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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.
INTS13 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
19.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
62.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
57.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
44.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
43.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
34.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 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.
INTS13 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INTS13 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
74.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
44.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
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.
INTS13 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
324.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
