1  2106 169 EPIGENETIC EVOLUTION AND LINEAGE HISTORIES OF CHRONIC LYMPHOCYTIC LEUKAEMIA. GENETIC AND EPIGENETIC INTRA-TUMORAL HETEROGENEITY COOPERATE TO SHAPE THE EVOLUTIONARY COURSE OF CANCER(1). CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) IS A HIGHLY INFORMATIVE MODEL FOR CANCER EVOLUTION AS IT UNDERGOES SUBSTANTIAL GENETIC DIVERSIFICATION AND EVOLUTION AFTER THERAPY(2,3). THE CLL EPIGENOME IS ALSO AN IMPORTANT DISEASE-DEFINING FEATURE(4,5), AND GROWING POPULATIONS OF CELLS IN CLL DIVERSIFY BY STOCHASTIC CHANGES IN DNA METHYLATION KNOWN AS EPIMUTATIONS(6). HOWEVER, PREVIOUS STUDIES USING BULK SEQUENCING METHODS TO ANALYSE THE PATTERNS OF DNA METHYLATION WERE UNABLE TO DETERMINE WHETHER EPIMUTATIONS AFFECT CLL POPULATIONS HOMOGENEOUSLY. HERE, TO MEASURE THE EPIMUTATION RATE AT SINGLE-CELL RESOLUTION, WE APPLIED MULTIPLEXED SINGLE-CELL REDUCED-REPRESENTATION BISULFITE SEQUENCING TO B CELLS FROM HEALTHY DONORS AND PATIENTS WITH CLL. WE OBSERVED THAT THE COMMON CLONAL ORIGIN OF CLL RESULTS IN A CONSISTENTLY INCREASED EPIMUTATION RATE, WITH LOW VARIABILITY IN THE CELL-TO-CELL EPIMUTATION RATE. BY CONTRAST, VARIABLE EPIMUTATION RATES ACROSS HEALTHY B CELLS REFLECT DIVERSE EVOLUTIONARY AGES ACROSS THE TRAJECTORY OF B CELL DIFFERENTIATION, CONSISTENT WITH EPIMUTATIONS SERVING AS A MOLECULAR CLOCK. HERITABLE EPIMUTATION INFORMATION ALLOWED US TO RECONSTRUCT LINEAGES AT HIGH-RESOLUTION WITH SINGLE-CELL DATA, AND TO APPLY THIS DIRECTLY TO PATIENT SAMPLES. THE CLL LINEAGE TREE SHAPE REVEALED EARLIER BRANCHING AND LONGER BRANCH LENGTHS THAN IN NORMAL B CELLS, REFLECTING RAPID DRIFT AFTER THE INITIAL MALIGNANT TRANSFORMATION AND A GREATER PROLIFERATIVE HISTORY. INTEGRATION OF SINGLE-CELL BISULFITE SEQUENCING ANALYSIS WITH SINGLE-CELL TRANSCRIPTOMES AND GENOTYPING CONFIRMED THAT GENETIC SUBCLONES MAPPED TO DISTINCT CLADES, AS INFERRED SOLELY ON THE BASIS OF EPIMUTATION INFORMATION. FINALLY, TO EXAMINE POTENTIAL LINEAGE BIASES DURING THERAPY, WE PROFILED SERIAL SAMPLES DURING IBRUTINIB-ASSOCIATED LYMPHOCYTOSIS, AND IDENTIFIED CLADES OF CELLS THAT WERE PREFERENTIALLY EXPELLED FROM THE LYMPH NODE AFTER TREATMENT, MARKED BY DISTINCT TRANSCRIPTIONAL PROFILES. THE SINGLE-CELL INTEGRATION OF GENETIC, EPIGENETIC AND TRANSCRIPTIONAL INFORMATION THUS CHARTS THE LINEAGE HISTORY OF CLL AND ITS EVOLUTION WITH THERAPY.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                            
2   437  35 ANTIGEN RECEPTOR STEREOTYPY IN CHRONIC LYMPHOCYTIC LEUKEMIA. THE DISCOVERY OF ALMOST IDENTICAL OR 'STEREOTYPED' B-CELL RECEPTOR IMMUNOGLOBULINS (BCR IG) AMONG UNRELATED PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) CEMENTED THE IDEA OF ANTIGEN SELECTION IN DISEASE ONTOGENY AND EVOLUTION. THE SYSTEMATIC ANALYSIS OF THE STEREOTYPY PHENOMENON IN CLL REVEALED THAT AROUND ONE-THIRD OF CLL PATIENTS MAY BE GROUPED INTO SUBSETS BASED ON SHARED SEQUENCE MOTIFS WITHIN THE VARIABLE HEAVY COMPLEMENTARITY DETERMINING REGION 3. STEREOTYPED SUBSETS DISPLAY A STRIKINGLY SIMILAR BIOLOGY OF THE LEUKEMIC CLONES, REFERRING TO MANY DIFFERENT LEVELS, FROM THE IMMUNOGENETIC AND GENETIC AND EXTENDING TO THE EPIGENETIC AND FUNCTIONAL LEVELS. EVEN MORE IMPORTANTLY, THE HOMOGENEITY OF STEREOTYPED SUBSETS HAS CLINICAL CONSEQUENCES AS PATIENTS ASSIGNED TO THE SAME STEREOTYPED SUBSET GENERALLY EXHIBIT AN OVERALL SIMILAR DISEASE COURSE AND OUTCOME. IN OTHER WORDS, STEREOTYPY-BASED PATIENT CLASSIFICATION OF CLL HAS ALREADY PROVIDED A MORE COMPARTMENTALIZED VIEW OF THIS OTHERWISE HETEROGENEOUS DISEASE AND CAN ASSIST IN REFINING PROGNOSTICATION MODELS. WHILE THIS IS RELEVANT ONLY FOR THE ONE-THIRD OF CASES EXPRESSING STEREOTYPED BCR IG; IN PRINCIPLE, HOWEVER, THE FINDINGS FROM FURTHER ANALYSIS OF THE STEREOTYPED SUBSETS MAY ALSO CONTRIBUTE TOWARDS IMPROVED UNDERSTANDING OF THE REMAINING NON-STEREOTYPED FRACTION OF CLL PATIENTS.	2017	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
3  2016  31 EPIGENETIC BIOMARKERS IN PROGRESSION FROM NON-DYSPLASTIC BARRETT'S OESOPHAGUS TO OESOPHAGEAL ADENOCARCINOMA: A SYSTEMATIC REVIEW PROTOCOL. INTRODUCTION: BARRETT'S OESOPHAGUS (BO), A METAPLASTIC CONDITION AFFECTING THE LOWER OESOPHAGUS DUE TO LONG-STANDING GASTRO-OESOPHAGEAL REFLUX AND CHRONIC INFLAMMATION, IS A PRECURSOR LESION FOR OESOPHAGEAL ADENOCARCINOMA (OADC). THERE IS NO CLINICAL TEST TO PREDICT WHICH PATIENTS WITH BO WILL PROGRESS TO OADC. THE BRITISH SOCIETY OF GASTROENTEROLOGY RECOMMENDS ENDOSCOPIC SURVEILLANCE OF PATIENTS WITH BO. EPIGENETIC CHANGES HAVE BEEN WELL CHARACTERISED IN THE NEOPLASTIC PROGRESSION OF ULCERATIVE COLITIS TO COLONIC CARCINOMA, ANOTHER GASTROINTESTINAL CANCER ASSOCIATED WITH CHRONIC INFLAMMATION. THIS SYSTEMATIC REVIEW PROTOCOL AIMS TO IDENTIFY AND EVALUATE STUDIES WHICH EXAMINE EPIGENETIC BIOMARKERS IN BO AND THEIR ASSOCIATION WITH PROGRESSION TO OADC. METHODS AND ANALYSIS: ALL PROSPECTIVE AND RETROSPECTIVE PRIMARY STUDIES, AND EXISTING SYSTEMATIC REVIEWS INVESTIGATING EPIGENETIC MARKERS INCLUDING DNA METHYLATION, HISTONE MODIFICATION, CHROMATIN REMODELLING, MICRO AND NON-CODING RNAS OF ALL TYPES WILL BE ELIGIBLE FOR INCLUSION. ELIGIBLE PATIENTS ARE THOSE OVER THE AGE OF 18 WITH BO, BO WITH DYSPLASIA, OADC OR UNSPECIFIED OESOPHAGEAL CANCER. A COMPREHENSIVE SEARCH OF BIBLIOGRAPHIC DATABASES USING COMBINATIONS OF TEXT AND INDEX WORDS RELATING TO THE POPULATION, PROGNOSTIC MARKERS AND OUTCOME WILL BE UNDERTAKEN WITH NO LANGUAGE RESTRICTIONS. RESULTS WILL BE SCREENED BY 2 INDEPENDENT REVIEWERS AND DATA EXTRACTED USING A STANDARDISED PROFORMA. THE QUALITY AND RISK OF BIAS OF INDIVIDUAL STUDIES WILL BE ASSESSED USING THE QUALITY IN PROGNOSTIC STUDIES (QUIPS) TOOL. A NARRATIVE SYNTHESIS OF ALL EVIDENCE WILL BE PERFORMED WITH KEY FINDINGS TABULATED. META-ANALYSIS WILL BE CONSIDERED WHERE STUDIES AND REPORTED OUTCOMES ARE CONSIDERED SUFFICIENTLY HOMOGENEOUS, BOTH CLINICALLY AND METHODOLOGICALLY. FINDINGS WILL BE INTERPRETED IN THE CONTEXT OF THE QUALITY OF INCLUDED STUDIES. THE SYSTEMATIC REVIEW WILL BE REPORTED ACCORDING TO PRISMA GUIDELINES. ETHICS AND DISSEMINATION: THIS IS A SYSTEMATIC REVIEW OF COMPLETED STUDIES AND NO ETHICAL APPROVAL IS REQUIRED. FINDINGS FROM THE FULL SYSTEMATIC REVIEW WILL BE SUBMITTED FOR PUBLICATION AND PRESENTATION AT NATIONAL AND INTERNATIONAL CONFERENCES WHICH WILL INFORM FUTURE RESEARCH ON RISK STRATIFICATION IN PATIENTS WITH BO. REVIEW REGISTRATION NUMBER: CRD42016038654.	2016	
                                                                                                                                                                                                                                                                            
4  3056  35 GENOME-WIDE DNA METHYLATION ANALYSIS IMPLICATES ENRICHMENT OF INTERFERON PATHWAY IN AFRICAN AMERICAN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS AND EUROPEAN AMERICANS WITH LUPUS NEPHRITIS. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, MULTISYSTEM, INFLAMMATORY AUTOIMMUNE DISEASE THAT DISPROPORTIONATELY AFFECTS WOMEN. TRENDS IN SLE PREVALENCE AND CLINICAL COURSE DIFFER BY ANCESTRY, WITH THOSE OF AFRICAN AMERICAN ANCESTRY PRESENTING WITH MORE ACTIVE, SEVERE AND RAPIDLY PROGRESSIVE DISEASE THAN EUROPEAN AMERICANS. PREVIOUS RESEARCH ESTABLISHED ALTERED EPIGENETIC SIGNATURES IN SLE PATIENTS COMPARED TO CONTROLS. HOWEVER, THE CONTRIBUTION OF ABERRANT DNA METHYLATION (DNAM) TO THE RISK OF SLE BY ANCESTRY AND DIFFERENCES AMONG PATIENTS WITH SLE-ASSOCIATED LUPUS NEPHRITIS (LN) HAS NOT BEEN WELL DESCRIBED. WE EVALUATED THE DNA METHYLOMES OF 87 INDIVIDUALS INCLUDING 41 SLE PATIENTS, WITH AND WITHOUT LN, AND 46 CONTROLS ENROLLED IN AN ANCESTRY DIVERSE, WELL-CHARACTERIZED COHORT STUDY OF ESTABLISHED SLE (41 SLE PATIENTS [20 SLE-LN+, 21 SLE-LN-] AND 46 SEX-, RACE- AND AGE-MATCHED CONTROLS; 55% AFRICAN AMERICAN, 45% EUROPEAN AMERICAN). PARTICIPANTS WERE GENOTYPED USING THE INFINIUM GLOBAL DIVERSITY ARRAY (GDA), AND GENETIC ANCESTRY WAS ESTIMATED USING PRINCIPAL COMPONENTS. GENOME-WIDE DNA METHYLATION WAS INITIALLY MEASURED USING THE ILLUMINA METHYLATIONEPIC 850K BEADCHIP ARRAY FOLLOWED BY METHYLATION-SPECIFIC QPCR TO VALIDATE THE METHYLATION STATUS AT PUTATIVE LOCI. DIFFERENTIALLY METHYLATED POSITIONS (DMP) WERE IDENTIFIED USING A CASE-CONTROL APPROACH ADJUSTED FOR ANCESTRY. WE IDENTIFIED A TOTAL OF 51 DMPS IN CPGS AMONG SLE PATIENTS COMPARED TO CONTROLS. GENES PROXIMAL TO THESE CPGS WERE HIGHLY ENRICHED FOR INVOLVEMENT IN TYPE I INTERFERON SIGNALING. DMPS AMONG EUROPEAN AMERICAN SLE PATIENTS WITH LN WERE SIMILAR TO AFRICAN AMERICAN SLE PATIENTS WITH AND WITHOUT LN. OUR FINDINGS WERE VALIDATED USING AN ORTHOGONAL, METHYL-SPECIFIC PCR FOR THREE SLE-ASSOCIATED DMPS NEAR OR PROXIMAL TO MX1, USP18, AND IFITM1. OUR STUDY CONFIRMS PREVIOUS REPORTS THAT DMPS IN CPGS ASSOCIATED WITH SLE ARE ENRICHED IN TYPE I INTERFERON GENES. HOWEVER, WE SHOW THAT EUROPEAN AMERICAN SLE PATIENTS WITH LN HAVE SIMILAR DNAM PATTERNS TO AFRICAN AMERICAN SLE PATIENTS IRRESPECTIVE OF LN, SUGGESTING THAT ABERRANT DNAM ALTERS ACTIVITY OF TYPE I INTERFERON PATHWAY LEADING TO MORE SEVERE DISEASE INDEPENDENT OF ANCESTRY.	2023	
                                                                                                                                                                                                                                                                                                                                     
5   941  33 CHRONIC LYMPHOCYTIC LEUKEMIA B-CELL NORMAL CELLULAR COUNTERPART: CLUES FROM A FUNCTIONAL PERSPECTIVE. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS CHARACTERIZED BY THE CLONAL EXPANSION OF SMALL MATURE-LOOKING CD19+ CD23+ CD5+ B-CELLS THAT ACCUMULATE IN THE BLOOD, BONE MARROW, AND LYMPHOID ORGANS. TO DATE, NO CONSENSUS HAS BEEN REACHED CONCERNING THE NORMAL CELLULAR COUNTERPART OF CLL B-CELLS AND SEVERAL B-CELL TYPES HAVE BEEN PROPOSED. CLL B-CELLS HAVE REMARKABLE PHENOTYPIC AND GENE EXPRESSION PROFILE HOMOGENEITY. IN RECENT YEARS, THE MOLECULAR AND CELLULAR BIOLOGY OF CLL HAS BEEN ENRICHED BY SEMINAL INSIGHTS THAT ARE LEADING TO A BETTER UNDERSTANDING OF THE NATURAL HISTORY OF THE DISEASE. IMMUNOPHENOTYPIC AND MOLECULAR APPROACHES (INCLUDING IMMUNOGLOBULIN HEAVY-CHAIN VARIABLE GENE MUTATIONAL STATUS, TRANSCRIPTIONAL AND EPIGENETIC PROFILING) COMPARING THE NORMAL B-CELL SUBSET AND CLL B-CELLS PROVIDE SOME NEW INSIGHTS INTO THE NORMAL CELLULAR COUNTERPART. FUNCTIONAL CHARACTERISTICS (INCLUDING ACTIVATION REQUIREMENTS AND PROPENSITY FOR PLASMA CELL DIFFERENTIATION) OF CLL B-CELLS HAVE NOW BEEN INVESTIGATED FOR 50 YEARS. B-CELL SUBSETS DIFFER SUBSTANTIALLY IN TERMS OF THEIR FUNCTIONAL FEATURES. ANALYSIS OF SHARED FUNCTIONAL CHARACTERISTICS MAY REVEAL SIMILARITIES BETWEEN NORMAL B-CELL SUBSETS AND CLL B-CELLS, ALLOWING SPECULATIVE ASSIGNMENT OF A NORMAL CELLULAR COUNTERPART FOR CLL B-CELLS. IN THIS REVIEW, WE SUMMARIZE CURRENT DATA REGARDING PERIPHERAL B-CELL DIFFERENTIATION AND HUMAN B-CELL SUBSETS AND SUGGEST POSSIBILITIES FOR A NORMAL CELLULAR COUNTERPART BASED ON THE FUNCTIONAL CHARACTERISTICS OF CLL B-CELLS. HOWEVER, A DEFINITIVE NORMAL CELLULAR COUNTERPART CANNOT BE ATTRIBUTED ON THE BASIS OF THE AVAILABLE DATA. WE DISCUSS THE FUNCTIONAL CHARACTERISTICS REQUIRED FOR A CELL TO BE LOGICALLY CONSIDERED TO BE THE NORMAL COUNTERPART OF CLL B-CELLS.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
6  2411  31 EPIGENETIC SCORES FOR THE CIRCULATING PROTEOME AS TOOLS FOR DISEASE PREDICTION. PROTEIN BIOMARKERS HAVE BEEN IDENTIFIED ACROSS MANY AGE-RELATED MORBIDITIES. HOWEVER, CHARACTERISING EPIGENETIC INFLUENCES COULD FURTHER INFORM DISEASE PREDICTIONS. HERE, WE LEVERAGE EPIGENOME-WIDE DATA TO STUDY LINKS BETWEEN THE DNA METHYLATION (DNAM) SIGNATURES OF THE CIRCULATING PROTEOME AND INCIDENT DISEASES. USING DATA FROM FOUR COHORTS, WE TRAINED AND TESTED EPIGENETIC SCORES (EPISCORES) FOR 953 PLASMA PROTEINS, IDENTIFYING 109 SCORES THAT EXPLAINED BETWEEN 1% AND 58% OF THE VARIANCE IN PROTEIN LEVELS AFTER ADJUSTING FOR KNOWN PROTEIN QUANTITATIVE TRAIT LOCI (PQTL) GENETIC EFFECTS. BY PROJECTING THESE EPISCORES INTO AN INDEPENDENT SAMPLE (GENERATION SCOTLAND; N = 9537) AND RELATING THEM TO INCIDENT MORBIDITIES OVER A FOLLOW-UP OF 14 YEARS, WE UNCOVERED 137 EPISCORE-DISEASE ASSOCIATIONS. THESE ASSOCIATIONS WERE LARGELY INDEPENDENT OF IMMUNE CELL PROPORTIONS, COMMON LIFESTYLE AND HEALTH FACTORS, AND BIOLOGICAL AGING. NOTABLY, WE FOUND THAT OUR DIABETES-ASSOCIATED EPISCORES HIGHLIGHTED PREVIOUS TOP BIOMARKER ASSOCIATIONS FROM PROTEOME-WIDE ASSESSMENTS OF DIABETES. THESE EPISCORES FOR PROTEIN LEVELS CAN THEREFORE BE A VALUABLE RESOURCE FOR DISEASE PREDICTION AND RISK STRATIFICATION.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
7  3309  36 HIGHER GENE EXPRESSION VARIABILITY IN THE MORE AGGRESSIVE SUBTYPE OF CHRONIC LYMPHOCYTIC LEUKEMIA. BACKGROUND: CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) PRESENTS TWO SUBTYPES WHICH HAVE DRASTICALLY DIFFERENT CLINICAL OUTCOMES, IGVH MUTATED (M-CLL) AND IGVH UNMUTATED (U-CLL). SO FAR, THESE TWO SUBTYPES ARE NOT ASSOCIATED TO CLEAR DIFFERENCES IN GENE EXPRESSION PROFILES. INTERESTINGLY, RECENT RESULTS HAVE HIGHLIGHTED IMPORTANT ROLES FOR HETEROGENEITY, BOTH AT THE GENETIC AND AT THE EPIGENETIC LEVEL IN CLL PROGRESSION. METHODS: WE ANALYZED GENE EXPRESSION DATA OF TWO LARGE COHORTS OF CLL PATIENTS AND QUANTIFIED EXPRESSION VARIABILITY ACROSS INDIVIDUALS TO INVESTIGATE DIFFERENCES BETWEEN THE TWO SUBTYPES USING DIFFERENT MEASURES AND STATISTICAL TESTS. FUNCTIONAL SIGNIFICANCE WAS EXPLORED BY PATHWAY ENRICHMENT AND NETWORK ANALYSES. FURTHERMORE, WE IMPLEMENTED A RANDOM FOREST APPROACH BASED ON EXPRESSION VARIABILITY TO CLASSIFY PATIENTS INTO DISEASE SUBTYPES. RESULTS: WE FOUND THAT U-CLL, THE MORE AGGRESSIVE TYPE OF THE DISEASE, SHOWS SIGNIFICANTLY INCREASED VARIABILITY OF GENE EXPRESSION ACROSS PATIENTS AND THAT, OVERALL, GENES THAT SHOW HIGHER VARIABILITY IN THE AGGRESSIVE SUBTYPE ARE RELATED TO CELL CYCLE, DEVELOPMENT AND INTER-CELLULAR COMMUNICATION. THESE FUNCTIONS INDICATE A POTENTIAL RELATION BETWEEN GENE EXPRESSION VARIABILITY AND THE FASTER PROGRESSION OF THIS CLL SUBTYPE. FINALLY, A CLASSIFIER BASED ON GENE EXPRESSION VARIABILITY WAS ABLE TO CORRECTLY PREDICT THE DISEASE SUBTYPE OF CLL PATIENTS. CONCLUSIONS: THERE ARE STRONG RELATIONS BETWEEN GENE EXPRESSION VARIABILITY AND DISEASE SUBTYPE LINKING SIGNIFICANTLY INCREASED EXPRESSION VARIABILITY TO PHENOTYPES SUCH AS AGGRESSIVENESS AND RESISTANCE TO THERAPY IN CLL.	2015	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
8  1102  37 COMBINED CHEMOSENSITIVITY AND CHROMATIN PROFILING PRIORITIZES DRUG COMBINATIONS IN CLL. THE BRUTON TYROSINE KINASE (BTK) INHIBITOR IBRUTINIB HAS SUBSTANTIALLY IMPROVED THERAPEUTIC OPTIONS FOR CHRONIC LYMPHOCYTIC LEUKEMIA (CLL). ALTHOUGH IBRUTINIB IS NOT CURATIVE, IT HAS A PROFOUND EFFECT ON CLL CELLS AND MAY CREATE NEW PHARMACOLOGICALLY EXPLOITABLE VULNERABILITIES. TO IDENTIFY SUCH VULNERABILITIES, WE DEVELOPED A SYSTEMATIC APPROACH THAT COMBINES EPIGENOME PROFILING (CHARTING THE GENE-REGULATORY BASIS OF CELL STATE) WITH SINGLE-CELL CHEMOSENSITIVITY PROFILING (QUANTIFYING CELL-TYPE-SPECIFIC DRUG RESPONSE) AND BIOINFORMATIC DATA INTEGRATION. BY APPLYING OUR METHOD TO A COHORT OF MATCHED PATIENT SAMPLES COLLECTED BEFORE AND DURING IBRUTINIB THERAPY, WE IDENTIFIED CHARACTERISTIC IBRUTINIB-INDUCED CHANGES THAT PROVIDE A STARTING POINT FOR THE RATIONAL DESIGN OF IBRUTINIB COMBINATION THERAPIES. SPECIFICALLY, WE OBSERVED AND VALIDATED PREFERENTIAL SENSITIVITY TO PROTEASOME, PLK1, AND MTOR INHIBITORS DURING IBRUTINIB TREATMENT. MORE GENERALLY, OUR STUDY ESTABLISHES A BROADLY APPLICABLE METHOD FOR INVESTIGATING TREATMENT-SPECIFIC VULNERABILITIES BY INTEGRATING THE COMPLEMENTARY PERSPECTIVES OF EPIGENETIC CELL STATES AND PHENOTYPIC DRUG RESPONSES IN PRIMARY PATIENT SAMPLES.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
9  5882  36 SYSTEMATIC REVIEW OF LUNG FUNCTION AND COPD WITH PERIPHERAL BLOOD DNA METHYLATION IN POPULATION BASED STUDIES. BACKGROUND: EPIGENETIC VARIATIONS IN PERIPHERAL BLOOD HAVE POTENTIAL AS BIOMARKERS FOR DISEASE. THIS SYSTEMATIC REVIEW ASSESSES THE ASSOCIATION OF LUNG FUNCTION AND CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) WITH DNA METHYLATION PROFILES IN PERIPHERAL BLOOD FROM POPULATION-BASED STUDIES. METHODS: ONLINE DATABASES MEDLINE, EMBASE, AND WEB OF SCIENCE WERE SEARCHED. GOOGLE SCHOLAR WAS SEARCHED TO IDENTIFY GREY LITERATURE. AFTER REMOVING DUPLICATE ARTICLES, 1155 ARTICLES WERE INDEPENDENTLY SCREENED BY TWO INVESTIGATORS. PEER REVIEWED REPORTS ON POPULATION-BASED STUDIES THAT EXAMINED PERIPHERAL BLOOD DNA METHYLATION IN PARTICIPANTS WITH MEASURED LUNG FUNCTION (FEV1, FEV1/FVC RATIO) OR KNOWN COPD STATUS WERE SELECTED FOR FULL-TEXT REVIEW. SIX ARTICLES WERE SUITABLE FOR INCLUSION. INFORMATION REGARDING STUDY CHARACTERISTICS, DESIGNS, METHODOLOGIES AND CONCLUSIONS WAS EXTRACTED. A NARRATIVE SYNTHESIS WAS PERFORMED BASED ON PUBLISHED RESULTS. RESULTS: THREE OF THE SIX ARTICLES ASSESSED THE ASSOCIATION OF COPD WITH DNA METHYLATION, AND TWO OF THESE ALSO INCLUDED ASSOCIATIONS WITH LUNG FUNCTION. OVERALL, FIVE REPORTS EXAMINED THE ASSOCIATION OF LUNG FUNCTION WITH DNA METHYLATION PROFILES. FIVE OF THE SIX ARTICLES REPORTED 'SIGNIFICANT' RESULTS. HOWEVER, NO CONSISTENT CPG SITES WERE IDENTIFIED ACROSS STUDIES FOR COPD STATUS OR LUNG FUNCTION VALUES. CONCLUSIONS: DNA METHYLATION PATTERNS IN PERIPHERAL BLOOD FROM INDIVIDUALS WITH REDUCED LUNG FUNCTION OR COPD MAY BE DIFFERENT TO THOSE IN PEOPLE WITH NORMAL LUNG FUNCTION. HOWEVER, THIS SYSTEMATIC REVIEW DID NOT FIND ANY CONSISTENT ASSOCIATIONS OF LUNG FUNCTION OR COPD WITH DIFFERENTIALLY METHYLATED CPG SITES. LARGE STUDIES WITH A LONGITUDINAL DESIGN TO ADDRESS REVERSE CAUSALITY MAY PROVE A MORE FRUITFUL AREA OF RESEARCH. TRIAL REGISTRATION: PROSPERO 2016: CRD42016037352 .	2017	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
10  4446  43 MOLECULAR MAP OF CHRONIC LYMPHOCYTIC LEUKEMIA AND ITS IMPACT ON OUTCOME. RECENT ADVANCES IN CANCER CHARACTERIZATION HAVE CONSISTENTLY REVEALED MARKED HETEROGENEITY, IMPEDING THE COMPLETION OF INTEGRATED MOLECULAR AND CLINICAL MAPS FOR EACH MALIGNANCY. HERE, WE FOCUS ON CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), A B CELL NEOPLASM WITH VARIABLE NATURAL HISTORY THAT IS CONVENTIONALLY CATEGORIZED INTO TWO SUBTYPES DISTINGUISHED BY EXTENT OF SOMATIC MUTATIONS IN THE HEAVY-CHAIN VARIABLE REGION OF IMMUNOGLOBULIN GENES (IGHV). TO BUILD THE 'CLL MAP,' WE INTEGRATED GENOMIC, TRANSCRIPTOMIC AND EPIGENOMIC DATA FROM 1,148 PATIENTS. WE IDENTIFIED 202 CANDIDATE GENETIC DRIVERS OF CLL (109 NEW) AND REFINED THE CHARACTERIZATION OF IGHV SUBTYPES, WHICH REVEALED DISTINCT GENOMIC LANDSCAPES AND LEUKEMOGENIC TRAJECTORIES. DISCOVERY OF NEW GENE EXPRESSION SUBTYPES FURTHER SUBCATEGORIZED THIS NEOPLASM AND PROVED TO BE INDEPENDENT PROGNOSTIC FACTORS. CLINICAL OUTCOMES WERE ASSOCIATED WITH A COMBINATION OF GENETIC, EPIGENETIC AND GENE EXPRESSION FEATURES, FURTHER ADVANCING OUR PROGNOSTIC PARADIGM. OVERALL, THIS WORK REVEALS FRESH INSIGHTS INTO CLL ONCOGENESIS AND PROGNOSTICATION.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
11  2622  38 EPIGENOME-WIDE ASSOCIATION STUDIES IN ASTHMA: A SYSTEMATIC REVIEW. OBJECTIVE: ASTHMA IS A COMMON CHRONIC RESPIRATORY AIRWAY DISEASE INFLUENCED BY ENVIRONMENTAL FACTORS AND POSSIBLY THEIR INTERACTION WITH THE HUMAN GENOME CAUSING EPIGENETIC CHANGES. EPIGENOME-WIDE ASSOCIATION STUDIES (EWAS) HAVE MAINLY INVESTIGATED DNA METHYLATION AND ITS ASSOCIATION WITH DISEASE OR TRAITS, EXPOSURE FACTORS OR GENE EXPRESSION. THIS SYSTEMATIC REVIEW AIMED TO IDENTIFY ALL EWAS ASSESSING DIFFERENTIALLY METHYLATED SITES ASSOCIATED WITH ASTHMA IN HUMANS. DESIGN: STRUCTURED SYSTEMATIC LITERATURE SEARCH FOLLOWING PRISMA GUIDELINES, NEWCASTLE-OTTAWA SCALE (NOS) FOR COHORT STUDIES WAS USED FOR BIAS ASSESSMENT. DATA SOURCES: WE SEARCHED PUBMED AND EMBASE DATABASES FROM 2005 TO 2019. ELIGIBILITY CRITERIA: EPIGENOME-WIDE ASSOCIATION STUDIES TESTING ASSOCIATION BETWEEN DIFFERENTIAL METHYLATION AND ASTHMA IN HUMANS. RESULTS: OVERALL, WE IDENTIFIED 16 EWAS STUDIES COMPLYING WITH OUR SEARCH CRITERIA. TWELVE STUDIES WERE CONDUCTED ON CHILDREN, AND 10 WERE CONDUCTED ON SAMPLE SIZES <150 SUBJECTS. FOUR HUNDRED AND NINETEEN CPGS WERE REPORTED IN CHILDREN STUDIES AFTER CORRECTION FOR MULTIPLE TESTING. IN THE ADULT STUDIES, THOUSANDS OF DIFFERENTIALLY METHYLATED SITES WERE IDENTIFIED. DIFFERENTIAL METHYLATION IN INFLAMMATORY-RELATED GENES CORRELATED WITH HIGHER LEVELS OF GENE EXPRESSIONS OF INFLAMMATORY MODULATORS IN ASTHMA. DIFFERENTIALLY METHYLATED GENES ASSOCIATED WITH ASTHMA INCLUDED SMAD3, SERPINC1, PROK1, IL13, RUNX3 AND TIGIT. FORTY-ONE CPGS WERE REPLICATED AT LEAST ONCE IN BLOOD SAMPLES, AND 28 CPGS WERE REPLICATED IN NASAL SAMPLES. CONCLUSION: ALTHOUGH MANY DIFFERENTIALLY METHYLATED CPGS IN GENES KNOWN TO BE INVOLVED IN ASTHMA HAVE BEEN IDENTIFIED IN EWAS TO DATE, WE CONCLUDE THAT FURTHER STUDIES OF LARGER SAMPLE SIZES AND ANALYSES OF DIFFERENTIAL METHYLATION BETWEEN DIFFERENT PHENOTYPES ARE NEEDED IN ORDER TO COMPREHENSIVELY EVALUATE THE ROLE OF EPIGENETIC FACTORS IN THE PATHOPHYSIOLOGY AND HETEROGENEITY OF ASTHMA, AND THE POTENTIAL CLINICAL UTILITY TO PREDICT OR CLASSIFY PATIENTS WITH ASTHMA.	2019	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
12  1469  46 DISTINCT EVOLUTIONARY PATHS IN CHRONIC LYMPHOCYTIC LEUKEMIA DURING RESISTANCE TO THE GRAFT-VERSUS-LEUKEMIA EFFECT. LEUKEMIC RELAPSE REMAINS A MAJOR BARRIER TO SUCCESSFUL ALLOGENEIC HEMATOPOIETIC STEM CELL TRANSPLANTATION (ALLO-HSCT) FOR AGGRESSIVE HEMATOLOGIC MALIGNANCIES. THE BASIS FOR RELAPSE OF ADVANCED LYMPHOID MALIGNANCIES REMAINS INCOMPLETELY UNDERSTOOD AND MAY INVOLVE ESCAPE FROM THE GRAFT-VERSUS-LEUKEMIA (GVL) EFFECT. WE HYPOTHESIZED THAT FOR PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) TREATED WITH ALLO-HSCT, LEUKEMIC CELL-INTRINSIC FEATURES INFLUENCE TRANSPLANT OUTCOMES BY DIRECTING THE EVOLUTIONARY TRAJECTORIES OF CLL CELLS. INTEGRATED GENETIC, TRANSCRIPTOMIC, AND EPIGENETIC ANALYSES OF CLL CELLS FROM 10 PATIENTS REVEALED THAT THE CLINICAL KINETICS OF POST-HSCT RELAPSE ARE SHAPED BY DISTINCT MOLECULAR DYNAMICS. EARLY RELAPSES AFTER ALLO-HSCT EXHIBITED NOTABLE GENETIC STABILITY; SINGLE CLL CELL TRANSCRIPTIONAL ANALYSIS DEMONSTRATED A CELLULAR HETEROGENEITY THAT WAS STATIC OVER TIME. IN CONTRAST, CLL CELLS RELAPSING LATE AFTER ALLO-HSCT DISPLAYED NOTABLE GENETIC EVOLUTION AND EVIDENCE OF NEOANTIGEN DEPLETION, CONSISTENT WITH MARKED SINGLE-CELL TRANSCRIPTIONAL SHIFTS THAT WERE UNIQUE TO EACH PATIENT. WE OBSERVED A GREATER RATE OF EPIGENETIC CHANGE FOR LATE RELAPSES NOT SEEN IN EARLY RELAPSES OR RELAPSES AFTER CHEMOTHERAPY ALONE, SUGGESTING THAT THE SELECTION PRESSURES OF THE GVL BOTTLENECK ARE UNLIKE THOSE IMPOSED BY CHEMOTHERAPY. NO SELECTIVE ADVANTAGE FOR HUMAN LEUKOCYTE ANTIGEN (HLA) LOSS WAS OBSERVED, EVEN WHEN PRESENT IN PRETRANSPLANT SUBPOPULATIONS. GAIN OF STEM CELL MODULES WAS A COMMON SIGNATURE ASSOCIATED WITH LEUKEMIA RELAPSE REGARDLESS OF POSTTRANSPLANT RELAPSE KINETICS. THESE DATA ELUCIDATE THE BIOLOGICAL PATHWAYS THAT UNDERLIE GVL RESISTANCE AND POSTTRANSPLANT RELAPSE.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
13  1699  33 DYNAMIC EPIGENETIC CHANGES DURING A RELAPSE AND RECOVERY CYCLE IN MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME. MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME (ME/CFS) IS A COMPLEX DISEASE WITH VARIABLE SEVERITY. PATIENTS EXPERIENCE FREQUENT RELAPSES WHERE SYMPTOMS INCREASE IN SEVERITY, LEAVING THEM WITH A MARKED REDUCTION IN QUALITY OF LIFE. PREVIOUS WORK HAS INVESTIGATED MOLECULAR DIFFERENCES BETWEEN ME/CFS PATIENTS AND HEALTHY CONTROLS, BUT NOT THE DYNAMIC CHANGES SPECIFIC TO EACH INDIVIDUAL PATIENT. WE APPLIED PRECISION MEDICINE HERE TO MAP GENOMIC CHANGES IN TWO SELECTED ME/CFS PATIENTS THROUGH A PERIOD THAT CONTAINED A RELAPSE RECOVERY CYCLE. DNA WAS ISOLATED FROM TWO PATIENTS AND A HEALTHY AGE/GENDER MATCHED CONTROL AT REGULAR INTERVALS AND CAPTURED THE PATIENT RELAPSE IN EACH CASE. REDUCED REPRESENTATION DNA METHYLATION SEQUENCING PROFILES WERE OBTAINED SPANNING THE RELAPSE RECOVERY CYCLE. BOTH PATIENTS SHOWED A SIGNIFICANTLY LARGER METHYLOME VARIABILITY (10-20-FOLD) THROUGH THE PERIOD OF SAMPLING COMPARED WITH THE CONTROL. DURING THE RELAPSE, CHANGES IN THE METHYLOME PROFILES OF THE TWO PATIENTS WERE DETECTED IN REGULATORY-ACTIVE REGIONS OF THE GENOME THAT WERE ASSOCIATED, RESPECTIVELY, WITH 157 AND 127 DOWNSTREAM GENES, INDICATING DISTURBED METABOLIC, IMMUNE AND INFLAMMATORY FUNCTIONS. SEVERE HEALTH RELAPSES IN THE ME/CFS PATIENTS RESULTED IN FUNCTIONALLY IMPORTANT CHANGES IN THEIR DNA METHYLOMES THAT, WHILE DIFFERING BETWEEN THE TWO PATIENTS, LED TO VERY SIMILAR COMPROMISED PHYSIOLOGY. DNA METHYLATION AS A SIGNATURE OF DISEASE VARIABILITY IN ONGOING ME/CFS MAY HAVE PRACTICAL APPLICATIONS FOR STRATEGIES TO DECREASE RELAPSE FREQUENCY.	2022	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
14   938  39 CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) RISK IS MEDIATED BY MULTIPLE ENHANCER VARIANTS WITHIN CLL RISK LOCI. CHRONIC LYMPHOCYTIC LEUKEMIA (CLL) IS THE MOST COMMON ADULT LEUKEMIA IN WESTERN COUNTRIES. IT HAS A STRONG GENETIC BASIS, SHOWING A ~ 8-FOLD INCREASED RISK OF CLL IN FIRST-DEGREE RELATIVES. GENOME-WIDE ASSOCIATION STUDIES (GWAS) HAVE IDENTIFIED 41 RISK VARIANTS ACROSS 41 LOCI. HOWEVER, FOR A MAJORITY OF THE LOCI, THE FUNCTIONAL VARIANTS AND THE MECHANISMS UNDERLYING THEIR CAUSAL ROLES REMAIN UNDEFINED. HERE, WE EXAMINED THE GENETIC AND EPIGENETIC FEATURES ASSOCIATED WITH 12 INDEX VARIANTS, ALONG WITH ANY CORRELATED (R2 >/= 0.5) VARIANTS, AT THE CLL RISK LOCI LOCATED OUTSIDE OF GENE PROMOTERS. BASED ON PUBLICLY AVAILABLE CHIP-SEQ AND CHROMATIN ACCESSIBILITY DATA AS WELL AS OUR OWN CHIP-SEQ DATA FROM CLL PATIENTS, WE IDENTIFIED SIX CANDIDATE FUNCTIONAL VARIANTS AT SIX LOCI AND AT LEAST TWO CANDIDATE FUNCTIONAL VARIANTS AT EACH OF THE REMAINING SIX LOCI. THE FUNCTIONAL VARIANTS ARE PREDOMINANTLY LOCATED WITHIN ENHANCERS OR SUPER-ENHANCERS, INCLUDING BI-DIRECTIONALLY TRANSCRIBED ENHANCERS, WHICH ARE OFTEN RESTRICTED TO IMMUNE CELL TYPES. FURTHERMORE, WE FOUND THAT, AT 78% OF THE FUNCTIONAL VARIANTS, THE ALTERNATIVE ALLELES ALTERED THE TRANSCRIPTION FACTOR BINDING MOTIFS OR HISTONE MODIFICATIONS, INDICATING THE INVOLVEMENT OF THESE VARIANTS IN THE CHANGE OF LOCAL CHROMATIN STATE. FINALLY, THE ENHANCERS CARRYING FUNCTIONAL VARIANTS PHYSICALLY INTERACTED WITH GENES ENRICHED IN THE TYPE I INTERFERON SIGNALING PATHWAY, APOPTOSIS, OR TP53 NETWORK THAT ARE KNOWN TO PLAY KEY ROLES IN CLL. THESE RESULTS SUPPORT THE REGULATORY ROLES FOR INHERITED NONCODING VARIANTS IN THE PATHOGENESIS OF CLL.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
15   816  30 CHARACTERISATION OF AN INFLAMMATION-RELATED EPIGENETIC SCORE AND ITS ASSOCIATION WITH COGNITIVE ABILITY. BACKGROUND: CHRONIC SYSTEMIC INFLAMMATION HAS BEEN ASSOCIATED WITH INCIDENT DEMENTIA, BUT ITS ASSOCIATION WITH AGE-RELATED COGNITIVE DECLINE IS LESS CLEAR. THE ACUTE RESPONSES OF MANY INFLAMMATORY BIOMARKERS MEAN THEY MAY PROVIDE AN UNRELIABLE PICTURE OF THE CHRONICITY OF INFLAMMATION. RECENTLY, A LARGE-SCALE EPIGENOME-WIDE ASSOCIATION STUDY IDENTIFIED DNA METHYLATION CORRELATES OF C-REACTIVE PROTEIN (CRP)-A WIDELY USED ACUTE-PHASE INFLAMMATORY BIOMARKER. DNA METHYLATION IS THOUGHT TO BE RELATIVELY STABLE IN THE SHORT TERM, MARKING IT AS A POTENTIALLY USEFUL SIGNATURE OF EXPOSURE. METHODS: WE UTILISE A DNA METHYLATION-BASED SCORE FOR CRP AND INVESTIGATE ITS TRAJECTORIES WITH AGE, AND ASSOCIATIONS WITH COGNITIVE ABILITY IN COMPARISON WITH SERUM CRP AND A GENETIC CRP SCORE IN A LONGITUDINAL STUDY OF OLDER ADULTS (N = 889) AND A LARGE, CROSS-SECTIONAL COHORT (N = 7028). RESULTS: WE IDENTIFIED NO HOMOGENEOUS TRAJECTORIES OF SERUM CRP WITH AGE ACROSS THE COHORTS, WHEREAS THE EPIGENETIC CRP SCORE WAS CONSISTENTLY FOUND TO INCREASE WITH AGE (STANDARDISED BETA = 0.07 AND 0.01) AND TO DO SO MORE RAPIDLY IN MALES COMPARED TO FEMALES. ADDITIONALLY, THE EPIGENETIC CRP SCORE HAD HIGHER TEST-RETEST RELIABILITY COMPARED TO SERUM CRP, INDICATING ITS ENHANCED TEMPORAL STABILITY. HIGHER SERUM CRP WAS NOT FOUND TO BE ASSOCIATED WITH POORER COGNITIVE ABILITY (STANDARDISED BETA = - 0.08 AND - 0.05); HOWEVER, A CONSISTENT NEGATIVE ASSOCIATION WAS IDENTIFIED BETWEEN COGNITIVE ABILITY AND THE EPIGENETIC CRP SCORE IN BOTH COHORTS (STANDARDISED BETA = - 0.15 AND - 0.08). CONCLUSIONS: AN EPIGENETIC PROXY OF CRP MAY PROVIDE A MORE RELIABLE SIGNATURE OF CHRONIC INFLAMMATION, ALLOWING FOR MORE ACCURATE STRATIFICATION OF INDIVIDUALS, AND THUS CLEARER INFERENCE OF ASSOCIATIONS WITH INCIDENT HEALTH OUTCOMES.	2020	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
16    70  38 A METHOD TO DETECT DIFFERENTIALLY METHYLATED LOCI WITH NEXT-GENERATION SEQUENCING. EPIGENETIC CHANGES, ESPECIALLY DNA METHYLATION AT CPG LOCI HAVE IMPORTANT IMPLICATIONS IN CANCER AND OTHER COMPLEX DISEASES. WITH THE DEVELOPMENT OF NEXT-GENERATION SEQUENCING (NGS), IT IS FEASIBLE TO GENERATE DATA TO INTERROGATE THE DIFFERENCE IN METHYLATION STATUS FOR GENOME-WIDE LOCI USING CASE-CONTROL DESIGN. HOWEVER, A PROPER AND EFFICIENT STATISTICAL TEST IS LACKING. THERE ARE SEVERAL CHALLENGES. FIRST, UNLIKE METHYLATION EXPERIMENTS USING MICROARRAYS, WHERE THERE IS ONE MEASURE OF METHYLATION FOR ONE INDIVIDUAL AT A PARTICULAR CPG SITE, HERE WE HAVE THE COUNTS OF METHYLATION ALLELE AND UNMETHYLATION ALLELE FOR EACH INDIVIDUAL. SECOND, DUE TO THE NATURE OF SAMPLE PREPARATION, THE MEASURED METHYLATION REFLECTS THE METHYLATION STATUS OF A MIXTURE OF CELLS INVOLVED IN SAMPLE PREPARATION. THEREFORE, THE UNDERLYING DISTRIBUTION OF THE MEASURED METHYLATION LEVEL IS UNKNOWN, AND A ROBUST TEST IS MORE DESIRABLE THAN PARAMETRIC APPROACH. THIRD, CURRENTLY NGS MEASURES METHYLATION AT OVER 2 MILLION CPG SITES. ANY STATISTICAL TESTS HAVE TO BE COMPUTATIONALLY EFFICIENT IN ORDER TO BE APPLIED TO THE NGS DATA. TAKING THESE CHALLENGES INTO ACCOUNT, WE PROPOSE A TEST FOR DIFFERENTIAL METHYLATION BASED ON CLUSTERED DATA ANALYSIS BY MODELING THE METHYLATION COUNTS. WE PERFORMED SIMULATIONS TO SHOW THAT IT IS ROBUST UNDER SEVERAL DISTRIBUTIONS FOR THE MEASURED METHYLATION LEVELS. IT HAS GOOD POWER AND IS COMPUTATIONALLY EFFICIENT. FINALLY, WE APPLY THE TEST TO OUR NGS DATA ON CHRONIC LYMPHOCYTIC LEUKEMIA. THE RESULTS INDICATE THAT IT IS A PROMISING AND PRACTICAL TEST.	2013	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
17  1516  37 DNA METHYLATION AS A BIOMARKER OF AGING IN EPIDEMIOLOGIC STUDIES. CANCER IS LARGELY AN AGING DISEASE. ACCELERATED BIOLOGICAL AGING MAY BE THE STRONGEST PREDICTOR OF CANCER AND OTHER CHRONIC DISEASE RISKS. IN THE ABSENCE OF RELIABLE AND QUANTIFIABLE BIOMARKERS OF AGING TO DATE, IT HAS LONG BEEN OBSERVED THAT TUMORIGENESIS SHARES DISTINCT EPIGENETIC ALTERATIONS WITH THE AGING PROCESS. RECENTLY, EPIGENETIC AGE ESTIMATES HAVE BEEN DEVELOPED BASED ON THE AVAILABILITY OF GENOME-WIDE DNA METHYLATION PROFILES, BY APPLYING IN THE PREDICTION FORMULA THE METHYLATION LEVEL AT A SUBSET OF HIGHLY PREDICTIVE METHYLATION SITES, CALLED EPIGENETIC CLOCK. THESE DNA METHYLATION AGE ESTIMATES HAVE PRODUCED REMARKABLY STRONG CORRELATIONS WITH CHRONOLOGICAL AGE, WITH A SMALL DEVIATION AND HIGH REPRODUCIBILITY ACROSS DIFFERENT AGE GROUPS AND STUDY POPULATIONS. MOREOVER, AN INCREASING NUMBER OF EPIDEMIOLOGIC STUDIES HAVE DEMONSTRATED AN INDEPENDENT ASSOCIATION OF DNA METHYLATION AGE OR THE EXTENT OF ACCELERATION WITH MORTALITY AND VARIOUS AGING-RELATED CONDITIONS, EVEN AFTER ACCOUNTING FOR DIFFERENCES IN CHRONOLOGICAL AGE AND OTHER RISK FACTORS. ALTHOUGH EPIGENETIC PROFILES ARE KNOWN TO BE TISSUE-SPECIFIC, BOTH TARGET TISSUE- AND MULTIPLE TISSUE-DERIVED ESTIMATES APPEAR TO PERFORM WELL TO CAPTURE WHAT IS THOUGHT TO BE THE CUMULATIVE EPIGENETIC DRIFT THAT REPRESENTS A MULTIFACTORIAL DEGENERATIVE PROCESS ACROSS TISSUES AND ORGANISMS. FURTHER REFINEMENT OF THE EPIGENETIC AGE ESTIMATES IS ANTICIPATED OVER TIME TO ACCOMMODATE A BETTER TECHNOLOGICAL COVERAGE OF THE METHYLOME AND A BETTER UNDERSTANDING OF THE BIOLOGY UNDERLYING PREDICTIVE REGIONS. EPIDEMIOLOGIC PRINCIPLES WILL REMAIN CRITICAL FOR THE EVALUATION OF RESEARCH FINDINGS INVOLVING, FOR EXAMPLE, DIFFERENT STUDY POPULATIONS, DESIGN, FOLLOW-UP TIME, AND QUALITY OF COVARIATE DATA. OVERALL, THE EPIGENETIC AGE ESTIMATES ARE AN EXCITING DEVELOPMENT WITH USEFUL IMPLICATIONS FOR BIOMEDICAL RESEARCH OF HEALTHY AGING AND DISEASE PREVENTION AND CONTROL.	2018	
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
18   119  29 A SYSTEMATIC EXAMINATION OF BRAIN VOLUMETRIC ABNORMALITIES IN RECENT-ONSET SCHIZOPHRENIA USING VOXEL-BASED, SURFACE-BASED AND REGION-OF-INTEREST-BASED MORPHOMETRIC ANALYSES. BACKGROUND: BRAIN MORPHOMETRIC ABNORMALITIES IN SCHIZOPHRENIA HAVE BEEN EXTENSIVELY REPORTED IN THE LITERATURE. WHOLE-BRAIN VOLUMETRIC REDUCTIONS ARE ALMOST UNIVERSALLY REPORTED BY MOST STUDIES IRRESPECTIVE OF THE CHARACTERISTICS OF THE SAMPLES STUDIED (E.G., CHRONIC/RECENT-ONSET; MEDICATED/NEUROLEPTIC-NAIVE ETC.). HOWEVER, THE SAME CANNOT BE SAID OF THE REPORTED REGIONAL MORPHOMETRIC ABNORMALITIES IN SCHIZOPHRENIA. WHILE CERTAIN REGIONAL MORPHOMETRIC ABNORMALITIES ARE MORE FREQUENTLY REPORTED THAN OTHERS, THERE ARE NO SUCH ABNORMALITIES THAT ARE UNIVERSALLY REPORTED ACROSS STUDIES. VARIABILITY OF SOCIO-DEMOGRAPHIC AND CLINICAL CHARACTERISTICS ACROSS STUDY SAMPLES AS WELL AS TECHNICAL AND METHODOLOGICAL ISSUES RELATED TO ACQUISITION AND ANALYSES OF BRAIN STRUCTURAL IMAGES MAY CONTRIBUTE TO INCONSISTENCY OF BRAIN MORPHOMETRIC FINDINGS IN SCHIZOPHRENIA. THE OBJECTIVE OF THE PRESENT STUDY THEREFORE WAS TO SYSTEMATICALLY EXAMINE BRAIN MORPHOMETRY IN PATIENTS WITH RECENT-ONSET SCHIZOPHRENIA TO FIND OUT IF THERE ARE SIGNIFICANT WHOLE-BRAIN OR REGIONAL VOLUMETRIC DIFFERENCES DETECTABLE AT THE APPROPRIATE SIGNIFICANCE THRESHOLD, AFTER ATTEMPTING TO CONTROL FOR VARIOUS CONFOUNDING FACTORS THAT COULD IMPACT BRAIN VOLUMES. METHODS: STRUCTURAL MAGNETIC RESONANCE IMAGES OF 90 SUBJECTS (SCHIZOPHRENIA = 45; HEALTHY SUBJECTS = 45) WERE ACQUIRED USING A 3 TESLA MAGNET. MORPHOMETRIC ANALYSES WERE CARRIED OUT FOLLOWING STANDARD ANALYSES PIPELINES OF THREE MOST COMMONLY USED STRATEGIES, VIZ., WHOLE-BRAIN VOXEL-BASED MORPHOMETRY, WHOLE-BRAIN SURFACE-BASED MORPHOMETRY, AND BETWEEN-GROUP COMPARISONS OF REGIONAL VOLUMES GENERATED BY AUTOMATED SEGMENTATION AND PARCELLATION. RESULTS: IN OUR SAMPLE OF PATIENTS HAVING RECENT-ONSET SCHIZOPHRENIA WITH LIMITED NEUROLEPTIC EXPOSURE, THERE WERE NO SIGNIFICANT WHOLE BRAIN OR REGIONAL BRAIN MORPHOMETRIC ABNORMALITIES NOTED AT THE APPROPRIATE STATISTICAL SIGNIFICANCE THRESHOLDS WITH OR WITHOUT INCLUDING AGE, GENDER AND INTRACRANIAL VOLUME OR TOTAL BRAIN VOLUME IN THE STATISTICAL ANALYSES. CONCLUSIONS: IN THE BACKGROUND OF THE CONFLICTING FINDINGS IN THE LITERATURE, OUR FINDINGS INDICATE THAT BRAIN MORPHOMETRIC ABNORMALITIES MAY NOT BE DIRECTLY RELATED TO THE SCHIZOPHRENIA PHENOTYPE. ANALYSIS OF THE REASONS FOR THE INCONSISTENT RESULTS ACROSS STUDIES AS WELL AS CONSIDERATION OF ALTERNATE SOURCES OF VARIABILITY OF BRAIN MORPHOLOGY IN SCHIZOPHRENIA SUCH AS EPISTATIC AND EPIGENETIC MECHANISMS COULD PERHAPS ADVANCE OUR UNDERSTANDING OF STRUCTURAL BRAIN ALTERATIONS IN SCHIZOPHRENIA.	2015	
                              
19  1343  43 DETECTING CORD BLOOD CELL TYPE-SPECIFIC EPIGENETIC ASSOCIATIONS WITH GESTATIONAL DIABETES MELLITUS AND EARLY CHILDHOOD GROWTH. BACKGROUND: EPIGENOME-WIDE ASSOCIATION STUDIES (EWAS) HAVE PROVIDED OPPORTUNITIES TO UNDERSTAND THE ROLE OF EPIGENETIC MECHANISMS IN DEVELOPMENT AND PATHOPHYSIOLOGY OF MANY CHRONIC DISEASES. HOWEVER, AN IMPORTANT LIMITATION OF CONVENTIONAL EWAS IS THAT PROFILES OF EPIGENETIC VARIABILITY ARE OFTEN OBTAINED IN SAMPLES OF MIXED CELL TYPES. HERE, WE AIM TO ASSESS WHETHER CHANGES IN CORD BLOOD DNA METHYLATION (DNAM) ASSOCIATED WITH GESTATIONAL DIABETES MELLITUS (GDM) EXPOSURE AND EARLY CHILDHOOD GROWTH MARKERS OCCUR IN A CELL TYPE-SPECIFIC MANNER. RESULTS: WE ANALYZED 275 CORD BLOOD SAMPLES COLLECTED AT DELIVERY FROM A PROSPECTIVE PRE-BIRTH COHORT WITH GENOME-WIDE DNAM PROFILED BY THE ILLUMINA METHYLATIONEPIC ARRAY. WE ESTIMATED PROPORTIONS OF SEVEN COMMON CELL TYPES IN EACH SAMPLE USING A CORD BLOOD-SPECIFIC DNAM REFERENCE PANEL. LEVERAGING A RECENTLY DEVELOPED APPROACH NAMED CELLDMC, WE PERFORMED CELL TYPE-SPECIFIC EWAS TO IDENTIFY CPG LOCI SIGNIFICANTLY ASSOCIATED WITH GDM, OR 3-YEAR-OLD BODY MASS INDEX (BMI) Z-SCORE. A TOTAL OF 1410 CPG LOCI DISPLAYED SIGNIFICANT CELL TYPE-SPECIFIC DIFFERENCES IN METHYLATION LEVEL BETWEEN 23 GDM CASES AND 252 CONTROLS WITH A FALSE DISCOVERY RATE < 0.05. GENE ONTOLOGY ENRICHMENT ANALYSIS INDICATED THAT LDL TRANSPORTATION EMERGED FROM CPG SPECIFICALLY IDENTIFIED FROM B-CELLS DNAM ANALYSES AND THE MITOGEN-ACTIVATED PROTEIN KINASE PATHWAY EMERGED FROM CPG SPECIFICALLY IDENTIFIED FROM NATURAL KILLER CELLS DNAM ANALYSES. IN ADDITION, WE IDENTIFIED FOUR AND SIX LOCI ASSOCIATED WITH 3-YEAR-OLD BMI Z-SCORE THAT WERE SPECIFIC TO CD8+ T-CELLS AND MONOCYTES, RESPECTIVELY. BY PERFORMING GENOME-WIDE PERMUTATION TESTS, WE VALIDATED THAT MOST OF OUR DETECTED SIGNALS HAD LOW FALSE POSITIVE RATES. CONCLUSION: COMPARED TO CONVENTIONAL EWAS ADJUSTING FOR THE EFFECTS OF CELL TYPE HETEROGENEITY, THE PROPOSED APPROACH BASED ON CELL TYPE-SPECIFIC EWAS COULD PROVIDE ADDITIONAL BIOLOGICALLY MEANINGFUL ASSOCIATIONS BETWEEN CPG METHYLATION, PRENATAL MATERNAL GDM OR 3-YEAR-OLD BMI. WITH CAREFUL VALIDATION, THESE FINDINGS MAY PROVIDE NEW INSIGHTS INTO THE PATHOGENESIS, PROGRAMMING, AND CONSEQUENCES OF RELATED CHILDHOOD METABOLIC DYSREGULATION. THEREFORE, WE PROPOSE THAT CELL TYPE-SPECIFIC ANALYSES ARE WORTH CAUTIOUS EXPLORATIONS.	2021	
                                                                                                                                                                                                                                                                                                                                                     
20   812  39 CHANGES IN DNA METHYLATION PROFILES OF MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME PATIENTS REFLECT SYSTEMIC DYSFUNCTIONS. BACKGROUND: MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME (ME/CFS) IS A LIFELONG DEBILITATING DISEASE WITH A COMPLEX PATHOLOGY NOT YET CLEARLY DEFINED. SUSCEPTIBILITY TO ME/CFS INVOLVES GENETIC PREDISPOSITION AND EXPOSURE TO ENVIRONMENTAL FACTORS, SUGGESTING AN EPIGENETIC ASSOCIATION. EPIGENETIC STUDIES WITH OTHER ME/CFS COHORTS HAVE USED ARRAY-BASED TECHNOLOGY TO IDENTIFY DIFFERENTIALLY METHYLATED INDIVIDUAL SITES. CHANGES IN RNA QUANTITIES AND PROTEIN ABUNDANCE HAVE BEEN DOCUMENTED IN OUR PREVIOUS INVESTIGATIONS WITH THE SAME ME/CFS COHORT USED FOR THIS STUDY. RESULTS: DNA FROM A WELL-CHARACTERISED NEW ZEALAND COHORT OF 10 ME/CFS PATIENTS AND 10 AGE-/SEX-MATCHED HEALTHY CONTROLS WAS ISOLATED FROM PERIPHERAL BLOOD MONONUCLEAR (PBMC) CELLS, AND USED TO GENERATE REDUCED GENOME-SCALE DNA METHYLATION MAPS USING REDUCED REPRESENTATION BISULPHITE SEQUENCING (RRBS). THE SEQUENCING DATA WERE ANALYSED UTILISING THE DMAP ANALYSIS PIPELINE TO IDENTIFY DIFFERENTIALLY METHYLATED FRAGMENTS, AND THE METHYLKIT PIPELINE WAS USED TO QUANTIFY METHYLATION DIFFERENCES AT INDIVIDUAL CPG SITES. DMAP IDENTIFIED 76 DIFFERENTIALLY METHYLATED FRAGMENTS AND METHYLKIT IDENTIFIED 394 DIFFERENTIALLY METHYLATED CYTOSINES THAT INCLUDED BOTH HYPER- AND HYPO-METHYLATION. FOUR CLUSTERS WERE IDENTIFIED WHERE DIFFERENTIALLY METHYLATED DNA FRAGMENTS OVERLAPPED WITH OR WERE WITHIN CLOSE PROXIMITY TO MULTIPLE DIFFERENTIALLY METHYLATED INDIVIDUAL CYTOSINES. THESE CLUSTERS IDENTIFIED REGULATORY REGIONS FOR 17 PROTEIN ENCODING GENES RELATED TO METABOLIC AND IMMUNE ACTIVITY. ANALYSIS OF DIFFERENTIALLY METHYLATED GENE BODIES (EXONS/INTRONS) IDENTIFIED 122 UNIQUE GENES. COMPARISON WITH OTHER STUDIES ON PBMCS FROM ME/CFS PATIENTS AND CONTROLS WITH ARRAY TECHNOLOGY SHOWED 59% OF THE GENES IDENTIFIED IN THIS STUDY WERE ALSO FOUND IN ONE OR MORE OF THESE STUDIES. FUNCTIONAL PATHWAY ENRICHMENT ANALYSIS IDENTIFIED 30 ASSOCIATED PATHWAYS. THESE INCLUDED IMMUNE, METABOLIC AND NEUROLOGICAL-RELATED FUNCTIONS DIFFERENTIALLY REGULATED IN ME/CFS PATIENTS COMPARED TO THE MATCHED HEALTHY CONTROLS. CONCLUSIONS: MAJOR DIFFERENCES WERE IDENTIFIED IN THE DNA METHYLATION PATTERNS OF ME/CFS PATIENTS THAT CLEARLY DISTINGUISHED THEM FROM THE HEALTHY CONTROLS. OVER HALF FOUND IN GENE BODIES WITH RRBS IN THIS STUDY HAD BEEN IDENTIFIED IN OTHER ME/CFS STUDIES USING THE SAME CELLS BUT WITH ARRAY TECHNOLOGY. WITHIN THE ENRICHED FUNCTIONAL IMMUNE, METABOLIC AND NEUROLOGICAL PATHWAYS, A NUMBER OF ENRICHED NEUROTRANSMITTER AND NEUROPEPTIDE REACTOME PATHWAYS HIGHLIGHTED A DISTURBED NEUROLOGICAL PATHOPHYSIOLOGY WITHIN THE PATIENT GROUP.	2020