Methylomic profiling and replication implicates deregulation of PCSK9 in alcohol use disorder.

Alcohol use disorder (AUD) is a common and chronic disorder with substantial effects on personal and public health. The underlying pathophysiology is poorly understood but strong evidence suggests significant roles of both genetic and epigenetic components. Given that alcohol affects many organ systems, we performed a cross-tissue and cross-phenotypic analysis of genome-wide methylomic variation in AUD using samples from 3 discovery, 4 replication, and 2 translational cohorts. We identified a differentially methylated region in the promoter of the proprotein convertase subtilisin/kexin 9 (PCSK9) gene that was associated with disease phenotypes. Biological validation showed that PCSK9 promoter methylation is conserved across tissues and positively correlated with expression. Replication in AUD datasets confirmed PCSK9 hypomethylation and a translational mouse model of AUD showed that alcohol exposure leads to PCSK9 downregulation. PCSK9 is primarily expressed in the liver and regulates low-density lipoprotein cholesterol (LDL-C). Our finding of alcohol-induced epigenetic regulation of PCSK9 represents one of the underlying mechanisms between the well-known effects of alcohol on lipid metabolism and cardiovascular risk, with light alcohol use generally being protective while chronic heavy use has detrimental health outcomes.

Reduced cannabinoid CB1 receptor binding in alcohol dependence measured with positron emission tomography.

Brain cannabinoid CB1 receptors contribute to alcohol-related behaviors in experimental animals, but their potential role in humans with alcohol dependence is poorly understood. We measured CB1 receptors in alcohol dependent patients in early and protracted abstinence, and in comparison with control subjects without alcohol use disorders, using positron emission tomography and [(18)F]FMPEP-d2, a radioligand for CB1 receptors. We scanned 18 male in-patients with alcohol dependence twice, within 3-7 days of admission from ongoing drinking, and after 2-4 weeks of supervised abstinence. Imaging data were compared with those from 19 age-matched healthy male control subjects. Data were also analyzed for potential influence of a common functional variation (rs2023239) in the CB1 receptor gene (CNR1) that may moderate CB1 receptor density. On the first scan, CB1 receptor binding was 20-30% lower in patients with alcohol dependence than in control subjects in all brain regions and was negatively correlated with years of alcohol abuse. After 2-4 weeks of abstinence, CB1 receptor binding remained similarly reduced in these patients. Irrespective of the diagnostic status, C allele carriers at rs2023239 had higher CB1 receptor binding compared with non-carriers. Alcohol dependence is associated with a widespread reduction of cannabinoid CB1 receptor binding in the human brain and this reduction persists at least 2-4 weeks into abstinence. The correlation of reduced binding with years of alcohol abuse suggests an involvement of CB1 receptors in alcohol dependence in humans.

A genetic determinant of the striatal dopamine response to alcohol in men.

Excessive alcohol use, a major cause of morbidity and mortality, is less well understood than other addictive disorders. Dopamine release in ventral striatum is a common element of drug reward, but alcohol has an unusually complex pharmacology, and humans vary greatly in their alcohol responses. This variation is related to genetic susceptibility for alcoholism, which contributes more than half of alcoholism risk. Here, we report that a functional OPRM1 A118G polymorphism is a major determinant of striatal dopamine responses to alcohol. Social drinkers recruited based on OPRM1 genotype were challenged in separate sessions with alcohol and placebo under pharmacokinetically controlled conditions, and examined for striatal dopamine release using positron emission tomography and [(11)C]-raclopride displacement. A striatal dopamine response to alcohol was restricted to carriers of the minor 118G allele. To directly establish the causal role of OPRM1 A118G variation, we generated two humanized mouse lines, carrying the respective human sequence variant. Brain microdialysis showed a fourfold greater peak dopamine response to an alcohol challenge in h/mOPRM1-118GG than in h/mOPRM1-118AA mice. OPRM1 A118G variation is a genetic determinant of dopamine responses to alcohol, a mechanism by which it likely modulates alcohol reward.

The relationship between folate and docosahexaenoic acid in men.

OBJECTIVE: Docosahexaenoic acid (DHA, 22:6n-3), an essential omega 3 fatty acid, may protect against disorders of emotional regulation as well as cardiovascular disease. Animal studies demonstrate that dietary folate can increase tissue concentrations of DHA, although the literature, to date, includes no human studies examining the possibility that folate status may affect plasma DHA concentrations. The objective of this study is to determine if the blood concentrations of folate and DHA are correlated in humans. DESIGN: Retrospective study. SETTING: An American research hospital. SUBJECTS: A total of 15 normal and 22 hostile and aggressive subjects, with a mean age of 38 years. METHODS: Concentrations of plasma polyunsaturated essential fatty acids and red blood cell folate (RBC folate) were obtained prior to 1996, before American flour was enriched with folate. RESULTS: RBC folate was significantly correlated with plasma DHA, r=0.57, P=0.005 in the aggressive group. Age, smoking and alcohol consumption did not alter the results. No other essential fatty acids were significantly associated with RBC folate in either group. CONCLUSIONS: The positive relationship between plasma DHA and RBC folate concentrations suggests that these two nutrients should be examined together in order to make the most accurate inferences about their relative contributions to disease pathogenesis. Our findings present one explanation why some conditions associated with hostility and low DHA status, such as cardiovascular disease and emotional disorders, are also associated with low folate status. SPONSORSHIP: National Institutes of Health, National Institute on Alcohol Abuse and Alcoholism.

Altered cerebrospinal fluid neuropeptide Y and peptide YY immunoreactivity in anorexia and bulimia nervosa.

The related central nervous system peptides neuropeptide Y and peptide YY have been found to be among the most potent endogenous stimulants of feeding behavior. We measured these neuropeptides in cerebrospinal fluid to determine whether they contributed to the pathophysiologic characteristics of anorexia and bulimia nervosa. Cerebrospinal fluid neuropeptide Y concentrations were significantly elevated in underweight anorectic patients and in many of the anorectic patients studied at intervals after weight restoration. These levels normalized in long-term weight-restored anorectic patients who had a return of normal menstrual cycles. Increased neuropeptide Y activity may contribute to several characteristic disturbances in anorexia, including menstrual dysregulation. Cerebrospinal fluid peptide YY concentrations were significantly elevated in normal-weight bulimic patients abstinent from pathological eating behavior for a month compared with themselves when actively bingeing and vomiting or compared with healthy volunteers. Increased peptide YY activity may contribute to a drive to overfeed in normal-weight bulimic patients.

Early-onset alcoholics have lower cerebrospinal fluid 5-hydroxyindoleacetic acid levels than late-onset alcoholics.

BACKGROUND: We investigated the interrelationships of age at onset of excessive alcohol consumption, family history of alcoholism, psychiatric comorbidity, and cerebrospinal fluid monoamine metabolite concentrations in abstinent, treatment-seeking alcoholics. METHODS: We studied 131 recently abstinent alcoholics. Supervised abstinence was maintained on a research ward at the National Institutes of Health Clinical Center for a minimum of 3 weeks. All alcoholics received a low-monoamine diet for a minimum of 3 days before lumbar puncture. Lumbar punctures were performed in the morning after an overnight fast. Monamine metabolites and tryptophan in cerebrospinal fluid were quantified with liquid chromatography by means of electrochemical detection. Psychiatric diagnoses were established from blind-rated Schedule for Affective Disorders and Schizophrenia-Lifetime version interviews administered by a research social worker. Severity and age at onset of excessive alcohol consumption were documented with a structured lifetime drinking history questionnaire and with selected alcoholism screening questionnaires (CAGE and Michigan Alcoholism Screening Test). Family history of alcoholism was obtained from the probands. RESULTS: A majority of the treatment-seeking, primarily white male alcoholics had a lifetime history of psychiatric disorders other than alcoholism. None fulfilled criteria for antisocial personality disorder. Early-onset alcoholics (onset of excessive consumption before 25 years of age) had a more severe course of alcoholism and lower mean cerebrospinal fluid 5-hydroxyindoleacetic acid concentration than late-onset alcoholics. Patients who reported both parents to be alcoholics had particularly low mean cerebrospinal fluid 5-hydroxyindoleacetic acid, homovanillic acid, and tryptophan concentrations. CONCLUSION: Among treatment-seeking alcoholics, early age at onset is generally associated with a more severe course of alcoholism and lower cerebrospinal fluid 5-hydroxyindoleacetic acid concentration.

Lymphocyte beta-adrenergic receptor modification in bulimia.

beta-Adrenergic receptor binding on circulating lymphocytes was evaluated in young female bulimic patients (n = 12) and age- and sex-matched normal control volunteers (n = 10). Using iodine 125-labeled cyanopindolol, antagonist binding was evaluated (number of receptors [Bmax] and dissociation constant [KD]), and using isoproterenol competition of cyanopindolol binding, the concentration required to inhibit binding by 50% (IC50) for isoproterenol and the agonist affinity measure of KL/KH (ratio of dissociation constants for the low- and high-affinity states of the receptor) were determined. Plasma norepinephrine (NE) level was also measured. There was a trend toward lower plasma NE levels in the bulimic patients. The KL/KH ratio in bulimic patients was significantly greater than that for the normal volunteers, indicating increased receptor coupling. The KL/KH ratio was not significantly correlated with plasma NE level. Neither Bmax nor KD was different between the two groups. These findings suggest that beta-adrenergic receptors in bulimic patients may be more responsive than in normal subjects, without alteration of the traditional measures of receptor responses, a difference that cannot be explained on the basis of plasma NE. These findings provide another line of evidence for altered regulation of the noradrenergic system in bulimic patients during a controlled phase of their illness.

Altered serotonin activity in anorexia nervosa after long-term weight restoration. Does elevated cerebrospinal fluid 5-hydroxyindoleacetic acid level correlate with rigid and obsessive behavior?

To avoid the confounding influences of malnutrition or weight loss, we studied patients with anorexia nervosa at normal weight and stable dietary intake. Compared with 15 controls, 17 long-term weight-restored anorectic subjects had elevated concentrations of cerebrospinal fluid 5-hydroxyindoleacetic acid, the major serotonin metabolite, whereas levels of cerebrospinal fluid homovanillic acid, the major dopamine metabolite, were normal. Elevated levels of cerebrospinal fluid 5-hydroxyindoleacetic acid may indicate increased serotonin activity. Such activity could contribute to pathological feeding behavior. Most importantly, this study raises the question as to whether increased cerebrospinal fluid 5-hydroxyindoleacetic acid levels are associated with overly inhibited, anxious, or obsessive traits.

Lactate and hyperventilation substantially attenuate vagal tone in normal volunteers. A possible mechanism of panic provocation?

Many aspects of panic attacks, eg, palpitations, tremor, sweating, and an emotional sense of "fear," have been theorized to arise from sympathetic nervous system activation. However, most studies have not demonstrated clearly increased levels of catecholamines during an attack, which is contrary to this hypothesis. To explore another possible cause for the physiological changes known to occur during a panic attack, we assessed parasympathetic nervous system activity by measuring vagal tone during treatments known to produce panic symptoms: sodium lactate administration and hyperventilation. Our findings showed a marked reduction in vagal tone during both procedures. We postulate that withdrawal of parasympathetic activity may explain some of the physiological changes occurring in panic attacks and be contributing to the origin of panic.

Neuroendocrine responses to m-chlorophenylpiperazine and L-tryptophan in bulimia.

Preclinical and clinical evidence supports a theory of serotonin (5-hydroxytryptamine [5-HT]) dysregulation in bulimia. We therefore studied the prolactin (PRL) and cortisol responses following challenges with the postsynaptic 5-HT receptor agonist m-chlorophenylpiperazine (m-CPP), 0.5 mg/kg orally, the 5-HT precursor L-tryptophan, 100 mg/kg intravenously, and placebo in a group of 28 normal weight bulimic patients and 16 healthy controls. Patients with bulimia, regardless of the presence of major depression, had significantly blunted PRL responses following m-CPP administration compared with those in controls. In contrast, only bulimic patients with concurrent major depression had significantly blunted PRL responses following L-tryptophan administration compared with those in nondepressed bulimic patients and controls. Cortisol responses following m-CPP were not significantly different for bulimic patients vs controls, although there was a trend toward blunted cortisol responses following L-tryptophan administration in the depressed bulimic patients. These differences in neuroendocrine responses were not related to differences in age, percent of average body weight, medications, time of day, peak plasma drug levels, or baseline estradiol levels. Seasonal variations in PRL responses to both agents were identified, although covariation for season did not alter the group differences. The PRL responses following m-CPP administration were inversely correlated to baseline cortisol levels in the bulimic patients, but not in the controls, suggesting a dampening effect by hypothalamic-pituitary-adrenal axis dysfunction on postsynaptic 5-HT receptor sensitivity. The reasons for the differing hormonal responses to these two serotonergic agents may relate to differential involvement of presynaptic and postsynaptic mechanisms, 5-HT receptor subtypes, and anatomical loci of action. The blunted PRL responses to m-CPP administration suggest that postsynaptic 5-HT receptor sensitivity is altered in bulimia nervosa, and that similar alterations in 5-HT receptors at or above the level of the hypothalamus may contribute to binge eating and other behavioral symptoms.

Central and peripheral ACTH and cortisol levels in anorexia nervosa and bulimia.

To explore the relationship of central and peripheral adrenocorticotropic hormone (ACTH, or corticotropin) levels to hypothalamo-pituitary-adrenal axis dysfunction in patients with eating disorders, levels of cerebrospinal fluid (CSF) and plasma ACTH, cortisol, and 24-hour urinary free cortisol were measured in 16 patients with anorexia nervosa (60% +/- 1.1% of ideal body weight), 14 patients with bulimia (93.2% +/- 4.6% of ideal body weight), and 11 healthy age-matched women volunteers. The CSF, plasma, and urinary free cortisol levels were elevated in underweight anorexic patients and showed declines following weight recovery. Cortisol-binding globulin levels were similar in anorexics and controls. In contrast, underweight anorexics showed low CSF ACTH levels that returned to normal following weight recovery, and their plasma ACTH levels were normal. On hospital admission, bulimic patients demonstrated normal ACTH and cortisol levels. After their abstinence from binge-purge episodes, the CSF ACTH levels decreased significantly. Positive relationships were found among CSF, plasma, and urinary cortisol levels, and inverse relationships were seen between cortisol measures and CSF ACTH levels in patients with eating disorders. Secretion of ACTH into the CSF may respond to feedback by cortisol or, alternatively, may be suppressed by the hypersecretion of corticotropin-releasing hormone, leading to the depletion of the pro-opiomelanocortin molecule.

Hypothalamic-pituitary-adrenal axis functioning and cerebrospinal fluid corticotropin releasing hormone and corticotropin levels in alcoholics after recent and long-term abstinence.

We assessed the plasma corticotropin (adrenocorticotropic hormone) and cortisol responses to ovine corticotropin releasing hormone (oCRH) and the cerebrospinal fluid levels of CRH and corticotropin in alcoholics at various durations of abstinence and compared these variables with age-equivalent controls. Alcoholics who were tested at 1 week of abstinence (n = 11) demonstrated a significantly attenuated corticotropin response to oCRH compared with their response at 3 weeks of abstinence. Nine of these alcoholic patients demonstrated a significantly blunted corticotropin response at both 1 and 3 weeks of abstinence compared with controls (n = 15). A markedly exaggerated corticotropin response to oCRH, associated with tachycardia, was exhibited by 2 alcoholics at both 1 and 3 weeks of abstinence. Alcoholics who were abstinent greater than 3 weeks did not differ in their response to oCRH compared with controls. Controls demonstrated a significant inverse correlation between baseline cortisol levels and the cortisol response to oCRH. This correlation was not evident in any of the alcoholic groups, including those patients who were abstinent greater than 6 months. There was a positive correlation between cerebrospinal fluid concentrations of CRH and corticotropin in all patient groups. These findings indicated that alcoholics have significantly altered hypothalamic-pituitary-adrenal axis functioning up to 3 weeks following the cessation of drinking, with a more subtle impairment present for greater than 6 months following abstinence.

A probable endocrine basis for the depression of ketone bodies during infectious or inflammatory state in rats.

The effects of infection with Streptococcus pneumoniae, Francisella tularensis, and Venezuelan equine encephalitis virus as well as inflammatory stress induced by the administration of turpentine and endotoxin on plasma ketone bodies and insulin were studied in white rats. All of the infectious/inflammatory stresses caused a significant decrease in the ketonemia of fasting and an elevation of plasma insulin. When a pneumococcal infection was initiated in a diabetic rat, inhibition of fasting ketonemia did not occur. Similarly, pneumococcal infection in the hypophysectomized rat did not result in a noticeable depression of either fasting ketonemia or plasma FFA. The increase in circulating insulin appears to be closely correlated with the inhibition of fasting ketonemia noted in the infectious/inflammatory stress.

Adrenocorticotropin-stimulated adrenal androgen secretion in anorexia nervosa: impaired secretion at low weight with normalization after long-term weight recovery.

Adrenal androgen secretion is decreased in patients with anorexia nervosa. To assess the reversibility of the decreased secretion with recovery of body weight, we measured ACTH-stimulated adrenal androgen levels at different stages of recovery. Basal plasma GH and somatomedin-C levels also were measured, because both have been proposed as potential stimuli for adrenal androgen secretion. When studied at low body weight [58 +/- 3% (+/- SEM) ideal BW], women with anorexia nervosa had decreased ACTH-stimulated levels of dehydroepiandrosterone (DHA), DHA sulfate (DHAS), and androstenedione and decreased DHA to cortisol, DHAS to cortisol, and androstenedione to cortisol ratios compared to normal women. Women who had recently completed a refeeding program (within 2-4 weeks, 81 +/- 2% ideal BW) had an increased somatomedin-C level compared to low weight patients, but similar ACTH-stimulated adrenal androgen levels. Long term weight-recovered women (86 +/- 4% ideal BW, recovery for more than 6 months, with resumption of menses), however, had significant increases in ACTH-stimulated DHA and DHAS levels and DHA to cortisol and DHAS to cortisol ratios, and their hormone levels and ratios were not different from those in normal women. GH levels fell during weight recovery, although the values in the three patient groups did not differ significantly. We conclude that the recovery of adrenal androgen secretion while GH levels were falling provides evidence against a direct effect of GH as a stimulus for adrenal androgen secretion. The recovery of somatomedin-C before the recovery of adrenal androgens, however, and the positive correlation between plasma somatomedin-C and the integrated level of plasma DHAS (r = 0.50; P less than 0.02) are consistent with the hypothesis that somatomedin-C is a stimulus for adrenal androgen secretion.

Elevated cerebrospinal fluid levels of immunoreactive corticotropin-releasing hormone in anorexia nervosa: relation to state of nutrition, adrenal function, and intensity of depression.

To study the pathophysiology of hypercortisolism in anorexia nervosa, we measured the cerebrospinal fluid (CSF) levels of corticotropin-releasing hormone (CRH) in patients when they were underweight and at intervals after weight restoration. CSF CRH levels were significantly elevated in hypercortisolemic underweight patients. Both CSF CRH levels and pituitary-adrenal function normalized after weight recovery. A significant positive correlation was found between CSF CRH levels and depression ratings in weight-corrected patients. We conclude that the hypercortisolism of anorexia nervosa reflects a defect at or above the hypothalamus which results in the hypersecretion of endogenous CRH. The positive correlation between CSF CRH and depression in the weight-restored patients is compatible with previous data indicating increased CRH secretion in the depressed phase of primary affective disorder and supports the notion of a relationship between CRH and depressive symptomatology. Moreover, these data are compatible with observations that depression is part of the anorexia nervosa syndrome.

The effect of bingeing and vomiting on hormonal secretion.

Women who are of normal weight and have bulimia nervosa have multiple neuroendocrine disturbances. The reasons for these neuroendocrine abnormalities are not known, but there are reasons to suspect that bingeing and vomiting behavior could be contributory. It is well known that food consumption in healthy volunteers increases plasma insulin, cortisol, and prolactin secretion and suppresses growth hormone secretion, whereas activation of the emetic reflex increases plasma arginine vasopressin (AVP) secretion. The purpose of this study was to investigate the effects of bingeing and vomiting on these hormones. In comparison with healthy control women consuming a large meal, bulimic patients, when bingeing and vomiting, had an exaggerated secretion of either the amount and/or the duration of insulin, cortisol, and prolactin. Vasopressin secretion was not increased during or after bingeing and vomiting, probably because bulimic subjects do not become nauseated. In addition, bulimic patients had significantly reduced baseline plasma prolactin and possibly elevated baseline cortisol compared with controls. In summary, this study supports the presence of neuroendocrine disturbances in bulimia and raises a question as to whether or not excessive and prolonged food consumption (and/or vomiting) are contributory.

Effect of alcoholism on the incidence of lactate-induced panic attacks.

BACKGROUND: Chronic alcohol use is associated with higher than expected rates of panic disorder. METHODS: To study the relationship between alcoholism and panic disorder, we administered the panicogenic agent, sodium lactate, to 26 alcoholics with either panic disorder or frequent panic attacks (ALCPAN), 20 nonalcoholics with panic disorder (PAN), 14 alcoholics without a history of panic attacks, and 14 healthy volunteers. RESULTS: PAN were significantly more likely to have a lactate-induced panic attack (65%) than ALCPAN (23%). ALCPAN who had the onset of panic attacks prior to alcoholism also had a reduced frequency of lactate-induced panic attacks (26.7%) compared to PAN. CONCLUSIONS: There is a reduced incidence of lactate-induced panic attacks in ALCPAN. This reduction does not appear to be explained by the relative onset of panic attacks to alcoholism. The role of excessive alcohol consumption in the decreased frequency of lactate-induced panic attacks seen in ALCPAN needs further study.

Essential fatty acids predict metabolites of serotonin and dopamine in cerebrospinal fluid among healthy control subjects, and early- and late-onset alcoholics.

BACKGROUND: Impulsive violence, suicide, and depression are strongly associated with low concentrations of cerebrospinal fluid 5-hydroxyindoleacetic acid (CSF 5-HIAA). Increased suicide and trauma reported in some cholesterol-lowering trials may be related to altered concentrations of polyunsaturated fatty acids rather than cholesterol, a possible surrogate marker. METHODS: CSF 5-HIAA and homovanillic acid (HVA), total cholesterol, and plasma fatty acid concentrations were examined in 176 subjects, including 49 healthy volunteers, and 88 early- and 39 late-onset alcoholics. RESULTS: Among each group, polyunsaturated fatty acids predicted both CSF 5-HIAA and CSF HVA concentrations, but total cholesterol was unrelated to either neurotransmitter metabolite. The relationships between plasma 22: 6n3 and CSF 5-HIAA were significantly different when healthy volunteers (r = .35) were compared to early-onset alcoholics (r = -.38) (p < .0002). CONCLUSIONS: Dietary studies are indicated to determine if essential fatty acid supplementation can influence central nervous system serotonin and dopamine metabolism and modify impulsive behaviors related to these neurotransmitters.

Lactate-induced rage and panic in a select group of subjects who perpetrate acts of domestic violence.

BACKGROUND: Perpetrators of domestic violence frequently report symptoms of autonomic arousal and a sense of fear and/or loss of control at the time of the violence. Since many of these symptoms are also associated with panic attacks, we hypothesized that perpetrators of domestic violence and patients with panic attacks may share similar exaggerated fear-related behaviors. To test this hypothesis, we employed the panicogenic agent sodium lactate to examine the response of perpetrators to anxiety fear induced by a chemical agent. METHODS: Using a double-blind, placebo-controlled design, we infused 0.5 mol/L sodium lactate or placebo over 20 min on separate days to a select group of subjects who perpetrate acts of domestic violence and two nonviolent comparison groups. We compared their behavioral, neuroendocrine, and physiologic responses. RESULTS: Lactate administration elicited intense emotional responses in the perpetrators of domestic violence. Perpetrators evidenced more lactate-induced rage and panic and showed greater changes in speech, breathing, and motor activity than did nonviolent control subjects. There were no significant differences between the groups for any neuroendocrine or physiologic measure. CONCLUSIONS: These results are consistent with our hypothesis that some perpetrators of domestic violence have exaggerated fear-related behavioral responses.

Behavioral and endocrine responses to clomipramine in panic disorder patients with or without alcoholism.

Central nervous system serotonin functions may differ between certain subgroups of alcoholics, patients with panic disorder, and healthy volunteers. To investigate these possibilities we administered the serotonin uptake inhibitor, clomipramine (12.5 mg, i.v.), to patients with alcohol dependence, patients with panic disorder with or without alcohol dependence, and healthy volunteers. Alcoholics did not differ from healthy volunteers in their neuroendocrine or behavioral responses. In contrast, patients with panic disorder exhibited marked dysphoric reactions and/or panic attacks following low-dose i.v. clomipramine, whereas their neuroendocrine responses were similar to the other two groups. Patients with panic disorder may have super-sensitive postsynaptic serotonin receptors in areas of their central nervous system, which are important for mood regulation.