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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.
CIR1 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
28.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
62.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
61.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
61.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
60.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
56.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
54.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
54.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
51.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
48.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
46.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
45.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
44.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
43.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
42.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
42.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
41.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
39.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
38.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
34.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
33.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
28.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CIR1 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
20.6
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
34.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
CIR1 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
32.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
59.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
58.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
54.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
51.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
49.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
46.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
43.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
39.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
36.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
35.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
31.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 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.
CIR1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
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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
1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
