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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.
ZMAT3 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
3.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
ZMAT3 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
62.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
56.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
55.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
48.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
41.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ZMAT3 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZMAT3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
94.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
81.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
75.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
72.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
67.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
65.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
65.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
62.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
62.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
59.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
58.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
57.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
57.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
55.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
53.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
53.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
52.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
52.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
49.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
48.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
46.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
36.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.4
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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
