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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.
IWS1 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
27.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
50.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
47.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
44.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
41.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
40.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
IWS1 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
57.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
38.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
37.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
IWS1 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
27.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
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.
IWS1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
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Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
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Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-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
