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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.
SMIM4 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
32.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
91.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
87.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
87.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
78.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
73.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
70.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
70.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
69.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
68.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
66.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
66.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
65.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
65.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
64.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
62.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
62.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
58.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
58.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
57.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
56.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
55.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
55.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
54.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
53.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
52.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
51.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
50.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
50.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
49.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
49.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
48.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
47.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
46.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
46.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
46.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
46.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
45.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
45.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
44.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
43.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
43.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
43.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
42.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
40.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
38.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
36.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
SMIM4 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
12.6
Number of samples
486
Samples
Sample
Description
TPM
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
4.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
SMIM4 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
34.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
148.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
83.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
73.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
67.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
64.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
61.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
59.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
59.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
56.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
56.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
55.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
54.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
50.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
50.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
50.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
44.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
39.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
38.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
38.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
SMIM4 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
11.6
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
