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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.
FAM172A 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
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
FAM172A 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
10.4
Number of samples
486
Samples
Sample
Description
TPM
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.4
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.
FAM172A 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM172A 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
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_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
