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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.
GPATCH2L 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
GPATCH2L 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
15.9
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
GPATCH2L 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
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.
GPATCH2L 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
