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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.
SGMS1 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SGMS1 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
16.5
Number of samples
486
Samples
Sample
Description
TPM
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
SGMS1 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SGMS1 is potential prognostic, high expression is unfavorable 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
