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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.
YTHDC2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
YTHDC2 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YTHDC2 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YTHDC2 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
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
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Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
