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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.
SGSM3 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
25.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
77.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
69.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
63.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
57.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
56.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
55.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
54.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
53.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
52.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
48.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
48.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
46.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
46.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
43.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
43.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
36.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
SGSM3 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
22.0
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
73.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
63.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
58.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
58.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
49.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
47.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
46.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
40.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
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.
SGSM3 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
56.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
44.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
SGSM3 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
65.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
52.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
51.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
48.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
37.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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
