1 6275 153 THE PATHOGENESIS OF SYSTEMIC LUPUS ERYTHEMATOSUS: HARNESSING BIG DATA TO UNDERSTAND THE MOLECULAR BASIS OF LUPUS. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC, SYSTEMIC AUTOIMMUNE DISEASE THAT CAUSES DAMAGE TO MULTIPLE ORGAN SYSTEMS. DESPITE DECADES OF RESEARCH AND AVAILABLE MURINE MODELS THAT CAPTURE SOME ASPECTS OF THE HUMAN DISEASE, NEW TREATMENTS FOR SLE LAG BEHIND OTHER AUTOIMMUNE DISEASES SUCH AS RHEUMATOID ARTHRITIS AND CROHN'S DISEASE. BIG DATA GENOMIC ASSAYS HAVE TRANSFORMED OUR UNDERSTANDING OF SLE BY PROVIDING IMPORTANT INSIGHTS INTO THE MOLECULAR HETEROGENEITY OF THIS MULTIGENIC DISEASE. GENE WIDE ASSOCIATION STUDIES HAVE DEMONSTRATED MORE THAN 100 RISK LOCI, SUPPORTING A MODEL OF MULTIPLE GENETIC HITS INCREASING SLE RISK IN A NON-LINEAR FASHION, AND PROVIDING EVIDENCE OF ANCESTRAL DIVERSITY IN SUSCEPTIBILITY LOCI. EPIGENETIC STUDIES TO DETERMINE THE ROLE OF METHYLATION, ACETYLATION AND NON-CODING RNAS HAVE PROVIDED NEW UNDERSTANDING OF THE MODULATION OF GENE EXPRESSION IN SLE PATIENTS AND IDENTIFIED NEW DRUG TARGETS AND BIOMARKERS FOR SLE. GENE EXPRESSION PROFILING HAS LED TO A GREATER UNDERSTANDING OF THE ROLE OF MYELOID CELLS IN THE PATHOGENESIS OF SLE, CONFIRMED ROLES FOR T AND B CELLS IN SLE, PROMOTED CLINICAL TRIALS BASED ON THE PROMINENT INTERFERON SIGNATURE FOUND IN SLE PATIENTS, AND IDENTIFIED CANDIDATE BIOMARKERS AND CELLULAR SIGNATURES TO FURTHER DRUG DEVELOPMENT AND DRUG REPURPOSING. GENE EXPRESSION STUDIES ARE ADVANCING OUR UNDERSTANDING OF THE UNDERLYING MOLECULAR HETEROGENEITY IN SLE AND PROVIDING HOPE THAT PATIENT STRATIFICATION WILL EXPEDITE NEW THERAPIES BASED ON PERSONAL MOLECULAR SIGNATURES. ALTHOUGH BIG DATA ANALYSES PRESENT UNIQUE INTERPRETATION CHALLENGES, BOTH COMPUTATIONALLY AND BIOLOGICALLY, ADVANCES IN MACHINE LEARNING APPLICATIONS MAY FACILITATE THE ABILITY TO PREDICT CHANGES IN SLE DISEASE ACTIVITY AND OPTIMIZE THERAPEUTIC STRATEGIES. 2020 2 777 34 CELL-FREE CIRCULATING EPIGENOMIC SIGNATURES: NON-INVASIVE BIOMARKER FOR CARDIOVASCULAR AND OTHER AGE-RELATED CHRONIC DISEASES. THE BURDEN OF CARDIO-VASCULAR AND OTHER AGE-RELATED NON-COMMUNICABLE DISEASES ARE RAPIDLY INCREASING WORLDWIDE. MAJORITY OF THESE CHRONIC AILMENTS ARE CURABLE, IF DIAGNOSED AT EARLY STAGES. CANDIDATE BIOMARKERS OF EARLY DETECTION ARE THEREFORE ESSENTIAL FOR IDENTIFICATION OF HIGH-RISK INDIVIDUALS, PROMPT AND ACCURATE DISEASE DIAGNOSIS, AND TO MONITOR THERAPEUTIC RESPONSE. THE FUNCTIONAL SIGNIFICANCE OF CIRCULATING NUCLEIC ACIDS THAT RECAPITULATE SPECIFIC DISEASE PROFILES IS NOW WELL ESTABLISHED. BUT SUBTLE CHANGES IN DNA SEQUENCE MAY NOT SOLELY REFLECT THE DIFFERENTIATION OF GENE EXPRESSION PATTERNS OBSERVED IN DIVERSE SET OF DISEASES AS EPIGENETIC PHENOMENA PLAY A LARGER ROLE IN AETIOLOGY AND PATHO-PHYSIOLOGY. UNLIKE GENETIC MARKERS, KNOWLEDGE ABOUT THE DIAGNOSTIC UTILITY OF CIRCULATING EPIGENETIC SIGNATURES: METHYLATED DNA; MICRO RNA AND MODIFIED HISTONES ARE DEFICIENT. CHARACTERIZATION OF THESE NOVEL ENTITIES THROUGH OMICS-BASED MOLECULAR TECHNOLOGIES MIGHT PROMPT DEVELOPMENT OF A RANGE OF LABORATORY-BASED STRATEGIES, THEREBY ACCELERATING THEIR BROADER TRANSLATIONAL PURPOSE FOR EARLY DISEASE DIAGNOSIS, MONITORING THERAPEUTIC RESPONSE AND DRUG RESISTANCE. HOWEVER, LARGEST OPPORTUNITY FOR INNOVATION LIES IN DEVELOPING POINT-OF-CARE TESTS WITH ACCURATE DIAGNOSTIC AND HIGHER PROGNOSTIC SCORE THAT IS APPLICABLE FOR SCREENING OF HIGH-RISK POPULATIONS. 2017 3 4856 29 OPTIMIZING RETROVIRAL GENE EXPRESSION FOR EFFECTIVE THERAPIES. WITH THEIR ABILITY TO INTEGRATE THEIR GENETIC MATERIAL INTO THE TARGET CELL GENOME, RETROVIRAL VECTORS (RV) OF BOTH THE GAMMA-RETROVIRAL (GAMMA-RV) AND LENTIVIRAL VECTOR (LV) CLASSES CURRENTLY REMAIN THE MOST EFFICIENT AND THUS THE SYSTEM OF CHOICE FOR ACHIEVING TRANSGENE RETENTION AND THEREFORE POTENTIALLY LONG-TERM EXPRESSION AND THERAPEUTIC BENEFIT. HOWEVER, GAMMA-RV AND LV INTEGRATION COMES AT A COST IN THAT TRANSCRIPTION UNITS WILL BE PRESENT WITHIN A NATIVE CHROMATIN ENVIRONMENT AND THUS BE SUBJECT TO EPIGENETIC EFFECTS (DNA METHYLATION, HISTONE MODIFICATIONS) THAT CAN NEGATIVELY IMPACT ON THEIR FUNCTION. INDEED, HIGHLY VARIABLE EXPRESSION AND SILENCING OF GAMMA-RV AND LV TRANSGENES ESPECIALLY RESULTING FROM PROMOTER DNA METHYLATION IS WELL DOCUMENTED AND WAS THE CAUSE OF THE FAILURE OF GENE THERAPY IN A CLINICAL TRIAL FOR X-LINKED CHRONIC GRANULOMATOUS DISEASE. THIS REVIEW WILL CRITICALLY EXPLORE THE USE OF DIFFERENT CLASSES OF GENETIC CONTROL ELEMENTS THAT CAN IN PRINCIPLE REDUCE VECTOR INSERTION SITE POSITION EFFECTS AND EPIGENETIC-MEDIATED SILENCING. THESE TRANSCRIPTIONAL REGULATORY ELEMENTS BROADLY DIVIDE THEMSELVES INTO EITHER THOSE WITH A CHROMATIN BOUNDARY OR BORDER FUNCTION (SCAFFOLD/MATRIX ATTACHMENT REGIONS, INSULATORS) OR THOSE WITH A DOMINANT CHROMATIN REMODELING AND TRANSCRIPTIONAL ACTIVATING CAPABILITY (LOCUS CONTROL REGIONS,, UBIQUITOUS CHROMATIN OPENING ELEMENTS). ALL THESE TYPES OF ELEMENTS HAVE THEIR STRENGTHS AND WEAKNESSES WITHIN THE CONSTRAINTS OF A GAMMA-RV AND LV BACKBONE, SHOWING VARYING DEGREES OF EFFICACY IN IMPROVING REPRODUCIBILITY AND STABILITY OF TRANSGENE FUNCTION. COMBINATIONS OF BOUNDARY AND CHROMATIN REMODELING; TRANSCRIPTIONAL ACTIVATING ELEMENTS, WHICH DO NOT IMPEDE VECTOR PRODUCTION; TRANSDUCTION EFFICIENCY; AND STABILITY ARE MOST LIKELY TO MEET THE REQUIREMENTS WITHIN A GENE THERAPY CONTEXT ESPECIALLY WHEN TARGETING A STEM CELL POPULATION. 2013 4 5702 28 SINGLE-CELL GENOMICS FOR INVESTIGATING PATHOGENESIS OF INFLAMMATORY DISEASES. RECENT TECHNICAL ADVANCES HAVE ENABLED UNBIASED TRANSCRIPTOMIC AND EPIGENETIC ANALYSIS OF EACH CELL, KNOWN AS "SINGLE-CELL ANALYSIS". SINGLE-CELL ANALYSIS HAS A VARIETY OF TECHNICAL APPROACHES TO INVESTIGATE THE STATE OF EACH CELL, INCLUDING MRNA LEVELS (TRANSCRIPTOME), THE IMMUNE REPERTOIRE (IMMUNE REPERTOIRE ANALYSIS), CELL SURFACE PROTEINS (SURFACE PROTEOME ANALYSIS), CHROMATIN ACCESSIBILITY (EPIGENOME), AND ACCORDANCE WITH GENOME VARIANTS (EQTLS; EXPRESSION QUANTITATIVE TRAIT LOCI). AS AN EFFECTIVE TOOL FOR INVESTIGATING ROBUST IMMUNE RESPONSES IN CORONAVIRUS DISEASE 2019 (COVID-19), MANY RESEARCHERS PERFORMED SINGLE-CELL ANALYSIS TO CAPTURE THE DIVERSE, UNBIASED IMMUNE CELL ACTIVATION AND DIFFERENTIATION. DESPITE CHALLENGES ELUCIDATING THE COMPLICATED IMMUNE MICROENVIRONMENTS OF CHRONIC INFLAMMATORY DISEASES USING EXISTING EXPERIMENTAL METHODS, IT IS NOW POSSIBLE TO CAPTURE THE SIMULTANEOUS IMMUNE FEATURES OF DIFFERENT CELL TYPES ACROSS INFLAMED TISSUES USING VARIOUS SINGLE-CELL TOOLS. IN THIS REVIEW, WE INTRODUCE PATIENT-BASED AND EXPERIMENTAL MOUSE MODEL RESEARCH UTILIZING SINGLE-CELL ANALYSES IN THE FIELD OF CHRONIC INFLAMMATORY DISEASES, AS WELL AS MULTI-ORGAN ATLAS TARGETING IMMUNE CELLS. 2023 5 3961 42 LONG NON-CODING RNAS: THE NEW FRONTIER INTO UNDERSTANDING THE ETIOLOGY OF ALCOHOL USE DISORDER. ALCOHOL USE DISORDER (AUD) IS A COMPLEX, CHRONIC, DEBILITATING CONDITION IMPACTING MILLIONS WORLDWIDE. GENETIC, ENVIRONMENTAL, AND EPIGENETIC FACTORS ARE KNOWN TO CONTRIBUTE TO THE DEVELOPMENT OF AUD. LONG NON-CODING RNAS (LNCRNAS) ARE A CLASS OF REGULATORY RNAS, COMMONLY REFERRED TO AS THE "DARK MATTER" OF THE GENOME, WITH LITTLE TO NO PROTEIN-CODING POTENTIAL. LNCRNAS HAVE BEEN IMPLICATED IN NUMEROUS PROCESSES CRITICAL FOR CELL SURVIVAL, SUGGESTING THAT THEY PLAY IMPORTANT FUNCTIONAL ROLES IN REGULATING DIFFERENT CELL PROCESSES. LNCRNAS WERE ALSO SHOWN TO DISPLAY HIGHER TISSUE SPECIFICITY THAN PROTEIN-CODING GENES AND HAVE A HIGHER ABUNDANCE IN THE BRAIN AND CENTRAL NERVOUS SYSTEM, DEMONSTRATING A POSSIBLE ROLE IN THE ETIOLOGY OF PSYCHIATRIC DISORDERS. INDEED, GENETIC (E.G., GENOME-WIDE ASSOCIATION STUDIES (GWAS)), MOLECULAR (E.G., EXPRESSION QUANTITATIVE TRAIT LOCI (EQTL)) AND EPIGENETIC STUDIES FROM POSTMORTEM BRAIN TISSUES HAVE IDENTIFIED A GROWING LIST OF LNCRNAS ASSOCIATED WITH NEUROPSYCHIATRIC AND SUBSTANCE USE DISORDERS. GIVEN THAT THE EXPRESSION PATTERNS OF LNCRNAS HAVE BEEN ASSOCIATED WITH WIDESPREAD CHANGES IN THE TRANSCRIPTOME, INCLUDING METHYLATION, CHROMATIN ARCHITECTURE, AND ACTIVATION OR SUPPRESSION OF TRANSLATIONAL ACTIVITY, THE REGULATORY NATURE OF LNCRNAS MAY BE UBIQUITOUS AND AN INNATE COMPONENT OF GENE REGULATION. IN THIS REVIEW, WE PRESENT A SYNOPSIS OF THE FUNCTIONAL IMPACT THAT LNCRNAS MAY PLAY IN THE ETIOLOGY OF AUD. WE ALSO DISCUSS THE CLASSIFICATIONS OF LNCRNAS, THEIR KNOWN FUNCTIONAL ROLES, AND THERAPEUTIC ADVANCEMENTS IN THE FIELD OF LNCRNAS TO FURTHER CLARIFY THE FUNCTIONAL RELATIONSHIP BETWEEN LNCRNAS AND AUD. 2022 6 2526 41 EPIGENETICS APPLIED TO PSYCHIATRY: CLINICAL OPPORTUNITIES AND FUTURE CHALLENGES. PSYCHIATRIC DISORDERS ARE CLINICALLY HETEROGENEOUS AND DEBILITATING CHRONIC DISEASES RESULTING FROM A COMPLEX INTERPLAY BETWEEN GENE VARIANTS AND ENVIRONMENTAL FACTORS. EPIGENETIC PROCESSES, SUCH AS DNA METHYLATION AND HISTONE POSTTRANSLATIONAL MODIFICATIONS, INSTRUCT THE CELL/TISSUE TO CORRECTLY INTERPRET EXTERNAL SIGNALS AND ADJUST ITS FUNCTIONS ACCORDINGLY. GIVEN THAT EPIGENETIC MODIFICATIONS ARE SENSITIVE TO ENVIRONMENT, STABLE, AND REVERSIBLE, EPIGENETIC STUDIES IN PSYCHIATRY COULD REPRESENT A PROMISING APPROACH TO BETTER UNDERSTANDING AND TREATING DISEASE. IN THE PRESENT REVIEW, WE AIM TO DISCUSS THE CLINICAL OPPORTUNITIES AND CHALLENGES ARISING FROM THE EPIGENETIC RESEARCH IN PSYCHIATRY. USING SELECTED EXAMPLES, WE FIRST RECAPITULATE KEY FINDINGS SUPPORTING THE ROLE OF ADVERSE LIFE EVENTS, ALONE OR IN COMBINATION WITH GENETIC RISK, IN EPIGENETIC PROGRAMMING OF NEUROPSYCHIATRIC SYSTEMS. EPIGENETIC STUDIES FURTHER REPORT ENCOURAGING FINDINGS ABOUT THE USE OF METHYLATION CHANGES AS DIAGNOSTIC MARKERS OF DISEASE PHENOTYPE AND PREDICTIVE TOOLS OF PROGRESSION AND RESPONSE TO TREATMENT. THEN WE DISCUSS THE POTENTIAL OF USING TARGETED EPIGENETIC PHARMACOTHERAPY, COMBINED WITH PSYCHOSOCIAL INTERVENTIONS, FOR FUTURE PERSONALIZED MEDICINE FOR PATIENTS. FINALLY, WE REVIEW THE METHODOLOGICAL LIMITATIONS THAT COULD HINDER INTERPRETATION OF EPIGENETIC DATA IN PSYCHIATRY. THEY MAINLY ARISE FROM HETEROGENEITY AT THE INDIVIDUAL AND TISSUE LEVEL AND REQUIRE FUTURE STRATEGIES IN ORDER TO REINFORCE THE BIOLOGICAL RELEVANCE OF EPIGENETIC DATA AND ITS TRANSLATIONAL USE IN PSYCHIATRY. OVERALL, WE SUGGEST THAT EPIGENETICS COULD PROVIDE NEW INSIGHTS INTO A MORE COMPREHENSIVE INTERPRETATION OF MENTAL ILLNESS AND MIGHT EVENTUALLY IMPROVE THE NOSOLOGY, TREATMENT, AND PREVENTION OF PSYCHIATRIC DISORDERS. 2018 7 2074 49 EPIGENETIC DEREGULATION IN CHRONIC LYMPHOCYTIC LEUKEMIA: CLINICAL AND BIOLOGICAL IMPACT. DEREGULATED TRANSCRIPTIONAL CONTROL CAUSED BY ABERRANT DNA METHYLATION AND/OR HISTONE MODIFICATIONS IS A HALLMARK OF CANCER CELLS. IN CHRONIC LYMPHOCYTIC LEUKEMIA (CLL), THE MOST COMMON ADULT LEUKEMIA, THE EPIGENETIC 'LANDSCAPE' HAS ADDED A NEW LAYER OF COMPLEXITY TO OUR UNDERSTANDING OF THIS CLINICALLY AND BIOLOGICALLY HETEROGENEOUS DISEASE. EARLY STUDIES IDENTIFIED ABERRANT DNA METHYLATION, OFTEN BASED ON SINGLE GENE PROMOTER ANALYSIS WITH BOTH BIOLOGICAL AND CLINICAL IMPACT. SUBSEQUENT GENOME-WIDE PROFILING STUDIES REVEALED DIFFERENTIAL DNA METHYLATION BETWEEN CLLS AND CONTROLS AND IN PROGNOSTICS SUBGROUPS OF THE DISEASE. FROM THESE STUDIES, IT BECAME APPARENT THAT DNA METHYLATION IN REGIONS OUTSIDE OF PROMOTERS, SUCH AS ENHANCERS, IS IMPORTANT FOR THE REGULATION OF CODING GENES AS WELL AS FOR THE REGULATION OF NON-CODING RNAS. ALTHOUGH DNA METHYLATION PROFILES ARE REPORTEDLY STABLE OVER TIME AND IN RELATION TO THERAPY, A HIGHER EPIGENETIC HETEROGENEITY OR 'BURDEN' IS SEEN IN MORE AGGRESSIVE CLL SUBGROUPS, ALBEIT AS NON-RECURRENT 'PASSENGER' EVENTS. MORE RECENTLY, DNA METHYLATION PROFILES IN CLL ANALYZED IN RELATION TO DIFFERENTIATING NORMAL B-CELL POPULATIONS REVEALED THAT THE MAJORITY OF THE CLL EPIGENOME REFLECTS THE EPIGENOMES PRESENT IN THE CELL OF ORIGIN AND THAT ONLY A SMALL FRACTION OF THE EPIGENETIC ALTERATIONS REPRESENTS TRULY CLL-SPECIFIC CHANGES. FURTHERMORE, CLL PATIENTS CAN BE GROUPED INTO AT LEAST THREE CLINICALLY RELEVANT EPIGENETIC SUBGROUPS, POTENTIALLY ORIGINATING FROM DIFFERENT CELLS AT VARIOUS STAGES OF DIFFERENTIATION AND ASSOCIATED WITH DISTINCT OUTCOMES. IN THIS REVIEW, WE SUMMARIZE THE CURRENT UNDERSTANDING OF THE DNA METHYLOME IN CLL, THE ROLE OF HISTONE MODIFYING ENZYMES, HIGHLIGHT INSIGHTS DERIVED FROM ANIMAL MODELS AND ATTEMPTS MADE TO TARGET EPIGENETIC REGULATORS IN CLL ALONG WITH THE FUTURE DIRECTIONS OF THIS RAPIDLY ADVANCING FIELD. 2018 8 6643 36 UNRAVELLING THE COMPLEX GENETIC BACKGROUND OF ATOPIC DERMATITIS: FROM GENETIC ASSOCIATION RESULTS TOWARDS NOVEL THERAPEUTIC STRATEGIES. ATOPIC DERMATITIS (AD) IS A CHRONIC INFLAMMATORY SKIN DISEASE ARISING FROM COMPLEX INTERACTION BETWEEN GENETIC AND ENVIRONMENTAL FACTORS. AS THE STARTING POINT OF THE SO-CALLED "ATOPIC MARCH", E.G. THE PROGRESSION TOWARDS ALLERGIC ASTHMA IN SOME BUT NOT ALL AFFECTED CHILDREN, AD HAS COME INTO FOCUS FOR POTENTIAL DISEASE-MODIFYING STRATEGIES. TO ELUCIDATE THE GENETIC FACTORS INFLUENCING AD DEVELOPMENT, LINKAGE, ASSOCIATION AS WELL AS GENOME-WIDE ASSOCIATION STUDIES HAVE BEEN PERFORMED OVER THE LAST TWO DECADES. THE RESULTS SUGGEST THAT BESIDES VARIATION IN IMMUNE-MEDIATED PATHWAYS, AN INTACT SKIN BARRIER FUNCTION PLAYS A KEY ROLE IN AD DEVELOPMENT. MUTATIONS IN THE GENE ENCODING FILAGGRIN, A MAJOR STRUCTURAL PROTEIN IN THE EPIDERMIS, HAVE BEEN CONSISTENTLY ASSOCIATED WITH AD, ESPECIALLY THE EARLY-ONSET PERSISTENT FORM OF DISEASE, AND ARE REGARDED AS THE MOST SIGNIFICANT KNOWN RISK FACTOR FOR AD DEVELOPMENT TO DATE. ADDITIONALLY, VARIATION IN SOME OTHER GENES INVOLVED IN SKIN INTEGRITY AND BARRIER FUNCTION HAVE SHOWN ASSOCIATION WITH AD. HOWEVER, THE KNOWN GENETIC RISK FACTORS CAN ONLY EXPLAIN A SMALL PART OF THE HERITABILITY AT THE MOMENT. WHOLE-EXOME OR WHOLE-GENOME SEQUENCING STUDIES HAVE NOT BEEN REPORTED YET, BUT WILL PROBABLY SOON EVALUATE THE INFLUENCE OF RARE VARIATIONS FOR AD DEVELOPMENT. ADDITIONALLY, LARGE MULTI-CENTRE STUDIES COMPREHENSIVELY INCORPORATING GENE-GENE AND GENE-ENVIRONMENT INTERACTIONS AS WELL AS EPIGENETIC MECHANISMS MIGHT FURTHER ELUCIDATE THE GENETIC FACTORS UNDERLYING AD PATHOGENESIS AND, THUS, OPEN THE WAY FOR A MORE INDIVIDUALIZED TREATMENT IN THE FUTURE. 2015 9 2516 48 EPIGENETICS AND SYSTEMIC LUPUS ERYTHEMATOSUS: UNMET NEEDS. SYSTEMIC LUPUS ERYTHEMATOSUS (SLE) IS A CHRONIC RELAPSING-REMITTING AUTOIMMUNE DISEASE AFFECTING SEVERAL ORGANS. ALTHOUGH THE MANAGEMENT OF LUPUS PATIENTS HAS IMPROVED IN THE LAST YEARS, SEVERAL ASPECTS STILL REMAIN CHALLENGING. MORE SENSITIVE AND SPECIFIC BIOMARKERS FOR AN EARLY DIAGNOSIS AS WELL AS FOR MONITORING DISEASE ACTIVITY AND TISSUE DAMAGE ARE NEEDED. GENOME-WIDE ASSOCIATION AND GENE MAPPING STUDIES HAVE SUPPORTED THE GENETIC BACKGROUND FOR SLE SUSCEPTIBILITY. HOWEVER, THE RELATIVELY MODEST RISK ASSOCIATION AND THE STUDIES IN TWINS HAVE SUGGESTED A ROLE FOR ENVIRONMENTAL AND EPIGENETIC FACTORS, AS WELL AS GENETIC-EPIGENETIC INTERACTION. ACCORDINGLY, THERE IS EVIDENCE THAT DIFFERENCES IN DNA METHYLATION, HISTONE MODIFICATIONS, AND MIRNA PROFILING CAN BE FOUND IN LUPUS PATIENTS VERSUS NORMAL SUBJECTS. MOREOVER, IMPAIRED DNA METHYLATION ON THE INACTIVE X-CHROMOSOME WAS SUGGESTED TO EXPLAIN, AT LEAST IN PART, THE FEMALE PREVALENCE OF THE DISEASE. EPIGENETIC MARKERS MAY BE HELP IN FULFILLING THE UNMET NEEDS FOR SLE BY OFFERING NEW DIAGNOSTIC TOOLS, NEW BIOMARKERS FOR MONITORING DISEASE ACTIVITY, OR TO BETTER CHARACTERIZE PATIENTS WITH A SILENT CLINICAL DISEASE BUT WITH AN ACTIVE SEROLOGY. ANTI-DNA, ANTI-PHOSPHOLIPID, AND ANTI-RO/SSA AUTOANTIBODIES ARE THOUGHT TO BE PATHOGENIC FOR GLOMERULONEPHRITIS, RECURRENT THROMBOSIS AND MISCARRIAGES, AND NEONATAL LUPUS, RESPECTIVELY. HOWEVER, TISSUE DAMAGE OCCURS OCCASIONALLY OR, IN SOME PATIENTS, ONLY IN SPITE OF THE PERSISTENT PRESENCE OF THE ANTIBODIES. PRELIMINARY STUDIES SUGGEST THAT EPIGENETIC MECHANISMS MAY EXPLAIN WHY THE DAMAGE TAKES PLACE IN SOME PATIENTS ONLY OR AT A GIVEN TIME. 2016 10 6676 31 USING EPIGENETIC TOOLS TO INVESTIGATE ANTIDEPRESSANT RESPONSE. MAJOR DEPRESSIVE DISORDER IS A CHRONIC AND DEBILITATING ILLNESS. IT IS MOST COMMONLY TREATED WITH ANTIDEPRESSANT DRUGS, HOWEVER, AS THE MAJORITY OF PATIENTS DO NOT RESPOND ON THEIR FIRST TRIAL OR FOLLOWING SEVERAL ADEQUATE TRIALS, THERE IS GREAT INTEREST IN IDENTIFYING BIOLOGICAL FACTORS THAT MAY HELP SELECT THE MOST APPROPRIATE TREATMENT FOR EACH PATIENT AND IN UNDERSTANDING BIOLOGICAL PROCESSES THAT MEDIATE TREATMENT RESPONSE. EPIGENETIC FACTORS, SUCH AS NON-CODING RNAS (NCRNAS), HOLD POTENTIAL AS BIOMARKERS OF ANTIDEPRESSANT RESPONSE. IN THIS CHAPTER, WE REVIEW KEY METHODOLOGICAL CONSIDERATIONS WHEN INVESTIGATING NCRNA BIOMARKERS, INCLUDING BIOLOGICAL SAMPLES AND TECHNOLOGIES WHICH HAVE BEEN USED IN THESE STUDIES. SECONDLY, WE SUMMARIZE FINDINGS FROM STUDIES INVESTIGATING NCRNAS IN ANTIDEPRESSANT TREATMENT RESPONSE. FINALLY, WE DISCUSS SOME OF THE FUTURE DIRECTIONS WHICH WILL BE NECESSARY FOR THE DEVELOPMENT OF CLINICALLY RELEVANT EPIGENETIC TOOLS. 2018 11 2920 41 GENE-SET ANALYSIS IS SEVERELY BIASED WHEN APPLIED TO GENOME-WIDE METHYLATION DATA. MOTIVATION: DNA METHYLATION IS AN EPIGENETIC MARK THAT CAN STABLY REPRESS GENE EXPRESSION. BECAUSE OF ITS BIOLOGICAL AND CLINICAL SIGNIFICANCE, SEVERAL METHODS HAVE BEEN DEVELOPED TO COMPARE GENOME-WIDE PATTERNS OF METHYLATION BETWEEN GROUPS OF SAMPLES. THE APPLICATION OF GENE SET ANALYSIS TO IDENTIFY RELEVANT GROUPS OF GENES THAT ARE ENRICHED FOR DIFFERENTIALLY METHYLATED GENES IS OFTEN A MAJOR COMPONENT OF THE ANALYSIS OF THESE DATA. THIS CAN BE USED, FOR EXAMPLE, TO IDENTIFY PROCESSES OR PATHWAYS THAT ARE PERTURBED IN DISEASE DEVELOPMENT. WE SHOW THAT GENE-SET ANALYSIS, AS IT IS TYPICALLY APPLIED TO GENOME-WIDE METHYLATION ASSAYS, IS SEVERELY BIASED AS A RESULT OF DIFFERENCES IN THE NUMBERS OF CPG SITES ASSOCIATED WITH DIFFERENT CLASSES OF GENES AND GENE PROMOTERS. RESULTS: WE DEMONSTRATE THIS BIAS USING PUBLISHED DATA FROM A STUDY OF DIFFERENTIAL CPG ISLAND METHYLATION IN LUNG CANCER AND A DATASET WE GENERATED TO STUDY METHYLATION CHANGES IN PATIENTS WITH LONG-STANDING ULCERATIVE COLITIS. WE SHOW THAT SEVERAL OF THE GENE SETS THAT SEEM ENRICHED WOULD ALSO BE IDENTIFIED WITH RANDOMIZED DATA. WE SUGGEST TWO EXISTING APPROACHES THAT CAN BE ADAPTED TO CORRECT THE BIAS. ACCOUNTING FOR THE BIAS IN THE LUNG CANCER AND ULCERATIVE COLITIS DATASETS PROVIDES NOVEL BIOLOGICAL INSIGHTS INTO THE ROLE OF METHYLATION IN CANCER DEVELOPMENT AND CHRONIC INFLAMMATION, RESPECTIVELY. OUR RESULTS HAVE SIGNIFICANT IMPLICATIONS FOR MANY PREVIOUS GENOME-WIDE METHYLATION STUDIES THAT HAVE DRAWN CONCLUSIONS ON THE BASIS OF SUCH STRONGLY BIASED ANALYSIS. CONTACT: CATHAL.SEOIGHE@NUIGALWAY.IE SUPPLEMENTARY INFORMATION: SUPPLEMENTARY DATA ARE AVAILABLE AT BIOINFORMATICS ONLINE. 2013 12 2017 44 EPIGENETIC BIOMARKERS IN RHEUMATOLOGY - THE FUTURE? EPIGENETIC CHANGES ARE STABLE MODIFICATIONS OF DNA OR HISTONES THAT PROFOUNDLY ALTER GENE EXPRESSION. THEY CAN BE CHANGED BY ENVIRONMENTAL INFLUENCES AND CAN THEN BE PASSED ON TO DAUGHTER CELLS OR VIA THE GERM LINE TO OFFSPRING. A VARIETY OF CHANGES IN EPIGENETIC MARKS AND IN THE EXPRESSION OF NONCODING RNA HAS BEEN FOUND IN CANCER AS WELL AS IN CHRONIC INFLAMMATORY DISEASES. INTERESTINGLY, IN BOTH DISEASES SIMILAR MECHANISMS AND PATHWAYS ARE AFFECTED ALBEIT OFTEN TO A DIFFERENT EXTENT. DNA METHYLATION IS OFTEN LOST IN REPETITIVE SEQUENCES, WHILE IN PROMOTER REGIONS HYPO- AS WELL AS HYPERMETHYLATION IS FOUND. CHANGES IN MICRORNA LEVELS TYPICALLY AFFECT MICRORNAS THAT ARE CHANGED BY AN INFLAMMATORY ENVIRONMENT, BUT DISEASE SPECIFIC CHANGES HAVE ALSO BEEN FOUND IN THE BLOOD AND VARIOUS CELL TYPES OF PATIENTS WITH RHEUMATOID ARTHRITIS, SYSTEMIC LUPUS ERYTHEMATOSUS AND OTHER RHEUMATIC DISEASES. THEREFORE, CHANGES IN THE EXPRESSION OF MICRORNA IN PARTICULAR, BUT ALSO DEMETHYLATED GENE LOCI, HAVE BEEN PROPOSED AS POTENTIAL BIOMARKERS IN CHRONIC INFLAMMATORY DISEASES AND IN CANCER. POTENTIALLY, THESE CHANGES COULD BE USED FOR EARLY DIAGNOSIS AND ALSO TO PREDICT TREATMENT RESPONSE. UNFORTUNATELY MOST STUDIES IN RHEUMATOLOGY UP TO NOW WERE NOT DESIGNED TO VALIDATE THESE EPIGENETIC CHANGES AS BIOMARKERS. SINCE THE CANCER FIELD IS MUCH MORE ADVANCED IN THE USAGE OF BIOMARKERS FOR DISEASE SUBCLASSIFICATIONS AND SUBSEQUENT THERAPEUTIC DECISIONS, IT IS WORTHWHILE TO TAKE A CLOSER LOOK AT THE BIOMARKERS, METHODS AND PROCEDURES USED IN ONCOLOGY AND TO SEE WHICH OF THESE COULD ALSO BE APPLIED TO PREDICTING DISEASE SEVERITY AND THERAPEUTIC RESPONSE IN RHEUMATIC DISEASES. THIS ARTICLE WILL HIGHLIGHT COMMON EPIGENETIC PATHWAYS ACTIVATED IN CANCER AND VARIOUS RHEUMATIC DISEASES AND SUMMARISE EPIGENETIC CHANGES THAT HAVE THE POTENTIAL TO BECOME BIOMARKERS IN RHEUMATIC DISEASES. 2016 13 6447 32 THERAPEUTIC PROSPECTS FOR EPIGENETIC MODULATION. INTRODUCTION: EPIGENETICS DESCRIBES THE PHENOMENON OF HERITABLE CHANGES IN GENE REGULATION GOVERNED BY NON-MENDELIAN PROCESSES, PRIMARILY THROUGH BIOCHEMICAL MODIFICATIONS TO CHROMATIN THAT OCCUR DURING CELL DIFFERENTIATION AND DEVELOPMENT. ABNORMAL LEVELS OF DNA AND/OR HISTONE MODIFICATIONS ARE OBSERVED IN PATIENTS WITH A WIDE VARIETY OF CHRONIC DISEASES. DRUGS THAT TARGET THE PROTEINS CONTROLLING THESE CHROMATIN MODIFICATIONS CAN MODULATE THE EXPRESSION OF CLUSTERS OF GENES, POTENTIALLY OFFERING HIGHER THERAPEUTIC EFFICACY THAN CLASSICAL AGENTS WITH SINGLE TARGET PHARMACOLOGIES THAT ARE SUSCEPTIBLE TO BIOCHEMICAL PATHWAY DEGENERACY. AREAS COVERED: THIS ARTICLE REVIEWS RESEARCH CHARACTERIZING DYSREGULATION OF EPIGENETIC PROCESSES IN CANCER, IMMUNO-INFLAMMATORY, PSYCHIATRIC, NEUROLOGICAL, METABOLIC AND VIROLOGY DISEASE AREAS, AND SUMMARIZES RECENT DEVELOPMENTS IN IDENTIFYING SMALL MOLECULE MODULATORS THAT ARE BEING USED TO INFORM TARGET DISCOVERY AND INITIATE DRUG DISCOVERY PROJECTS. EXPERT OPINION: THERE ARE NUMEROUS POTENTIAL OPPORTUNITIES FOR EPIGENETIC MODULATORS IN TREATING A WIDE RANGE OF CHRONIC DISEASES; HOWEVER, THE FIELD IS COMPLEX, INVOLVING > 300 PROTEINS, AND MUCH WORK IS STILL REQUIRED TO PROVIDE TOOLS TO UNRAVEL THE FUNCTIONS OF INDIVIDUAL PROTEINS, PARTICULARLY IN VIVO. THIS GROUNDWORK IS ESSENTIAL TO ALLOW THE DRUG DISCOVERY COMMUNITY TO FOCUS ON THOSE EPIGENETIC PROTEINS MOST LIKELY TO BE SUITABLE TARGETS FOR SAFE, EFFICACIOUS NEW THERAPIES. 2011 14 1516 41 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 15 4325 39 MICRORNAS IN THE EVALUATION AND POTENTIAL TREATMENT OF LIVER DISEASES. ACUTE AND CHRONIC LIVER DISEASE CONTINUE TO RESULT IN SIGNIFICANT MORBIDITY AND MORTALITY OF PATIENTS, ALONG WITH INCREASING BURDEN ON THEIR FAMILIES, SOCIETY AND THE HEALTH CARE SYSTEM. THIS IN PART IS DUE TO INCREASED INCIDENCE OF LIVER DISEASE ASSOCIATED FACTORS SUCH AS METABOLIC SYNDROME; IMPROVED SURVIVAL OF PATIENTS WITH CHRONIC PREDISPOSING CONDITIONS SUCH AS HIV; AS WELL AS ADVANCES IN THE FIELD OF TRANSPLANTATION AND ASSOCIATED CARE LEADING TO IMPROVED SURVIVAL. THE FACT THAT ONE DISEASE CAN RESULT IN DIFFERENT MANIFESTATIONS AND OUTCOMES HIGHLIGHTS THE NEED FOR IMPROVED UNDERSTANDING OF NOT JUST GENETIC PHENOMENON PREDISPOSING TO A CONDITION, BUT ADDITIONALLY THE ROLE OF EPIGENETIC AND ENVIRONMENTAL FACTORS LEADING TO THE PHENOTYPE OF THE DISEASE. IT IS NOT SURPRISING THAT PROVIDERS CONTINUE TO FACE DAILY CHALLENGES PERTAINING TO DIAGNOSTIC ACCURACY, PROGNOSTICATION OF DISEASE SEVERITY, PROGRESSION, AND RESPONSE TO THERAPIES. A NUMBER OF THESE CHALLENGES CAN BE ADDRESSED BY INCORPORATING A PERSONALIZED APPROACH OF MANAGEMENT TO THE CURRENT PARADIGM OF CARE. RECENT ADVANCES IN THE FIELDS OF MOLECULAR BIOLOGY AND GENETICS HAVE PAVED THE WAY TO MORE ACCURATE, INDIVIDUALIZED AND PRECISE APPROACH TO CARING FOR LIVER DISEASE. THE STUDY OF MICRORNAS AND THEIR ROLE IN BOTH HEALTHY AND DISEASED LIVERS IS ONE EXAMPLE OF SUCH ADVANCES. AS THESE SMALL, NON-CODING RNAS WORK ON FINE-TUNING OF CELLULAR ACTIVITIES AND ORGAN FUNCTION IN A DYNAMIC AND PRECISE FASHION, THEY PROVIDE US A GOLDEN OPPORTUNITY TO ADVANCE THE FIELD OF HEPATOLOGY. THE STUDY OF MICRORNAS IN LIVER DISEASE PROMISES TREMENDOUS IMPROVEMENT IN HEPATOLOGY AND IS LIKELY TO LAY THE FOUNDATION TOWARDS A PERSONALIZED APPROACH IN LIVER DISEASE. 2016 16 3038 37 GENOME ENGINEERING FOR OSTEOARTHRITIS: FROM DESIGNER CELLS TO DISEASE-MODIFYING DRUGS. BACKGROUND: OSTEOARTHRITIS (OA) IS A HIGHLY PREVALENT DEGENERATIVE JOINT DISEASE INVOLVING JOINT CARTILAGE AND ITS SURROUNDING TISSUES. OA IS THE LEADING CAUSE OF PAIN AND DISABILITY WORLDWIDE. AT PRESENT, THERE ARE NO DISEASE-MODIFYING OA DRUGS, AND THE PRIMARY THERAPIES INCLUDE EXERCISE AND NONSTEROIDAL ANTI-INFLAMMATORY DRUGS UNTIL TOTAL JOINT REPLACEMENT AT THE END-STAGE OF THE DISEASE. METHODS: IN THIS REVIEW, WE SUMMARIZED THE CURRENT STATE OF KNOWLEDGE IN GENETIC AND EPIGENETIC ASSOCIATIONS AND RISK FACTORS FOR OA AND THEIR POTENTIAL DIAGNOSTIC AND THERAPEUTIC APPLICATIONS. RESULTS: GENOME-WIDE ASSOCIATION STUDIES AND ANALYSIS OF EPIGENETIC MODIFICATIONS (SUCH AS MIRNA EXPRESSION, DNA METHYLATION AND HISTONE MODIFICATIONS) CONDUCTED ACROSS VARIOUS POPULATIONS SUPPORT THE NOTION THAT THERE IS A GENETIC BASIS FOR CERTAIN SUBSETS OF OA PATHOGENESIS. CONCLUSION: WITH RECENT ADVANCES IN THE DEVELOPMENT OF GENOME EDITING TECHNOLOGIES SUCH AS THE CRISPR-CAS9 SYSTEM, THESE GENETIC AND EPIGENETIC ALTERNATIONS IN OA CAN BE USED AS PLATFORMS FROM WHICH POTENTIAL BIOMARKERS FOR THE DIAGNOSIS, PROGNOSIS, DRUG RESPONSE, AND DEVELOPMENT OF POTENTIAL PERSONALIZED THERAPEUTIC TARGETS FOR OA CAN BE APPROACHED. FURTHERMORE, GENOME EDITING HAS ALLOWED THE DEVELOPMENT OF "DESIGNER" CELLS, WHEREBY THE RECEPTORS, GENE REGULATORY NETWORKS, OR TRANSGENES CAN BE MODIFIED AS A BASIS FOR NEW CELL-BASED THERAPIES. 2019 17 738 34 CANCER SUSCEPTIBILITY: EPIGENETIC MANIFESTATION OF ENVIRONMENTAL EXPOSURES. CANCER IS A DISEASE THAT RESULTS FROM BOTH GENETIC AND EPIGENETIC CHANGES. DISCORDANT PHENOTYPES AND VARYING INCIDENCES OF COMPLEX DISEASES SUCH AS CANCER IN MONOZYGOTIC TWINS AS WELL AS GENETICALLY IDENTICAL LABORATORY ANIMALS HAVE LONG BEEN ATTRIBUTED TO DIFFERENCES IN ENVIRONMENTAL EXPOSURES. ACCUMULATING EVIDENCE INDICATES, HOWEVER, THAT DISPARITIES IN GENE EXPRESSION RESULTING FROM VARIABLE MODIFICATIONS IN DNA METHYLATION AND CHROMATIN STRUCTURE IN RESPONSE TO THE ENVIRONMENT ALSO PLAY A ROLE IN DIFFERENTIAL SUSCEPTIBILITY TO DISEASE. DESPITE A GROWING CONSENSUS ON THE IMPORTANCE OF EPIGENETICS IN THE ETIOLOGY OF CHRONIC HUMAN DISEASES, THE GENES MOST PRONE TO EPIGENETIC DYSREGULATION ARE INCOMPLETELY DEFINED. MOREOVER, NEITHER THE ENVIRONMENTAL AGENTS MOST STRONGLY AFFECTING THE EPIGENOME NOR THE CRITICAL WINDOWS OF VULNERABILITY TO ENVIRONMENTALLY INDUCED EPIGENETIC ALTERATIONS ARE ADEQUATELY CHARACTERIZED. THESE MAJOR DEFICITS IN KNOWLEDGE MARKEDLY IMPAIR OUR ABILITY TO UNDERSTAND FULLY THE ETIOLOGY OF CANCER AND THE IMPORTANCE OF THE EPIGENOME IN DIAGNOSING AND PREVENTING THIS DEVASTATING DISEASE. 2007 18 4678 38 NEW MOLECULAR MARKERS IN RESISTANT B-CLL. B-CHRONIC LYMPHOCYTIC LEUKEMIA (B-CLL) IS CHARACTERIZED BY A HIGHLY VARIABLE CLINICAL COURSE WHICH HAS LONG REMAINED A STUMBLING BLOCK FOR CLINICIANS. THIS VARIABILITY APPEARS TO ARISE FROM COMPLEX MOLECULAR ALTERATIONS IDENTIFIED IN MALIGNANT CELLS FROM PATIENT SUBSETS. RECENT STUDIES HAVE FOCUSED IN PARTICULAR ON IDENTIFYING NEW MOLECULAR MARKERS TO HELP PREDICT THE MOST EFFECTIVE AND ADAPTED TREATMENTS. IN ADDITION TO THE MUTATION STATUS OF IMMUNOGLOBULIN VARIABLE HEAVY-CHAIN REGION (IGVH) GENES, WHICH IS A WELL-ESTABLISHED PREDICTIVE FACTOR IN B-CLL, THESE NEW MARKERS INCLUDE DEFECTS OF CELL FACTORS INVOLVED IN THE MAINTENANCE OF GENOME STABILITY, SUCH AS TELOMERE FUNCTION, DNA REPAIR, ATM AND P53. OTHER PREDICTIVE FACTORS, SUCH AS TYROSINE KINASE ZAP-70 AND SOLUBLE FACTORS FOUND IN PATIENT SERA, MAY BE ASSOCIATED WITH B-CELL RECEPTOR SIGNAL TRANSDUCTION. INTERESTINGLY, AN ALTERATION OF THESE FACTORS FITS CLOSELY, THOUGH NOT STRIKINGLY, WITH THE ABSENCE OF SOMATIC MUTATIONS IN IGVH GENES, SUGGESTING THAT THE LATTER MAY BE DUE EITHER TO EPIGENETIC EVENTS LEADING TO AN UNSTABLE GENOME OR TO AN INHERITED DEFECT IN THE IMMUNE RESPONSE OF MALIGNANT B-CELLS. RECENT LESSONS FROM ZAP-70 EXPRESSION/PHOSPHORYLATION SUGGEST THAT SOME OF THESE MARKERS MAY REFLECT THE DEFECTIVE PATHWAYS IN B-CLL CELLS RATHER THAN BEING MARKERS OF CELL MALIGNANCY PER SE. FURTHERMORE, SPECIFIC SUBSETS OF MARKERS ARE FOUND IN PATIENT CELLS RESISTANT TO TREATMENT. CURRENT STUDIES ON GENE EXPRESSION PROFILING AND PROTEOMIC ANALYSES SHOULD SOON LEAD TO A BETTER UNDERSTANDING OF HOW THESE PATHWAYS ARE AFFECTED, ESPECIALLY IN MULTI-DRUG RESISTANT B-CLL. 2006 19 661 40 BLOOD MIR-144-3P: A NOVEL DIAGNOSTIC AND THERAPEUTIC TOOL FOR DEPRESSION. MAJOR DEPRESSIVE DISORDER (MDD) IS THE LEADING CAUSE OF DISABILITY WORLDWIDE. THERE IS AN URGENT NEED FOR OBJECTIVE BIOMARKERS TO DIAGNOSE THIS HIGHLY HETEROGENEOUS SYNDROME, ASSIGN TREATMENT, AND EVALUATE TREATMENT RESPONSE AND PROGNOSIS. MICRORNAS (MIRNAS) ARE SHORT NON-CODING RNAS, WHICH ARE DETECTED IN BODY FLUIDS THAT HAVE EMERGED AS POTENTIAL BIOMARKERS OF MANY DISEASE CONDITIONS. THE PRESENT STUDY EXPLORED THE POTENTIAL USE OF MIRNAS AS BIOMARKERS FOR MDD AND ITS TREATMENT. WE PROFILED THE EXPRESSION LEVELS OF CIRCULATING BLOOD MIRNAS FROM MICE THAT WERE COLLECTED BEFORE AND AFTER EXPOSURE TO CHRONIC SOCIAL DEFEAT STRESS (CSDS), AN EXTENSIVELY VALIDATED MOUSE MODEL USED TO STUDY DEPRESSION, AS WELL AS AFTER EITHER REPEATED IMIPRAMINE OR SINGLE-DOSE KETAMINE TREATMENT. WE OBSERVED ROBUST DIFFERENCES IN BLOOD MIRNA SIGNATURES BETWEEN STRESS-RESILIENT AND STRESS-SUSCEPTIBLE MICE AFTER AN INCUBATION PERIOD, BUT NOT IMMEDIATELY AFTER EXPOSURE TO THE STRESS. FURTHERMORE, KETAMINE TREATMENT WAS MORE EFFECTIVE THAN IMIPRAMINE AT RE-ESTABLISHING BASELINE MIRNA EXPRESSION LEVELS, BUT ONLY IN MICE THAT RESPONDED BEHAVIORALLY TO THE DRUG. WE IDENTIFIED THE RED BLOOD CELL-SPECIFIC MIR-144-3P AS A CANDIDATE BIOMARKER TO AID DEPRESSION DIAGNOSIS AND PREDICT KETAMINE TREATMENT RESPONSE IN STRESS-SUSCEPTIBLE MICE AND MDD PATIENTS. LASTLY, WE DEMONSTRATE THAT SYSTEMIC KNOCKDOWN OF MIR-144-3P, VIA SUBCUTANEOUS ADMINISTRATION OF A SPECIFIC ANTAGOMIR, IS SUFFICIENT TO REDUCE THE DEPRESSION-RELATED PHENOTYPE IN STRESS-SUSCEPTIBLE MICE. RNA-SEQUENCING ANALYSIS OF BLOOD AFTER SUCH MIR-144-3P KNOCKDOWN REVEALED A BLUNTED TRANSCRIPTIONAL STRESS SIGNATURE AS WELL. THESE FINDINGS IDENTIFY MIR-144-3P AS A NOVEL TARGET FOR DIAGNOSIS OF MDD AS WELL AS FOR ANTIDEPRESSANT TREATMENT, AND ENHANCE OUR UNDERSTANDING OF EPIGENETIC PROCESSES ASSOCIATED WITH DEPRESSION. 2022 20 1071 28 CLONAL DYNAMICS IN CHRONIC LYMPHOCYTIC LEUKEMIA. CHRONIC LYMPHOCYTIC LEUKEMIA HAS A HIGHLY VARIABLE DISEASE COURSE ACROSS PATIENTS, THOUGHT TO BE DRIVEN BY THE VAST INTER- AND INTRAPATIENT MOLECULAR HETEROGENEITY DESCRIBED IN SEVERAL LARGE-SCALE DNA-SEQUENCING STUDIES CONDUCTED OVER THE PAST DECADE. ALTHOUGH THE LAST 5 YEARS HAVE SEEN A DRAMATIC SHIFT IN THE THERAPEUTIC LANDSCAPE FOR CHRONIC LYMPHOCYTIC LEUKEMIA, INCLUDING THE REGULATORY APPROVAL OF SEVERAL POTENT TARGETED AGENTS (IE, IDELALISIB, IBRUTINIB, VENETOCLAX), THE VAST MAJORITY OF PATIENTS STILL INEVITABLY EXPERIENCE DISEASE RECURRENCE OR PERSISTENCE. RECENT GENOME-WIDE SEQUENCING APPROACHES HAVE HELPED TO IDENTIFY SUBCLONAL POPULATIONS WITHIN TUMORS THAT DEMONSTRATE A BROAD SPECTRUM OF SOMATIC MUTATIONS, DIVERSE LEVELS OF RESPONSE TO THERAPY, PATTERNS OF REPOPULATION, AND GROWTH KINETICS. UNDERSTANDING THE IMPACT OF GENETIC, EPIGENETIC, AND TRANSCRIPTOMIC FEATURES ON CLONAL GROWTH DYNAMICS AND DRUG RESPONSE WILL BE AN IMPORTANT STEP TOWARD THE SELECTION AND TIMING OF THERAPY. 2019