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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.
MKLN1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MKLN1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
MKLN1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
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.
MKLN1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
1.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.0
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
5cf5e61d-21ff-4678-9126-14e9bb_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_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
359f5c81-2575-497e-8630-e4866f_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
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
92f7419c-c57a-4b50-bdc9-4d09ca_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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
