1 2985 140 GENETIC DIVERSITY FOR NITROGEN USE EFFICIENCY IN ARABIDOPSIS THALIANA. THE PLASTICITY OF PLANT GROWTH RESPONSE TO DIFFERING NITRATE AVAILABILITY RENDERS THE IDENTIFICATION OF BIOMARKERS DIFFICULT, BUT ALLOWS ACCESS TO GENETIC FACTORS AS TOOLS TO MODULATE ROOT SYSTEMS TO A WIDE RANGE OF SOIL CONDITIONS. NITROGEN AVAILABILITY IS A MAJOR DETERMINANT OF CROP YIELD. WHILE THE APPLICATION OF FERTILISER SUBSTANTIALLY INCREASES THE YIELD ON POOR SOILS, IT ALSO CAUSES NITRATE POLLUTION OF WATER RESOURCES AND HIGH COSTS FOR FARMERS. INCREASING NITROGEN USE EFFICIENCY IN CROP PLANTS IS A NECESSARY STEP TO IMPLEMENT LOW-INPUT AGRICULTURAL SYSTEMS. WE EXPLOITED THE GENETIC DIVERSITY PRESENT IN THE WORLDWIDE ARABIDOPSIS THALIANA POPULATION TO STUDY ADAPTIVE GROWTH PATTERNS AND CHANGES IN GENE EXPRESSION ASSOCIATED WITH CHRONIC LOW NITRATE STRESS, TO IDENTIFY BIOMARKERS ASSOCIATED WITH GOOD PLANT PERFORMANCE UNDER LOW NITRATE AVAILABILITY. ARABIDOPSIS ACCESSIONS WERE GROWN ON AGAR PLATES WITH LIMITED AND SUFFICIENT SUPPLY OF NITRATE TO MEASURE ROOT SYSTEM ARCHITECTURE AS WELL AS SHOOT AND ROOT FRESH WEIGHT. DIFFERENTIAL GENE EXPRESSION WAS DETERMINED USING AFFYMETRIX ATH1 ARRAYS. WE SHOW THAT THE RESPONSE TO DIFFERING NITRATE AVAILABILITY IS HIGHLY VARIABLE IN ARABIDOPSIS ACCESSIONS. ANALYSES OF VEGETATIVE SHOOT GROWTH AND ROOT SYSTEM ARCHITECTURE IDENTIFIED ACCESSION-SPECIFIC REACTION MODES TO COPE WITH LIMITED NITRATE AVAILABILITY. TRANSCRIPTION AND EPIGENETIC FACTORS WERE IDENTIFIED AS IMPORTANT PLAYERS IN THE ADAPTION TO LIMITED NITROGEN IN A GLOBAL GENE EXPRESSION ANALYSIS. FIVE NITRATE-RESPONSIVE GENES EMERGED AS POSSIBLE BIOMARKERS FOR NUE IN ARABIDOPSIS. THE PLASTICITY OF PLANT GROWTH IN RESPONSE TO DIFFERING NITRATE AVAILABILITY IN THE SUBSTRATE RENDERS THE IDENTIFICATION OF MORPHOLOGICAL AND MOLECULAR FEATURES AS BIOMARKERS DIFFICULT, BUT AT THE SAME TIME ALLOWS ACCESS TO A MULTITUDE OF GENETIC FACTORS WHICH CAN BE USED AS TOOLS TO MODULATE AND ADJUST ROOT SYSTEMS TO A WIDE RANGE OF SOIL CONDITIONS. 2019 2 3487 36 IDENTIFICATION OF DIFFERENTIALLY METHYLATED SITES WITH WEAK METHYLATION EFFECTS. DEOXYRIBONUCLEIC ACID (DNA) METHYLATION IS AN EPIGENETIC ALTERATION CRUCIAL FOR REGULATING STRESS RESPONSES. IDENTIFYING LARGE-SCALE DNA METHYLATION AT SINGLE NUCLEOTIDE RESOLUTION IS MADE POSSIBLE BY WHOLE GENOME BISULFITE SEQUENCING. AN ESSENTIAL TASK FOLLOWING THE GENERATION OF BISULFITE SEQUENCING DATA IS TO DETECT DIFFERENTIALLY METHYLATED CYTOSINES (DMCS) AMONG TREATMENTS. MOST STATISTICAL METHODS FOR DMC DETECTION DO NOT CONSIDER THE DEPENDENCY OF METHYLATION PATTERNS ACROSS THE GENOME, THUS POSSIBLY INFLATING TYPE I ERROR. FURTHERMORE, SMALL SAMPLE SIZES AND WEAK METHYLATION EFFECTS AMONG DIFFERENT PHENOTYPE CATEGORIES MAKE IT DIFFICULT FOR THESE STATISTICAL METHODS TO ACCURATELY DETECT DMCS. TO ADDRESS THESE ISSUES, THE WAVELET-BASED FUNCTIONAL MIXED MODEL (WFMM) WAS INTRODUCED TO DETECT DMCS. TO FURTHER EXAMINE THE PERFORMANCE OF WFMM IN DETECTING WEAK DIFFERENTIAL METHYLATION EVENTS, WE USED BOTH SIMULATED AND EMPIRICAL DATA AND COMPARE WFMM PERFORMANCE TO A POPULAR DMC DETECTION TOOL METHYLKIT. ANALYSES OF SIMULATED DATA THAT REPLICATED THE EFFECTS OF THE HERBICIDE GLYPHOSATE ON DNA METHYLATION IN ARABIDOPSIS THALIANA SHOW THAT WFMM RESULTS IN HIGHER SENSITIVITY AND SPECIFICITY IN DETECTING DMCS COMPARED TO METHYLKIT, ESPECIALLY WHEN THE METHYLATION DIFFERENCES AMONG PHENOTYPE GROUPS ARE SMALL. MOREOVER, THE PERFORMANCE OF WFMM IS ROBUST WITH RESPECT TO SMALL SAMPLE SIZES, MAKING IT PARTICULARLY ATTRACTIVE CONSIDERING THE CURRENT HIGH COSTS OF BISULFITE SEQUENCING. ANALYSIS OF EMPIRICAL ARABIDOPSIS THALIANA DATA UNDER VARYING GLYPHOSATE DOSAGES, AND THE ANALYSIS OF MONOZYGOTIC (MZ) TWINS WHO HAVE DIFFERENT PAIN SENSITIVITIES-BOTH DATASETS HAVE WEAK METHYLATION EFFECTS OF <1%-SHOW THAT WFMM CAN IDENTIFY MORE RELEVANT DMCS RELATED TO THE PHENOTYPE OF INTEREST THAN METHYLKIT. DIFFERENTIALLY METHYLATED REGIONS (DMRS) ARE GENOMIC REGIONS WITH DIFFERENT DNA METHYLATION STATUS ACROSS BIOLOGICAL SAMPLES. DMRS AND DMCS ARE ESSENTIALLY THE SAME CONCEPTS, WITH THE ONLY DIFFERENCE BEING HOW METHYLATION INFORMATION ACROSS THE GENOME IS SUMMARIZED. IF METHYLATION LEVELS ARE DETERMINED BY GROUPING NEIGHBORING CYTOSINE SITES, THEN THEY ARE DMRS; IF METHYLATION LEVELS ARE CALCULATED BASED ON SINGLE CYTOSINES, THEY ARE DMCS. 2018 3 840 31 CHEMOENZYMATIC LABELING OF DNA METHYLATION PATTERNS FOR SINGLE-MOLECULE EPIGENETIC MAPPING. DNA METHYLATION, SPECIFICALLY, METHYLATION OF CYTOSINE (C) NUCLEOTIDES AT THE 5-CARBON POSITION (5-MC), IS THE MOST STUDIED AND SIGNIFICANT EPIGENETIC MODIFICATION. HERE WE DEVELOPED A CHEMOENZYMATIC PROCEDURE TO FLUORESCENTLY LABEL NON-METHYLATED CYTOSINES IN CPG CONTEXT, ALLOWING EPIGENETIC PROFILING OF SINGLE DNA MOLECULES SPANNING HUNDREDS OF THOUSANDS OF BASE PAIRS. WE USED A CPG METHYLTRANSFERASE WITH A SYNTHETIC S-ADENOSYL-L-METHIONINE COFACTOR ANALOG TO TRANSFER AN AZIDE TO CYTOSINES INSTEAD OF THE NATURAL METHYL GROUP. A FLUOROPHORE WAS THEN CLICKED ONTO THE DNA, REPORTING ON THE AMOUNT AND POSITION OF NON-METHYLATED CPGS. WE FOUND THAT LABELING EFFICIENCY WAS INCREASED UP TO 2-FOLD BY THE ADDITION OF A NUCLEOSIDASE, PRESUMABLY BY DEGRADING THE INACTIVE BY-PRODUCT OF THE COFACTOR AFTER LABELING, PREVENTING ITS INHIBITORY EFFECT. WE USED THE METHOD TO DETERMINE THE DECLINE IN GLOBAL DNA METHYLATION IN A CHRONIC LYMPHOCYTIC LEUKEMIA PATIENT AND THEN PERFORMED WHOLE-GENOME METHYLATION MAPPING OF THE MODEL PLANT ARABIDOPSIS THALIANA. OUR GENOME MAPS SHOW HIGH CONCORDANCE WITH PUBLISHED BISULFITE SEQUENCING METHYLATION MAPS. ALTHOUGH MAPPING RESOLUTION IS LIMITED BY OPTICAL DETECTION TO 500-1000 BP, THE LABELED DNA MOLECULES PRODUCED BY THIS APPROACH ARE HUNDREDS OF THOUSANDS OF BASE PAIRS LONG, ALLOWING ACCESS TO LONG REPETITIVE AND STRUCTURALLY VARIABLE GENOMIC REGIONS. 2022 4 5330 33 PUTATIVE EPIGENETIC BIOMARKERS OF STRESS IN RED BLOOD CELLS OF CHICKENS REARED ACROSS DIFFERENT BIOMES. PRODUCTION ANIMALS ARE CONSTANTLY SUBJECTED TO EARLY ADVERSE ENVIRONMENTAL CONDITIONS THAT INFLUENCE THE ADULT PHENOTYPE AND PRODUCE EPIGENETIC EFFECTS. CPG DINUCLEOTIDE METHYLATION IN RED BLOOD CELLS (RBC) COULD BE A USEFUL EPIGENETIC BIOMARKER TO IDENTIFY ANIMALS SUBJECTED TO CHRONIC STRESS IN THE PRODUCTION ENVIRONMENT. HERE WE COMPARED A REDUCED FRACTION OF THE RBC METHYLOME OF CHICKENS EXPOSED TO SOCIAL ISOLATION TO NON-EXPOSED. THESE EXPERIMENTS WERE PERFORMED IN TWO DIFFERENT LOCATIONS: BRAZIL AND SWEDEN. THE AIM WAS TO IDENTIFY STRESS-ASSOCIATED DNA METHYLATION PROFILES IN RBC ACROSS THESE POPULATIONS, IN SPITE OF THE VARIABLE CONDITIONS TO WHICH BIRDS ARE EXPOSED IN EACH FACILITY AND THEIR DIFFERENT LINEAGES. BIRDS WERE INCREASINGLY EXPOSED TO A SOCIAL ISOLATION TREATMENT, COMBINED WITH FOOD AND WATER DEPRIVATION, AT RANDOM PERIODS OF THE DAY FROM WEEKS 1-4 AFTER HATCHING. WE THEN COLLECTED THE RBC DNA FROM INDIVIDUALS AND COMPARED A REDUCED FRACTION OF THEIR METHYLOME BETWEEN THE EXPERIMENTAL GROUPS USING TWO BIOINFORMATIC APPROACHES TO IDENTIFY DIFFERENTIALLY METHYLATED REGIONS (DMRS): ONE USING FIXED-SIZE WINDOWS AND ANOTHER THAT PRESELECTED DIFFERENTIAL PEAKS WITH MACS2. THREE LEVELS OF SIGNIFICANCE WERE USED (P 50%) OF SPECIFIC TRANSCRIPTION FACTOR BINDING SITES. THREE OVERLAPPING DMRS WERE FOUND BETWEEN THE BR AND SW POPULATION USING THE MOST RELAXED P-VALUE (P 30% WERE OBSERVED ONLY AT 227 OF 28,331 (0.8%) OF AUTOSOMAL CPG SITES. SIMILARLY, > 30% DIFFERENCES WERE OBSERVED AT ONLY 59 SITES WHEN WE COMPARING THE CORD AND ADULT BLOOD. THESE CONSERVED METHYLATION PATTERNS CONTRASTED WITH EXTENSIVE CHANGES AFFECTING 18-40% OF CPG SITES IN A PATIENT WITH ACUTE MYELOID LEUKEMIA AND IN TWO LEUKEMIA CELL LINES. THE METHOD IS COST EFFECTIVE, QUANTITATIVE (R ( 2) = 0.93 WHEN COMPARED WITH BISULFITE PYROSEQUENCING) AND REPRODUCIBLE (R ( 2) = 0.997). USING 100-FOLD COVERAGE, DREAM CAN DETECT DIFFERENCES IN METHYLATION GREATER THAN 10% OR 30% WITH A FALSE POSITIVE RATE BELOW 0.05 OR 0.001, RESPECTIVELY. DREAM CAN BE USEFUL IN QUANTIFYING EPIGENETIC EFFECTS OF ENVIRONMENT AND NUTRITION, CORRELATING DEVELOPMENTAL EPIGENETIC VARIATION WITH PHENOTYPES, UNDERSTANDING EPIGENETICS OF CANCER AND CHRONIC DISEASES, MEASURING THE EFFECTS OF DRUGS ON DNA METHYLATION OR DERIVING NEW BIOLOGICAL INSIGHTS INTO MAMMALIAN GENOMES. 2012 20 404 36 ANALYSIS OF EPIGENETIC AGE PREDICTORS IN PAIN-RELATED CONDITIONS. CHRONIC PAIN PREVALENCE IS HIGH WORLDWIDE AND INCREASES AT OLDER AGES. SIGNS OF PREMATURE AGING HAVE BEEN ASSOCIATED WITH CHRONIC PAIN, BUT FEW STUDIES HAVE INVESTIGATED AGING BIOMARKERS IN PAIN-RELATED CONDITIONS. A SET OF DNA METHYLATION (DNAM)-BASED ESTIMATES OF AGE, CALLED "EPIGENETIC CLOCKS," HAS BEEN PROPOSED AS BIOLOGICAL MEASURES OF AGE-RELATED ADVERSE PROCESSES, MORBIDITY, AND MORTALITY. THE AIM OF THIS STUDY IS TO ASSESS IF DIFFERENT PAIN-RELATED PHENOTYPES SHOW ALTERATIONS IN DNAM AGE. IN OUR ANALYSIS, WE CONSIDERED THREE COHORTS FOR WHICH WHOLE-BLOOD DNAM DATA WERE AVAILABLE: HEAT PAIN SENSITIVITY (HPS), INCLUDING 20 MONOZYGOTIC TWIN PAIRS DISCORDANT FOR HEAT PAIN TEMPERATURE THRESHOLD; FIBROMYALGIA (FM), INCLUDING 24 CASES AND 20 CONTROLS; AND HEADACHE, INCLUDING 22 CHRONIC MIGRAINE AND MEDICATION OVERUSE HEADACHE PATIENTS (MOH), 18 EPISODIC MIGRAINEURS (EM), AND 13 HEALTHY SUBJECTS. WE USED THE HORVATH'S EPIGENETIC AGE CALCULATOR TO OBTAIN DNAM-BASED ESTIMATES OF EPIGENETIC AGE, TELOMERE LENGTH, LEVELS OF 7 PROTEINS IN PLASMA, NUMBER OF SMOKED PACKS OF CIGARETTES PER YEAR, AND BLOOD CELL COUNTS. WE DID NOT FIND DIFFERENCES IN EPIGENETIC AGE ACCELERATION, CALCULATED USING FIVE DIFFERENT EPIGENETIC CLOCKS, BETWEEN SUBJECTS DISCORDANT FOR PAIN-RELATED PHENOTYPES. TWINS WITH HIGH HPS HAD INCREASED CD8+ T CELL COUNTS (NOMINAL P = 0.028). HPS THRESHOLDS WERE NEGATIVELY ASSOCIATED WITH ESTIMATED LEVELS OF GDF15 (NOMINAL P = 0.008). FM PATIENTS SHOWED DECREASED NAIVE CD4+ T CELL COUNTS COMPARED WITH CONTROLS (NOMINAL P = 0.015). THE SEVERITY OF FM MANIFESTATIONS EXPRESSED THROUGH VARIOUS EVALUATION TESTS WAS ASSOCIATED WITH DECREASED LEVELS OF LEPTIN, SHORTER LENGTH OF TELOMERES, AND REDUCED CD8+ T AND NATURAL KILLER CELL COUNTS (NOMINAL P < 0.05), WHILE THE DURATION OF PAINFUL SYMPTOMS WAS POSITIVELY ASSOCIATED WITH TELOMERE LENGTH (NOMINAL P = 0.034). NO DIFFERENCES IN DNAM-BASED ESTIMATES WERE DETECTED FOR MOH OR EM COMPARED WITH CONTROLS. IN SUMMARY, OUR STUDY SUGGESTS THAT HPS, FM, AND MOH/EM DO NOT SHOW SIGNS OF EPIGENETIC AGE ACCELERATION IN WHOLE BLOOD, WHILE HPS AND FM ARE ASSOCIATED WITH DNAM-BASED ESTIMATES OF IMMUNOLOGICAL PARAMETERS, PLASMA PROTEINS, AND TELOMERE LENGTH. FUTURE STUDIES SHOULD EXTEND THESE OBSERVATIONS IN LARGER COHORTS. 2020