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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.
KIF20B 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
KIF20B 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
4.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
1.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
1.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIF20B 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
3.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
KIF20B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
4.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
