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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.
ANKMY1 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
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 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.
ANKMY1 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
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.9
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.
ANKMY1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
ANKMY1 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
