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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.
YTHDC1 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
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
YTHDC1 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
19.3
Number of samples
486
Samples
Sample
Description
TPM
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
YTHDC1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YTHDC1 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
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Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
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Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
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Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
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Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
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Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
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Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
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Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
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Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.9
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
