1 391 177 AN INTRODUCTION TO THE MATHEMATICAL MODELING IN THE STUDY OF CANCER SYSTEMS BIOLOGY. BACKGROUND: FREQUENTLY OCCURRING IN CANCER ARE THE ABERRANT ALTERATIONS OF REGULATORY ONCO-METABOLITES, VARIOUS ONCOGENES/EPIGENETIC STOCHASTICITY, AND SUPPRESSOR GENES, AS WELL AS THE DEFICIENT MISMATCH REPAIR MECHANISM, CHRONIC INFLAMMATION, OR THOSE DEVIATIONS BELONGING TO THE OTHER CANCER CHARACTERISTICS. HOW THESE ABERRATIONS THAT EVOLVE OVERTIME DETERMINE THE GLOBAL PHENOTYPE OF MALIGNANT TUMORS REMAINS TO BE COMPLETELY UNDERSTOOD. DYNAMIC ANALYSIS MAY HAVE POTENTIAL TO REVEAL THE MECHANISM OF CARCINOGENESIS AND CAN OFFER NEW THERAPEUTIC INTERVENTION. AIMS: WE INTRODUCE SIMPLIFIED MATHEMATICAL TOOLS TO MODEL SERIAL QUANTITATIVE DATA OF CANCER BIOMARKERS. WE ALSO HIGHLIGHT AN INTRODUCTORY OVERVIEW OF MATHEMATICAL TOOLS AND MODELS AS THEY APPLY FROM THE VIEWPOINT OF KNOWN CANCER FEATURES. METHODS: MATHEMATICAL MODELING OF POTENTIALLY ACTIONABLE GENOMIC PRODUCTS AND HOW THEY PROCEED OVERTIME DURING TUMORIGENESIS ARE EXPLORED. THIS REPORT IS INTENDED TO BE INSTINCTIVE WITHOUT BEING OVERLY TECHNICAL. RESULTS: TO DATE, MANY MATHEMATICAL MODELS OF THE COMMON FEATURES OF CANCER HAVE BEEN DEVELOPED. HOWEVER, THE DYNAMIC OF INTEGRATED HETEROGENEOUS PROCESSES AND THEIR CROSS TALKS RELATED TO CARCINOGENESIS REMAINS TO BE RESOLVED. CONCLUSIONS: IN CANCER RESEARCH, OUTLINING MATHEMATICAL MODELING OF EXPERIMENTALLY OBTAINED DATA SNAPSHOTS OF MOLECULAR SPECIES MAY PROVIDE INSIGHTS INTO A BETTER UNDERSTANDING OF THE MULTIPLE BIOCHEMICAL CIRCUITS. RECENT DISCOVERIES HAVE PROVIDED SUPPORT FOR THE EXISTENCE OF COMPLEX CANCER PROGRESSION IN DYNAMICS THAT SPAN FROM A SIMPLE 1-DIMENSIONAL DETERMINISTIC SYSTEM TO A STOCHASTIC (IE, PROBABILISTIC) OR TO AN OSCILLATORY AND MULTISTABLE NETWORKS. FURTHER RESEARCH IN MATHEMATICAL MODELING OF CANCER PROGRESSION, BASED ON THE EVOLVING MOLECULAR KINETICS (TIME SERIES), COULD INFORM A SPECIFIC AND A PREDICTIVE BEHAVIOR ABOUT THE GLOBAL SYSTEMS BIOLOGY OF VULNERABLE TUMOR CELLS IN THEIR EARLIER STAGES OF ONCOGENESIS. ON THIS FOOTING, NEW PREVENTIVE MEASURES AND ANTICANCER THERAPY COULD THEN BE CONSTRUCTED. 2018 2 1071 26 CLONAL DYNAMICS IN CHRONIC LYMPHOCYTIC LEUKEMIA. CHRONIC LYMPHOCYTIC LEUKEMIA HAS A HIGHLY VARIABLE DISEASE COURSE ACROSS PATIENTS, THOUGHT TO BE DRIVEN BY THE VAST INTER- AND INTRAPATIENT MOLECULAR HETEROGENEITY DESCRIBED IN SEVERAL LARGE-SCALE DNA-SEQUENCING STUDIES CONDUCTED OVER THE PAST DECADE. ALTHOUGH THE LAST 5 YEARS HAVE SEEN A DRAMATIC SHIFT IN THE THERAPEUTIC LANDSCAPE FOR CHRONIC LYMPHOCYTIC LEUKEMIA, INCLUDING THE REGULATORY APPROVAL OF SEVERAL POTENT TARGETED AGENTS (IE, IDELALISIB, IBRUTINIB, VENETOCLAX), THE VAST MAJORITY OF PATIENTS STILL INEVITABLY EXPERIENCE DISEASE RECURRENCE OR PERSISTENCE. RECENT GENOME-WIDE SEQUENCING APPROACHES HAVE HELPED TO IDENTIFY SUBCLONAL POPULATIONS WITHIN TUMORS THAT DEMONSTRATE A BROAD SPECTRUM OF SOMATIC MUTATIONS, DIVERSE LEVELS OF RESPONSE TO THERAPY, PATTERNS OF REPOPULATION, AND GROWTH KINETICS. UNDERSTANDING THE IMPACT OF GENETIC, EPIGENETIC, AND TRANSCRIPTOMIC FEATURES ON CLONAL GROWTH DYNAMICS AND DRUG RESPONSE WILL BE AN IMPORTANT STEP TOWARD THE SELECTION AND TIMING OF THERAPY. 2019 3 1532 20 DNA METHYLATION DYNAMICS AND COCAINE IN THE BRAIN: PROGRESS AND PROSPECTS. CYTOSINE MODIFICATIONS, INCLUDING DNA METHYLATION, ARE STABLE EPIGENETIC MARKS THAT MAY TRANSLATE ENVIRONMENTAL CHANGE INTO TRANSCRIPTIONAL REGULATION. RESEARCH HAS BEGUN TO INVESTIGATE DNA METHYLATION DYNAMICS IN RELATION TO COCAINE USE DISORDERS. SPECIFICALLY, DNA METHYLATION MACHINERY, INCLUDING METHYLTRANSFERASES AND BINDING PROTEINS, ARE DYSREGULATED IN BRAIN REWARD PATHWAYS AFTER CHRONIC COCAINE EXPOSURE. IN ADDITION, NUMEROUS METHYLOME-WIDE AND CANDIDATE PROMOTER STUDIES HAVE IDENTIFIED DIFFERENTIAL METHYLATION, AT THE NUCLEOTIDE LEVEL, IN RODENT MODELS OF COCAINE ABUSE AND DRUG SEEKING BEHAVIOR. THIS REVIEW HIGHLIGHTS THE CURRENT PROGRESS IN THE FIELD OF COCAINE-RELATED METHYLATION, AND OFFERS CONSIDERATIONS FOR FUTURE RESEARCH. 2017 4 2069 31 EPIGENETIC CONTROL OF SKELETAL MUSCLE REGENERATION: INTEGRATING GENETIC DETERMINANTS AND ENVIRONMENTAL CHANGES. DURING EMBRYONIC DEVELOPMENT, PLURIPOTENT CELLS ARE GENETICALLY COMMITTED TO SPECIFIC LINEAGES BY THE EXPRESSION OF CELL-TYPE-SPECIFIC TRANSCRIPTIONAL ACTIVATORS THAT DIRECT THE FORMATION OF SPECIALIZED TISSUES AND ORGANS IN RESPONSE TO DEVELOPMENTAL CUES. CHROMATIN-MODIFYING PROTEINS ARE EMERGING AS ESSENTIAL COMPONENTS OF THE EPIGENETIC MACHINERY, WHICH ESTABLISHES THE NUCLEAR LANDSCAPE THAT ULTIMATELY DETERMINES THE FINAL IDENTITY AND FUNCTIONAL SPECIALIZATION OF ADULT CELLS. RECENT EVIDENCE HAS REVEALED THAT DISCRETE POPULATIONS OF ADULT CELLS CAN RETAIN THE ABILITY TO ADOPT ALTERNATIVE CELL FATES IN RESPONSE TO ENVIRONMENTAL CUES. THESE CELLS INCLUDE CONVENTIONAL ADULT STEM CELLS AND A STILL POORLY DEFINED COLLECTION OF CELL TYPES ENDOWED WITH FACULTATIVE PHENOTYPE AND FUNCTIONAL PLASTICITY. UNDER PHYSIOLOGICAL CONDITIONS OR ADAPTIVE STATES, THESE CELLS COOPERATE TO SUPPORT TISSUE AND ORGAN HOMEOSTASIS, AND TO PROMOTE GROWTH OR COMPENSATORY REGENERATION. HOWEVER, DURING CHRONIC DISEASES AND AGING THESE CELLS CAN ADOPT A PATHOLOGICAL PHENOTYPE AND MEDIATE MALADAPTIVE RESPONSES, SUCH AS THE FORMATION OF FIBROTIC SCARS AND FAT DEPOSITION THAT PROGRESSIVELY REPLACES STRUCTURAL AND FUNCTIONAL UNITS OF TISSUES AND ORGANS. THE MOLECULAR DETERMINANTS OF THESE PHENOTYPIC TRANSITIONS ARE ONLY EMERGING FROM RECENT STUDIES THAT REVEAL HOW DYNAMIC CHROMATIN STATES CAN GENERATE FLEXIBLE EPIGENETIC LANDSCAPES, WHICH CONFER ON CELLS THE ABILITY TO RETAIN PARTIAL PLURIPOTENCY AND ADAPT TO ENVIRONMENTAL CHANGES. THIS REVIEW SUMMARIZES OUR CURRENT KNOWLEDGE ON THE ROLE OF THE EPIGENETIC MACHINERY AS A 'FILTER' BETWEEN GENETIC COMMITMENT AND ENVIRONMENTAL SIGNALS IN CELL TYPES THAT CAN ALTERNATIVELY PROMOTE SKELETAL MUSCLE REGENERATION OR FIBRO-ADIPOGENIC DEGENERATION. 2013 5 944 36 CHRONIC LYMPHOCYTIC LEUKEMIA: FROM MOLECULAR PATHOGENESIS TO NOVEL THERAPEUTIC STRATEGIES. CHRONIC LYMPHOCYTIC LEUKEMIA IS A WELL-DEFINED LYMPHOID NEOPLASM WITH VERY HETEROGENEOUS BIOLOGICAL AND CLINICAL BEHAVIOR. THE LAST DECADE HAS BEEN REMARKABLY FRUITFUL IN NOVEL FINDINGS ELUCIDATING MULTIPLE ASPECTS OF THE PATHOGENESIS OF THE DISEASE INCLUDING MECHANISMS OF GENETIC SUSCEPTIBILITY, INSIGHTS INTO THE RELEVANCE OF IMMUNOGENETIC FACTORS DRIVING THE DISEASE, PROFILING OF GENOMIC ALTERATIONS, EPIGENETIC SUBTYPES, GLOBAL EPIGENOMIC TUMOR CELL REPROGRAMMING, MODULATION OF TUMOR CELL AND MICROENVIRONMENT INTERACTIONS, AND DYNAMICS OF CLONAL EVOLUTION FROM EARLY STEPS IN MONOCLONAL B CELL LYMPHOCYTOSIS TO PROGRESSION AND TRANSFORMATION INTO DIFFUSE LARGE B-CELL LYMPHOMA. ALL THIS KNOWLEDGE HAS OFFERED NEW PERSPECTIVES THAT ARE BEING EXPLOITED THERAPEUTICALLY WITH NOVEL TARGET AGENTS AND MANAGEMENT STRATEGIES. IN THIS REVIEW WE PROVIDE AN OVERVIEW OF THESE NOVEL ADVANCES AND HIGHLIGHT QUESTIONS AND PERSPECTIVES THAT NEED FURTHER PROGRESS TO TRANSLATE INTO THE CLINICS THE BIOLOGICAL KNOWLEDGE AND IMPROVE THE OUTCOME OF THE PATIENTS. 2020 6 3110 46 GENOTYPE- OR PHENOTYPE-TARGETING ANTICANCER THERAPIES? LESSONS FROM TUMOR EVOLUTIONARY BIOLOGY. DESPITE THE EFFICACY OF MOST CANCER THERAPIES, DRUG RESISTANCE REMAINS A MAJOR PROBLEM IN THE CLINIC. THE ERADICATION OF THE ENTIRE TUMOR AND THE CURE OF THE PATIENT BY CHEMOTHERAPY ALONE ARE RARE, IN PARTICULAR FOR ADVANCED DISEASE. FROM AN EVOLUTIONARY PERSPECTIVE, THE SELECTIVE PRESSURE EXERTED BY CHEMOTHERAPY LEADS TO THE EMERGENCE OF RESISTANT CLONES WHERE RESISTANCE CAN BE ASSOCIATED WITH MANY DIFFERENT FUNCTIONAL MECHANISMS AT THE SINGLE CELL LEVEL OR CAN INVOLVE CHANGES IN THE TUMOR MICRO-ENVIRONMENT. IN THE LAST DECADE, TUMOR GENOMICS HAS CONTRIBUTED TO THE IMPROVEMENT OF OUR UNDERSTANDING OF TUMORIGENESIS AND HAS LED TO THE IDENTIFICATION OF NUMEROUS CELLULAR TARGETS FOR THE DEVELOPMENT OF NOVEL THERAPIES. HOWEVER, SINCE TUMORS ARE BY NATURE EXTREMELY HETEROGENEOUS, THE DRUG EFFICACY AND ECONOMICAL SUSTAINABILITY OF THIS APPROACH IS NOW DEBATABLE. IMPORTANTLY, TUMOR CELL HETEROGENEITY DEPENDS NOT ONLY ON GENETIC MODIFICATIONS BUT ALSO ON NON-GENETIC PROCESSES INVOLVING EITHER STOCHASTIC EVENTS OR EPIGENETIC MODIFICATIONS MAKING GENETIC BIOMARKERS OF UNCERTAIN UTILITY. IN THIS REVIEW, WE WISH TO HIGHLIGHT HOW EVOLUTIONARY BIOLOGY CAN IMPACT OUR UNDERSTANDING OF CARCINOGENESIS AND RESISTANCE TO THERAPIES. WE WILL DISCUSS NEW APPROACHES BASED ON APPLIED ECOLOGY AND EVOLUTION DYNAMICS THAT CAN BE USED TO CONVERT THE CANCER INTO A CHRONIC DISEASE WHERE THE DRUGS WOULD CONTROL TUMOR GROWTH. FINALLY, WE WILL DISCUSS THE WAY METABOLIC DYSFUNCTION OR PHENOTYPIC CHANGES CAN HELP DEVELOPING NEW DELIVERY SYSTEMS OR PHENOTYPETARGETED DRUGS AND HOW EXPLORING NEW SOURCES OF ACTIVE COMPOUNDS CAN CONDUCT TO THE DEVELOPMENT OF DRUGS WITH ORIGINAL MECHANISMS OF ACTION. 2016 7 1283 25 DECIPHERING THE EPIGENETIC CODE OF T LYMPHOCYTES. THE MULTIPLE LINEAGES AND DIFFERENTIATION STATES THAT CONSTITUTE THE T-CELL COMPARTMENT ALL DERIVE FROM A COMMON THYMIC PRECURSOR. THESE DISTINCT TRANSCRIPTIONAL STATES ARE MAINTAINED BOTH IN TIME AND AFTER MULTIPLE ROUNDS OF CELL DIVISION BY THE CONCERTED ACTIONS OF A SMALL SET OF LINEAGE-DEFINING TRANSCRIPTION FACTORS THAT ACT IN CONJUNCTION WITH A SUITE OF CHROMATIN-MODIFYING ENZYMES TO ACTIVATE, REPRESS, AND FINE-TUNE GENE EXPRESSION. THESE CHROMATIN MODIFICATIONS COLLECTIVELY PROVIDE AN EPIGENETIC CODE THAT ALLOWS THE STABLE AND HERITABLE MAINTENANCE OF THE T-CELL PHENOTYPE. RECENTLY, IT HAS BECOME APPARENT THAT THE EPIGENETIC CODE REPRESENTS A THERAPEUTIC TARGET FOR A VARIETY OF IMMUNE CELL DISORDERS, INCLUDING LYMPHOMA AND ACUTE AND CHRONIC INFLAMMATORY DISEASES. HERE, WE REVIEW THE RECENT ADVANCES IN EPIGENETIC REGULATION OF GENE EXPRESSION, PARTICULARLY AS IT RELATES TO THE T-CELL DIFFERENTIATION AND FUNCTION. 2014 8 82 44 A NON-GENETIC BASIS FOR CANCER PROGRESSION AND METASTASIS: SELF-ORGANIZING ATTRACTORS IN CELL REGULATORY NETWORKS. IT IS COMMONLY ASSUMED THAT SOMATIC EVOLUTION DRIVES THE MULTI-STEP PROCESS THAT PRODUCES METASTATIC CANCER. BUT IT IS DIFFICULT TO RECONCILE THE INEXORABLE PROGRESSION TOWARDS METASTASIS IN VIRTUALLY ALL CARCINOMAS AND THE ASSOCIATED COMPLEX CHANGE OF CANCER CELL PHENOTYPE, CHARACTERIZED BY AN EPITHELIAL-TO-MESENCHYMAL TRANSITION, WITH THE RANDOM NATURE OF GENE MUTATIONS. GIVEN THEIR IRREVERSIBLE NATURE, IT IS ALSO DIFFICULT TO EXPLAIN WHY CERTAIN METASTATIC CARCINOMAS CAN REFORM NORMAL TISSUE BOUNDARIES AND REMAIN DORMANT FOR YEARS AT DISTANT SITES. HERE WE PROPOSE AN ENCOMPASSING CONCEPTUAL FRAMEWORK BASED ON SYSTEM-LEVEL DYNAMICS OF GENE REGULATORY NETWORKS THAT MAY HELP RECONCILE THESE INCONSISTENCIES. THE CONCEPTS OF GENE EXPRESSION STATE SPACE AND ATTRACTORS ARE INTRODUCED WHICH PROVIDE A MATHEMATICAL AND MOLECULAR BASIS FOR AN "EPIGENETIC LANDSCAPE". WE THEN DESCRIBE HOW CANCER CELLS ARE TRAPPED IN "EMBRYONIC ATTRACTORS" BECAUSE OF DISTORTIONS OF THIS LANDSCAPE CAUSED BY MUTATIONAL REWIRING OF THE REGULATORY NETWORK. THE IMPLICATIONS OF THIS CONCEPT FOR A NEW INTEGRATIVE UNDERSTANDING OF TUMOR FORMATION AND METASTATIC PROGRESSION ARE DISCUSSED. THIS FORMAL FRAMEWORK OF CANCER PROGRESSION UNITES MAINSTREAM GENETIC DETERMINISM WITH ALTERNATIVE IDEAS THAT EMPHASIZE NON-GENETIC INFLUENCES, INCLUDING CHRONIC GROWTH STIMULATION,EXTRACELLULAR MATRIX REMODELING, ALTERATION OF CELL MECHANICS AND DISRUPTION OF TISSUE ARCHITECTURE. 2006 9 3952 18 LOCUS-SPECIFIC EPIGENETIC REMODELING CONTROLS ADDICTION- AND DEPRESSION-RELATED BEHAVIORS. CHRONIC EXPOSURE TO DRUGS OF ABUSE OR STRESS REGULATES TRANSCRIPTION FACTORS, CHROMATIN-MODIFYING ENZYMES AND HISTONE POST-TRANSLATIONAL MODIFICATIONS IN DISCRETE BRAIN REGIONS. GIVEN THE PROMISCUITY OF THE ENZYMES INVOLVED, IT HAS NOT YET BEEN POSSIBLE TO OBTAIN DIRECT CAUSAL EVIDENCE TO IMPLICATE THE REGULATION OF TRANSCRIPTION AND CONSEQUENT BEHAVIORAL PLASTICITY BY CHROMATIN REMODELING THAT OCCURS AT A SINGLE GENE. WE INVESTIGATED THE MECHANISM LINKING CHROMATIN DYNAMICS TO NEUROBIOLOGICAL PHENOMENA BY APPLYING ENGINEERED TRANSCRIPTION FACTORS TO SELECTIVELY MODIFY CHROMATIN AT A SPECIFIC MOUSE GENE IN VIVO. WE FOUND THAT HISTONE METHYLATION OR ACETYLATION AT THE FOSB LOCUS IN NUCLEUS ACCUMBENS, A BRAIN REWARD REGION, WAS SUFFICIENT TO CONTROL DRUG- AND STRESS-EVOKED TRANSCRIPTIONAL AND BEHAVIORAL RESPONSES VIA INTERACTIONS WITH THE ENDOGENOUS TRANSCRIPTIONAL MACHINERY. THIS APPROACH ALLOWED US TO RELATE THE EPIGENETIC LANDSCAPE AT A GIVEN GENE DIRECTLY TO REGULATION OF ITS EXPRESSION AND TO ITS SUBSEQUENT EFFECTS ON REWARD BEHAVIOR. 2014 10 2914 55 GENE REGULATORY NETWORK UNDERLYING THE IMMORTALIZATION OF EPITHELIAL CELLS. BACKGROUND: TUMORIGENIC TRANSFORMATION OF HUMAN EPITHELIAL CELLS IN VITRO HAS BEEN DESCRIBED EXPERIMENTALLY AS THE POTENTIAL RESULT OF SPONTANEOUS IMMORTALIZATION. THIS PROCESS IS CHARACTERIZED BY A SERIES OF CELL-STATE TRANSITIONS, IN WHICH NORMAL EPITHELIAL CELLS ACQUIRE FIRST A SENESCENT STATE WHICH IS LATER SURPASSED TO ATTAIN A MESENCHYMAL STEM-LIKE PHENOTYPE WITH A POTENTIALLY TUMORIGENIC BEHAVIOR. IN THIS PAPER WE AIM TO PROVIDE A SYSTEM-LEVEL MECHANISTIC EXPLANATION TO THE EMERGENCE OF THESE CELL TYPES, AND TO THE TIME-ORDERED TRANSITION PATTERNS THAT ARE COMMON TO NEOPLASIAS OF EPITHELIAL ORIGIN. TO THIS END, WE FIRST INTEGRATE PUBLISHED FUNCTIONAL AND WELL-CURATED MOLECULAR DATA OF THE COMPONENTS AND INTERACTIONS THAT HAVE BEEN FOUND TO BE INVOLVED IN SUCH CELL STATES AND TRANSITIONS INTO A NETWORK OF 41 MOLECULAR COMPONENTS. WE THEN REDUCE THIS INITIAL NETWORK BY REMOVING SIMPLE MEDIATORS (I.E., LINEAR PATHWAYS), AND FORMALIZE THE RESULTING REGULATORY CORE INTO LOGICAL RULES THAT GOVERN THE DYNAMICS OF EACH OF THE NETWORK COMPONENTS AS A FUNCTION OF THE STATES OF ITS REGULATORS. RESULTS: COMPUTATIONAL DYNAMIC ANALYSIS SHOWS THAT OUR PROPOSED GENE REGULATORY NETWORK MODEL RECOVERS EXACTLY THREE ATTRACTORS, EACH OF THEM DEFINED BY A SPECIFIC GENE EXPRESSION PROFILE THAT CORRESPONDS TO THE EPITHELIAL, SENESCENT, AND MESENCHYMAL STEM-LIKE CELLULAR PHENOTYPES, RESPECTIVELY. WE SHOW THAT ALTHOUGH A MESENCHYMAL STEM-LIKE STATE CAN BE ATTAINED EVEN UNDER UNPERTURBED PHYSIOLOGICAL CONDITIONS, THE LIKELIHOOD OF CONVERGING TO THIS STATE IS INCREASED WHEN PRO-INFLAMMATORY CONDITIONS ARE SIMULATED, PROVIDING A SYSTEMS-LEVEL MECHANISTIC EXPLANATION FOR THE CARCINOGENIC ROLE OF CHRONIC INFLAMMATORY CONDITIONS OBSERVED IN THE CLINIC. WE ALSO FOUND THAT THE REGULATORY CORE YIELDS AN EPIGENETIC LANDSCAPE THAT RESTRICTS TEMPORAL PATTERNS OF PROGRESSION BETWEEN THE STEADY STATES, SUCH THAT RECOVERED PATTERNS RESEMBLE THE TIME-ORDERED TRANSITIONS OBSERVED DURING THE SPONTANEOUS IMMORTALIZATION OF EPITHELIAL CELLS, BOTH IN VIVO AND IN VITRO. CONCLUSION: OUR STUDY STRONGLY SUGGESTS THAT THE IN VITRO TUMORIGENIC TRANSFORMATION OF EPITHELIAL CELLS, WHICH STRONGLY CORRELATES WITH THE PATTERNS OBSERVED DURING THE PATHOLOGICAL PROGRESSION OF EPITHELIAL CARCINOGENESIS IN VIVO, EMERGES FROM UNDERLYING REGULATORY NETWORKS INVOLVED IN EPITHELIAL TRANS-DIFFERENTIATION DURING DEVELOPMENT. 2017 11 3768 25 INTEGRATIVE EPIGENOMICS IN CHRONIC LYMPHOCYTIC LEUKAEMIA: BIOLOGICAL INSIGHTS AND CLINICAL APPLICATIONS. CHRONIC LYMPHOCYTIC LEUKAEMIA (CLL) IS NOT ONLY CHARACTERISED BY DRIVER GENETIC ALTERATIONS BUT BY EXTENSIVE EPIGENETIC CHANGES. OVER THE LAST DECADE, EPIGENOMIC STUDIES HAVE DESCRIBED THE DNA METHYLOME, CHROMATIN ACCESSIBILITY, HISTONE MODIFICATIONS AND THE THREE-DIMENSIONAL (3D) GENOME ARCHITECTURE OF CLL. BEYOND ITS REGULATORY ROLE, THE DNA METHYLOME CONTAINS IMPRINTS OF THE CELLULAR ORIGIN AND PROLIFERATIVE HISTORY OF CLL CELLS. THESE TWO ASPECTS ARE STRONG INDEPENDENT PROGNOSTIC FACTORS. INTEGRATIVE ANALYSES OF CHROMATIN MARKS HAVE UNCOVERED NOVEL REGULATORY ELEMENTS AND ALTERED TRANSCRIPTION FACTOR NETWORKS AS NON-GENETIC MEANS MEDIATING GENE DEREGULATION IN CLL. ADDITIONALLY, CLL CELLS DISPLAY A DISEASE-SPECIFIC PATTERN OF 3D GENOME INTERACTIONS. FROM THE TECHNOLOGICAL PERSPECTIVE, WE ARE CURRENTLY WITNESSING A TRANSITION FROM BULK OMICS TO SINGLE-CELL ANALYSES. THIS REVIEW AIMS AT SUMMARISING THE MAJOR FINDINGS FROM THE EPIGENOMICS FIELD AS WELL AS PROVIDING A PROSPECT OF THE PRESENT AND FUTURE OF SINGLE-CELL ANALYSES IN CLL. 2023 12 6014 23 THE ARCHITECTURAL DESIGN OF CD8+ T CELL RESPONSES IN ACUTE AND CHRONIC INFECTION: PARALLEL STRUCTURES WITH DIVERGENT FATES. IN RESPONSE TO INFECTION, T CELLS ADOPT A RANGE OF DIFFERENTIATION STATES, CREATING NUMEROUS HETEROGENEOUS SUBSETS THAT EXHIBIT DIFFERENT PHENOTYPES, FUNCTIONS, AND MIGRATION PATTERNS. THIS T CELL HETEROGENEITY IS A UNIVERSAL FEATURE OF T CELL IMMUNITY, NEEDED TO EFFECTIVELY CONTROL PATHOGENS IN A CONTEXT-DEPENDENT MANNER AND GENERATE LONG-LIVED IMMUNITY TO THOSE PATHOGENS. HERE, WE REVIEW NEW INSIGHTS INTO DIFFERENTIATION STATE DYNAMICS AND POPULATION HETEROGENEITY OF CD8+ T CELLS IN ACUTE AND CHRONIC VIRAL INFECTIONS AND CANCER AND HIGHLIGHT THE PARALLELS AND DISTINCTIONS BETWEEN ACUTE AND CHRONIC ANTIGEN STIMULATION SETTINGS. WE FOCUS ON TRANSCRIPTIONAL AND EPIGENETIC NETWORKS THAT MODULATE THE PLASTICITY AND TERMINAL DIFFERENTIATION OF ANTIGEN-SPECIFIC CD8+ T CELLS AND GENERATE FUNCTIONALLY DIVERSE T CELL SUBSETS WITH DIFFERENT ROLES TO COMBAT INFECTION AND CANCER. 2021 13 485 33 ARTIFICIAL AIRWAYS FOR THE STUDY OF RESPIRATORY DISEASE. THIS REVIEW WILL FOCUS ON HUMAN CELL-BASED EXPERIMENTAL MODELS TO STUDY RESPIRATORY DISEASES, IN PARTICULAR MODELS OF THE LARGE AIRWAYS RELEVANT TO ASTHMA AND CHRONIC OBSTRUCTIVE PULMONARY DISEASE. SUCH MODELS HAVE THE ADVANTAGE OF INCORPORATING CELLS THAT CAN BE DERIVED FROM DISEASE-RELEVANT TISSUE AND SO HAVE RETAINED IMPORTANT GENETIC AND EPIGENETIC FEATURES THAT CONTRIBUTE TO THE HUMAN DISEASE. THESE MODELS CAN BE USED FOR MECHANISTIC STUDIES, TARGET IDENTIFICATION AND VALIDATION AND TOXICOLOGICAL TESTING. WHILE MANY MODELS HAVE BEEN DEVELOPED TO VARYING DEGREES OF SOPHISTICATION, THE CHALLENGE REMAINS TO DEVELOP AN INTEGRATED SYSTEM THAT RECAPITULATES THE COMPLEX CELL-CELL AND CELL-MATRIX INTERACTIONS THAT OCCUR IN VIVO AND TO PROVIDE THESE WITH A 'CIRCULATION' TO STUDY THE DYNAMICS OF IMMUNE AND INFLAMMATORY CELL INFLUX AND EFFLUX. 2011 14 6414 38 THE STRESSED SYNAPSE 2.0: PATHOPHYSIOLOGICAL MECHANISMS IN STRESS-RELATED NEUROPSYCHIATRIC DISORDERS. STRESS IS A PRIMARY RISK FACTOR FOR SEVERAL NEUROPSYCHIATRIC DISORDERS. EVIDENCE FROM PRECLINICAL MODELS AND CLINICAL STUDIES OF DEPRESSION HAVE REVEALED AN ARRAY OF STRUCTURAL AND FUNCTIONAL MALADAPTIVE CHANGES, WHEREBY ADVERSE ENVIRONMENTAL FACTORS SHAPE THE BRAIN. THESE CHANGES, OBSERVED FROM THE MOLECULAR AND TRANSCRIPTIONAL LEVELS THROUGH TO LARGE-SCALE BRAIN NETWORKS, TO THE BEHAVIOURS REVEAL A COMPLEX MATRIX OF INTERRELATED PATHOPHYSIOLOGICAL PROCESSES THAT DIFFER BETWEEN SEXES, PROVIDING INSIGHT INTO THE POTENTIAL UNDERPINNINGS OF THE SEX BIAS OF NEUROPSYCHIATRIC DISORDERS. ALTHOUGH MANY PRECLINICAL STUDIES USE CHRONIC STRESS PROTOCOLS, LONG-TERM CHANGES ARE ALSO INDUCED BY ACUTE EXPOSURE TO TRAUMATIC STRESS, OPENING A PATH TO IDENTIFY DETERMINANTS OF RESILIENT VERSUS SUSCEPTIBLE RESPONSES TO BOTH ACUTE AND CHRONIC STRESS. EPIGENETIC REGULATION OF GENE EXPRESSION HAS EMERGED AS A KEY PLAYER UNDERLYING THE PERSISTENT IMPACT OF STRESS ON THE BRAIN. INDEED, HISTONE MODIFICATION, DNA METHYLATION AND MICRORNAS ARE CLOSELY INVOLVED IN MANY ASPECTS OF THE STRESS RESPONSE AND REVEAL THE GLUTAMATE SYSTEM AS A KEY PLAYER. THE SUCCESS OF KETAMINE HAS STIMULATED A WHOLE LINE OF RESEARCH AND DEVELOPMENT ON DRUGS DIRECTLY OR INDIRECTLY TARGETING GLUTAMATE FUNCTION. HOWEVER, THE CHALLENGE OF TRANSLATING THE EMERGING UNDERSTANDING OF STRESS PATHOPHYSIOLOGY INTO EFFECTIVE CLINICAL TREATMENTS REMAINS A MAJOR CHALLENGE. 2022 15 788 27 CELLULAR ALLOSTATIC LOAD IS LINKED TO INCREASED ENERGY EXPENDITURE AND ACCELERATED BIOLOGICAL AGING. STRESS TRIGGERS ANTICIPATORY PHYSIOLOGICAL RESPONSES THAT PROMOTE SURVIVAL, A PHENOMENON TERMED ALLOSTASIS. HOWEVER, THE CHRONIC ACTIVATION OF ENERGY-DEPENDENT ALLOSTATIC RESPONSES RESULTS IN ALLOSTATIC LOAD, A DYSREGULATED STATE THAT PREDICTS FUNCTIONAL DECLINE, ACCELERATES AGING, AND INCREASES MORTALITY IN HUMANS. THE ENERGETIC COST AND CELLULAR BASIS FOR THE DAMAGING EFFECTS OF ALLOSTATIC LOAD HAVE NOT BEEN DEFINED. HERE, BY LONGITUDINALLY PROFILING THREE UNRELATED PRIMARY HUMAN FIBROBLAST LINES ACROSS THEIR LIFESPAN, WE FIND THAT CHRONIC GLUCOCORTICOID EXPOSURE INCREASES CELLULAR ENERGY EXPENDITURE BY APPROXIMATELY 60%, ALONG WITH A METABOLIC SHIFT FROM GLYCOLYSIS TO MITOCHONDRIAL OXIDATIVE PHOSPHORYLATION (OXPHOS). THIS STATE OF STRESS-INDUCED HYPERMETABOLISM IS LINKED TO MTDNA INSTABILITY, NON-LINEARLY AFFECTS AGE-RELATED CYTOKINES SECRETION, AND ACCELERATES CELLULAR AGING BASED ON DNA METHYLATION CLOCKS, TELOMERE SHORTENING RATE, AND REDUCED LIFESPAN. PHARMACOLOGICALLY NORMALIZING OXPHOS ACTIVITY WHILE FURTHER INCREASING ENERGY EXPENDITURE EXACERBATES THE ACCELERATED AGING PHENOTYPE, POINTING TO TOTAL ENERGY EXPENDITURE AS A POTENTIAL DRIVER OF AGING DYNAMICS. TOGETHER, OUR FINDINGS DEFINE BIOENERGETIC AND MULTI-OMIC RECALIBRATIONS OF STRESS ADAPTATION, UNDERSCORING INCREASED ENERGY EXPENDITURE AND ACCELERATED CELLULAR AGING AS INTERRELATED FEATURES OF CELLULAR ALLOSTATIC LOAD. 2023 16 6268 28 THE NEUROEPIGENOME: IMPLICATIONS OF CHEMICAL AND PHYSICAL MODIFICATIONS OF GENOMIC DNA IN SCHIZOPHRENIA. SCHIZOPHRENIA IS A CHRONIC MENTAL ILLNESS WITH A SUBSTANTIAL GENETIC COMPONENT. TO UNFOLD THE COMPLEX ETIOLOGY OF SCHIZOPHRENIA, IT IS IMPORTANT TO UNDERSTAND THE INTERPLAY BETWEEN GENETIC AND NONGENETIC FACTORS. GENETIC FACTORS INVOLVE VARIATION IN THE DNA SEQUENCES OF PROTEIN-CODING GENES, WHICH DIRECTLY CONTRIBUTE TO PHENOTYPIC TRAITS, AND VARIATION IN NONCODING SEQUENCES, WHICH COMPRISE 98% OF THE GENOME AND CONTAIN DNA ELEMENTS KNOWN TO PLAY A ROLE IN REGULATING GENE EXPRESSION. THE EPIGENOME REFERS TO THE CHEMICAL MODIFICATIONS ON BOTH DNA AND THE STRUCTURAL PROTEINS THAT PACKAGE DNA INTO THE NUCLEUS, WHICH TOGETHER REGULATE GENE EXPRESSION IN SPECIFIC CELL TYPES, CONDITIONS, AND DEVELOPMENTAL STAGES. THE DYNAMIC NATURE OF THE EPIGENOME MAKES IT AN IDEAL TOOL TO INVESTIGATE THE RELATIONSHIP BETWEEN INHERITED GENETIC MUTATIONS ASSOCIATED WITH SCHIZOPHRENIA AND ALTERED GENE REGULATION THROUGHOUT THE COURSE OF BRAIN DEVELOPMENT. IN THIS REVIEW, WE FOCUS ON THE CURRENT UNDERSTANDING OF THE ROLE OF EPIGENETIC MARKS AND THEIR THREE-DIMENSIONAL NUCLEAR ORGANIZATION IN THE DEVELOPMENTAL TRAJECTORY OF DISTINCT BRAIN CELL TYPES TO DECIPHER THE COMPLEX GENE REGULATORY MECHANISMS THAT ARE DISRUPTED IN SCHIZOPHRENIA. 2022 17 4337 27 MICROTUBULES AS MAJOR REGULATORS OF ENDOTHELIAL FUNCTION: IMPLICATION FOR LUNG INJURY. ENDOTHELIAL DYSFUNCTION HAS BEEN ATTRIBUTED AS ONE OF THE MAJOR COMPLICATIONS IN COVID-19 PATIENTS, A GLOBAL PANDEMIC THAT HAS ALREADY CAUSED OVER 4 MILLION DEATHS WORLDWIDE. THE DYSFUNCTION OF ENDOTHELIAL BARRIER IS CHARACTERIZED BY AN INCREASE IN ENDOTHELIAL PERMEABILITY AND INFLAMMATORY RESPONSES, AND HAS EVEN BROADER IMPLICATIONS IN THE PATHOGENESIS OF ACUTE RESPIRATORY SYNDROMES SUCH AS ARDS, SEPSIS AND CHRONIC ILLNESSES REPRESENTED BY PULMONARY ARTERIAL HYPERTENSION AND INTERSTITIAL LUNG DISEASE. THE STRUCTURAL INTEGRITY OF ENDOTHELIAL BARRIER IS MAINTAINED BY CYTOSKELETON ELEMENTS, CELL-SUBSTRATE FOCAL ADHESION AND ADHESIVE CELL JUNCTIONS. AGONIST-MEDIATED CHANGES IN ENDOTHELIAL PERMEABILITY ARE DIRECTLY ASSOCIATED WITH REORGANIZATION OF ACTOMYOSIN CYTOSKELETON LEADING TO CELL CONTRACTION AND OPENING OF INTERCELLULAR GAPS OR ENHANCEMENT OF CORTICAL ACTIN CYTOSKELETON ASSOCIATED WITH STRENGTHENING OF ENDOTHELIAL BARRIER. THE ROLE OF ACTIN CYTOSKELETON REMODELING IN ENDOTHELIAL BARRIER REGULATION HAS TAKEN THE CENTRAL STAGE, BUT THE IMPACT OF MICROTUBULES IN THIS PROCESS REMAINS LESS EXPLORED AND UNDER-APPRECIATED. THIS REVIEW WILL SUMMARIZE THE CURRENT KNOWLEDGE ON THE CROSSTALK BETWEEN MICROTUBULES DYNAMICS AND ACTIN CYTOSKELETON REMODELING, DESCRIBE THE SIGNALING MECHANISMS MEDIATING THIS CROSSTALK, DISCUSS EPIGENETIC REGULATION OF MICROTUBULES STABILITY AND ITS NEXUS WITH ENDOTHELIAL BARRIER MAINTENANCE, AND OVERVIEW A ROLE OF MICROTUBULES IN TARGETED DELIVERY OF SIGNALING MOLECULES REGULATING ENDOTHELIAL PERMEABILITY AND INFLAMMATION. 2021 18 3375 30 HISTONE POSTTRANSLATIONAL MODIFICATIONS PREDICT SPECIFIC ALTERNATIVE EXON SUBTYPES IN MAMMALIAN BRAIN. A COMPELLING BODY OF LITERATURE, BASED ON NEXT GENERATION CHROMATIN IMMUNOPRECIPITATION AND RNA SEQUENCING OF REWARD BRAIN REGIONS INDICATES THAT THE REGULATION OF THE EPIGENETIC LANDSCAPE LIKELY UNDERLIES CHRONIC DRUG ABUSE AND ADDICTION. IT IS NOW CRITICAL TO DEVELOP HIGHLY INNOVATIVE COMPUTATIONAL STRATEGIES TO REVEAL THE RELEVANT REGULATORY TRANSCRIPTIONAL MECHANISMS THAT MAY UNDERLIE NEUROPSYCHIATRIC DISEASE. WE HAVE ANALYZED CHROMATIN REGULATION OF ALTERNATIVE SPLICING, WHICH IS IMPLICATED IN COCAINE EXPOSURE IN MICE. RECENT LITERATURE HAS DESCRIBED CHROMATIN-REGULATED ALTERNATIVE SPLICING, SUGGESTING A NOVEL FUNCTION FOR DRUG-INDUCED NEUROEPIGENETIC REMODELING. HOWEVER, THE EXTENT OF THE GENOME-WIDE ASSOCIATION BETWEEN PARTICULAR HISTONE MODIFICATIONS AND ALTERNATIVE SPLICING REMAINS UNEXPLORED. TO ADDRESS THIS, WE HAVE DEVELOPED NOVEL COMPUTATIONAL APPROACHES TO MODEL THE ASSOCIATION BETWEEN ALTERNATIVE SPLICING AND HISTONE POSTTRANSLATIONAL MODIFICATIONS IN THE NUCLEUS ACCUMBENS (NAC), A BRAIN REWARD REGION. USING CLASSICAL STATISTICAL METHODS AND MACHINE LEARNING TO COMBINE CHIP-SEQ AND RNA-SEQ DATA, WE FOUND THAT SPECIFIC HISTONE MODIFICATIONS ARE STRONGLY ASSOCIATED WITH VARIOUS ASPECTS OF DIFFERENTIAL SPLICING. H3K36ME3 AND H3K4ME1 HAVE THE STRONGEST ASSOCIATION WITH SPLICING INDICATING THEY PLAY A SIGNIFICANT ROLE IN ALTERNATIVE SPLICING IN BRAIN REWARD TISSUE. 2017 19 4340 25 MIGRATION OF STEM-LIKE CD8 T CELLS BETWEEN TISSUE MICROENVIRONMENTS UNDERPINS SUCCESSFUL ANTI-TUMOUR IMMUNE RESPONSES. THE CLINICAL SUCCESS OF IMMUNE CHECKPOINT BLOCKADE IN SOME PATIENTS HAS TRANSFORMED TREATMENT APPROACHES IN CANCER AND OFFERS THE HOPE OF DURABLE CURATIVE RESPONSES. BUILDING FROM STUDIES OF CHRONIC INFECTION, THE COMPOSITION OF TUMOUR INFILTRATING LYMPHOCYTES AND IN PARTICULAR, THE SPECTRUM OF EXHAUSTED CD8 T CELLS HAS NOW BEEN CHARACTERIZED IN DETAIL, PROFILING THE PHENOTYPE, FUNCTION, TRANSCRIPTIONAL REGULATION AND EVEN THE EPIGENETIC CHANGES. HOWEVER, WHAT REMAINS LESS CLEAR IS HOW INTRATUMOURAL IMMUNE CELLS INTERFACE WITH POPULATIONS IN THE PERIPHERY, BOTH IN TERMS OF SUSTAINING THE RESPONSE IN CANCER, BUT ALSO IN ESTABLISHING SYSTEMIC MEMORY RESPONSES THAT CAN PROVIDE LONG-TERM PROTECTION. HERE WE WILL SUCCINCTLY REVIEW THE CURRENT UNDERSTANDING OF THE ANTI-TUMOUR RESPONSE, CONSIDER THE TISSUE MICROENVIRONMENTS THAT SUPPORT KEY CELLULAR SUBSETS AND THE EXTENT TO WHICH CELLULAR MIGRATION BETWEEN THESE SITES IMPACTS THE RESPONSE. 2023 20 733 37 CANCER EPIGENETICS: LINKING BASIC BIOLOGY TO CLINICAL MEDICINE. CANCER EVOLUTION AT ALL STAGES IS DRIVEN BY BOTH EPIGENETIC ABNORMALITIES AS WELL AS GENETIC ALTERATIONS. DYSREGULATION OF EPIGENETIC CONTROL EVENTS MAY LEAD TO ABNORMAL PATTERNS OF DNA METHYLATION AND CHROMATIN CONFIGURATIONS, BOTH OF WHICH ARE CRITICAL CONTRIBUTORS TO THE PATHOGENESIS OF CANCER. THESE EPIGENETIC ABNORMALITIES ARE SET AND MAINTAINED BY MULTIPLE PROTEIN COMPLEXES AND THE INTERPLAY BETWEEN THEIR INDIVIDUAL COMPONENTS INCLUDING DNA METHYLATION MACHINERY, HISTONE MODIFIERS, PARTICULARLY, POLYCOMB (PCG) PROTEINS, AND CHROMATIN REMODELING PROTEINS. RECENT ADVANCES IN GENOME-WIDE TECHNOLOGY HAVE REVEALED THAT THE INVOLVEMENT OF THESE DYSREGULATED EPIGENETIC COMPONENTS APPEARS TO BE EXTENSIVE. MOREOVER, THERE IS A GROWING CONNECTION BETWEEN EPIGENETIC ABNORMALITIES IN CANCER AND CONCEPTS CONCERNING STEM-LIKE CELL SUBPOPULATIONS AS A DRIVING FORCE FOR CANCER. EMERGING DATA SUGGEST THAT ASPECTS OF THE EPIGENETIC LANDSCAPE INHERENT TO NORMAL EMBRYONIC AND ADULT STEM/PROGENITOR CELLS MAY HELP FOSTER, UNDER THE STRESS OF CHRONIC INFLAMMATION OR ACCUMULATING REACTIVE OXYGEN SPECIES, EVOLUTION OF MALIGNANT SUBPOPULATIONS. FINALLY, UNDERSTANDING MOLECULAR MECHANISMS INVOLVED IN INITIATION AND MAINTENANCE OF EPIGENETIC ABNORMALITIES IN ALL TYPES OF CANCER HAS GREAT POTENTIAL FOR TRANSLATIONAL PURPOSES. THIS IS ALREADY EVIDENT FOR EPIGENETIC BIOMARKER DEVELOPMENT, AND FOR PHARMACOLOGICAL TARGETING AIMED AT REVERSING CANCER-SPECIFIC EPIGENETIC ALTERATIONS. 2011