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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.
H2BC10 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
5.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
384.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
374.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
315.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
254.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
112.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
43.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
H2BC10 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
123.1
Number of samples
486
Samples
Sample
Description
TPM
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
447.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
441.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
433.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
363.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
336.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
320.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
320.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
310.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
307.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
296.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
296.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
295.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
291.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
291.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
285.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
282.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
281.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
281.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
279.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
278.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
278.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
274.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
270.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
266.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
265.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
265.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
264.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
263.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
256.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
255.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
254.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
253.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
249.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
248.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
245.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
242.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
239.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
235.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
232.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
231.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
231.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
230.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
230.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
229.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
227.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
224.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
224.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
219.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
218.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
218.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
218.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
217.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
215.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
215.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
211.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
209.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
209.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
209.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
208.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
204.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
203.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
203.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
202.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
202.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
202.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
200.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
198.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
198.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
197.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
196.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
195.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
195.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
195.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
194.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
193.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
193.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
192.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
192.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
191.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
190.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
190.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
185.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
185.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
184.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
182.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
181.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
181.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
181.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
180.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
177.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
177.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
177.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
176.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
176.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
176.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
175.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
174.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
174.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
174.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
174.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
174.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
173.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
173.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
173.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
173.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
172.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
171.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
171.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
171.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
170.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
170.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
170.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
169.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
169.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
169.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
168.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
168.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
167.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
166.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
166.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
166.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
165.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
165.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
165.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
165.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
164.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
163.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
163.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
163.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
161.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
160.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
158.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
158.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
158.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
157.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
157.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
157.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
157.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
157.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
156.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
156.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
154.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
153.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
153.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
153.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
153.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
151.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
151.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
150.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
150.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
149.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
148.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
148.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
148.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
148.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
147.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
147.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
147.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
146.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
146.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
146.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
146.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
145.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
145.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
145.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
145.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
142.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
142.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
138.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
138.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
138.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
138.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
138.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
137.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
137.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
137.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
137.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
137.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
136.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
136.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
136.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
136.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
135.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
135.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
135.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
134.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
134.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
134.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
133.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
132.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
132.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
131.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
131.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
130.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
130.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
130.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
130.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
130.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
129.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
129.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
128.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
127.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
127.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
126.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
126.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
125.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
125.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
124.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
124.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
124.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
124.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
123.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
123.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
123.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
122.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
121.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
121.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
121.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
121.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
120.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
120.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
120.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
120.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
119.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
119.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
119.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
119.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
118.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
118.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
118.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
117.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
115.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
115.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
115.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
115.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
114.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
114.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
113.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
113.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
112.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
111.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
111.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
111.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
111.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
111.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
110.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
110.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
109.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
109.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
108.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
107.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
107.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
107.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
107.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
106.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
106.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
105.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
105.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
104.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
104.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
104.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
103.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
103.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
103.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
103.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
103.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
102.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
102.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
102.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
102.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
101.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
101.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
101.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
100.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
99.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
98.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
97.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
97.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
97.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
97.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
97.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
96.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
96.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
95.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
95.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
95.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
94.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
94.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
94.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
94.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
94.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
93.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
93.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
93.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
93.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
93.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
92.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
92.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
92.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
92.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
92.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
92.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
91.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
91.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
91.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
91.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
90.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
90.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
90.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
89.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
88.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
88.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
88.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
87.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
87.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
87.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
87.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
87.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
87.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
86.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
85.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
85.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
85.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
84.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
84.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
84.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
83.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
83.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
82.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
82.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
82.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
82.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
82.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
81.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
81.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
81.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
81.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
80.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
80.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
80.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
80.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
79.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
79.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
78.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
78.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
78.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
78.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
78.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
77.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
77.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
77.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
76.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
75.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
75.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
75.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
75.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
74.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
74.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
74.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
73.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
72.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
72.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
72.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
72.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
72.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
71.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
70.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
70.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
69.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
69.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
68.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
67.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
67.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
67.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
66.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
65.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
65.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
64.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
63.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
62.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
62.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
62.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
62.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
61.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
61.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
61.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
60.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
59.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
58.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
58.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
58.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
56.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
55.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
55.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
55.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
55.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
54.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
54.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
54.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
53.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
52.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
50.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
49.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
49.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
48.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
48.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
47.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
47.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
46.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
42.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
39.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
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
0.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
H2BC10 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
109.2
Number of samples
207
Samples
Sample
Description
TPM
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
407.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
308.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
297.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
293.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
286.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
279.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
267.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
242.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
236.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
232.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
231.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
226.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
224.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
222.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
219.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
212.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
208.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
207.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
201.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
201.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
198.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
197.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
195.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
192.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
191.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
189.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
188.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
187.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
183.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
181.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
180.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
177.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
176.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
176.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
175.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
173.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
171.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
170.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
169.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
169.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
169.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
169.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
166.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
158.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
158.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
155.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
154.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
152.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
152.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
148.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
148.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
147.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
145.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
144.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
142.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
139.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
139.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
138.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
138.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
137.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
134.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
134.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
132.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
131.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
130.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
128.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
128.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
127.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
127.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
124.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
123.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
123.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
122.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
122.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
121.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
120.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
119.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
114.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
114.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
114.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
114.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
114.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
113.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
112.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
112.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
112.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
111.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
111.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
110.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
108.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
107.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
107.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
107.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
106.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
106.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
103.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
103.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
103.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
102.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
101.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
100.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
99.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
97.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
95.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
95.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
95.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
94.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
93.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
93.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
93.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
92.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
92.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
90.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
90.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
90.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
90.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
90.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
88.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
86.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
86.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
86.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
85.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
85.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
83.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
83.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
83.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
82.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
82.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
76.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
76.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
75.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
75.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
75.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
75.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
75.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
74.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
72.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
71.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
71.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
69.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
69.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
68.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
68.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
67.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
66.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
64.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
64.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
62.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
61.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
61.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
60.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
59.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
57.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
57.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
57.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
56.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
55.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
55.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
54.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
54.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
54.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
52.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
52.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
51.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
50.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
49.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
49.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
48.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
47.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
44.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
44.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
37.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
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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
