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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.
RBIS 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
127.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
387.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
369.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
348.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
325.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
308.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
282.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
260.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
253.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
240.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
239.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
233.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
230.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
222.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
219.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
216.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
213.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
205.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
205.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
205.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
203.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
203.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
196.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
196.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
192.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
191.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
190.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
187.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
186.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
183.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
182.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
181.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
180.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
180.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
176.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
173.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
172.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
172.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
171.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
171.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
169.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
169.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
169.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
168.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
168.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
167.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
167.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
163.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
161.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
161.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
160.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
159.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
159.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
157.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
157.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
157.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
156.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
156.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
156.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
155.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
155.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
154.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
154.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
154.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
153.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
153.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
153.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
153.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
152.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
152.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
150.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
148.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
148.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
147.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
145.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
143.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
143.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
143.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
143.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
143.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
142.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
140.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
140.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
139.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
139.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
139.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
139.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
139.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
139.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
138.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
138.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
136.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
134.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
134.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
133.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
132.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
132.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
132.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
131.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
131.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
130.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
129.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
129.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
129.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
129.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
128.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
128.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
128.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
128.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
128.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
127.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
127.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
127.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
127.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
126.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
125.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
125.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
125.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
125.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
125.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
125.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
123.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
122.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
122.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
121.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
120.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
120.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
119.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
118.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
118.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
117.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
116.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
115.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
115.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
114.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
114.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
114.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
114.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
113.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
112.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
112.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
111.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
110.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
110.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
110.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
110.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
109.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
109.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
109.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
108.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
108.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
108.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
107.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
107.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
106.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
106.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
105.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
105.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
105.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
105.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
104.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
103.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
103.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
102.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
102.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
102.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
101.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
101.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
101.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
100.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
100.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
100.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
99.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
99.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
98.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
98.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
97.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
97.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
97.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
97.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
96.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
96.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
95.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
94.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
93.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
91.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
91.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
91.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
91.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
90.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
88.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
87.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
87.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
87.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
86.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
86.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
86.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
86.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
85.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
84.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
84.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
84.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
84.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
83.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
83.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
82.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
82.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
81.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
81.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
80.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
80.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
79.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
79.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
79.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
79.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
78.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
78.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
78.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
77.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
77.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
76.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
76.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
76.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
73.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
73.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
73.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
72.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
71.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
71.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
70.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
70.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
70.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
70.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
70.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
69.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
68.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
68.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
67.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
66.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
65.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
64.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
64.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
63.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
61.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
61.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
60.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
59.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
58.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
56.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
54.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
53.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
52.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
47.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
47.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
RBIS 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
59.5
Number of samples
486
Samples
Sample
Description
TPM
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
180.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
150.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
144.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
138.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
137.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
133.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
130.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
130.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
123.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
123.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
122.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
119.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
118.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
117.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
116.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
109.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
109.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
107.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
107.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
106.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
106.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
105.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
103.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
102.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
102.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
101.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
100.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
100.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
99.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
99.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
98.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
98.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
98.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
98.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
96.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
96.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
96.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
96.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
94.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
93.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
93.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
93.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
92.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
91.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
91.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
91.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
91.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
90.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
89.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
88.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
88.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
87.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
87.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
85.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
85.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
84.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
84.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
84.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
84.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
84.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
83.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
83.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
82.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
82.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
82.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
81.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
81.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
80.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
80.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
80.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
80.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
79.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
79.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
79.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
79.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
79.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
78.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
78.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
78.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
77.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
77.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
77.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
77.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
76.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
76.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
75.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
75.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
75.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
75.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
75.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
74.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
74.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
74.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
74.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
74.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
73.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
73.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
73.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
73.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
73.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
73.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
73.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
72.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
72.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
72.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
72.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
72.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
72.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
72.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
72.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
71.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
71.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
71.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
71.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
71.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
71.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
70.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
70.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
70.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
70.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
70.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
70.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
70.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
70.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
69.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
69.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
69.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
69.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
69.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
69.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
68.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
68.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
68.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
68.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
68.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
68.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
68.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
68.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
67.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
67.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
67.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
67.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
67.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
66.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
66.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
66.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
66.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
66.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
66.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
66.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
65.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
65.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
65.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
65.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
65.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
64.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
64.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
64.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
64.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
64.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
64.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
64.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
64.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
64.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
63.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
63.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
63.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
63.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
63.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
63.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
62.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
62.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
62.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
62.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
62.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
62.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
62.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
62.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
61.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
61.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
60.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
60.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
60.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
60.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
60.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
60.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
59.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
59.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
59.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
59.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
59.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
59.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
59.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
59.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
58.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
58.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
58.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
58.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
58.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
58.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
58.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
58.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
57.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
57.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
57.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
57.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
57.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
57.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
57.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
57.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
57.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
57.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
56.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
56.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
56.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
56.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
56.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
56.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
56.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
56.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
55.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
55.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
55.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
55.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
55.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
55.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
55.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
55.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
55.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
55.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
54.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
54.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
54.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
54.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
54.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
54.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
54.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
54.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
53.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
53.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
53.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
53.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
53.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
53.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
53.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
53.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
53.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
53.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
52.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
52.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
52.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
52.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
52.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
52.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
52.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
51.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
51.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
51.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
51.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
51.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
51.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
51.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
50.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
50.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
50.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
50.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
50.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
50.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
50.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
50.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
49.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
49.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
49.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
49.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
49.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
48.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
48.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
48.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
48.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
48.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
47.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
47.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
47.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
47.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
47.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
46.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
46.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
46.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
46.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
46.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
46.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
45.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
45.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
44.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
44.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
44.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
43.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
43.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
43.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
42.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
41.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
41.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
40.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
40.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
37.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
37.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
37.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
RBIS 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
143.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
346.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
254.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
246.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
246.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
235.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
234.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
233.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
230.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
226.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
226.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
217.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
212.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
202.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
198.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
190.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
190.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
188.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
188.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
186.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
184.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
179.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
178.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
177.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
166.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
165.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
163.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
163.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
162.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
157.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
154.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
151.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
150.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
147.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
146.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
146.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
144.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
143.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
141.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
141.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
138.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
137.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
135.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
134.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
134.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
131.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
131.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
130.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
128.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
126.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
125.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
125.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
125.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
123.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
121.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
120.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
120.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
118.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
116.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
113.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
113.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
112.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
109.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
109.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
108.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
108.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
108.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
106.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
106.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
100.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
99.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
96.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
96.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
95.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
94.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
94.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
92.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
91.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
88.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
86.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
85.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
76.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
75.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
73.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
72.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
66.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
66.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
64.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
RBIS 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
52.8
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
206.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
126.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
118.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
115.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
115.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
100.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
98.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
96.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
93.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
90.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
89.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
87.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
87.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
86.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
84.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
81.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
80.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
80.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
78.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
78.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
77.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
75.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
74.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
74.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
72.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
71.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
71.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
71.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
71.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
70.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
69.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
69.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
69.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
68.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
68.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
68.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
68.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
67.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
67.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
67.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
67.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
65.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
65.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
65.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
65.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
65.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
65.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
64.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
64.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
63.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
63.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
62.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
62.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
61.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
61.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
61.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
60.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
60.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
59.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
59.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
59.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
58.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
58.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
58.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
57.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
57.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
57.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
56.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
56.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
56.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
55.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
55.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
55.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
55.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
54.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
52.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
52.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
52.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
51.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
51.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
51.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
51.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
51.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
51.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
50.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
50.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
50.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
50.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
49.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
49.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
49.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
49.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
48.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
48.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
47.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
47.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
47.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
46.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
46.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
46.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
46.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
46.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
46.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
45.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
45.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
44.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
44.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
44.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
44.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
43.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
42.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
41.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
41.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
41.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
40.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
40.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
40.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
39.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
36.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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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
