We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MRFAP1L1 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
34.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
62.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
58.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
58.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
55.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
55.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
54.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
53.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
53.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
52.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
51.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
50.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
49.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
46.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
45.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
45.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
45.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
44.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
43.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
42.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
42.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
41.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
40.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
40.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
37.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
36.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
33.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
30.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
MRFAP1L1 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
22.2
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRFAP1L1 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
36.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
64.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
63.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
56.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
54.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
51.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
48.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
46.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
46.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
45.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
45.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
44.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
44.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
42.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
41.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
34.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
29.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
MRFAP1L1 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
Show allShow less
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
