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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.
MAP1S 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
23.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
54.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
44.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
43.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
38.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
30.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
MAP1S is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
92.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
66.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MAP1S 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
21.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
84.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
46.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
MAP1S 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
17.9
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
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Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
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Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
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Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
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Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
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Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
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
