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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.
SCAMP3 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
15.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
47.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.3
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.
SCAMP3 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
48.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
5.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
4.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
3.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
3.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
3.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
3.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
2.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
2.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
2.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
2.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
2.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
2.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCAMP3 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
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.
SCAMP3 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
5.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
4.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
4.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
1.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
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Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
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Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
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Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
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Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
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Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
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Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
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Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
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Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
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Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
