1 406 112 ANALYSIS OF FIVE CHRONIC INFLAMMATORY DISEASES IDENTIFIES 27 NEW ASSOCIATIONS AND HIGHLIGHTS DISEASE-SPECIFIC PATTERNS AT SHARED LOCI. WE SIMULTANEOUSLY INVESTIGATED THE GENETIC LANDSCAPE OF ANKYLOSING SPONDYLITIS, CROHN'S DISEASE, PSORIASIS, PRIMARY SCLEROSING CHOLANGITIS AND ULCERATIVE COLITIS TO INVESTIGATE PLEIOTROPY AND THE RELATIONSHIP BETWEEN THESE CLINICALLY RELATED DISEASES. USING HIGH-DENSITY GENOTYPE DATA FROM MORE THAN 86,000 INDIVIDUALS OF EUROPEAN ANCESTRY, WE IDENTIFIED 244 INDEPENDENT MULTIDISEASE SIGNALS, INCLUDING 27 NEW GENOME-WIDE SIGNIFICANT SUSCEPTIBILITY LOCI AND 3 UNREPORTED SHARED RISK LOCI. COMPLEX PLEIOTROPY WAS SUPPORTED WHEN CONTRASTING MULTIDISEASE SIGNALS WITH EXPRESSION DATA SETS FROM HUMAN, RAT AND MOUSE TOGETHER WITH EPIGENETIC AND EXPRESSED ENHANCER PROFILES. THE COMORBIDITIES AMONG THE FIVE IMMUNE DISEASES WERE BEST EXPLAINED BY BIOLOGICAL PLEIOTROPY RATHER THAN HETEROGENEITY (A SUBGROUP OF CASES GENETICALLY IDENTICAL TO THOSE WITH ANOTHER DISEASE, POSSIBLY OWING TO DIAGNOSTIC MISCLASSIFICATION, MOLECULAR SUBTYPES OR EXCESSIVE COMORBIDITY). IN PARTICULAR, THE STRONG COMORBIDITY BETWEEN PRIMARY SCLEROSING CHOLANGITIS AND INFLAMMATORY BOWEL DISEASE IS LIKELY THE RESULT OF A UNIQUE DISEASE, WHICH IS GENETICALLY DISTINCT FROM CLASSICAL INFLAMMATORY BOWEL DISEASE PHENOTYPES. 2016 2 2920 34 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 3 3026 37 GENETICS OF BEHCET'S DISEASE: FUNCTIONAL GENETIC ANALYSIS AND ESTIMATING DISEASE HERITABILITY. BEHCET'S DISEASE IS A CHRONIC MULTISYSTEMIC INFLAMMATORY DISORDER CHARACTERIZED BY RECURRENT ORAL AND GENITAL ULCERS. ALTHOUGH ITS ETIOLOGY REMAINS UNCLEAR, IT IS THOUGHT THAT BOTH GENETIC AND ENVIRONMENTAL FACTORS CONTRIBUTE TO THE ONSET AND PROGRESSION OF BEHCET'S DISEASE. HERE, WE PROVIDE AN UPDATED VIEW OF THE GENETIC LANDSCAPE AND ARCHITECTURE OF BEHCET'S DISEASE. LARGE-SCALE GENETIC STUDIES PERFORMED TO DATE REVEALED 21 GENETIC SUSCEPTIBILITY LOCI ASSOCIATED WITH THE DISEASE AT A GWAS LEVEL OF SIGNIFICANCE (P-VALUE = 5 X 10(-8)). WE PERFORMED EPIGENETIC PATTERN ENRICHMENT ANALYSIS IN BEHCET'S DISEASE ASSOCIATED LOCI, PROVIDING NEW INSIGHTS INTO THE MOLECULAR MECHANISMS UNDERLYING ITS PATHOPHYSIOLOGY. OUR DATA SUGGEST THE CRUCIAL INVOLVEMENT OF SEVERAL IMMUNE CELL TYPES, INCLUDING NATURAL KILLER CELLS, MONOCYTES, AND B CELLS IN THE PATHOGENESIS OF THE DISEASE. PATHWAY ENRICHMENT ANALYSIS IDENTIFIED IMPORTANT BIOLOGICAL PROCESSES INVOLVED. USING LARGE-SCALE GENETIC DATA AVAILABLE FROM ~200 IMMUNE-RELATED LOCI (IMMUNOCHIP), WE ESTIMATE BEHCET'S DISEASE HERITABILITY TO BE AT LEAST 16%. WE FURTHER USED THE SAME APPROACH TO ESTIMATE THE HERITABILITY EXPLAINED BY THE KNOWN BEHCET'S DISEASE-ASSOCIATED LOCI, SUGGESTING THAT THEY EXPLAIN ~ 60% OF THE GENETIC COMPONENT UNDERLYING BEHCET'S DISEASE. THESE RESULTS INDICATE A SIGNIFICANT ROLE OF NON-GENETIC FACTORS IN CAUSING BEHCET'S DISEASE AND THAT ADDITIONAL GENETIC VARIATION INFLUENCING THE RISK OF BEHCET'S DISEASE REMAINS TO BE IDENTIFIED. FINALLY, WE CALCULATED A CUMULATIVE GENETIC RISK SCORE ACROSS POPULATIONS REINFORCING THE LINK BETWEEN GEOGRAPHIC VARIATIONS IN DISEASE PREVALENCE WITH ITS GENETIC COMPONENT. 2021 4 3690 38 INFLAMMATORY BOWEL DISEASE: GENETICS, EPIGENETICS, AND PATHOGENESIS. INFLAMMATORY BOWEL DISEASES (IBDS) ARE COMPLEX, MULTIFACTORIAL DISORDERS CHARACTERIZED BY CHRONIC RELAPSING INTESTINAL INFLAMMATION. ALTHOUGH ETIOLOGY REMAINS LARGELY UNKNOWN, RECENT RESEARCH HAS SUGGESTED THAT GENETIC FACTORS, ENVIRONMENT, MICROBIOTA, AND IMMUNE RESPONSE ARE INVOLVED IN THE PATHOGENESIS. EPIDEMIOLOGICAL EVIDENCE FOR A GENETIC CONTRIBUTION IS DEFINED: 15% OF PATIENTS WITH CROHN'S DISEASE (CD) HAVE AN AFFECTED FAMILY MEMBER WITH IBD, AND TWIN STUDIES FOR CD HAVE SHOWN 50% CONCORDANCE IN MONOZYGOTIC TWINS COMPARED TO <10% IN DIZYGOTICS. THE MOST RECENT AND LARGEST GENETIC ASSOCIATION STUDIES, WHICH EMPLOYED GENOME-WIDE ASSOCIATION DATA FOR OVER 75,000 PATIENTS AND CONTROLS, IDENTIFIED 163 SUSCEPTIBILITY LOCI FOR IBD. MORE RECENTLY, A TRANS-ETHNIC ANALYSIS, INCLUDING OVER 20,000 INDIVIDUALS, IDENTIFIED AN ADDITIONAL 38 NEW IBD LOCI. ALTHOUGH MOST CASES ARE CORRELATED WITH POLYGENIC CONTRIBUTION TOWARD GENETIC SUSCEPTIBILITY, THERE IS A SPECTRUM OF RARE GENETIC DISORDERS THAT CAN CONTRIBUTE TO EARLY-ONSET IBD (BEFORE 5 YEARS) OR VERY EARLY ONSET IBD (BEFORE 2 YEARS). GENETIC VARIANTS THAT CAUSE THESE DISORDERS HAVE A WIDE EFFECT ON GENE FUNCTION. THESE VARIANTS ARE SO RARE IN ALLELE FREQUENCY THAT THE GENETIC SIGNALS ARE NOT DETECTED IN GENOME-WIDE ASSOCIATION STUDIES OF PATIENTS WITH IBD. WITH RECENT ADVANCES IN SEQUENCING TECHNIQUES, ~50 GENETIC DISORDERS HAVE BEEN IDENTIFIED AND ASSOCIATED WITH IBD-LIKE IMMUNOPATHOLOGY. MONOGENIC DEFECTS HAVE BEEN FOUND TO ALTER INTESTINAL IMMUNE HOMEOSTASIS THROUGH MANY MECHANISMS. CANDIDATE GENE RESEQUENCING SHOULD BE CARRIED OUT IN EARLY-ONSET PATIENTS IN CLINICAL PRACTICE. THE EVIDENCE THAT GENETIC FACTORS CONTRIBUTE IN SMALL PART TO DISEASE PATHOGENESIS CONFIRMS THE IMPORTANT ROLE OF MICROBIAL AND ENVIRONMENTAL FACTORS. EPIGENETIC FACTORS CAN MEDIATE INTERACTIONS BETWEEN ENVIRONMENT AND GENOME. EPIGENETIC MECHANISMS COULD AFFECT DEVELOPMENT AND PROGRESSION OF IBD. EPIGENOMICS IS AN EMERGING FIELD, AND FUTURE STUDIES COULD PROVIDE NEW INSIGHT INTO THE PATHOGENESIS OF IBD. 2015 5 822 24 CHARACTERIZATION OF BLOOD SURROGATE IMMUNE-METHYLATION BIOMARKERS FOR IMMUNE CELL INFILTRATION IN CHRONIC INFLAMMAGING DISORDERS. ALZHEIMER'S DISEASE (AD) AND ATHEROSCLEROSIS ARE BOTH CHRONIC AGE- AND INFLAMMATION-DEPENDENT DISEASES. IN ADDITION, ATHEROSCLEROSIS IS FREQUENTLY OBSERVED IN AD PATIENTS INDICATING COMMON INVOLVEMENT OF VASCULAR COMPONENTS IN BOTH DISEASE ETIOLOGIES. RECENTLY, EPIGENOME-WIDE ASSOCIATION STUDIES HAVE IDENTIFIED EPIGENETIC ALTERATIONS, AND IN PARTICULARLY DNA METHYLATION CHANGES FOR BOTH DISORDERS. WE HYPOTHESIZED THE EXISTENCE OF A COMMON DNA METHYLATION PROFILE IN ATHEROSCLEROSIS AND AD WHICH MAY BE VALUABLE AS A BLOOD-BASED DNA METHYLATION INFLAMMAGING BIOMARKER. USING PUBLICLY AVAILABLE 450K ILLUMINA METHYLATION DATASETS, WE IDENTIFIED A CO-METHYLATION NETWORK ASSOCIATED WITH BOTH ATHEROSCLEROSIS AND AD IN WHOLE BLOOD SAMPLES. THIS METHYLATION PROFILE APPEARED TO INDICATE SHIFTS IN BLOOD IMMUNE CELL TYPE DISTRIBUTION. REMARKABLY, SIMILAR METHYLATION CHANGES WERE ALSO DETECTED IN DISEASE TISSUES, INCLUDING AD BRAIN TISSUES, ATHEROSCLEROTIC PLAQUES, AND TUMORS AND WERE FOUND TO CORRELATE WITH IMMUNE CELL INFILTRATION. IN ADDITION, THIS IMMUNE-RELATED METHYLATION PROFILE COULD ALSO BE DETECTED IN OTHER INFLAMMAGING DISEASES, INCLUDING PARKINSON'S DISEASE AND OBESITY, BUT NOT IN MULTIPLE SCLEROSIS, SCHIZOPHRENIA, AND OSTEOPOROSIS. IN CONCLUSION, WE IDENTIFIED A BLOOD-BASED IMMUNE-RELATED DNA METHYLATION SIGNATURE IN MULTIPLE INFLAMMAGING DISEASES ASSOCIATED WITH CHANGES IN BLOOD IMMUNE CELL COUNTS AND PREDICTIVE FOR IMMUNE CELL INFILTRATION IN DISEASED TISSUES. IN ADDITION TO EPIGENETIC CLOCK MEASUREMENTS, THIS IMMUNE-METHYLATION SIGNATURE MAY BECOME A VALUABLE BLOOD-BASED BIOMARKER TO PREVENT CHRONIC INFLAMMATORY DISEASE DEVELOPMENT OR MONITOR LIFESTYLE INTERVENTION STRATEGIES WHICH PROMOTE HEALTHY AGING. 2019 6 2483 33 EPIGENETIC VARIATION AND HUMAN DISEASE. CYTOSINE GUANINE DINUCLEOTIDE (CPG) ISLAND METHYLATION IS A KNOWN MECHANISM OF EPIGENETIC INHERITANCE IN POSTMEIOTIC CELLS. THROUGH ASSOCIATED CHROMATIN CHANGES AND SILENCING, SUCH EPIGENETIC STATES CAN INFLUENCE CELLULAR PHYSIOLOGY AND AFFECT DISEASE RISK AND SEVERITY. OUR STUDIES OF CPG ISLAND METHYLATION IN NORMAL COLORECTAL MUCOSA REVEALED PROGRESSIVE AGE-RELATED INCREASES AT MULTIPLE GENE LOCI, SUGGESTING GENOME-WIDE MOLECULAR ALTERATIONS WITH POTENTIAL TO SILENCE GENE EXPRESSION. HOWEVER, THERE WAS CONSIDERABLE VARIATION IN THE DEGREE OF METHYLATION AMONG INDIVIDUALS OF COMPARABLE AGES. SUCH VARIATION COULD BE RELATED TO GENETIC FACTORS, LIFESTYLE, OR ENVIRONMENTAL EXPOSURES. STUDIES IN ULCERATIVE COLITIS AND HEPATOCELLULAR CIRRHOSIS AND NEOPLASIA REVEALED THAT CHRONIC INFLAMMATORY STATES ARE ACCOMPANIED BY MARKED INCREASES IN CPG ISLAND METHYLATION IN NORMAL-APPEARING TISSUES, CONFIRMING THE HYPOTHESIS THAT PROINFLAMMATORY EXPOSURES COULD ACCOUNT FOR PART OF THE EPIGENETIC VARIATION IN HUMAN POPULATIONS. PRELIMINARY DATA ALSO SUGGEST POTENTIAL INFLUENCES OF LIFESTYLE AND EXPOSURE FACTORS ON CPG ISLAND METHYLATION. IT IS SUGGESTED THAT EPIGENETIC VARIATION RELATED TO AGING, LIFESTYLE, EXPOSURES AND POSSIBLY GENETIC FACTORS, IS ONE OF THE MODULATORS OF ACQUIRED, AGE-RELATED HUMAN DISEASES, INCLUDING NEOPLASIA. 2002 7 4961 27 PATHOGENESIS OF PSORIASIS IN THE "OMIC" ERA. PART II. GENETIC, GENOMIC AND EPIGENETIC CHANGES IN PSORIASIS. PSORIASIS IS A MULTIFACTORIAL DISEASE IN WHICH GENETIC, ENVIRONMENTAL AND EPIGENETIC FACTORS REGULATING GENE EXPRESSION PLAY A KEY ROLE. IN THE "GENOMIC ERA", GENOME-WIDE ASSOCIATION STUDIES TOGETHER WITH TARGET GENOTYPING PLATFORMS PERFORMED IN DIFFERENT ETHNIC POPULATIONS HAVE FOUND MORE THAN 50 GENETIC SUSCEPTIBLE MARKERS ASSOCIATED WITH THE RISK OF PSORIASIS WHICH HAVE BEEN IDENTIFIED SO FAR. UP TILL NOW, THE STRONGEST ASSOCIATION WITH THE RISK OF THE DISEASE HAS BEEN PROVED FOR HLA-C*06 GENE. THE MAJORITY OF OTHER PSORIASIS RISK SNPS ARE SITUATED NEAR THE GENES ENCODING MOLECULES INVOLVED IN ADAPTIVE AND INNATE IMMUNITY, AND SKIN BARRIER FUNCTION. MANY CONTEMPORARY STUDIES INDICATE THAT THE EPIGENETIC CHANGES: HISTONE MODIFICATION, PROMOTER METHYLATIONS, LONG NON-CODING AND MICRO-RNA HYPEREXPRESSION ARE CONSIDERED AS FACTORS CONTRIBUTING TO PSORIASIS PATHOGENESIS AS THEY REGULATE ABNORMAL KERATINOCYTE DIFFERENTIATION AND PROLIFERATION, ABERRANT KERATINOCYTES - INFLAMMATORY CELLS COMMUNICATION, NEOANGIOGENESIS AND CHRONIC INFLAMMATION. THE CIRCULATING MIRNAS DETECTED IN THE BLOOD MAY BECOME SPECIFIC MARKERS IN THE DIAGNOSIS, PROGNOSIS AND RESPONSE TO THE TREATMENT OF THE DISEASE. THE INHIBITION OF EXPRESSION IN SELECTED MIRNAS MAY BE A NEW PROMISING THERAPY OPTION FOR PATIENTS WITH PSORIASIS. 2020 8 4531 31 MULTILAYER-OMICS ANALYSES OF HUMAN CANCERS: EXPLORATION OF BIOMARKERS AND DRUG TARGETS BASED ON THE ACTIVITIES OF THE INTERNATIONAL HUMAN EPIGENOME CONSORTIUM. EPIGENETIC ALTERATIONS CONSISTING MAINLY OF DNA METHYLATION ALTERATIONS AND HISTONE MODIFICATION ALTERATIONS ARE FREQUENTLY OBSERVED IN CANCERS ASSOCIATED WITH CHRONIC INFLAMMATION AND/OR PERSISTENT INFECTION WITH VIRUSES OR OTHER PATHOGENIC MICROORGANISMS, OR WITH CIGARETTE SMOKING. ACCUMULATING EVIDENCE SUGGESTS THAT ALTERATIONS OF DNA METHYLATION ARE INVOLVED EVEN IN THE EARLY AND PRECANCEROUS STAGES. ON THE OTHER HAND, IN PATIENTS WITH CANCERS, ABERRANT DNA METHYLATION IS FREQUENTLY ASSOCIATED WITH TUMOR AGGRESSIVENESS AND POOR PATIENT OUTCOME. RECENTLY, EPIGENOME ALTERATIONS HAVE BEEN ATTRACTING A GREAT DEAL OF ATTENTION FROM RESEARCHERS WHO ARE FOCUSING ON NOT ONLY CANCERS BUT ALSO NEURONAL, IMMUNE AND METABOLIC DISORDERS. IN ORDER TO ACCURATELY IDENTIFY DISEASE-SPECIFIC EPIGENOME PROFILES THAT COULD BE POTENTIALLY APPLICABLE FOR DISEASE PREVENTION, DIAGNOSIS AND THERAPY, STRICT COMPARISON WITH STANDARD EPIGENOME PROFILES OF NORMAL TISSUES IS INDISPENSABLE. HOWEVER, EPIGENOME MECHANISMS SHOW HETEROGENEITY AMONG TISSUES AND CELL LINEAGES. THEREFORE, IT IS NOT EASY TO OBTAIN A COMPREHENSIVE PICTURE OF STANDARD EPIGENOME PROFILES OF NORMAL TISSUES. IN 2010, THE INTERNATIONAL HUMAN EPIGENOME CONSORTIUM (IHEC) WAS ESTABLISHED TO COORDINATE THE PRODUCTION OF REFERENCE MAPS OF HUMAN EPIGENOMES FOR KEY CELLULAR STATES. IN ORDER TO GAIN SUBSTANTIAL COVERAGE OF THE HUMAN EPIGENOME, THE IHEC HAS SET AN AMBITIOUS GOAL TO DECIPHER AT LEAST 1000 EPIGENOMES WITHIN THE NEXT 7-10 YEARS. WE CONSIDER THAT PATHWAY ANALYSIS USING GENES SHOWING MULTILAYER-OMICS ABNORMALITIES, INCLUDING GENOME, EPIGENOME, TRANSCRIPTOME, PROTEOME AND METABOLOME ABNORMALITIES, MAY BE USEFUL FOR ELUCIDATING THE MOLECULAR BACKGROUND OF PATHOGENESIS AND FOR EXPLORING POSSIBLE THERAPEUTIC TARGETS FOR EACH DISEASE. 2014 9 287 27 AGING AND CHRONIC SUN EXPOSURE CAUSE DISTINCT EPIGENETIC CHANGES IN HUMAN SKIN. EPIGENETIC CHANGES ARE WIDELY CONSIDERED TO PLAY AN IMPORTANT ROLE IN AGING, BUT EXPERIMENTAL EVIDENCE TO SUPPORT THIS HYPOTHESIS HAS BEEN SCARCE. WE HAVE USED ARRAY-BASED ANALYSIS TO DETERMINE GENOME-SCALE DNA METHYLATION PATTERNS FROM HUMAN SKIN SAMPLES AND TO INVESTIGATE THE EFFECTS OF AGING, CHRONIC SUN EXPOSURE, AND TISSUE VARIATION. OUR RESULTS REVEAL A HIGH DEGREE OF TISSUE SPECIFICITY IN THE METHYLATION PATTERNS AND ALSO SHOWED VERY LITTLE INTERINDIVIDUAL VARIATION WITHIN TISSUES. DATA STRATIFICATION BY AGE REVEALED THAT DNA FROM OLDER INDIVIDUALS WAS CHARACTERIZED BY A SPECIFIC HYPERMETHYLATION PATTERN AFFECTING LESS THAN 1% OF THE MARKERS ANALYZED. INTERESTINGLY, STRATIFICATION BY SUN EXPOSURE PRODUCED A FUNDAMENTALLY DIFFERENT PATTERN WITH A SIGNIFICANT TREND TOWARDS HYPOMETHYLATION. OUR RESULTS THUS IDENTIFY DEFINED AGE-RELATED DNA METHYLATION CHANGES AND SUGGEST THAT THESE ALTERATIONS MIGHT CONTRIBUTE TO THE PHENOTYPIC CHANGES ASSOCIATED WITH SKIN AGING. 2010 10 6159 31 THE GENETICS AND EPIGENETICS OF FATIGUE. FATIGUE IS A COMMON SYMPTOM AND INCLUDES BOTH PHYSICAL AND MENTAL COMPONENTS. IT CAN BE ASSOCIATED WITH A VARIETY OF DIFFERENT SYNDROMES AND DISEASES, BUT IN MANY CASES IS NOT ASSOCIATED WITH OTHER COMORBID CONDITIONS. MOST HUMANS HAVE EXPERIENCED ACUTE FATIGUE IN RELATION TO DIFFERENT STRESSORS. ACUTE FATIGUE TYPICALLY DECREASES AS THE EFFECT OF THE TRIGGERING FACTOR IS REDUCED AND A NORMAL HOMEOSTATIC BALANCE IS RESTORED. FATIGUE THAT PERSISTS FOR 6 MONTHS OR MORE IS TERMED CHRONIC FATIGUE. CHRONIC FATIGUE (CF) IN COMBINATION WITH A MINIMUM OF 4 OF 8 SYMPTOMS AND THE ABSENCE OF DISEASES THAT COULD EXPLAIN THESE SYMPTOMS, CONSTITUTE THE CASE DEFINITION FOR CHRONIC FATIGUE SYNDROME. IN SPITE OF ITS PREVALENCE, THE BIOLOGY OF FATIGUE IS RELATIVELY POORLY UNDERSTOOD AND BIOLOGICAL MARKERS HAVE NOT YET BEEN IDENTIFIED. THIS LITERATURE SEARCH WAS PERFORMED IN PUBMED TO IDENTIFY RESEARCH ON THE GENETICS AND EPIGENETICS OF FATIGUE. PUBLICATIONS WERE INCLUDED IF FATIGUE WAS A MAJOR TOPIC AND THE TOPIC WAS COMBINED WITH GENETIC AND/OR EPIGENETIC MEASUREMENTS IN ADULT HUMANS. A TOTAL OF 40 PUBLICATIONS WERE IDENTIFIED. ALTHOUGH ALTERED FUNCTIONING IN THE HYPOTHALAMIC-PITUITARY-ADRENAL AXIS, THE SEROTONERGIC SYSTEM, AND ASSOCIATIONS WITH INFECTIOUS AGENTS HAVE BEEN IDENTIFIED, THE SEARCH FOR GENETIC OR EPIGENETIC MARKERS OF FATIGUE, EITHER IN THE CONTEXT OF CF OR CHRONIC FATIGUE SYNDROME (CFS) HAS BEEN RELATIVELY UNPRODUCTIVE OR, IN THE CASE OF EPIGENETICS, NONEXISTENT. ALTHOUGH SEVERAL STUDIES, BOTH HYPOTHESIS-TESTING AND HYPOTHESIS-GENERATING, HAVE BEEN PERFORMED TO SEARCH FOR BIOMARKERS, THEY HAVE MOSTLY BEEN UNDERPOWERED, RESTRICTED BY THE HETEROGENEITY OF THE PHENOTYPE, OR LIMITED BY AN UNSYSTEMATIC STUDY DESIGN. TO BE ABLE TO CONFIRM THE HYPOTHESIS THAT RISK FOR, OR LEVELS OF, FATIGUE ARE INFLUENCED BY THE GENETIC OR EPIGENETIC BACKGROUND OF AN INDIVIDUAL, STUDIES NEED TO BE BASED ON LARGER SAMPLE SIZES WITH A MORE CLEARLY DEFINED PHENOTYPE. STUDIES NEED TO FOCUS NOT ONLY ON THE INFLUENCE OF A SINGLE ASPECT SUCH AS SINGLE NUCLEOTIDE POLYMORPHISMS (SNPS) OR DIFFERENTIAL GENE EXPRESSION ON DISEASE RISK OR STATE, BUT ALSO ON THE SYSTEMS BIOLOGY BEHIND THE DISEASE IN COMBINATION WITH INFORMATION ON ENVIRONMENTAL INFLUENCES AND VALIDATION OF FINDINGS IN FUNCTIONAL STUDIES. 2010 11 605 36 BEYOND ENDOMETRIOSIS GENOME-WIDE ASSOCIATION STUDY: FROM GENOMICS TO PHENOMICS TO THE PATIENT. ENDOMETRIOSIS IS A HERITABLE, COMPLEX CHRONIC INFLAMMATORY DISEASE, FOR WHICH MUCH OF THE CAUSAL PATHOGENIC MECHANISM REMAINS UNKNOWN. GENOME-WIDE ASSOCIATION STUDIES (GWAS) TO DATE HAVE IDENTIFIED 12 SINGLE NUCLEOTIDE POLYMORPHISMS AT 10 INDEPENDENT GENETIC LOCI ASSOCIATED WITH ENDOMETRIOSIS. MOST OF THESE WERE MORE STRONGLY ASSOCIATED WITH REVISED AMERICAN FERTILITY SOCIETY STAGE III/IV, RATHER THAN STAGE I/II. THE LOCI ARE ALMOST ALL LOCATED IN INTERGENIC REGIONS THAT ARE KNOWN TO PLAY A ROLE IN THE REGULATION OF EXPRESSION OF TARGET GENES YET TO BE IDENTIFIED. TO IDENTIFY THE TARGET GENES AND PATHWAYS PERTURBED BY THE IMPLICATED VARIANTS, STUDIES ARE REQUIRED INVOLVING FUNCTIONAL GENOMIC ANNOTATION OF THE SURROUNDING CHROMOSOMAL REGIONS, IN TERMS OF TRANSCRIPTION FACTOR BINDING, EPIGENETIC MODIFICATION (E.G., DNA METHYLATION AND HISTONE MODIFICATION) SITES, AS WELL AS THEIR CORRELATION WITH RNA TRANSCRIPTION. THESE STUDIES NEED TO BE CONDUCTED IN TISSUE TYPES RELEVANT TO ENDOMETRIOSIS-IN PARTICULAR, ENDOMETRIUM. IN ADDITION, TO ALLOW BIOLOGICALLY AND CLINICALLY RELEVANT INTERPRETATION OF MOLECULAR PROFILING DATA, THEY NEED TO BE COMBINED AND CORRELATED WITH DETAILED, SYSTEMATICALLY COLLECTED PHENOTYPIC INFORMATION (SURGICAL AND CLINICAL). THE WERF ENDOMETRIOSIS PHENOME AND BIOBANKING HARMONISATION PROJECT IS A GLOBAL STANDARDIZATION INITIATIVE THAT HAS PRODUCED CONSENSUS DATA AND SAMPLE COLLECTION PROTOCOLS FOR ENDOMETRIOSIS RESEARCH. THESE NOW PAVE THE WAY FOR COLLABORATIVE STUDIES INTEGRATING PHENOMIC WITH GENOMIC DATA, TO IDENTIFY INFORMATIVE SUBTYPES OF ENDOMETRIOSIS THAT WILL ENHANCE UNDERSTANDING OF THE PATHOGENIC MECHANISMS OF THE DISEASE AND DISCOVERY OF NOVEL, TARGETED TREATMENTS. 2016 12 3027 26 GENETICS OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE. CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) IS A COMPLEX DISEASE WITH MULTIFACTORIAL BACKGROUND, BASED ON THE INTERACTION OF ENVIRONMENTAL AND GENETIC FACTORS. ENVIRONMENTAL FACTORS ARE CLEARLY RELATED TO THE DEVELOPMENT OF THE DISEASE. HOWEVER, FAMILY AND TWIN STUDIES SUGGESTED GENETICS FACTORS TO BE ONE OF THE IMPORTANT DETERMINANTS FOR THE DEVELOPMENT OF COPD. DIFFERENT APPROACHES HAVE BEEN USED TO IDENTIFY GENES OF INTEREST. GENOMEWIDE LINKAGE ANALYSIS FOUND AREAS OF INTEREST ON DIFFERENT CHROMOSOMES, WITH SOME GENES LOCATED IN THIS REGIONS BEING IDENTIFIED AND REPLICATED AS SUSCEPTIBILITY GENES. NUMEROUS OF CANDIDATE GENES THAT COULD BE LINKED TO DISEASE PATHOGENESIS HAVE BEEN IMPLICATED IN COPD GENETICS. HOWEVER, THE CANDIDATE GENE APPROACH IS OFTEN LIMITED BY INCONSISTENT RESULTS IN OTHER STUDY POPULATIONS. RECENTLY, A COMBINATION OF DIFFERENT METHODS IS USED GIVING MORE EVIDENCE FOR SOME CANDIDATE GENES, INCLUDING TGFBETA-1, SURFACTANT, SERPINE2 AND MICROSOMAL EPOXIDE HYDROLASE. IN THE FUTURE ONGOING EXACT PHENOTYPE DEFINITION, COMBINATION OF SEVERAL APPROACHES, GENOME-WIDE ASSOCIATION STUDIES AND ANIMAL MODEL GENETICS WILL LEAD TO NEW INSIGHTS INTO THE GENETICS OF COPD, WITH EPIGENETIC FACTORS NEEDS TO BE FURTHER INVESTIGATED AND CONSIDERED IN CONCERT WITH GENETIC FINDINGS. 2007 13 2945 19 GENETIC AND EPIGENETIC BASIS OF PSORIASIS PATHOGENESIS. PSORIASIS IS A CHRONIC INFLAMMATORY SKIN DISEASE WHOSE PREVALENCE VARIES AMONG DIFFERENT POPULATIONS WORLDWIDE. IT IS A COMPLEX MULTI-FACTORIAL DISEASE AND THE EXACT ETIOLOGY IS LARGELY UNKNOWN. FAMILY BASED STUDIES HAVE INDICATED A GENETIC PREDISPOSITION; HOWEVER THEY CANNOT FULLY EXPLAIN THE DISEASE PATHOGENESIS. IN ADDITION TO GENETIC SUSCEPTIBILITY, ENVIRONMENTAL AS WELL AS GENDER AND AGE RELATED FACTORS WERE ALSO BEEN FOUND TO BE ASSOCIATED. RECENTLY, IMBALANCES IN EPIGENETIC NETWORKS ARE INDICATED TO BE CAUSATIVE ELEMENTS IN PSORIASIS. THE PRESENT KNOWLEDGE OF EPIGENETIC INVOLVEMENT, MAINLY THE DNA METHYLATION, CHROMATIN MODIFICATIONS AND MIRNA DEREGULATION IS SURVEYED HERE. AN INTEGRATED APPROACH CONSIDERING GENETIC AND EPIGENETIC ANOMALIES IN THE LIGHT OF IMMUNOLOGICAL NETWORK MAY EXPLORE THE PATHOGENESIS OF PSORIASIS. 2015 14 4283 24 MICRORNA BIOMARKERS IN IBD-DIFFERENTIAL DIAGNOSIS AND PREDICTION OF COLITIS-ASSOCIATED CANCER. INFLAMMATORY BOWEL DISEASE (IBD) INCLUDES CROHN'S DISEASE (CD) AND ULCERATIVE COLITIS (UC). THESE ARE CHRONIC AUTOIMMUNE DISEASES OF UNKNOWN ETIOLOGY AFFECTING THE GASTROINTESTINAL TRACT. THE IBD POPULATION INCLUDES A HETEROGENEOUS GROUP OF PATIENTS WITH VARYING DISEASE COURSES REQUIRING PERSONALIZED TREATMENT PROTOCOLS. THE COMPLEXITY OF THE DISEASE OFTEN DELAYS THE DIAGNOSIS AND THE INITIATION OF APPROPRIATE TREATMENTS. IN A SUBSET OF PATIENTS, IBD LEADS TO COLITIS-ASSOCIATED CANCER (CAC). MICRORNAS ARE SINGLE-STRANDED REGULATORY NONCODING RNAS OF 18 TO 22 NUCLEOTIDES WITH PUTATIVE ROLES IN THE PATHOGENESIS OF IBD AND COLORECTAL CANCER. THEY HAVE BEEN EXPLORED AS BIOMARKERS AND THERAPEUTIC TARGETS. BOTH TISSUE-DERIVED AND CIRCULATING MICRORNAS HAVE EMERGED AS PROMISING BIOMARKERS IN THE DIFFERENTIAL DIAGNOSIS AND IN THE PROGNOSIS OF DISEASE SEVERITY OF IBD AS WELL AS PREDICTIVE BIOMARKERS IN DRUG RESISTANCE. IN ADDITION, KNOWLEDGE OF THE CELLULAR LOCALIZATION OF DIFFERENTIALLY EXPRESSED MICRORNAS IS A PREREQUISITE FOR DECIPHERING THE BIOLOGICAL ROLE OF THESE IMPORTANT EPIGENETIC REGULATORS AND THE CELLULAR LOCALIZATION MAY EVEN CONTRIBUTE TO AN ALTERNATIVE REPERTOIRE OF BIOMARKERS. IN THIS REVIEW, WE DISCUSS FINDINGS BASED ON RT-QPCR, MICROARRAY PROFILING, NEXT GENERATION SEQUENCING AND IN SITU HYBRIDIZATION OF MICRORNA BIOMARKERS IDENTIFIED IN THE CIRCULATION AND IN TISSUE BIOPSIES. 2020 15 2507 29 EPIGENETICS AND OBESITY: THE DEVIL IS IN THE DETAILS. OBESITY IS A COMPLEX DISEASE WITH MULTIPLE WELL-DEFINED RISK FACTORS. NEVERTHELESS, SUSCEPTIBILITY TO OBESITY AND ITS SEQUELAE WITHIN OBESOGENIC ENVIRONMENTS VARIES GREATLY FROM ONE PERSON TO THE NEXT, SUGGESTING A ROLE FOR GENE X ENVIRONMENT INTERACTIONS IN THE ETIOLOGY OF THE DISORDER. EPIGENETIC REGULATION OF THE HUMAN GENOME PROVIDES A PUTATIVE MECHANISM BY WHICH SPECIFIC ENVIRONMENTAL EXPOSURES CONVEY RISK FOR OBESITY AND OTHER HUMAN DISEASES AND IS ONE POSSIBLE MECHANISM THAT UNDERLIES THE GENE X ENVIRONMENT/TREATMENT INTERACTIONS OBSERVED IN EPIDEMIOLOGICAL STUDIES AND CLINICAL TRIALS. A STUDY PUBLISHED IN BMC MEDICINE THIS MONTH BY WANG ET AL. REPORTS ON AN EXAMINATION OF DNA METHYLATION IN PERIPHERAL BLOOD LEUKOCYTES OF LEAN AND OBESE ADOLESCENTS, COMPARING METHYLATION PATTERNS BETWEEN THE TWO GROUPS. THE AUTHORS IDENTIFIED TWO GENES THAT WERE DIFFERENTIALLY METHYLATED, BOTH OF WHICH HAVE ROLES IN IMMUNE FUNCTION. HERE WE OVERVIEW THE FINDINGS FROM THIS STUDY IN THE CONTEXT OF THOSE EMERGING FROM OTHER RECENT GENETIC AND EPIGENETIC STUDIES, DISCUSS THE STRENGTHS AND WEAKNESSES OF THE STUDY AND SPECULATE ON THE FUTURE OF EPIGENETICS IN CHRONIC DISEASE RESEARCH. 2010 16 5643 26 SEX AND AUTOIMMUNITY: PROPOSED MECHANISMS OF DISEASE ONSET AND SEVERITY. CHRONIC AUTOIMMUNE DISEASES AFFECT 5-10% OF THE POPULATION WORLDWIDE AND ARE LARGELY PREDOMINANT IN WOMEN. SEX HORMONE CHANGES HAVE BEEN WIDELY INVESTIGATED BASED ON CHANGES IN THE CLINICAL PHENOTYPES OBSERVED DURING PREGNANCY AND MENOPAUSE. IT IS KNOWN THAT FEMALES WITH AUTOIMMUNE DISEASES MANIFEST A HIGHER RATE OF CIRCULATING LEUKOCYTES WITH A SINGLE X CHROMOSOME, AND THERE HAVE BEEN SEVERAL REPORTS ON THE ROLE OF X CHROMOSOME GENE DOSAGE THROUGH INACTIVATION OR DUPLICATION IN AUTOIMMUNITY. HOWEVER, IT IS ALSO IMPORTANT NOT TO OVERLOOK MEN WITH AUTOIMMUNE DISEASES, WHO MIGHT MANIFEST A MORE FREQUENT LOSS OF THE Y CHROMOSOME IN CIRCULATING LEUKOCYTES. AREAS COVERED: IN THE PRESENT REVIEW, WE WILL DISCUSS THE CURRENT EVIDENCE SUPPORTING THE MECHANISMS OF FEMALE PREDOMINANCE IN RHEUMATIC DISEASES, BY DISCUSSING THE ROLE OF REPRODUCTIVE HISTORY, SEX HORMONES AND ABNORMALITIES RELATED TO THEM, CLINICAL DIFFERENCES BETWEEN MALE AND FEMALE PATIENTS, AND EPIGENETIC CHANGES THAT HAVE BEEN EVALUATED THROUGH TWIN STUDIES ON GENETIC AND ENVIRONMENTAL CHANGES IN RHEUMATIC PATIENTS. EXPERT OPINION: THE INFLUENCE OF SEX HORMONES AND CHROMOSOMES ON THE FUNCTION OF THE INNATE AND ADAPTIVE IMMUNE SYSTEMS NEEDS TO BE CLARIFIED, TO BETTER UNDERSTAND THE RISK OF AUTOIMMUNE DISEASES, EARLY DIAGNOSTIC TOOLS, AND THERAPEUTIC RESPONSE. 2019 17 1518 26 DNA METHYLATION AS AN EPIGENETIC MECHANISM IN THE DEVELOPMENT OF MULTIPLE SCLEROSIS. THE EPIGENETIC MECHANISMS OF GENE EXPRESSION REGULATION ARE A GROUP OF THE KEY CELLULAR AND MOLECULAR PATHWAYS THAT LEAD TO INHERITED ALTERATIONS IN GENES' ACTIVITY WITHOUT CHANGING THEIR CODING SEQUENCE. DNA METHYLATION AT THE C5 POSITION OF CYTOSINE IN CPG DINUCLEOTIDES IS AMONGST THE CENTRAL EPIGENETIC MECHANISMS. CURRENTLY, THE NUMBER OF STUDIES THAT ARE DEVOTED TO THE IDENTIFICATION OF METHYLATION PATTERNS SPECIFIC TO MULTIPLE SCLEROSIS (MS), A SEVERE CHRONIC AUTOIMMUNE DISEASE OF THE CENTRAL NERVOUS SYSTEM, IS ON A RAPID RISE. HOWEVER, THE ISSUE OF THE CONTRIBUTION OF DNA METHYLATION TO THE DEVELOPMENT OF THE DIFFERENT CLINICAL PHENOTYPES OF THIS HIGHLY HETEROGENEOUS DISEASE HAS ONLY BEGUN TO ATTRACT THE ATTENTION OF RESEARCHERS. THIS REVIEW SUMMARIZES THE DATA ON THE MOLECULAR MECHANISMS UNDERLYING DNA METHYLATION AND THE MS RISK FACTORS THAT CAN AFFECT THE DNA METHYLATION PROFILE AND, THEREBY, MODULATE THE EXPRESSION OF THE GENES INVOLVED IN THE DISEASE'S PATHOGENESIS. THE FOCUS OF OUR ATTENTION IS CENTERED ON THE ANALYSIS OF THE PUBLISHED DATA ON THE DIFFERENTIAL METHYLATION OF DNA FROM VARIOUS BIOLOGICAL SAMPLES OF MS PATIENTS OBTAINED USING BOTH THE CANDIDATE GENE APPROACH AND HIGH-THROUGHPUT METHODS. 2021 18 1516 24 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 19 3936 29 LIVING IN ENDEMIC AREA FOR INFECTIOUS DISEASES ACCELERATES EPIGENETIC AGE. INFLAMMAGING IS A LOW-GRADE INFLAMMATORY STATE GENERATED BY THE AGING PROCESS THAT CAN CONTRIBUTE TO FRAILTY AND AGE-RELATED DISEASES IN THE ELDERLY. HOWEVER, IT CAN HAVE DISTINCT EFFECTS IN THE ELDERLY LIVING IN ENDEMIC AREAS FOR INFECTIOUS DISEASES. AN INCREASED INFLAMMATORY RESPONSE MAY CONFER PROTECTION AGAINST INFECTIOUS AGENTS IN THESE AREAS, ALTHOUGH THIS ADVANTAGE CAN CAUSE ACCELERATING EPIGENETIC AGING. IN THIS STUDY, WE EVALUATED THE INFLAMMATORY PROFILE AND THE EPIGENETIC AGE OF INFECTED AND NONINFECTED INDIVIDUALS FROM AN ENDEMIC AREA IN BRAZIL. THE PROFILE OF CYTOKINES, CHEMOKINES AND GROWTH FACTORS ANALYZED IN THE SERA OF THE TWO GROUPS OF INDIVIDUALS SHOWED SIMILARITIES, ALTHOUGH INFECTED INDIVIDUALS HAD A HIGHER CONCENTRATION OF THESE MEDIATORS. A SIGNIFICANT INCREASE IN IL-1RA, CXCL8, CCL2, CCL3 AND CCL4 PRODUCTION WAS ASSOCIATED WITH LEPROSY INFECTION. NOTABLY, ELDERLY INDIVIDUALS DISPLAYED DISTINCT IMMUNE RESPONSES ASSOCIATED WITH THEIR INFECTION STATUS WHEN COMPARED TO ADULTS SUGGESTING AN ADAPTIVE REMODELLING OF THEIR IMMUNE RESPONSES. EPIGENETIC ANALYSIS ALSO SHOWED THAT THERE WAS NO DIFFERENCE IN EPIGENETIC AGE BETWEEN THE TWO GROUPS OF INDIVIDUALS. HOWEVER, INDIVIDUALS FROM THE ENDEMIC AREA HAD A SIGNIFICANT ACCELERATED AGING WHEN COMPARED TO INDIVIDUALS FROM SAO PAULO, A NON-ENDEMIC AREA IN BRAZIL. MOREOVER, THE LATTER COHORT WAS ALSO EPIGENETICALLY AGED IN RELATION TO AN ITALIAN COHORT. OUR DATA SHOWS THAT LIVING IN ENDEMIC AREAS FOR CHRONIC INFECTIOUS DISEASES RESULTS IN REMODELLING OF INFLAMMAGING AND ACCELERATION OF EPIGENETIC AGING IN INDIVIDUALS REGARDLESS OF THEIR INFECTIOUS STATUS. IT ALSO HIGHLIGHTS THAT GEOGRAPHICAL, GENETIC AND ENVIRONMENTAL FACTORS INFLUENCE AGING AND IMMUNOSENESCENCE IN THEIR PACE AND PROFILE. 2022 20 5702 24 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