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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANLN 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
69.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
52.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
51.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
49.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
46.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANLN 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
34.5
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
123.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
119.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
105.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
91.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
87.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
85.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
84.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
83.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
80.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
78.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
78.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
76.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
75.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
72.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
70.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
70.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
70.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
70.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
69.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
69.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
69.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
67.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
66.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
65.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
65.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
64.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
64.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
64.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
63.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
63.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
63.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
62.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
62.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
61.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
61.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
61.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
61.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
61.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
60.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
60.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
60.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
59.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
59.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
59.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
57.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
57.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
57.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
56.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
56.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
56.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
55.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
55.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
54.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
54.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
53.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
53.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
53.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
52.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
52.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
52.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
52.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
52.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
51.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
50.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
49.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
49.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
49.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
49.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
48.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
48.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
48.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
47.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
47.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
46.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
44.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
43.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
43.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
38.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANLN 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
18.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
52.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
48.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
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.
ANLN 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
28.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
93.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
85.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
83.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
79.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
74.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
72.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
66.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
62.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
60.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
60.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
54.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
54.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
52.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
50.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
48.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
46.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
45.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
45.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
45.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
44.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
41.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
37.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
3.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
1.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-1.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
