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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.
H2BC13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
276.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
255.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
251.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
232.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
135.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
126.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 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.
H2BC13 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
145.8
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
449.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
431.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
409.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
402.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
396.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
382.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
360.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
350.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
343.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
335.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
320.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
316.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
307.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
307.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
306.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
305.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
305.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
300.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
295.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
294.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
293.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
289.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
286.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
286.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
285.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
284.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
283.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
283.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
283.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
281.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
280.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
277.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
275.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
273.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
272.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
271.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
269.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
269.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
265.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
264.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
263.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
260.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
258.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
258.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
257.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
255.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
254.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
252.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
245.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
245.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
239.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
238.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
238.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
237.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
236.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
236.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
233.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
233.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
232.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
230.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
230.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
230.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
228.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
224.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
224.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
224.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
224.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
222.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
222.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
221.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
220.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
220.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
218.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
218.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
218.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
217.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
216.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
212.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
212.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
211.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
210.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
207.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
206.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
205.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
203.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
203.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
203.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
202.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
201.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
201.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
201.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
201.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
200.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
199.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
199.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
199.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
199.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
194.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
193.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
192.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
191.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
191.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
190.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
190.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
189.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
189.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
188.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
188.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
187.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
184.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
184.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
183.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
183.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
182.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
182.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
181.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
180.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
180.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
179.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
179.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
179.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
177.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
176.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
176.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
175.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
174.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
172.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
172.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
172.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
171.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
171.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
170.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
170.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
169.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
168.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
168.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
168.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
168.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
167.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
167.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
167.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
167.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
167.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
167.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
166.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
166.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
166.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
166.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
165.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
165.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
165.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
165.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
164.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
164.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
163.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
163.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
161.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
161.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
161.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
159.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
159.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
159.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
158.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
158.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
157.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
157.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
157.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
157.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
157.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
157.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
156.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
155.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
155.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
155.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
154.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
154.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
154.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
154.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
153.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
153.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
151.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
151.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
151.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
151.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
151.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
150.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
149.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
149.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
149.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
149.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
149.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
148.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
148.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
147.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
146.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
146.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
146.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
146.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
145.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
145.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
145.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
144.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
144.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
144.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
143.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
143.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
143.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
143.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
142.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
142.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
142.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
142.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
141.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
141.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
141.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
140.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
140.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
140.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
140.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
139.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
139.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
139.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
138.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
138.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
138.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
138.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
138.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
137.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
137.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
137.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
136.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
135.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
135.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
134.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
134.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
134.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
133.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
133.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
133.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
132.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
132.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
132.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
132.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
132.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
132.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
131.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
131.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
131.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
130.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
130.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
130.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
129.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
129.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
129.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
129.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
129.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
128.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
128.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
128.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
128.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
128.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
128.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
127.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
127.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
127.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
127.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
127.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
127.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
126.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
124.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
124.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
124.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
124.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
123.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
123.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
122.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
122.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
121.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
121.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
120.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
120.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
120.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
120.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
119.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
119.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
118.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
118.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
118.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
118.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
117.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
117.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
117.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
117.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
117.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
116.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
116.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
116.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
116.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
116.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
116.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
115.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
115.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
115.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
114.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
114.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
114.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
114.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
114.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
114.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
114.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
113.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
113.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
113.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
113.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
112.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
111.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
111.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
110.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
110.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
109.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
109.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
108.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
107.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
107.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
107.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
107.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
107.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
106.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
106.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
106.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
106.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
106.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
106.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
106.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
105.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
105.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
105.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
105.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
105.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
104.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
104.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
103.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
102.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
102.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
101.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
101.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
100.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
99.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
99.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
99.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
98.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
98.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
98.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
98.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
97.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
97.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
96.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
95.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
95.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
95.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
94.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
94.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
94.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
94.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
93.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
93.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
93.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
93.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
92.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
92.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
91.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
91.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
91.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
91.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
91.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
91.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
90.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
90.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
90.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
90.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
90.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
90.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
89.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
88.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
88.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
88.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
88.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
88.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
88.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
87.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
87.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
87.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
87.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
87.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
87.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
86.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
86.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
85.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
85.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
84.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
84.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
83.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
82.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
82.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
82.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
82.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
81.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
79.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
78.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
78.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
78.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
77.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
77.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
77.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
77.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
77.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
77.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
76.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
75.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
75.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
74.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
74.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
73.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
73.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
73.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
72.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
72.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
72.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
72.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
72.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
71.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
71.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
71.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
71.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
71.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
70.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
69.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
69.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
69.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
69.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
69.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
69.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
69.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
68.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
68.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
66.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
66.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
65.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
64.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
63.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
62.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
62.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
62.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
61.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
61.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
60.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
60.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
57.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
57.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
57.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
57.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
57.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
56.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
55.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
53.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
51.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
51.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
50.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
49.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
48.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
40.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
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
0.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 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.
H2BC13 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
117.2
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
391.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
339.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
324.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
264.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
255.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
251.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
248.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
241.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
240.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
240.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
228.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
228.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
226.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
220.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
218.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
208.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
208.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
207.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
206.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
204.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
199.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
195.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
195.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
191.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
191.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
184.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
183.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
182.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
182.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
181.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
178.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
176.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
176.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
175.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
174.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
173.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
172.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
172.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
167.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
165.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
165.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
164.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
161.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
160.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
158.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
157.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
157.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
156.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
155.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
154.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
153.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
151.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
149.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
149.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
148.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
147.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
147.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
145.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
145.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
145.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
144.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
144.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
143.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
141.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
140.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
140.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
140.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
140.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
139.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
138.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
137.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
135.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
135.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
134.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
134.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
134.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
134.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
133.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
133.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
131.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
131.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
129.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
128.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
127.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
127.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
126.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
124.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
123.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
122.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
121.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
121.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
121.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
119.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
119.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
119.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
118.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
118.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
115.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
115.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
114.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
114.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
113.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
112.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
111.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
110.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
110.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
110.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
110.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
109.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
106.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
106.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
106.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
105.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
105.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
104.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
103.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
101.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
101.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
101.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
100.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
100.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
99.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
99.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
99.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
97.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
94.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
93.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
93.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
90.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
89.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
88.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
88.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
87.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
87.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
86.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
86.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
83.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
82.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
81.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
81.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
80.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
78.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
78.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
77.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
75.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
74.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
74.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
73.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
73.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
73.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
72.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
72.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
71.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
69.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
68.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
66.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
65.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
65.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
64.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
64.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
64.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
62.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
62.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
61.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
61.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
60.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
60.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
60.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
59.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
59.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
58.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
57.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
57.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
56.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
54.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
53.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
53.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
52.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
49.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
45.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
43.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
40.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
