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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.
LSM2 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
52.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
131.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
105.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
105.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
103.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
99.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
98.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
95.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
93.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
92.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
92.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
92.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
88.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
87.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
81.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
78.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
78.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
78.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
77.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
77.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
77.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
77.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
75.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
74.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
74.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
74.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
72.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
72.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
72.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
70.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
70.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
68.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
68.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
67.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
67.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
67.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
67.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
67.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
67.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
66.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
65.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
64.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
63.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
63.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
63.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
63.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
63.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
62.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
62.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
62.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
61.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
61.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
61.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
61.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
61.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
61.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
60.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
60.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
60.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
60.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
60.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
59.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
59.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
59.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
59.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
59.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
59.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
59.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
59.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
58.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
58.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
58.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
58.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
58.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
57.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
57.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
57.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
56.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
56.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
56.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
56.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
56.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
56.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
55.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
55.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
55.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
55.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
55.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
55.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
54.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
54.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
54.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
54.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
54.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
53.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
53.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
53.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
53.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
53.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
53.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
52.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
52.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
52.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
52.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
52.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
52.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
52.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
52.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
52.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
51.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
51.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
51.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
51.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
51.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
51.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
50.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
49.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
49.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
48.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
48.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
48.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
48.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
48.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
48.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
47.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
47.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
47.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
47.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
47.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
47.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
47.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
46.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
46.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
46.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
46.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
46.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
46.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
46.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
46.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
45.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
44.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
44.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
44.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
44.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
43.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
43.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
42.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
42.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
41.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
41.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
41.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
41.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
40.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
40.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
40.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
38.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
37.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
37.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
35.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
30.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
LSM2 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
73.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
65.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
53.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
52.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
49.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
43.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
0.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LSM2 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
49.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
107.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
103.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
103.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
98.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
95.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
88.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
88.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
87.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
79.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
72.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
69.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
67.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
67.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
65.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
65.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
64.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
63.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
62.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
59.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
58.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
54.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
54.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
52.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
50.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
49.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
49.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
49.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
49.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
47.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
45.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
45.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
42.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
42.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
41.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
39.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LSM2 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
18.4
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
2.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
1.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.4
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.