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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.
SMIM12 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
31.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
72.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
68.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
54.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
52.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
51.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
49.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
48.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
47.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
45.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
44.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
44.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
43.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
42.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
41.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
39.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
39.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
39.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
32.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
SMIM12 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
25.2
Number of samples
486
Samples
Sample
Description
TPM
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
51.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMIM12 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
30.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
56.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
46.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
44.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
41.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
39.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
34.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
33.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SMIM12 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
