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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.
MTSS2 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
17.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
75.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
55.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
53.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
48.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
48.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
46.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
45.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MTSS2 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
44.0
Number of samples
486
Samples
Sample
Description
TPM
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
158.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
149.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
149.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
144.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
129.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
123.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
117.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
115.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
112.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
110.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
101.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
100.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
98.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
94.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
92.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
92.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
91.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
90.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
90.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
90.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
85.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
85.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
84.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
84.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
82.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
82.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
81.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
78.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
75.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
75.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
74.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
74.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
73.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
73.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
73.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
72.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
71.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
71.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
69.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
69.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
68.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
68.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
68.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
67.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
67.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
67.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
67.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
67.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
66.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
66.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
66.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
66.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
66.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
66.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
66.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
65.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
65.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
65.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
64.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
64.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
63.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
63.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
63.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
63.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
63.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
63.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
62.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
62.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
62.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
62.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
62.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
62.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
61.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
61.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
60.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
60.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
60.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
60.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
60.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
60.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
60.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
59.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
59.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
59.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
59.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
59.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
58.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
58.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
58.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
58.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
57.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
57.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
57.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
57.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
56.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
56.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
55.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
55.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
55.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
55.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
55.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
54.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
54.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
54.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
54.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
54.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
53.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
53.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
52.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
52.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
52.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
52.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
52.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
52.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
51.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
51.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
51.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
50.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
50.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
49.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
49.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
49.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
48.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
48.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
48.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
48.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
48.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
48.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
47.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
47.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
47.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
46.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
46.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
46.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
46.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
46.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
46.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
45.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
44.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
44.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
43.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
42.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
42.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
42.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
41.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
41.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
40.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
40.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
40.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
40.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
38.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
MTSS2 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
45.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTSS2 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
42.3
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
94.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
93.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
92.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
88.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
87.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
82.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
78.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
77.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
77.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
77.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
77.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
76.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
75.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
74.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
74.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
73.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
73.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
72.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
71.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
70.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
69.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
69.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
69.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
68.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
68.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
66.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
66.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
65.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
65.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
65.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
63.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
63.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
60.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
59.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
59.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
59.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
57.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
57.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
56.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
56.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
55.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
54.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
54.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
53.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
53.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
52.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
52.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
50.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
50.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
50.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
49.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
49.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
49.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
47.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
46.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
46.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
45.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
45.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
44.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
44.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
44.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
44.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
44.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
43.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
43.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
43.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
42.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
42.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
42.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
41.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
41.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
41.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
39.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
38.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
37.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
