1 4515 145 MULTI-OMICS APPROACHES FOR PRECISION OBESITY MANAGEMENT : POTENTIALS AND LIMITATIONS OF OMICS IN PRECISION PREVENTION, TREATMENT AND RISK REDUCTION OF OBESITY. INTRODUCTION: OBESITY IS A MULTIFACTORIAL CHRONIC DISEASE THAT CANNOT BE ADDRESSED BY SIMPLY PROMOTING BETTER DIETS AND MORE PHYSICAL ACTIVITY. TO DATE, NOT A SINGLE COUNTRY HAS SUCCESSFULLY BEEN ABLE TO CURB THE ACCUMULATING BURDEN OF OBESITY. ONE EXPLANATION FOR THE LACK OF PROGRESS IS THAT LIFESTYLE INTERVENTION PROGRAMS ARE TRADITIONALLY IMPLEMENTED WITHOUT A COMPREHENSIVE EVALUATION OF AN INDIVIDUAL'S DIAGNOSTIC BIOMARKERS. EVIDENCE FROM GENOME-WIDE ASSOCIATION STUDIES HIGHLIGHT THE IMPORTANCE OF GENETIC AND EPIGENETIC FACTORS IN THE DEVELOPMENT OF OBESITY AND HOW THEY IN TURN AFFECT THE TRANSCRIPTOME, METABOLITES, MICROBIOMES, AND PROTEOMES. OBJECTIVE: THE PURPOSE OF THIS REVIEW IS TO PROVIDE AN OVERVIEW OF THE DIFFERENT TYPES OF OMICS DATA: GENOMICS, EPIGENOMICS, TRANSCRIPTOMICS, PROTEOMICS, METABOLOMICS AND ILLUSTRATE HOW A MULTI-OMICS APPROACH CAN BE FUNDAMENTAL FOR THE IMPLEMENTATION OF PRECISION OBESITY MANAGEMENT. RESULTS: THE DIFFERENT TYPES OF OMICS DESIGNS ARE GROUPED INTO TWO CATEGORIES, THE GENOTYPE APPROACH AND THE PHENOTYPE APPROACH. WHEN APPLIED TO OBESITY PREVENTION AND MANAGEMENT, EACH OMICS TYPE COULD POTENTIALLY HELP TO DETECT SPECIFIC BIOMARKERS IN PEOPLE WITH RISK PROFILES AND GUIDE HEALTHCARE PROFESSIONALS AND DECISION MAKERS IN DEVELOPING INDIVIDUALIZED TREATMENT PLANS ACCORDING TO THE NEEDS OF THE INDIVIDUAL BEFORE THE ONSET OF OBESITY. CONCLUSION: INTEGRATING MULTI-OMICS APPROACHES WILL ENABLE A PARADIGM SHIFT FROM THE ONE SIZE FITS ALL APPROACH TOWARDS PRECISION OBESITY MANAGEMENT, I.E. (1) PRECISION PREVENTION OF THE ONSET OF OBESITY, (2) PRECISION MEDICINE AND TAILORED TREATMENT OF OBESITY, AND (3) PRECISION RISK REDUCTION AND PREVENTION OF SECONDARY DISEASES RELATED TO OBESITY. 2023 2 5025 41 PERSONALIZED MANAGEMENT OF CARDIOVASCULAR DISORDERS. PERSONALIZED MANAGEMENT OF CARDIOVASCULAR DISORDERS (CVD), ALSO REFERRED TO AS PERSONALIZED OR PRECISION CARDIOLOGY IN ACCORDANCE WITH GENERAL PRINCIPLES OF PERSONALIZED MEDICINE, IS SELECTION OF THE BEST TREATMENT FOR AN INDIVIDUAL PATIENT. IT INVOLVES THE INTEGRATION OF VARIOUS "OMICS" TECHNOLOGIES SUCH AS GENOMICS AND PROTEOMICS AS WELL AS OTHER NEW TECHNOLOGIES SUCH AS NANOBIOTECHNOLOGY. MOLECULAR DIAGNOSTICS AND BIOMARKERS ARE IMPORTANT FOR LINKING DIAGNOSIS WITH THERAPY AND MONITORING THERAPY. BECAUSE CVD INVOLVE PERTURBATIONS OF LARGE COMPLEX BIOLOGICAL NETWORKS, A SYSTEMS BIOLOGY APPROACH TO CVD RISK STRATIFICATION MAY BE USED FOR IMPROVING RISK-ESTIMATING ALGORITHMS, AND MODELING OF PERSONALIZED BENEFIT OF TREATMENT MAY BE HELPFUL FOR GUIDING THE CHOICE OF INTERVENTION. BIOINFORMATICS TOOLS ARE HELPFUL IN ANALYZING AND INTEGRATING LARGE AMOUNTS OF DATA FROM VARIOUS SOURCES. PERSONALIZED THERAPY IS CONSIDERED DURING DRUG DEVELOPMENT, INCLUDING METHODS OF TARGETED DRUG DELIVERY AND CLINICAL TRIALS. INDIVIDUALIZED RECOMMENDATIONS CONSIDER MULTIPLE FACTORS - GENETIC AS WELL AS EPIGENETIC - FOR PATIENTS' RISK OF HEART DISEASE. EXAMPLES OF PERSONALIZED TREATMENT ARE THOSE OF CHRONIC MYOCARDIAL ISCHEMIA, HEART FAILURE, AND HYPERTENSION. SIMILAR APPROACHES CAN BE USED FOR THE MANAGEMENT OF ATRIAL FIBRILLATION AND HYPERCHOLESTEROLEMIA, AS WELL AS THE USE OF ANTICOAGULANTS. PERSONALIZED MANAGEMENT INCLUDES PHARMACOTHERAPY, SURGERY, LIFESTYLE MODIFICATIONS, AND COMBINATIONS THEREOF. FURTHER PROGRESS IN UNDERSTANDING THE PATHOMECHANISM OF COMPLEX CARDIOVASCULAR DISEASES AND IDENTIFICATION OF CAUSATIVE FACTORS AT THE INDIVIDUAL PATIENT LEVEL WILL PROVIDE OPPORTUNITIES FOR THE DEVELOPMENT OF PERSONALIZED CARDIOLOGY. APPLICATION OF PRINCIPLES OF PERSONALIZED MEDICINE WILL IMPROVE THE CARE OF THE PATIENTS WITH CVD. 2017 3 3035 36 GENETICS/GENOMICS IN CHRONIC KIDNEY DISEASE--TOWARDS PERSONALIZED MEDICINE? THE PROGRESSION RATE OF CHRONIC KIDNEY DISEASE (CKD) TO ITS TERMINAL STAGE, END-STAGE RENAL DISEASE (ESRD), AND THE DEVELOPMENT AND SEVERITY OF VARIOUS COMPLICATIONS, ARE AT LEAST INDIRECTLY INFLUENCED BY GENETIC--AND EPIGENETIC--FACTORS. FOR YEARS, SCIENTISTS HAVE HELD OUT HOPE THAT THE RAPIDLY EVOLVING FIELD OF GENETICS COULD TRANSFORM MEDICAL DIAGNOSIS AND TREATMENT, MOVING BEYOND A TRIAL-AND-ERROR APPROACH TOWARDS "PERSONALIZED MEDICINE." INDEED, THERE ARE NOW SIGNS THAT THE ROLE OF GENETICS AND THE PURSUIT OF "PERSONALIZED MEDICINE" IN MEDICAL CARE WILL BE A PRIORITY FOR GOVERNMENTS DURING YEARS TO COME. BUT THE VISION OF INDIVIDUALIZED TREATMENT BASED ON A PATIENT'S GENETIC MAKEUP AND OTHER BIOLOGICAL MARKERS HAS YET TO MATERIALIZE IN THE FIELD OF CKD AND ESRD. AS THE TOXIC UREMIC ENVIRONMENT MAY RENDER CKD PATIENTS MORE SENSITIVE TO THE EFFECTS OF GENETIC VARIANTS, IT IS LIKELY THAT GENETIC FACTORS COULD BE OF SPECIAL IMPORTANCE IN THIS HIGH-RISK POPULATION. THEREFORE, OUTCOME IN THE CKD POPULATION MAY BE IMPROVED BY ESTABLISHING INDIVIDUAL GENETIC/EPIGENETIC PROFILES, THUS ENABLING PHYSICIANS TO DESIGN AN INDIVIDUALIZED THERAPEUTIC STRATEGY. PERSONALIZED MEDICINE BASED ON A MORE INDIVIDUALIZED THERAPY COULD BE APPLIED IN, FOR EXAMPLE, PHARMACOTHERAPY (CYP GENES), DIALYSIS THERAPY, AND NUTRITIONAL AND LIFESTYLE MODIFICATIONS. 2009 4 6643 42 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 5 4832 36 OMICS BIOMARKERS IN OBESITY: NOVEL ETIOLOGICAL INSIGHTS AND TARGETS FOR PRECISION PREVENTION. PURPOSE OF REVIEW: OMICS-BASED TECHNOLOGIES WERE SUGGESTED TO PROVIDE AN ADVANCED UNDERSTANDING OF OBESITY ETIOLOGY AND ITS METABOLIC CONSEQUENCES. THIS REVIEW HIGHLIGHTS THE RECENT DEVELOPMENTS IN "OMICS"-BASED RESEARCH AIMED TO IDENTIFY OBESITY-RELATED BIOMARKERS. RECENT FINDINGS: RECENT ADVANCES IN OBESITY AND METABOLISM RESEARCH INCREASINGLY RELY ON NEW TECHNOLOGIES TO IDENTIFY MECHANISMS IN THE DEVELOPMENT OF OBESITY USING VARIOUS "OMICS" PLATFORMS. GENETIC AND EPIGENETIC BIOMARKERS THAT TRANSLATE INTO CHANGES IN TRANSCRIPTOME, PROTEOME, AND METABOLOME COULD SERVE AS TARGETS FOR OBESITY PREVENTION. DESPITE A NUMBER OF PROMISING CANDIDATE BIOMARKERS, THERE IS AN INCREASED DEMAND FOR LARGER PROSPECTIVE COHORT STUDIES TO VALIDATE FINDINGS AND DETERMINE BIOMARKER REPRODUCIBILITY BEFORE THEY CAN FIND APPLICATIONS IN PRIMARY CARE AND PUBLIC HEALTH. "OMICS" BIOMARKERS HAVE ADVANCED OUR KNOWLEDGE ON THE ETIOLOGY OF OBESITY AND ITS LINKS WITH CHRONIC DISEASES. THEY BRING SUBSTANTIAL PROMISE IN IDENTIFYING EFFECTIVE PUBLIC HEALTH STRATEGIES THAT PAVE THE WAY TOWARDS PATIENT STRATIFICATION AND PRECISION PREVENTION. 2020 6 4325 43 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 7 264 27 ADVANCING ASTHMA CARE: THE GLASS IS ONLY HALF FULL! OVER THE PAST 20 YEARS, THERE HAS BEEN A CONCERTED EFFORT IN THE UNITED STATES TO REDUCE MORBIDITY RELATED TO CHRONIC DISEASE, INCLUDING ASTHMA. ATTENTION WAS INITIALLY DIRECTED TOWARD ASTHMA IN RESPONSE TO THE RECOGNITION THAT ASTHMA MORTALITY WAS INCREASING AND THAT THE BURDEN OF DISEASE WAS SIGNIFICANT. THESE EFFORTS TO ADDRESS ASTHMA MORTALITY LED TO MANY NEW INITIATIVES TO DEVELOP CLINICAL PRACTICE GUIDELINES, IMPLEMENT THE ASTHMA GUIDELINES INTO CLINICAL PRACTICE, CONDUCT RESEARCH TO FILL THE GAPS IN THE GUIDELINES, AND CONTINUOUSLY REVISE THE ASTHMA GUIDELINES AS MORE INFORMATION BECAME AVAILABLE. AN ASSESSMENT OF OUR PROGRESS SHOWS SIGNIFICANT ACCOMPLISHMENTS IN RELATION TO REDUCING ASTHMA MORTALITY AND HOSPITALIZATIONS. CONSEQUENTLY, WE ARE NOW AT A CROSSROADS IN ASTHMA CARE. ALTHOUGH WE HAVE RECOGNIZED SOME REMARKABLE ACCOMPLISHMENTS IN REDUCING ASTHMA MORTALITY AND MORBIDITY, THE AVAILABILITY OF NEW TOOLS TO MONITOR DISEASE ACTIVITY, INCLUDING BIOMARKERS AND EPIGENETIC MARKERS, ALONG WITH INFORMATION TECHNOLOGY SYSTEMS TO MONITOR ASTHMA CONTROL HOLD SOME PROMISE IN IDENTIFYING GAPS IN DISEASE MANAGEMENT. THESE ADVANCES SHOULD PROMPT THE EVOLUTION OF NEW STRATEGIES AND NEW TREATMENTS TO FURTHER REDUCE DISEASE BURDEN. IT NOW BECOMES IMPERATIVE TO CONTINUE A FOCUS ON WAYS TO FURTHER REDUCE THE BURDEN OF ASTHMA AND PREVENT ITS ONSET. 2011 8 3105 38 GENOMICS AND PROTEOMICS IN LIVER FIBROSIS AND CIRRHOSIS. GENOMICS AND PROTEOMICS HAVE BECOME INCREASINGLY IMPORTANT IN BIOMEDICAL SCIENCE IN THE PAST DECADE, AS THEY PROVIDE AN OPPORTUNITY FOR HYPOTHESIS-FREE EXPERIMENTS THAT CAN YIELD MAJOR INSIGHTS NOT PREVIOUSLY FORESEEN WHEN SCIENTIFIC AND CLINICAL QUESTIONS ARE BASED ONLY ON HYPOTHESIS-DRIVEN APPROACHES. USE OF THESE TOOLS, THEREFORE, OPENS NEW AVENUES FOR UNCOVERING PHYSIOLOGICAL AND PATHOLOGICAL PATHWAYS. LIVER FIBROSIS IS A COMPLEX DISEASE PROVOKED BY A RANGE OF CHRONIC INJURIES TO THE LIVER, AMONG WHICH ARE VIRAL HEPATITIS, (NON-) ALCOHOLIC STEATOHEPATITIS AND AUTOIMMUNE DISORDERS. SOME CHRONIC LIVER PATIENTS WILL NEVER DEVELOP FIBROSIS OR CIRRHOSIS, WHEREAS OTHERS RAPIDLY PROGRESS TOWARDS CIRRHOSIS IN A FEW YEARS. THIS VARIETY CAN BE CAUSED BY DISEASE-RELATED FACTORS (FOR EXAMPLE, VIRAL GENOTYPE) OR HOST-FACTORS (GENETIC/EPIGENETIC). IT IS VITAL TO ESTABLISH ACCURATE TOOLS TO IDENTIFY THOSE PATIENTS AT HIGHEST RISK FOR DISEASE SEVERITY OR PROGRESSION IN ORDER TO DETERMINE WHO ARE IN NEED OF IMMEDIATE THERAPIES. MOREOVER, THERE IS AN URGENT IMPERATIVE TO IDENTIFY NON-INVASIVE MARKERS THAT CAN ACCURATELY DISTINGUISH MILD AND INTERMEDIATE STAGES OF FIBROSIS. IDEALLY, BIOMARKERS CAN BE USED TO PREDICT DISEASE PROGRESSION AND TREATMENT RESPONSE, BUT THESE STUDIES WILL TAKE MANY YEARS DUE TO THE REQUIREMENT FOR LENGTHY FOLLOW-UP PERIODS TO ASSESS OUTCOMES. CURRENT GENOMIC AND PROTEOMIC RESEARCH PROVIDES MANY CANDIDATE BIOMARKERS, BUT INDEPENDENT VALIDATION OF THESE BIOMARKERS IS LACKING, AND REPRODUCIBILITY IS STILL A KEY CONCERN. THUS, GREAT OPPORTUNITIES AND CHALLENGES LIE AHEAD IN THE FIELD OF GENOMICS AND PROTEOMICS, WHICH, IF SUCCESSFUL, COULD TRANSFORM THE DIAGNOSIS AND TREATMENT OF CHRONIC FIBROSING LIVER DISEASES. 2012 9 1678 28 DRUG REPURPOSING AT THE INTERFACE OF MELANOMA IMMUNOTHERAPY AND AUTOIMMUNE DISEASE. CANCER CELLS HAVE A REMARKABLE ABILITY TO EVADE RECOGNITION AND DESTRUCTION BY THE IMMUNE SYSTEM. AT THE SAME TIME, CANCER HAS BEEN ASSOCIATED WITH CHRONIC INFLAMMATION, WHILE CERTAIN AUTOIMMUNE DISEASES PREDISPOSE TO THE DEVELOPMENT OF NEOPLASIA. ALTHOUGH CANCER IMMUNOTHERAPY HAS REVOLUTIONIZED ANTITUMOR TREATMENT, IMMUNE-RELATED TOXICITIES AND ADVERSE EVENTS DETRACT FROM THE CLINICAL UTILITY OF EVEN THE MOST ADVANCED DRUGS, ESPECIALLY IN PATIENTS WITH BOTH, METASTATIC CANCER AND PRE-EXISTING AUTOIMMUNE DISEASES. HERE, THE COMBINATION OF MULTI-OMICS, DATA-DRIVEN COMPUTATIONAL APPROACHES WITH THE APPLICATION OF NETWORK CONCEPTS ENABLES IN-DEPTH ANALYSES OF THE DYNAMIC LINKS BETWEEN CANCER, AUTOIMMUNE DISEASES, AND DRUGS. IN THIS REVIEW, WE FOCUS ON MOLECULAR AND EPIGENETIC METASTASIS-RELATED PROCESSES WITHIN CANCER CELLS AND THE IMMUNE MICROENVIRONMENT. WITH MELANOMA AS A MODEL, WE UNCOVER VULNERABILITIES FOR DRUG DEVELOPMENT TO CONTROL CANCER PROGRESSION AND IMMUNE RESPONSES. THEREBY, DRUG REPURPOSING ALLOWS TAKING ADVANTAGE OF EXISTING SAFETY PROFILES AND ESTABLISHED PHARMACOKINETIC PROPERTIES OF APPROVED AGENTS. THESE PROCEDURES PROMISE FASTER ACCESS AND OPTIMAL MANAGEMENT FOR CANCER TREATMENT. TOGETHER, THESE APPROACHES PROVIDE NEW DISEASE-BASED AND DATA-DRIVEN OPPORTUNITIES FOR THE PREDICTION AND APPLICATION OF TARGETED AND CLINICALLY USED DRUGS AT THE INTERFACE OF IMMUNE-MEDIATED DISEASES AND CANCER TOWARDS NEXT-GENERATION IMMUNOTHERAPIES. 2022 10 5163 37 PRECISION/PERSONALIZED MEDICINE IN ALLERGIC DISEASES AND ASTHMA. LIKE MANY OTHER CHRONIC DISEASES, EVERY ALLERGIC PATIENT HAS DIFFERENT CHARACTERISTICS BASED ON CLINICAL COURSE, TREATMENT RESPONSIVENESS AND DISEASE OUTCOMES, WHICH ARE ASSOCIATED WITH THE GENETIC AND EPIGENETIC CONTROL OF MOLECULAR MECHANISMS AND ENVIRONMENT. THIS VARIABILITY NECESSITATES THE ESTABLISHMENT OF PATIENT-TAILORED AND PRECISION APPROACHES IN HANDLING ALLERGIC DISORDERS. BETTER UNDERSTANDING OF THE UNDERLYING PATHOPHYSIOLOGICAL MECHANISMS FOR THE DEVELOPMENT OF ALLERGIC DISORDERS WILL PROVIDE MORE RATIONALE STRATEGIES BASED ON INDIVIDUAL CASES IN CONTROLLING AND TREATING THESE DISORDERS. ENDOTYPING, PHENOTYPING, GENOTYPING AND THERATYPING, AND BIOMARKERS ARE KEYWORDS IN THIS AREA AND HAVE BEEN GAINING LOTS OF ATTENTION IN THE FIELD OF PRECISION MEDICINE, WHICH AIMS TO REVOLUTIONIZE PATIENT CARE AND DEVELOP BETTER PREVENTION AND TREATMENT STRATEGIES. IN ADDITION, PRECISION HEALTH IS A NEW CONCEPT THAT BRINGS PRECISE APPROACHES TO THE SCENE FOR BEING HEALTHY AND PREVENTION OF ALLERGIC DISEASE AND ASTHMA. THE SPECIALTY OF ALLERGY HAS A LEADING ROLE IN THE FIELD, BECAUSE ALLERGEN-SPECIFIC IMMUNOTHERAPY STARTED 105 YEARS AGO, AND IS HISTORICALLY A LEADING PERSONALIZED/PRECISION MEDICINE APPROACH IN ALL MEDICINE DISCIPLINES PROVIDING THE POSSIBILITY OF CURE IN AN INDIVIDUALIZED MANNER INSTEAD OF CONVENTIONAL SYMPTOMATIC TREATMENTS. 2018 11 4422 40 MOLECULAR AND GENETIC INFLAMMATION NETWORKS IN MAJOR HUMAN DISEASES. IT HAS BEEN WELL-RECOGNIZED THAT INFLAMMATION ALONGSIDE TISSUE REPAIR AND DAMAGE MAINTAINING TISSUE HOMEOSTASIS DETERMINES THE INITIATION AND PROGRESSION OF COMPLEX DISEASES. ALBEIT WITH THE ACCOMPLISHMENT OF HAVING CAPTURED THE MOST CRITICAL INFLAMMATION-INVOLVED MOLECULES, GENETIC SUSCEPTIBILITIES, EPIGENETIC FACTORS, AND ENVIRONMENTAL FACTORS, OUR SCHEMATA ON THE ROLE OF INFLAMMATION IN COMPLEX DISEASES REMAIN LARGELY PATCHY, IN PART DUE TO THE SUCCESS OF REDUCTIONISM IN TERMS OF RESEARCH METHODOLOGY PER SE. OMICS DATA ALONGSIDE THE ADVANCES IN DATA INTEGRATION TECHNOLOGIES HAVE ENABLED RECONSTRUCTION OF MOLECULAR AND GENETIC INFLAMMATION NETWORKS WHICH SHED LIGHT ON THE UNDERLYING PATHOPHYSIOLOGY OF COMPLEX DISEASES OR CLINICAL CONDITIONS. GIVEN THE PROVEN BENEFICIAL ROLE OF ANTI-INFLAMMATION IN CORONARY HEART DISEASE AS WELL AS OTHER COMPLEX DISEASES AND IMMUNOTHERAPY AS A REVOLUTIONARY TRANSITION IN ONCOLOGY, IT BECOMES TIMELY TO REVIEW OUR CURRENT UNDERSTANDING OF THE MOLECULAR AND GENETIC INFLAMMATION NETWORKS UNDERLYING MAJOR HUMAN DISEASES. IN THIS REVIEW, WE FIRST BRIEFLY DISCUSS THE COMPLEXITY OF INFECTIOUS DISEASES AND THEN HIGHLIGHT RECENTLY UNCOVERED MOLECULAR AND GENETIC INFLAMMATION NETWORKS IN OTHER MAJOR HUMAN DISEASES INCLUDING OBESITY, TYPE II DIABETES, CORONARY HEART DISEASE, LATE ONSET ALZHEIMER'S DISEASE, PARKINSON'S DISEASE, AND SPORADIC CANCER. THE COMMONALITY AND SPECIFICITY OF THESE MOLECULAR NETWORKS ARE ADDRESSED IN THE CONTEXT OF GENETICS BASED ON GENOME-WIDE ASSOCIATION STUDY (GWAS). THE DOUBLE-SWORD ROLE OF INFLAMMATION, SUCH AS HOW THE ABERRANT TYPE 1 AND/OR TYPE 2 IMMUNITY LEADS TO CHRONIC AND SEVERE CLINICAL CONDITIONS, REMAINS OPEN IN TERMS OF THE INFLAMMASOME AND THE CORE INFLAMMATOME NETWORK FEATURES. INCREASINGLY AVAILABLE LARGE OMICS AND CLINICAL DATA IN TANDEM WITH SYSTEMS BIOLOGY APPROACHES HAVE OFFERED AN EXCITING YET CHALLENGING OPPORTUNITY TOWARD RECONSTRUCTION OF MORE COMPREHENSIVE AND DYNAMIC MOLECULAR AND GENETIC INFLAMMATION NETWORKS, WHICH HOLD GREAT PROMISE IN TRANSITING NETWORK SNAPSHOTS TO VIDEO-STYLE MULTI-SCALE INTERPLAYS OF DISEASE MECHANISMS, IN TURN LEADING TO EFFECTIVE CLINICAL INTERVENTION. 2016 12 5161 44 PRECISION AND PERSONALIZED MEDICINE: HOW GENOMIC APPROACH IMPROVES THE MANAGEMENT OF CARDIOVASCULAR AND NEURODEGENERATIVE DISEASE. LIFE EXPECTANCY HAS GRADUALLY GROWN OVER THE LAST CENTURY. THIS HAS DEEPLY AFFECTED HEALTHCARE COSTS, SINCE THE GROWTH OF AN AGING POPULATION IS CORRELATED TO THE INCREASING BURDEN OF CHRONIC DISEASES. THIS REPRESENTS THE INTERESTING CHALLENGE OF HOW TO MANAGE PATIENTS WITH CHRONIC DISEASES IN ORDER TO IMPROVE HEALTH CARE BUDGETS. EFFECTIVE PRIMARY PREVENTION COULD REPRESENT A PROMISING ROUTE. TO THIS END, PRECISION, TOGETHER WITH PERSONALIZED MEDICINE, ARE USEFUL INSTRUMENTS IN ORDER TO INVESTIGATE PATHOLOGICAL PROCESSES BEFORE THE APPEARANCE OF CLINICAL SYMPTOMS AND TO GUIDE PHYSICIANS TO CHOOSE A TARGETED THERAPY TO MANAGE THE PATIENT. CARDIOVASCULAR AND NEURODEGENERATIVE DISEASES REPRESENT SUITABLE MODELS FOR TAKING FULL ADVANTAGE OF PRECISION MEDICINE TECHNOLOGIES APPLIED TO ALL STAGES OF DISEASE DEVELOPMENT. THE AVAILABILITY OF HIGH TECHNOLOGY INCORPORATING ARTIFICIAL INTELLIGENCE AND ADVANCEMENT PROGRESS MADE IN THE FIELD OF BIOMEDICAL RESEARCH HAVE BEEN SUBSTANTIAL TO UNDERSTAND HOW GENES, EPIGENETIC MODIFICATIONS, AGING, NUTRITION, DRUGS, MICROBIOME AND OTHER ENVIRONMENTAL FACTORS CAN IMPACT HEALTH AND CHRONIC DISORDERS. THE AIM OF THE PRESENT REVIEW IS TO ADDRESS HOW PRECISION AND PERSONALIZED MEDICINE CAN BRING GREATER CLARITY TO THE CLINICAL AND BIOLOGICAL COMPLEXITY OF THESE TYPES OF DISORDERS ASSOCIATED WITH HIGH MORTALITY, INVOLVING TREMENDOUS HEALTH CARE COSTS, BY DESCRIBING IN DETAIL THE METHODS THAT CAN BE APPLIED. THIS MIGHT OFFER PRECIOUS TOOLS FOR PREVENTIVE STRATEGIES AND POSSIBLE CLUES ON THE EVOLUTION OF THE DISEASE AND COULD HELP IN PREDICTING MORBIDITY, MORTALITY AND DETECTING CHRONIC DISEASE INDICATORS MUCH EARLIER IN THE DISEASE COURSE. THIS, OF COURSE, WILL HAVE A MAJOR EFFECT ON BOTH IMPROVING THE QUALITY OF CARE AND QUALITY OF LIFE OF THE PATIENTS AND REDUCING TIME EFFORTS AND HEALTHCARE COSTS. 2020 13 30 34 A BRIEF LOOK AT HASHIMOTO'S DISEASE, ADRENAL INCIDENTALOMAS, OBESITY AND INSULIN RESISTANCE-COULD ENDOCRINE DISRUPTORS BE THE OTHER SIDE OF THE SAME COIN? HASHIMOTO'S DISEASE (HD) IS THE MOST COMMON CAUSE OF HYPOTHYROIDISM IN DEVELOPED COUNTRIES. THE EXACT PATHOMECHANISM BEHIND IT HAS NOT BEEN CLEARLY ESTABLISHED; HOWEVER, AN INTERPLAY OF GENETIC SUSCEPTIBILITY, ENVIRONMENTAL TRIGGERS (INCLUDING DIET) AND EPIGENETIC FACTORS SEEMS TO BE INVOLVED. AMONG THE LATTER, INCREASINGLY MORE ATTENTION HAS BEEN PAID TO SOME HORMONALLY ACTIVE SUBSTANCES, KNOWN AS ENDOCRINE DISRUPTORS, WHICH ARE COMMONLY USED WORLDWIDE. HD HAS BECOME A CONDITION WIDELY REPORTED IN THE MEDIA, ACTING AS A CULPRIT FOR INEXPLICABLE WEIGHT GAIN, CHRONIC FATIGUE OR WEAKNESS. NEVERTHELESS, THE RECOGNITION OF HD IS UNDENIABLY INCREASING AND REPRESENTS A MAJOR PUBLIC HEALTH BURDEN. AT THE SAME TIME, IMPROVING ACCESS TO IMAGING TESTS HAS INCREASED THE NUMBER OF INCIDENTALLY DIAGNOSED ADRENAL TUMORS. ABOVE ALL, THE WIDESPREAD USE OF CHEST COMPUTED TOMOGRAPHY (CT) DUE TO THE COVID-19 PANDEMIC HAS CONTRIBUTED TO FREQUENT INCIDENTAL DETECTION OF ADRENAL LESIONS. FORTUNATELY, A VAST MAJORITY OF THESE FINDINGS ARE ASYMPTOMATIC BENIGN TUMORS WITH NO EXCESSIVE HORMONAL ACTIVITY, AND THEREFORE, THEY ARE DEFINED AS ADRENAL INCIDENTALOMAS (AIS). INTERESTINGLY, RECENT STUDIES HAVE INDICATED THAT PATIENTS WITH AIS ARE MORE PRONE TO OBESITY AND INSULIN RESISTANCE. ALTHOUGH MUTUAL RELATIONSHIPS BETWEEN THE THYROID AND THE ADRENAL GLANDS HAVE BEEN STUDIED WIDELY, STILL, LITTLE IS KNOWN ABOUT THE POSSIBLE PATHOPHYSIOLOGICAL ASSOCIATIONS BETWEEN THYROID AUTOIMMUNITY AND THE OCCURRENCE OF ADRENAL INCIDENTALOMAS. THIS ARTICLE PRESENTS A BRIEF REVIEW OF THE COMMON ENDOCRINE DISORDERS WITH A SPECIAL FOCUS ON THE FREQUENTLY COEXISTING INSULIN RESISTANCE AND/OR OBESITY. FURTHERMORE, IN RESPONSE TO THE RECENT GROWING INTEREST IN ENDOCRINE DISRUPTORS, WITH THEIR TRANSGENERATIONAL EPIGENETIC EFFECTS THAT INFLUENCE HORMONAL SYSTEM FUNCTION, A CONCISE OVERVIEW OF THE TOPIC HAS ALSO BEEN INCLUDED. 2023 14 4716 32 NON-GENETIC RATS MODELS FOR ATHEROSCLEROSIS RESEARCH: FROM PAST TO PRESENT. ATHEROSCLEROSIS IS AN INFLAMMATORY, PROGRESSIVE, AND CHRONIC ILLNESS THAT INVOLVES SEVERAL MOLECULAR AND EPIGENETIC FACTORS. DESPITE TREATMENT LIMITATIONS, CLINICAL AND THERAPEUTIC APPROACHES HAVE UNDENIABLY CHANGED RADICALLY IN RECENT DECADES THROUGH BETTER KNOWLEDGE OF THE PATHOPHYSIOLOGICAL BASIS OF THE DISEASE, WHICH HAS CONSIDERABLY IMPROVED PATIENTS' SURVIVAL AND QUALITY OF LIFE. SOME OF THESE ADVANCES ARE ATTRIBUTABLE TO BASIC BIOMEDICAL RESEARCH THAT PROVIDES INSIGHTS INTO A BETTER UNDERSTANDING AND IDENTIFICATION OF NEW MOLECULAR AND CELLULAR TARGETS FOR ATHEROSCLEROSIS TREATMENT. ALTHOUGH RODENT MODELS HAVE CONTRIBUTED SUBSTANTIALLY TO A BETTER UNDERSTANDING OF THE DEVELOPMENT OF ATHEROSCLEROSIS, THE ACCURACY OF THESE MODELS REMAINS CONTROVERSIAL. RESEARCH THAT UTILIZES GENETIC RODENT MODELS IS WELL ESTABLISHED, BUT THE USE OF SPECIFIC DIETS THAT ARE ASSOCIATED WITH OTHER RISK FACTORS (E.G., HYPERTENSION, HORMONE DEPRIVATION, AND PHARMACOLOGICAL TOOLS) IS STILL DEBATABLE. THE PRESENT REVIEW PROVIDES AN UPDATE ON NON-GENETIC RAT MODELS OF ATHEROSCLEROSIS AND AN OVERVIEW OF THE MAIN METHODOLOGIES THAT ARE CURRENTLY AVAILABLE. 2019 15 2504 34 EPIGENETICS AND MODULATIONS OF EARLY FLAVOR EXPERIENCES: CAN METABOLOMICS CONTRIBUTE TO PREVENTION DURING WEANING? THE SIGNIFICANT INCREASE IN CHRONIC NON-COMMUNICABLE DISEASES HAS CHANGED THE GLOBAL EPIDEMIOLOGICAL LANDSCAPE. AMONG THESE, OBESITY IS THE MOST RELEVANT IN THE PEDIATRIC FIELD. THIS HAS PUSHED THE WORLD OF RESEARCH TOWARDS A NEW PARADIGM: PREVENTIVE AND PREDICTIVE MEDICINE. THEREFORE, THE WINDOW OF EXTREME PLASTICITY THAT CHARACTERIZES THE FIRST STAGE OF DEVELOPMENT CANNOT BE UNDERESTIMATED. IN THIS CONTEXT, NUTRITION CERTAINLY PLAYS A PRIMARY ROLE, BEING ONE OF THE MOST IMPORTANT EPIGENETIC MODULATORS KNOWN TO DATE. WEANING, THEREFORE, HAS A CRUCIAL ROLE THAT MUST BE ANALYZED FAR BEYOND THE SIMPLE ACHIEVEMENT OF NUTRITIONAL NEEDS. FURTHERMORE, THE TASTE EXPERIENCE AND THE FAMILY CONTEXT ARE FUNDAMENTAL FOR FUTURE FOOD CHOICES AND CAN NO LONGER BE UNDERESTIMATED. THE USE OF METABOLOMICS ALLOWS, THROUGH THE RECOGNITION OF EARLY DISEASE MARKERS AND FOOD-SPECIFIC METABOLITES, THE PLANNING OF AN INDIVIDUALIZED AND PRECISE DIET. IN ADDITION, THE POSSIBILITY OF IDENTIFYING PARTICULAR GROUPS OF SUBJECTS AT RISK AND THE CAREFUL MONITORING OF ADHERENCE TO DIETARY THERAPY MAY REPRESENT THE BASIS FOR THIS CHANGE. 2021 16 3399 39 HOW CAN GENETICS AND EPIGENETICS HELP THE NEPHROLOGIST IMPROVE THE DIAGNOSIS AND TREATMENT OF CHRONIC KIDNEY DISEASE PATIENTS? DISCOVERY OF NOVEL IMPROVED TOOLS FOR DIAGNOSIS, PREVENTION AND THERAPY OF CHRONIC KIDNEY DISEASE (CKD) IS AN IMPORTANT TASK FOR THE NEPHROLOGY COMMUNITY AND IT IS LIKELY THAT SCIENTIFIC BREAKTHROUGHS, TO A LARGE EXTENT, WILL BE BASED ON GENOMICS. THE RAPID GROWTH OF THE NUMBER OF GENOME-WIDE ASSOCIATION STUDIES, MAJOR ADVANCES IN DNA SEQUENCING AND OMICS PROFILING, AND ACCELERATING BIOMEDICAL RESEARCH EFFORTS IN THIS AREA HAVE GREATLY EXPANDED THE KNOWLEDGE BASE NEEDED FOR APPLIED GENOMICS. HOWEVER, TRANSLATING AND IMPLEMENTING GENOTYPE-PHENOTYPE DATA INTO GENE-BASED MEDICINE IN CKD POPULATIONS IS STILL IN AN EARLY PHASE AND WILL REQUIRE CONTINUOUS RESEARCH EFFORTS WITH INTEGRATED APPROACHES AND INTENSIFIED INVESTIGATIONS THAT FOCUS ON THE BIOLOGICAL PATHWAYS, WHICH CAUSATIVELY LINK A GENETIC VARIANT WITH THE DISEASE PHENOTYPE. IN THIS ARTICLE, WE REVIEW SOME CURRENT STRATEGIES TO UNRAVEL THESE TRANSLATIONAL GAPS AS WELL AS PROSPECTS FOR THE IMPLEMENTATION OF GENETIC AND EPIGENETIC METHODS INTO NOVEL CLINICAL PRACTICE. 2014 17 3286 47 HIDRADENITIS SUPPURATIVA: DETANGLING PHENOTYPES AND IDENTIFYING COMMON DENOMINATORS. HIDRADENITIS SUPPURATIVA (HS) IS A CHRONIC INFLAMMATORY SKIN DISEASE WITH A SEVERE IMPACT ON PATIENTS' QUALITY OF LIFE THROUGH ITS RECURRENT AND PAINFUL NATURE, AS WELL AS ITS COMORBIDITY BURDEN. THE SHIFT IN THE PATHOGENIC PARADIGM FROM A CONDITION OF THE APOCRINE GLANDS TO AN AUTOINFLAMMATORY DISEASE ASSOCIATED WITH FOLLICULAR DESTRUCTION HAS RENDERED ITS UNDERSTANDING DIFFICULT, AS THERE ARE STILL LARGE GAPS IN PINPOINTING THE UNDERLYING MECHANISMS, WHICH CANNOT CURRENTLY EXPLAIN THE EXISTING CLINICAL VARIATION AND AS A RESULT, TRANSLATE INTO SUBOPTIMAL THERAPY. MULTIFACTORIAL INVOLVEMENT IS HYPOTHESIZED, WITH AN IMPLICATION OF GENETIC MUTATIONS, MICROBIOME DYSBIOSIS, CYTOKINE UPREGULATION, AND ENVIRONMENTAL FACTORS. CLINICAL OBSERVATION IS FUNDAMENTAL FOR DIAGNOSIS, HOWEVER, THE MARKED HETEROGENEITY IN PRESENTATION LEADS TO DELAYS IN DETECTION AND CHALLENGES IN TREATMENT SELECTION, SHOWCASING CLEAR LIMITS IN DEFINING THE LINK BETWEEN GENETIC ASPECTS OF HS, THE ROLE OF EPIGENETIC FACTORS, AND ITS PATHOGENIC PATHWAYS. THERE HAVE BEEN ATTEMPTS TO FORMULATE PHENOTYPES THAT COULD AID IN PROGNOSTICATION AND MANAGEMENT, HOWEVER, CURRENT CLASSIFICATION SCHEMATA SHOW SIGNIFICANT OVERLAP AND NO VALIDATION THROUGH LONGITUDINAL STUDIES. IN THIS CONTEXT, NOMENCLATURE POSES A GREAT CHALLENGE DUE TO THE LACK OF GLOBAL AGREEMENT IN THE DEFINITION OF LESIONS, WHICH SHOULD BE ADDRESSED BY FUTURE RESEARCH TO ENABLE SIMPLIFIED RECOGNITION AND ALLOW FOR MORE PRECISE SEVERITY SCORING. THIS COULD BE COMPLEMENTED BY THE ADDITION OF EXTRA DERMATOLOGIC FINDINGS OR PARACLINICAL ASSESSMENT IN CONSTRUCTING PHENOTYPES. THE DEVELOPMENT OF VALID, PREDICTIVE, AND RELIABLE CLASSIFICATIONS OF HS MAY LEAD TO AN IMPROVEMENT IN COMPREHENDING ITS PATHOPHYSIOLOGY, FAVORING A MORE PERSONALIZED APPROACH IN MANAGEMENT. THIS COULD BE ACHIEVED THROUGH CONSENSUS IN THE CHARACTERIZATION OF CLINICAL FEATURES AND DATA GATHERING, AS WELL AS VALIDATION ATTEMPTS FOR DESCRIBED PHENOTYPES. ULTIMATELY, THE GENOTYPE-ENDOTYPE-PHENOTYPE CORRELATION IN HS REQUIRES TARGETED, SYSTEMATIC INQUIRIES AND SHOULD BE ADDRESSED MORE LARGELY TO BROADEN THE PERSPECTIVE ON THIS DEBILITATING ENTITY. 2023 18 6738 32 WHAT'S YOUR CUP OF TEA? THE ROLE OF HERBAL COMPOUNDS IN THE MANAGEMENT OF MULTIPLE SCLEROSIS. MULTIPLE SCLEROSIS (MS) IS A CHRONIC, INFLAMMATORY, NEURODEGENERATIVE DISEASE THAT IS CHARACTERIZED BY A COMPLEX ETIOLOGY. EFFORTS TOWARDS THE MANAGEMENT OF MS HAVE LONG BEEN DIRECTED TOWARDS SYMPTOMATIC RELIEF, AS WELL AS THE USE OF IMMUNE-MODULATORY, DISEASE MODIFYING THERAPIES; HOWEVER, INCONSISTENT TREATMENT RESPONSES STILL PREVAIL, INCREASING THE RISK FOR DISEASE PROGRESSION. WHILE A GREAT DEAL OF RESEARCH ATTEMPTED TO UNRAVEL THE COMPLEXITY OF TREATMENT RESPONSES IN LIGHT OF EPIGENETIC VARIABILITY, PARALLEL EFFORTS IN THE DIRECTION OF ALTERNATIVE MEDICINE MAY BE AS PARAMOUNT. HERBAL COMPOUNDS HAVE LONG BEEN REGARDED AS SAFE AND VERSATILE OPTIONS FOR AIDING IN VARIOUS DISORDERS, INCLUDING NEURODEGENERATIVE CONDITIONS LIKE MS. NUMEROUS STUDIES HAVE TAKEN INTEREST IN A MYRIAD OF HERBAL PLANTS FOR THEIR POTENTIAL BENEFIT IN ALLEVIATING SOME OF THE MOST COMMON MS SYMPTOMS SUCH AS SPASTICITY AND FATIGUE, DELAYING THE PROGRESSION OF THE DISEASE, AS WELL AS INFLUENCING THE OVERALL QUALITY OF LIFE FOR MS PATIENTS. THIS REVIEW AIMS TO PROVIDE A COMPREHENSIVE OVERVIEW OF RECENT CLINICAL STUDIES EXAMINING THE EFFECTS OF VARIOUS HERBAL PLANTS ON DIFFERENT ASPECTS OF MS, IN AN ATTEMPT TO SHED LIGHT ON AN IMPORTANT TOOL FOR AIDING IN THE MANAGEMENT OF THIS COMPLEX AND MULTIFACTORIAL DISEASE. 2023 19 6786 27 [CONSENSUS AND CONTROVERSY ON RESEARCH PROGRESS AND CLINICAL PRACTICE OF VASCULAR CALCIFICATION]. VASCULAR CALCIFICATION IS AN ACTIVE AND COMPLEX PATHOLOGICAL PROCESS REGULATED BY SEVERAL FACTORS. VASCULAR CALCIFICATION IS CLOSELY RELATED TO THE INCIDENCE AND MORTALITY OF THE CARDIOVASCULAR DISEASE, CHRONIC KIDNEY DISEASE AND OTHER DISEASES, WHICH AFFECTS MULTIPLE ORGANS AND SYSTEMS, THUS AFFECTING PEOPLE'S HEALTH. THEREFORE, MORE AND MORE ATTENTION IS PAID TO VASCULAR CALCIFICATION. AT PRESENT, THE PATHOGENESIS AND CLINICAL PRACTICE OF VASCULAR CALCIFICATION HAVE BEEN CONTINUOUSLY IMPROVED, WHICH MAINLY INCLUDES CALCIUM AND PHOSPHORUS IMBALANCE THEORY, VASCULAR SMOOTH MUSCLE CELL TRANSDIFFERENTIATION THEORY, BONE HOMEOSTASIS IMBALANCE THEORY, EPIGENETIC REGULATION THEORY, INFLAMMATION THEORY, EXTRACELLULAR MATRIX THEORY, NEW CELL FATE THEORY AND SO ON. HOWEVER, THERE ARE STILL MANY UNSOLVED PROBLEMS. SINCE THE OCCURRENCE AND DEVELOPMENT OF VASCULAR CALCIFICATION AFFECT MULTIPLE ORGANS AND SYSTEMS, THIS EXPERT CONSENSUS GATHERED CLINICIANS AND BASIC RESEARCH EXPERTS ENGAGED IN THE STUDY OF VASCULAR CALCIFICATION IN ORDER TO SUMMARIZE THE PROGRESS OF VARIOUS DISCIPLINES RELATED TO VASCULAR CALCIFICATION IN RECENT YEARS. THE PURPOSE OF THIS CONSENSUS IS TO SYSTEMATICALLY SUMMARIZE THE LATEST RESEARCH PROGRESS, TREATMENT CONSENSUS AND CONTROVERSY OF VASCULAR CALCIFICATION FROM THE ASPECTS OF EPIDEMIOLOGY, PATHOGENESIS, PREVENTION AND TREATMENT, SO AS TO PROVIDE THEORETICAL BASIS AND CLINICAL ENLIGHTENMENT FOR IN-DEPTH RESEARCH IN THIS FIELD. 2022 20 640 40 BIOMARKERS OF AGING IN FRAILTY AND AGE-ASSOCIATED DISORDERS: STATE OF THE ART AND FUTURE PERSPECTIVE. ACCORDING TO THE GEROSCIENCE CONCEPT THAT ORGANISMAL AGING AND AGE-ASSOCIATED DISEASES SHARE THE SAME BASIC MOLECULAR MECHANISMS, THE IDENTIFICATION OF BIOMARKERS OF AGE THAT CAN EFFICIENTLY CLASSIFY PEOPLE AS BIOLOGICALLY OLDER (OR YOUNGER) THAN THEIR CHRONOLOGICAL (I.E. CALENDAR) AGE IS BECOMING OF PARAMOUNT IMPORTANCE. THESE PEOPLE WILL BE IN FACT AT HIGHER (OR LOWER) RISK FOR MANY DIFFERENT AGE-ASSOCIATED DISEASES, INCLUDING CARDIOVASCULAR DISEASES, NEURODEGENERATION, CANCER, ETC. IN TURN, PATIENTS SUFFERING FROM THESE DISEASES ARE BIOLOGICALLY OLDER THAN HEALTHY AGE-MATCHED INDIVIDUALS. MANY BIOMARKERS THAT CORRELATE WITH AGE HAVE BEEN DESCRIBED SO FAR. THE AIM OF THE PRESENT REVIEW IS TO DISCUSS THE USEFULNESS OF SOME OF THESE BIOMARKERS (ESPECIALLY SOLUBLE, CIRCULATING ONES) IN ORDER TO IDENTIFY FRAIL PATIENTS, POSSIBLY BEFORE THE APPEARANCE OF CLINICAL SYMPTOMS, AS WELL AS PATIENTS AT RISK FOR AGE-ASSOCIATED DISEASES. AN OVERVIEW OF SELECTED BIOMARKERS WILL BE DISCUSSED IN THIS REGARD, IN PARTICULAR WE WILL FOCUS ON BIOMARKERS RELATED TO METABOLIC STRESS RESPONSE, INFLAMMATION, AND CELL DEATH (IN PARTICULAR IN NEURODEGENERATION), ALL PHENOMENA CONNECTED TO INFLAMMAGING (CHRONIC, LOW-GRADE, AGE-ASSOCIATED INFLAMMATION). IN THE SECOND PART OF THE REVIEW, NEXT-GENERATION MARKERS SUCH AS EXTRACELLULAR VESICLES AND THEIR CARGOS, EPIGENETIC MARKERS AND GUT MICROBIOTA COMPOSITION, WILL BE DISCUSSED. SINCE RECENT PROGRESSES IN OMICS TECHNIQUES HAVE ALLOWED AN EXPONENTIAL INCREASE IN THE PRODUCTION OF LABORATORY DATA ALSO IN THE FIELD OF BIOMARKERS OF AGE, MAKING IT DIFFICULT TO EXTRACT BIOLOGICAL MEANING FROM THE HUGE MASS OF AVAILABLE DATA, ARTIFICIAL INTELLIGENCE (AI) APPROACHES WILL BE DISCUSSED AS AN INCREASINGLY IMPORTANT STRATEGY FOR EXTRACTING KNOWLEDGE FROM RAW DATA AND PROVIDING PRACTITIONERS WITH ACTIONABLE INFORMATION TO TREAT PATIENTS. 2023