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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.
MLH3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
MLH3 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.7
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.
MLH3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.5
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.
MLH3 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
