1 5893 127 SYSTEMS MEDICINE DESIGN BASED ON SYSTEMS BIOLOGY APPROACHES AND DEEP NEURAL NETWORK FOR GASTRIC CANCER. GASTRIC CANCER (GC) IS THE THIRD LEADING CAUSE OF CANCER DEATH IN THE WORLD. IT IS ASSOCIATED WITH THE STIMULATION OF MICROENVIRONMENT, ABERRANT EPIGENETIC MODIFICATION, AND CHRONIC INFLAMMATION. HOWEVER, FEW RESEARCHES DISCUSS THE GC MOLECULAR PROGRESSION MECHANISMS FROM THE PERSPECTIVE OF THE SYSTEM LEVEL. IN THIS STUDY, WE PROPOSED A SYSTEMS MEDICINE DESIGN PROCEDURE TO IDENTIFY ESSENTIAL BIOMARKERS AND FIND CORRESPONDING DRUGS FOR GC. AT FIRST, WE DID BIG DATABASE MINING TO CONSTRUCT CANDIDATE PROTEIN-PROTEIN INTERACTION NETWORK (PPIN) AND CANDIDATE GENE REGULATION NETWORK (GRN). SECOND, BY LEVERAGING THE NEXT-GENERATION SEQUENCING (NGS) DATA, WE PERFORMED SYSTEM MODELING AND APPLIED SYSTEM IDENTIFICATION AND MODEL SELECTION TO OBTAIN REAL GENOME-WIDE GENETIC AND EPIGENETIC NETWORKS (GWGENS). TO MAKE THE REAL GWGENS EASY TO ANALYZE, THE PRINCIPAL NETWORK PROJECTION METHOD WAS USED TO EXTRACT THE CORE SIGNALING PATHWAYS DENOTED BY KEGG PATHWAYS. SUBSEQUENTLY, BASED ON THE IDENTIFIED BIOMARKERS, WE TRAINED A DEEP NEURAL NETWORK OF DRUG-TARGET INTERACTION (DEEPDTI) WITH SUPERVISED LEARNING AND FILTERED OUR CANDIDATE DRUGS CONSIDERING DRUG REGULATION ABILITY AND DRUG SENSITIVITY. WITH THE PROPOSED SYSTEMATIC STRATEGY, WE NOT ONLY SHED THE LIGHT ON THE PROGRESSION OF GC BUT ALSO SUGGESTED POTENTIAL MULTIPLE-MOLECULE DRUGS EFFICIENTLY. 2022 2 5038 23 PHARMACOGENETICS OF CHRONIC PAIN AND ITS TREATMENT. THIS PAPER REVIEWS THE IMPACT OF GENETIC VARIABILITY OF DRUG METABOLIZING ENZYMES, TRANSPORTERS, RECEPTORS, AND PATHWAYS INVOLVED IN CHRONIC PAIN PERCEPTION ON THE EFFICACY AND SAFETY OF ANALGESICS AND OTHER DRUGS USED FOR CHRONIC PAIN TREATMENT. SEVERAL CANDIDATE GENES HAVE BEEN IDENTIFIED IN THE LITERATURE, WHILE THERE IS USUALLY ONLY LIMITED CLINICAL EVIDENCE SUBSTANTIATING FOR THE PENETRATION OF THE TESTING FOR THESE CANDIDATE BIOMARKERS INTO THE CLINICAL PRACTICE. FURTHER, THE PAIN-PERCEPTION REGULATION AND MODULATION ARE STILL NOT FULLY UNDERSTOOD, AND THUS MORE COMPLEX KNOWLEDGE OF GENETIC AND EPIGENETIC BACKGROUND FOR ANALGESIA WILL BE NEEDED PRIOR TO THE CLINICAL USE OF THE CANDIDATE GENETIC BIOMARKERS. 2013 3 1680 57 DRUG TARGET IDENTIFICATION AND DRUG REPURPOSING IN PSORIASIS THROUGH SYSTEMS BIOLOGY APPROACH, DNN-BASED DTI MODEL AND GENOME-WIDE MICROARRAY DATA. PSORIASIS IS A CHRONIC SKIN DISEASE THAT AFFECTS MILLIONS OF PEOPLE WORLDWIDE. IN 2014, PSORIASIS WAS RECOGNIZED BY THE WORLD HEALTH ORGANIZATION (WHO) AS A SERIOUS NON-COMMUNICABLE DISEASE. IN THIS STUDY, A SYSTEMS BIOLOGY APPROACH WAS USED TO INVESTIGATE THE UNDERLYING PATHOGENIC MECHANISM OF PSORIASIS AND IDENTIFY THE POTENTIAL DRUG TARGETS FOR THERAPEUTIC TREATMENT. THE STUDY INVOLVED THE CONSTRUCTION OF A CANDIDATE GENOME-WIDE GENETIC AND EPIGENETIC NETWORK (GWGEN) THROUGH BIG DATA MINING, FOLLOWED BY THE IDENTIFICATION OF REAL GWGENS OF PSORIATIC AND NON-PSORIATIC USING SYSTEM IDENTIFICATION AND SYSTEM ORDER DETECTION METHODS. CORE GWGENS WERE EXTRACTED FROM REAL GWGENS USING THE PRINCIPAL NETWORK PROJECTION (PNP) METHOD, AND THE CORRESPONDING CORE SIGNALING PATHWAYS WERE ANNOTATED USING THE KYOTO ENCYCLOPEDIA OF GENES AND GENOMES (KEGG) PATHWAYS. COMPARING CORE SIGNALING PATHWAYS OF PSORIASIS AND NON-PSORIASIS AND THEIR DOWNSTREAM CELLULAR DYSFUNCTIONS, STAT3, CEBPB, NF-KAPPAB, AND FOXO1 ARE IDENTIFIED AS SIGNIFICANT BIOMARKERS OF PATHOGENIC MECHANISM AND CONSIDERED AS DRUG TARGETS FOR THE THERAPEUTIC TREATMENT OF PSORIASIS. THEN, A DEEP NEURAL NETWORK (DNN)-BASED DRUG-TARGET INTERACTION (DTI) MODEL WAS TRAINED BY THE DTI DATASET TO PREDICT CANDIDATE MOLECULAR DRUGS. BY CONSIDERING ADEQUATE REGULATORY ABILITY, TOXICITY, AND SENSITIVITY AS DRUG DESIGN SPECIFICATIONS, NARINGIN, BUTEIN, AND BETULINIC ACID WERE SELECTED FROM THE CANDIDATE MOLECULAR DRUGS AND COMBINED INTO POTENTIAL MULTI-MOLECULE DRUGS FOR THE TREATMENT OF PSORIASIS. 2023 4 3038 30 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 5 6199 31 THE IMPORTANCE OF EPIGENETICS IN THE DEVELOPMENT OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE. IT IS GENERALLY ACCEPTED THAT GENETIC PREDISPOSITION PLAYS A ROLE IN COPD DEVELOPMENT IN SUSCEPTIBLE INDIVIDUALS. THEREFORE, MANY CANDIDATE GENES THAT COULD BE LINKED TO THE DEVELOPMENT OF DISEASE HAVE BEEN EXAMINED IN COPD. HOWEVER, INCONSISTENT RESULTS IN DIFFERENT STUDY POPULATIONS OFTEN LIMIT THIS APPROACH, SUGGESTING THAT NOT ONLY GENETICS, BUT ALSO OTHER FACTORS, MAY BE CONTRIBUTED TO THE SUSCEPTIBILITY TO COPD. EPIGENETIC MECHANISMS CAN AFFECT THE TRANSCRIPTIONAL ACTIVITY OF SPECIFIC GENES, AT DIFFERENT POINTS IN TIME, AND IN DIFFERENT ORGANS. MOREOVER, THESE MECHANISMS CAN HAVE AN EFFECT ON PEOPLE'S HEALTH. RECENTLY, THERE IS EMERGING EVIDENCE SUPPORTING A ROLE OF EPIGENETICS FOR THE REGULATION OF INFLAMMATORY GENES IN DISEASES SUCH AS ASTHMA AND COPD. MOREOVER, RECENT STUDIES SUGGEST THAT THE CURRENTLY USED TREATMENTS INCLUDING CORTICOSTEROIDS MAY WORK THROUGH EPIGENETIC MECHANISMS. EPIGENETIC REGULATION CAN BE REPROGRAMMED, POTENTIALLY AFFECTING THE RISK, AETIOLOGY AND TREATMENT OF VARIOUS DISEASE STATES. THE EPIGENETICALLY INFLUENCED PHENOTYPE COULD BE REVERSED WITH DEMETHYLATING OR DEACETYLATING AGENTS, CONSISTENT WITH EPIGENETIC PLASTICITY. THE POSTNATAL REVERSIBILITY OF THESE METHYLATION OR ACETYLATION EVENTS MAY THEREFORE PROVIDE GOOD OPPORTUNITIES FOR INTERVENTION. THE RECOGNITION OF THE ROLE OF GENETIC AND EPIGENETIC MECHANISMS IN THE DEVELOPMENT OF COPD MAY IDENTIFY NOVEL TARGETS THAT HATCH NEW THERAPIES FOR PATIENTS WITH COPD. 2011 6 4531 37 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 7 1518 28 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 8 728 32 CAN WE IDENTIFY PATIENTS WITH HIGH RISK OF OSTEOARTHRITIS PROGRESSION WHO WILL RESPOND TO TREATMENT? A FOCUS ON BIOMARKERS AND FRAILTY. OSTEOARTHRITIS (OA), A DISEASE AFFECTING DIFFERENT PATIENT PHENOTYPES, APPEARS AS AN OPTIMAL CANDIDATE FOR PERSONALIZED HEALTHCARE. THE AIM OF THE DISCUSSIONS OF THE EUROPEAN SOCIETY FOR CLINICAL AND ECONOMIC ASPECTS OF OSTEOPOROSIS AND OSTEOARTHRITIS (ESCEO) WORKING GROUP WAS TO EXPLORE THE VALUE OF MARKERS OF DIFFERENT SOURCES IN DEFINING DIFFERENT PHENOTYPES OF PATIENTS WITH OA. THE ESCEO ORGANIZED A SERIES OF MEETINGS TO EXPLORE THE POSSIBILITY OF IDENTIFYING PATIENTS WHO WOULD MOST BENEFIT FROM TREATMENT FOR OA, ON THE BASIS OF RECENT DATA AND EXPERT OPINION. IN THE FIRST MEETING, PATIENT PHENOTYPES WERE IDENTIFIED ACCORDING TO THE NUMBER OF AFFECTED JOINTS, BIOMECHANICAL FACTORS, AND THE PRESENCE OF LESIONS IN THE SUBCHONDRAL BONE. IN THE SECOND MEETING, SUMMARIZED IN THE PRESENT ARTICLE, THE WORKING GROUP EXPLORED OTHER MARKERS INVOLVED IN OA. PROFILES OF PATIENTS MAY BE DEFINED ACCORDING TO THEIR LEVEL OF PAIN, FUNCTIONAL LIMITATION, AND PRESENCE OF COEXISTENT CHRONIC CONDITIONS INCLUDING FRAILTY STATUS. A CONSIDERABLE AMOUNT OF DATA SUGGESTS THAT MAGNETIC RESONANCE IMAGING MAY ALSO ASSIST IN DELINEATING DIFFERENT PHENOTYPES OF PATIENTS WITH OA. AMONG MULTIPLE BIOCHEMICAL BIOMARKERS IDENTIFIED, NONE IS SUFFICIENTLY VALIDATED AND RECOGNIZED TO IDENTIFY PATIENTS WHO SHOULD BE TREATED. CONSIDERABLE EFFORTS ARE ALSO BEING MADE TO IDENTIFY GENETIC AND EPIGENETIC FACTORS INVOLVED IN OA, BUT RESULTS ARE STILL LIMITED. THE MANY POTENTIAL BIOMARKERS THAT COULD BE USED AS POTENTIAL STRATIFIERS ARE PROMISING, BUT MORE RESEARCH IS NEEDED TO CHARACTERIZE AND QUALIFY THE EXISTING BIOMARKERS AND TO IDENTIFY NEW CANDIDATES. 2015 9 2523 32 EPIGENETICS AND THE TRANSITION FROM ACUTE TO CHRONIC PAIN. OBJECTIVE: THE OBJECTIVE OF THIS STUDY WAS TO REVIEW THE EPIGENETIC MODIFICATIONS INVOLVED IN THE TRANSITION FROM ACUTE TO CHRONIC PAIN AND TO IDENTIFY POTENTIAL TARGETS FOR THE DEVELOPMENT OF NOVEL, INDIVIDUALIZED PAIN THERAPEUTICS. BACKGROUND: EPIGENETICS IS THE STUDY OF HERITABLE MODIFICATIONS IN GENE EXPRESSION AND PHENOTYPE THAT DO NOT REQUIRE A CHANGE IN GENETIC SEQUENCE TO MANIFEST THEIR EFFECTS. ENVIRONMENTAL TOXINS, MEDICATIONS, DIET, AND PSYCHOLOGICAL STRESSES CAN ALTER EPIGENETIC PROCESSES SUCH AS DNA METHYLATION, HISTONE ACETYLATION, AND RNA INTERFERENCE. AS EPIGENETIC MODIFICATIONS POTENTIALLY PLAY AN IMPORTANT ROLE IN INFLAMMATORY CYTOKINE METABOLISM, STEROID RESPONSIVENESS, AND OPIOID SENSITIVITY, THEY ARE LIKELY KEY FACTORS IN THE DEVELOPMENT OF CHRONIC PAIN. ALTHOUGH OUR KNOWLEDGE OF THE HUMAN GENETIC CODE AND DISEASE-ASSOCIATED POLYMORPHISMS HAS GROWN SIGNIFICANTLY IN THE PAST DECADE, WE HAVE NOT YET BEEN ABLE TO ELUCIDATE THE MECHANISMS THAT LEAD TO THE DEVELOPMENT OF PERSISTENT PAIN AFTER NERVE INJURY OR SURGERY. DESIGN: THIS IS A FOCUSED LITERATURE REVIEW OF EPIGENETIC SCIENCE AND ITS RELATIONSHIP TO CHRONIC PAIN. RESULTS: SIGNIFICANT LABORATORY AND CLINICAL DATA SUPPORT THE NOTION THAT EPIGENETIC MODIFICATIONS ARE AFFECTED BY THE ENVIRONMENT AND LEAD TO DIFFERENTIAL GENE EXPRESSION. SIMILAR TO MECHANISMS INVOLVED IN THE DEVELOPMENT OF CANCER, NEURODEGENERATIVE DISEASE, AND INFLAMMATORY DISORDERS, THE LITERATURE ENDORSES AN IMPORTANT POTENTIAL ROLE FOR EPIGENETICS IN CHRONIC PAIN. CONCLUSIONS: EPIGENETIC ANALYSIS MAY IDENTIFY MECHANISMS CRITICAL TO THE DEVELOPMENT OF CHRONIC PAIN AFTER INJURY, AND MAY PROVIDE NEW PATHWAYS AND TARGET MECHANISMS FOR FUTURE DRUG DEVELOPMENT AND INDIVIDUALIZED MEDICINE. 2012 10 3108 22 GENOMICS OF PAIN IN OSTEOARTHRITIS. OSTEOARTHRITIS (OA) ACCOUNTS FOR THE MAJORITY OF THE DISEASE BURDEN FOR MUSCULOSKELETAL DISORDERS AND IS ONE OF THE LEADING CAUSES OF DISABILITY WORLDWIDE. THIS DISABILITY IS THE RESULT NOT OF THE CARTILAGE LOSS THAT DEFINES OA RADIOGRAPHICALLY, BUT OF THE CHRONIC PAIN WHOSE PRESENCE DEFINES SYMPTOMATIC OA. IT IS BECOMING CLEAR THAT MANY GENES, EACH WITH A SMALL EFFECT SIZE, CONTRIBUTE TO THE RISK OF DEVELOPING OA. HOWEVER, THE GENETICS OF OA PAIN ARE ONLY JUST STARTING TO BE EXPLORED. THIS REVIEW WILL DESCRIBE THE FIRST GENES TO HAVE BEEN IDENTIFIED IN GENOMIC STUDIES OF OA PAIN, AS WELL AS THE POSSIBLE DUAL ROLES OF GENES PREVIOUSLY IDENTIFIED IN GENOMIC STUDIES OF OA IN THE CONTEXT OF PAIN. DIFFICULTIES ASSOCIATED WITH ATTEMPTING TO CHARACTERISE THE GENETICS OF OA PAIN WILL BE DISCUSSED AND PROMISING FUTURE AVENUES OF RESEARCH INTO GENETIC AND EPIGENETIC FACTORS AFFECTING OA PAIN DESCRIBED. 2013 11 3503 25 IDENTIFICATION OF POTENTIAL DIFFERENTIALLY METHYLATED GENE-RELATED BIOMARKERS IN ENDOMETRIOSIS. AIM: TO IDENTIFY EPIGENETIC ALTERATIONS OF DIFFERENTIALLY EXPRESSED GENES AND SCREEN OUT TARGETED THERAPEUTIC DRUGS IN ENDOMETRIOSIS. METHODS: BASED ON THE GENE EXPRESSION OMNIBUS DATABASE AND A SERIES OF BIOLOGICAL INFORMATION ANALYSIS TOOLS, SUPPLEMENTED BY VALIDATION OF CLINICAL SAMPLES, ABERRANT DNA METHYLATION-DRIVEN GENES AND THEIR FUNCTIONS WERE EXPLORED, AS WELL AS POSSIBLE TARGETED DRUGS. RESULTS: THIS STUDY SCREENED OUT A RANGE OF DNA METHYLATION-DRIVEN GENES THAT WERE ASSOCIATED WITH POWERFUL PROPERTIES AND CORRESPONDING PATHWAYS. AMONG THEM, BDNF AND CCL2 WERE KEY GENES IN THE DEVELOPMENT OF ENDOMETRIOSIS. FOUR CHEMICAL AGENTS HAVE BEEN FLAGGED AS POTENTIAL TREATMENTS FOR ENDOMETRIOSIS. CONCLUSION: THESE CANDIDATE GENES AND SMALL-MOLECULE AGENTS MAY BE FURTHER EXPLORED AS POTENTIAL TARGETS AND DRUGS FOR ENDOMETRIOSIS DIAGNOSIS AND THERAPY, RESPECTIVELY. 2022 12 3020 26 GENETICS AND EPIGENETICS OF OSTEOARTHRITIS. OSTEOARTHRITIS (OA) IS A COMMON AGE-RELATED DISEASE THAT AFFECTS THE TISSUES OF THE SYNOVIAL JOINT, LEADING TO LOSS OF FUNCTION AND PAIN. IT IMPACTS ON BOTH PATIENT MORBIDITY AND MORTALITY. IT IS A COMPLEX, POLYGENIC DISEASE THAT LACKS ANY LARGE-EFFECT SUSCEPTIBILITY LOCI. INSTEAD, OA SUSCEPTIBILITY ALLELES INDIVIDUALLY CONTRIBUTE ONLY MODESTLY TO THE OVERALL DISEASE RISK, MAKING THEIR IDENTIFICATION CHALLENGING. DESPITE THIS, BREAKTHROUGHS HAVE OCCURRED WITH COMPELLING ASSOCIATIONS SO FAR REPORTED TO POLYMORPHISMS WITHIN THE GENES GDF5 AND MCF2L AND TO THE GENOMIC REGION 7Q22. THE LATTER TWO HAVE EMERGED FROM GENOME-WIDE ASSOCIATION SCANS, WHICH ARE LIKELY TO YIELD MORE HITS IN THE NEAR FUTURE. AS FOR MANY COMPLEX DISEASES, IT IS NOW APPARENT THAT EPIGENETIC EFFECTS ARE ALSO IMPORTANT MEDIATORS OF DISEASE BIOLOGY, WITH DNA METHYLATION, HISTONE MODIFICATIONS AND NON-CODING RNAS ALL HAVING A ROLE. AT PRESENT, MUCH OF THE EPIGENETIC FOCUS HAS BEEN ON CARTILAGE, THE TISSUE AT THE CENTER OF THE OA DISEASE PROCESS. IF WE ARE TO GET CLOSE TO A QUALITATIVE AND QUANTITATIVE UNDERSTANDING OF THE IMPACT OF EPIGENETICS ON OA, THEN IN FUTURE THE OTHER TISSUES OF THE JOINT WILL ALSO NEED TO BE INVESTIGATED. ONE OF THE MORE EXCITING INSIGHTS TO HAVE EMERGED RECENTLY IS THE FACT THAT EPIGENETIC EFFECTS CAN IMPACT ON OA GENETIC EFFECTS AND THIS MAY BE A PARTICULARLY FRUITFUL AVENUE FOR INTEGRATING BOTH AS WE MOVE TOWARD A CLEARER UNDERSTANDING OF THE PATHOPHYSIOLOGY OF THIS INTRIGUING DISEASE. 2012 13 4228 22 METHYLATION OF INFLAMMATORY CELLS IN LUNG DISEASES. THIS CHAPTER OVERVIEWS ROLES OF DNA METHYLATION IN INFLAMMATORY CELL BIOLOGY WITH THE FOCUSES ON LYMPHOCYTES AND MACROPHAGES/MONOCYTES IN LUNG DISEASES, ALTHOUGH THE MOLECULAR MECHANISMS BY WHICH TARGET GENES ARE METHYLATED AND REGULATED IN LUNG DISEASES REMAIN UNCLEAR. MOST OF EPIGENETIC STUDIES ON DNA METHYLATION OF TARGET GENES IN LUNG DISEASES MAINLY DEMONSTRATED THE CORRELATION OF DNA METHYLATION OF TARGET GENES WITH THE LEVELS OF OTHER CORRESPONDING FACTORS, WITH THE SPECIFICITY OF CLINICAL PHENOMES, AND WITH THE SEVERITY OF LUNG DISEASES. THERE IS AN URGENT NEED TO IDENTIFY AND VALIDATE THE SPECIFICITY AND REGULATORY MECHANISMS OF INFLAMMATORY CELL EPIGENETICS IN DEPTH. THE EPIGENETIC HETEROGENEITY AMONG DIFFERENT SUBSETS OF T CELLS AND AMONG PROMOTERS OR NON-PROMOTERS OF TARGET GENES SHOULD BE FURTHERMORE CLARIFIED IN ACUTE OR CHRONIC LUNG DISEASES AND CANCERS. THE HYPER/HYPO-METHYLATION AND MODIFICATIONS OF CHROMOSOL AND EXTRACHROMOSOMAL DNA MAY RESULT IN ALTERNATIONS IN PROTEINS WITHIN INFLAMMATORY CELLS, WHICH CAN BE IDENTIFIED AS DISEASE-SPECIFIC BIOMARKERS AND THERAPEUTIC TARGETS. 2020 14 1340 33 DESIGNING SAFER DRUGS: (Q)SAR-BASED IDENTIFICATION OF MUTAGENS AND CARCINOGENS. MUTAGENICITY AND CARCINOGENICITY ARE CHRONIC EFFECTS OF PRIMARY CONCERN FOR HUMAN HEALTH. A UNIFYING APPROACH TO THEIR MECHANISTIC UNDERSTANDING IS THE RECOGNITION THAT MANY CHEMICALS PROVOKE BOTH EFFECTS BY ELECTROPHILIC ATTACK TO THE BIOLOGICAL MACROMOLECULES, AS SUCH OR AFTER METABOLISM (GENOTOXIC CARCINOGENICITY). QSARS OF INDIVIDUAL CLASSES OF GENOTOXIC CARCINOGENS HAVE CONTRIBUTED TO THE ELUCIDATION OF THE CHEMICAL DETERMINANTS OF THIS ACTIVITY. LITTLE WORK HAS BEEN DONE ON THE EPIGENETIC CARCINOGENS, ACTING THROUGH NON-GENOTOXIC, VERY SPECIFIC MECHANISMS. HOWEVER, THE EXISTING QSARS FOR INDIVIDUAL CHEMICAL CLASSES ARE TOO FEW TO BE OF REAL USEFULNESS IN THE SCREENING OF MASSES OF CANDIDATE DRUGS. MODELS FOR PREDICTING THE CARCINOGENICITY OF "ANY TYPE" OF CHEMICALS HAVE BEEN PROPOSED: PROSPECTIVE PREDICTION EXERCISES POINTED TO THE SERIOUS LIMITATIONS OF MOST OF THESE APPROACHES. THE BEST ALTERNATIVE IS PROVIDED BY PANELS OF HUMAN EXPERTS. THE ABOVE PREDICTION EXERCISES CONSIDERED SAMPLES OF GENERAL CHEMICALS, THUS WE SPECIFICALLY ADDRESSED IN THIS PAPER THE ISSUE OF PHARMACEUTICAL DRUGS. WE APPLIED OUR EXPERT KNOWLEDGE TO A DATABASE OF DRUGS WHOSE CARCINOGENICITY/NONCARCINOGENICITY STATUS WAS KNOWN. WHEREAS MOST OF THE NONCARCINOGENS WERE CORRECTLY IDENTIFIED, OUR PREDICTION OF CARCINOGENS WAS LESS SUCCESSFUL THAN WITH THE GENERAL CHEMICALS. SEVERAL CARCINOGENIC DRUGS DID NOT SHOW RECOGNIZED STRUCTURAL ALERTS, AND SUPPOSEDLY ACTED BY EPIGENETIC MECHANISMS. WHEREAS THE CONTRIBUTION OF HUMAN EXPERTS IS HIGHLY VALUABLE IN THIS PHASE (E.G. PRIORITY SETTING), MORE WORK IS NECESSARY ON: A) EPIGENETIC CARCINOGENS; B) EFFICIENT COMPUTERIZED MODELS. 2003 15 2611 29 EPIGENETICS: A PROMISING PARADIGM FOR BETTER UNDERSTANDING AND MANAGING PAIN. EPIGENETIC REGULATION OF GENE EXPRESSION IS A RAPIDLY GROWING AREA OF RESEARCH. CONSIDERING THE LONGEVITY AND PLASTICITY OF NEURONS, THE STUDIES ON EPIGENETIC PATHWAYS IN THE NERVOUS SYSTEM SHOULD BE OF SPECIAL INTEREST FOR BOTH EPIGENETICISTS AND NEUROSCIENTISTS. ACTIVATION OR INACTIVATION OF DIFFERENT EPIGENETIC PATHWAYS BECOMES MORE PRONOUNCED WHEN THE CELLS EXPERIENCE RAPID CHANGES IN THEIR ENVIRONMENT, AND SUCH CHANGES CAN BE EASILY CAUSED BY INJURY AND INFLAMMATION, RESULTING IN PAIN PERCEPTION OR DISTORTION OF PAIN PERCEPTION (EG, HYPERALGESIA). THEREFORE, IN THIS REGARD, THE FIELD OF PAIN IS AT AN ADVANTAGE TO STUDY THE EPIGENETIC PATHWAYS. MORE IMPORTANTLY, UNDERSTANDING PAIN FROM AN EPIGENETICS POINT OF VIEW WOULD PROVIDE A NEW PARADIGM FOR DEVELOPING DRUGS OR STRATEGIES FOR PAIN MANAGEMENT. IN THIS REVIEW, WE INTRODUCE BASIC CONCEPTS OF EPIGENETICS, INCLUDING CHROMATIN DYNAMICS, HISTONE MODIFICATIONS, DNA METHYLATION, AND RNA-INDUCED GENE SILENCING. IN ADDITION, WE PROVIDE EVIDENCE FROM PUBLISHED STUDIES SUGGESTING WIDE IMPLICATION OF DIFFERENT EPIGENETIC PATHWAYS WITHIN PAIN PATHWAYS. PERSPECTIVE: THIS ARTICLE PROVIDES A BRIEF OVERVIEW OF EPIGENETIC PATHWAYS FOR GENE REGULATION AND HIGHLIGHTS THEIR INVOLVEMENT IN PAIN. OUR GOAL IS TO EXPOSE THE READERS TO THESE CONCEPTS SO THAT PAIN-RELATED PHENOTYPES CAN BE INVESTIGATED FROM THE EPIGENETIC POINT OF VIEW. 2013 16 4028 26 LUNG TUMORS, COPD AND IMMUNE RESPONSE: IS EPIGENETICS THE BOTTOM LINE? NSCLC IS A HETEROGENEOUS DISORDER CONSISTING OF DISTINCT MOLECULAR SUBTYPES WHICH CAN BE TREATED BY USING SPECIFIC DRUGS TARGETED TO DISTINCT GENETIC LESIONS. IT IS WELL KNOWN THAT NSCLS INCIDENCE IS HIGHER IN CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) PATIENTS BECAUSE THEY SHARE A COMMON RISK FACTOR (CIGARETTE SMOKING) AND IT IS BELIEVED THAT THE TYPICAL INFLAMMATORY MICROENVIRONMENT OBSERVED IN COPD MAY INFLUENCE THE MOLECULAR MECHANISMS RESPONSIBLE OF CARCINOGENESIS. IN THE LAST YEARS, THE ROLE OF EPIGENETIC PROCESSES IN CELL BIOLOGY AND TISSUE PATHOLOGY HAS BEEN EXTENSIVELY STUDIED BOTH IN COPD AND NSCLC. THE RECENT PAPER BY WAUTERS ET AL. SHOWED A SPECIFIC PATTERN OF DRIVER MUTATIONS AND MOLECULAR FEATURES IN NSCLC RAISING IN THE CONTEXT OF COPD. ALL THESE FINDINGS HAVE SHOWN FOR THE FIRST TIME THAT LUNG TUMORS FOUND IN COPD PATIENTS DIFFER FROM THOSE OBSERVED IN PATIENT WITHOUT COPD DUE TO THE PRESENCE OF A SPECIFIC TUMOR MICROENVIRONMENT WHICH IS CHARACTERIZED BY REDUCED CD4+ TREG CELLS. ON THIS BASIS, THE PRESENT WORK AIMS AT DISCUSSING AND ANALYZING THE CONTEXT-SPECIFIC MECHANISMS OF CLONAL SELECTION AND EVOLUTION MAINLY FOCUSING ON THE EPIGENETIC ALTERATIONS AND AT POINTING OUT THE POTENTIAL THERAPEUTIC IMPLICATIONS. 2016 17 6013 31 THE APPLICATIONS OF DNA METHYLATION AS A BIOMARKER IN KIDNEY TRANSPLANTATION: A SYSTEMATIC REVIEW. BACKGROUND: ALTHOUGH KIDNEY TRANSPLANTATION IMPROVES PATIENT SURVIVAL AND QUALITY OF LIFE, LONG-TERM RESULTS ARE HAMPERED BY BOTH IMMUNE- AND NON-IMMUNE-MEDIATED COMPLICATIONS. CURRENT BIOMARKERS OF POST-TRANSPLANT COMPLICATIONS, SUCH AS ALLOGRAFT REJECTION, CHRONIC RENAL ALLOGRAFT DYSFUNCTION, AND CUTANEOUS SQUAMOUS CELL CARCINOMA, HAVE A SUBOPTIMAL PREDICTIVE VALUE. DNA METHYLATION IS AN EPIGENETIC MODIFICATION THAT DIRECTLY AFFECTS GENE EXPRESSION AND PLAYS AN IMPORTANT ROLE IN PROCESSES SUCH AS ISCHEMIA/REPERFUSION INJURY, FIBROSIS, AND ALLOREACTIVE IMMUNE RESPONSE. NOVEL TECHNIQUES CAN QUICKLY ASSESS THE DNA METHYLATION STATUS OF MULTIPLE LOCI IN DIFFERENT CELL TYPES, ALLOWING A DEEP AND INTERESTING STUDY OF CELLS' ACTIVITY AND FUNCTION. THEREFORE, DNA METHYLATION HAS THE POTENTIAL TO BECOME AN IMPORTANT BIOMARKER FOR PREDICTION AND MONITORING IN KIDNEY TRANSPLANTATION. PURPOSE OF THE STUDY: THE AIM OF THIS STUDY WAS TO EVALUATE THE ROLE OF DNA METHYLATION AS A POTENTIAL BIOMARKER OF GRAFT SURVIVAL AND COMPLICATIONS DEVELOPMENT IN KIDNEY TRANSPLANTATION. MATERIAL AND METHODS: A SYSTEMATIC REVIEW OF SEVERAL DATABASES HAS BEEN CONDUCTED. THE NEWCASTLE-OTTAWA SCALE AND THE JADAD SCALE HAVE BEEN USED TO ASSESS THE RISK OF BIAS FOR OBSERVATIONAL AND RANDOMIZED STUDIES, RESPECTIVELY. RESULTS: TWENTY ARTICLES REPORTING ON DNA METHYLATION AS A BIOMARKER FOR KIDNEY TRANSPLANTATION WERE INCLUDED, ALL USING DNA METHYLATION FOR PREDICTION AND MONITORING. DNA METHYLATION PATTERN ALTERATIONS IN CELLS ISOLATED FROM DIFFERENT TISSUES, SUCH AS KIDNEY BIOPSIES, URINE, AND BLOOD, HAVE BEEN ASSOCIATED WITH ISCHEMIA-REPERFUSION INJURY AND CHRONIC RENAL ALLOGRAFT DYSFUNCTION. THESE ALTERATIONS OCCURRED IN DIFFERENT AND SPECIFIC LOCI. DNA METHYLATION STATUS HAS ALSO PROVED TO BE IMPORTANT FOR IMMUNE RESPONSE MODULATION, HAVING A CRUCIAL ROLE IN REGULATORY T CELL DEFINITION AND ACTIVITY. RESEARCH ALSO FOCUSED ON A BETTER UNDERSTANDING OF THE ROLE OF THIS EPIGENETIC MODIFICATION ASSESSMENT FOR REGULATORY T CELLS ISOLATION AND EXPANSION FOR FUTURE TOLERANCE INDUCTION-ORIENTED THERAPIES. CONCLUSIONS: STUDIES INCLUDED IN THIS REVIEW ARE HETEROGENEOUS IN STUDY DESIGN, BIOLOGICAL SAMPLES, AND OUTCOME. MORE COORDINATED INVESTIGATIONS ARE NEEDED TO AFFIRM DNA METHYLATION AS A CLINICALLY RELEVANT BIOMARKER IMPORTANT FOR PREVENTION, MONITORING, AND INTERVENTION. 2022 18 6896 26 [TARGETED EPIGENETIC THERAPY OF CANCER. ACHIEVEMENTS AND PERSPECTIVES]. IN THIS REVIEW, WE PROVIDE AN OVERVIEW OF THE PHYSIOLOGICAL AND PATHOPHYSIOLOGICAL EPIGENETIC CHANGES OF NORMAL CELLS AND CANCER CELLS, AND EMPHASIZE THE ACHIEVEMENTS AND THE PERSPECTIVES OF CANCER EPIGENETIC THERAPY. CANCER EPIGENETIC ALTERATIONS CORRESPOND FOREMOST TO HYPERMETHYLATION OF TUMOR SUPPRESSOR GENES PROMOTORS, GLOBAL DNA HYPOMETHYLATION, AND OVEREXPRESSION AND ACTIVITY OF HISTONE DEACETYLASES. THE PURPOSE OF EPIGENETIC THERAPY IS TO REVERT THE EPIGENETIC ALTERATIONS IN CANCER CELLS AND OBTAIN THE "NORMAL EPIGENOME" RESTORATION. EPIGENETIC TARGETS IN CANCER THERAPY HAVE FOCUSED ON HDACS AND DNMTS INHIBITION. THE AZACITIDINE AND THE DECITABINE, THE VORINOSTAT AND THE ROMIDEPSIN WERE APPROVED BY US-FDA FOR TREATMENT OF MYELODYSPLASTIC SYNDROME, AND CUTANEOUS T-CELL LYMPHOMA, RESPECTIVELY. EPIGENETIC AND EPIGENOMIC CHANGES IN SINGLE OR MULTIPLE GENES HAVE SHOWED POTENTIAL IMPACT IN CANCER AS EARLY DETECTION, PROGNOSIS AND PREDICTIVE MARKS. THE EPIGENETIC REVOLUTION HAS ARRIVED FOR BIOLOGY. THE SIGNIFICANT PROGRESS IN EPIGENETIC STUDIES HAVE ALLOWED US, TO UNDERSTAND NEW LOOKS IN THE PHYSIOLOGY AND PATHOPHYSIOLOGY OF EMBRYONIC DEVELOPMENT, CANCER AND OTHER CHRONIC DISEASES. SPECIFIC MOLECULAR EPIGENETIC ALTERATIONS IN DIFFERENT CANCER TYPES, GIVE US NEW STRATEGIES TO DESIGN IMPROVED CANCER THERAPY. THE CHALLENGE FOR EPIGENETIC INVESTIGATORS IS DESIGN MORE SPECIFIC EPIDRUGS WITH LESSER SIDE EFFECTS. 2012 19 2139 31 EPIGENETIC INSIGHTS INTO MULTIPLE SCLEROSIS DISEASE PROGRESSION. MULTIPLE SCLEROSIS (MS), A CHRONIC INFLAMMATORY DEMYELINATING AND NEURODEGENERATIVE DISEASE OF THE CENTRAL NERVOUS SYSTEM, IS TODAY A LEADING CAUSE OF UNPREDICTABLE LIFELONG DISABILITY IN YOUNG ADULTS. THE TREATMENT OF PATIENTS IN PROGRESSIVE STAGES REMAINS HIGHLY CHALLENGING, ALLUDING TO OUR LIMITED UNDERSTANDING OF THE UNDERLYING PATHOLOGICAL PROCESSES. IN THIS REVIEW, WE PROVIDE INSIGHTS INTO THE MECHANISMS UNDERPINNING MS PROGRESSION FROM A PERSPECTIVE OF EPIGENETICS, THAT REFERS TO STABLE AND MITOTICALLY HERITABLE, YET REVERSIBLE, CHANGES IN THE GENOME ACTIVITY AND GENE EXPRESSION. WE FIRST RECAPITULATE FINDINGS FROM EPIGENETIC STUDIES EXAMINING THE BRAIN TISSUE OF PROGRESSIVE MS PATIENTS, WHICH SUPPORT A CONTRIBUTION OF DNA AND HISTONE MODIFICATIONS IN IMPAIRED OLIGODENDROCYTE DIFFERENTIATION, DEFECTIVE MYELINATION/REMYELINATION AND SUSTAINED NEURO-AXONAL VULNERABILITY. WE NEXT EXPLORE POSSIBILITIES FOR IDENTIFYING FACTORS AFFECTING PROGRESSION USING EASILY ACCESSIBLE TISSUES SUCH AS BLOOD BY COMPARING EPIGENETIC SIGNATURES IN PERIPHERAL IMMUNE CELLS AND BRAIN TISSUE. DESPITE MINOR OVERLAP AT INDIVIDUAL METHYLATION SITES, NEARLY 30% OF ALTERED GENES REPORTED IN PERIPHERAL IMMUNE CELLS OF PROGRESSIVE MS PATIENTS WERE FOUND IN BRAIN TISSUE, JOINTLY CONVERGING ON ALTERATIONS OF NEURONAL FUNCTIONS. WE FURTHER SPECULATE ABOUT THE MECHANISMS UNDERLYING SHARED EPIGENETIC PATTERNS BETWEEN BLOOD AND BRAIN, WHICH LIKELY IMPLY THE INFLUENCE OF INTERNAL (GENETIC CONTROL) AND/OR EXTERNAL (E.G. SMOKING AND AGEING) FACTORS IMPRINTING A COMMON SIGNATURE IN BOTH COMPARTMENTS. OVERALL, WE PROPOSE THAT EPIGENETICS MIGHT SHED LIGHT ON CLINICALLY RELEVANT MECHANISMS INVOLVED IN DISEASE PROGRESSION AND OPEN NEW AVENUES FOR THE TREATMENT OF PROGRESSIVE MS PATIENTS IN THE FUTURE. 2020 20 2059 22 EPIGENETIC CONTROL OF GENE EXPRESSION IN THE LUNG. EPIGENETICS IS TRADITIONALLY DEFINED AS THE STUDY OF HERITABLE CHANGES IN GENE EXPRESSION CAUSED BY MECHANISMS OTHER THAN CHANGES IN THE UNDERLYING DNA SEQUENCE. THERE ARE THREE MAIN CLASSES OF EPIGENETIC MARKS--DNA METHYLATION, MODIFICATIONS OF HISTONE TAILS, AND NONCODING RNAS--EACH OF WHICH MAY BE INFLUENCED BY THE ENVIRONMENT, DIET, DISEASES, AND AGEING. IMPORTANTLY, EPIGENETIC MARKS HAVE BEEN SHOWN TO INFLUENCE IMMUNE CELL MATURATION AND ARE ASSOCIATED WITH THE RISK OF DEVELOPING VARIOUS FORMS OF CANCER, INCLUDING LUNG CANCER. MOREOVER, THERE IS EMERGING EVIDENCE THAT THESE EPIGENETIC MARKS AFFECT GENE EXPRESSION IN THE LUNG AND ARE ASSOCIATED WITH BENIGN LUNG DISEASES, SUCH AS ASTHMA, CHRONIC OBSTRUCTIVE PULMONARY DISEASE, AND INTERSTITIAL LUNG DISEASE. TECHNOLOGICAL ADVANCES HAVE MADE IT FEASIBLE TO STUDY EPIGENETIC MARKS IN THE LUNG, AND IT IS ANTICIPATED THAT THIS KNOWLEDGE WILL ENHANCE OUR UNDERSTANDING OF THE DYNAMIC BIOLOGY IN THE LUNG AND LEAD TO THE DEVELOPMENT OF NOVEL DIAGNOSTIC AND THERAPEUTIC APPROACHES FOR OUR PATIENTS WITH LUNG DISEASE. 2011