Time series forecasting methods in emergency contexts.

The key issues in any fire emergency are recognising fire hotspots, locating the emergency intervention team (EI), following the evolution of the fire, and selecting the evacuation path. This leads to the study and development of HelpResponder, a solution capable of detecting the focus of interest in hostile spaces derived from fire due to high temperatures without visibility. A study is conducted to determine which model best predicts measured [Formula: see text] levels. The variables used are temperature, humidity, and air quality, obtained from sensors installed in a fire tower. The statistical methods applied, namely ARIMAX, KNN, SVM, and TBATS, allow the adjustment and modelling of the variables. Explanatory variables with temporal structure are incorporated into SVM, a new improvement proposal. Moreover, combining different models showed the best efficiency in forecasting. In fact, another contribution of our work lies in offering a small-scale prediction system that is specifically designed to save batteries. The system has been tested and validated in a hostile environment (building), simulating real emergency situations. The system has been tested and validated in several hostile environments, simulating real emergency situations. It can help firefighters respond faster in an emergency. This reduces the risks associated with the lack of information and improves the time for tactical operations, which could save lives.

Motor imagery EEG signal classification with a multivariate time series approach.

BACKGROUND: Electroencephalogram (EEG) signals record electrical activity on the scalp. Measured signals, especially EEG motor imagery signals, are often inconsistent or distorted, which compromises their classification accuracy. Achieving a reliable classification of motor imagery EEG signals opens the door to possibilities such as the assessment of consciousness, brain computer interfaces or diagnostic tools. We seek a method that works with a reduced number of variables, in order to avoid overfitting and to improve interpretability. This work aims to enhance EEG signal classification accuracy by using methods based on time series analysis. Previous work on this line, usually took a univariate approach, thus losing the possibility to take advantage of the correlation information existing within the time series provided by the different electrodes. To overcome this problem, we propose a multivariate approach that can fully capture the relationships among the different time series included in the EEG data. To perform the multivariate time series analysis, we use a multi-resolution analysis approach based on the discrete wavelet transform, together with a stepwise discriminant that selects the most discriminant variables provided by the discrete wavelet transform analysis RESULTS: Applying this methodology to EEG data to differentiate between the motor imagery tasks of moving either hands or feet has yielded very good classification results, achieving in some cases up to 100% of accuracy for this 2-class pre-processed dataset. Besides, the fact that these results were achieved using a reduced number of variables (55 out of 22,176) can shed light on the relevance and impact of those variables. CONCLUSIONS: This work has a potentially large impact, as it enables classification of EEG data based on multivariate time series analysis in an interpretable way with high accuracy. The method allows a model with a reduced number of features, facilitating its interpretability and improving overfitting. Future work will extend the application of this classification method to help in diagnosis procedures for detecting brain pathologies and for its use in brain computer interfaces. In addition, the results presented here suggest that this method could be applied to other fields for the successful analysis of multivariate temporal data.

Effect of recurrent yohimbine on immediate and post-hoc behaviors, stress hormones, and energy homeostatic parameters.

Evidence from experimental models has suggested that acute activation of brain stress and anxiety pathways impacts subsequent behaviors that are mediated or modulated by limbic circuitry. There have been limited investigations of prior or chronic activation of these pathways on subsequent limbic-mediated behaviors. In this study, we tested whether recurrent administration of the anxiogenic compound yohimbine (YOH) could have post-injection effects on brain activation, stress hormones, and performance in sucrose self-administration and startle response paradigms. Rats received six injections across two weeks of either 2mg/kg YOH or saline. Behavioral evaluation confirmed the continued efficacy of the YOH regimen, and increased adrenal corticosterone (CORT) was observed. Several days following YOH or SAL administration, cFos, CORT and adrenocorticotropin hormone (ACTH), and behavioral performance were measured. cFos was elevated post-YOH in the hippocampus; ventral tegmental area/zona inserta; and central and medial nuclei of the amygdala. This activation is consistent with a sustained effect of YOH to activate fear and anxiety circuitries in the CNS. CORT but not ACTH was elevated in the YOH-rats following startle testing. Self-administration and startle tests suggested an increase of non-specific activity in the post-YOH rats; there was no increase in sucrose self-administration or startle response per se. Our findings suggest that recurrent YOH administration may prove a useful and reliable model for simulating recurrent stress/anxiety, and that enhancements to the paradigm such as higher or more frequent dosing of YOH could yield stronger or more extensive behavioral effects.

Intraventricular insulin decreases kappa opioid-mediated sucrose intake in rats.

The hormone insulin acts in the central nervous system (CNS) as a regulator of body adiposity and food intake. Recent work from our laboratory has provided evidence that one way by which insulin may decrease food intake is by decreasing the rewarding properties of food. Evidence from others suggests that endogenous opioids may mediate the palatable properties of foods, and insulin may decrease nonfood-related reward via interaction with some CNS kappa opioid systems. In the present study we examined the ability of insulin to interact with exogenous or endogenous kappa opioids to modulate feeding of palatable sucrose pellets by nondeprived rats. Insulin (5 mU intracerebroventricular (i.c.v.), t=-3h) completely reversed the ability of the exogenous kappa agonist U50,488 (26 microg, i.c.v., t=-15 min) to stimulate 90-min sucrose feeding (211+/-32% reduced to 125+/-23% of 90-min baseline intake). Further, i.c.v. insulin (5 mU, t=-3h) interacted with a subthreshold dose of the kappa receptor antagonist norbinaltorphimine (5 microg, i.c.v., t=-15 min) to decrease the 90-min sucrose intake baseline (77+/-11% versus 109+/-10% of 90 min baseline intake, insulin/norbinaltorphimine versus norbinaltorphimine). Together these studies provide new evidence that insulin in the CNS may decrease the action of CNS kappa opioid system(s) that mediate palatable feeding.

Insulin and raclopride combine to decrease short-term intake of sucrose solutions.

We have previously reported that the hormone insulin can modulate synaptic function of dopamine neurons. To evaluate whether insulin can alter performance of a task which is dependent on intact dopaminergic signaling, we tested rats in a five minute lick rate task, with a range of concentrations of sucrose or oil solutions. Rats received either ip (t -15 min) saline or the D2 receptor antagonist raclopride (50 microg/kg), and intraventricular (t -4 h) saline or insulin (5 mU). Although ineffective on its own, insulin combined with raclopride treatment resulted in significant suppression of sucrose lick rates compared to the saline/saline group. The overall results are consistent with our hypothesis that insulin may modify performance in tasks that are dependent on dopaminergic signaling.

NPY and food intake: discrepancies in the model.

The evidence that NPY is an endogenous neurotransmitter that modulates both sides of the energy equation is clear and compelling. While agreeing with this (and indeed contributing to the growing literature supporting the concept), we have found that the interpretation of the increased food intake stimulated by intraventricular (i.v.t.) NPY is more complex than first appears. We discuss evidence suggesting that NPY additionally (and presumably at other receptor populations in the brain) causes sensations that produce aversion or illness. Specifically, the i.v.t. administration of NPY at doses that stimulate eating also cause the formation of a conditioned taste aversion and the animal engages in a form of pica behavior (kaolin consumption). It also suppresses an otherwise robust increase of sodium consumption. We discuss evidence suggesting that whereas NPY activates feeding behavior by stimulating the complex sequence of behaviors beginning with the seeking and finding of food and ending with food ingestion, NPY does not stimulate increased eating in the absence of the anticipatory preliminary behaviors. Finally, we briefly review evidence suggesting that whatever sensation is aroused by i.v.t. NPY, it is not necessarily the same sensation that is aroused when animals are food-deprived. Hence, one must be cautious in interpreting NPY as solely an orexigen.

Intraventricular neuropeptide Y does not stimulate food intake in the baboon.

In the present study, we examined the ability of the orexigenic peptide neuropeptide Y (NPY) to stimulate feeding when administered into the lateral ventricle of baboons. No increase of either meal size or total daily food intake was observed over the dose range tested (1-30 micrograms). These results suggest that, in the baboon, NPY may not be an orexigen as it is in other species.

Intraventricular insulin enhances the meal-suppressive efficacy of intraventricular cholecystokinin octapeptide in the baboon.

Chronic intraventricular (IVT) insulin infusion suppresses food intake and body weight in the baboon. It has been hypothesized that one mechanism of this action may be enhancement of the effectiveness of satiety factors that regulate meal size. This hypothesis was supported by prior demonstration of a shift in the meal-suppressive effectiveness of cholecystokinin octapeptide (CCK-8) which was given intravenously. The authors tested the effectiveness of a near threshold dose of CCK-8 (25 ng/kg) given via the lateral ventricles (IVT) prior to a 30-min meal, while baboons were chronically infused with cerebrospinal fluid or insulin (100 microU/day) via the lateral ventricles. IVT CCK-8 infusion resulted in meal size changes of -44 +/- 7% and -75 +/- 9% in the absence and presence of insulin, respectively; this was observed in each of the three animals studied. These results provide further support for the hypothesis that IVT insulin can interact with other, meal-regulatory, peptides.

Effect of intracerebroventricular insulin infusion on diabetic hyperphagia and hypothalamic neuropeptide gene expression.

To test the hypothesis that diabetic hyperphagia results from insulin deficiency in the brain, diabetic rats (streptozotocin-induced) were given an intracerebroventricular (ICV) infusion of saline or insulin (at a dose that did not affect plasma glucose levels) for 6 days. Food and water intake were significantly increased in diabetic rats, but only food intake was affected by ICV insulin. Diabetic hyperphagia was reduced 58% by ICV insulin compared with ICV saline (P < 0.05) and was accompanied by a 69% increase in diabetes-induced weight loss (P < 0.05). To evaluate whether central nervous system (CNS) insulin deficiency affects expression of neuropeptides involved in food intake, in situ hybridization was done for neuropeptide Y (NPY), which stimulates feeding, in the hypothalamic arcuate nucleus and for cholecystokinin (CCK) and corticotropin-releasing hormone (CRH), which inhibit feeding, in the hypothalamic paraventricular nucleus. In diabetic rats, NPY mRNA hybridization increased 280% (P < 0.05), an effect reduced 40% by ICV insulin (P < 0.05). CCK mRNA hybridization increased 50% in diabetic rats (P < 0.05), a response reduced slightly by ICV insulin (P < 0.05), whereas CRH mRNA hybridization decreased 33% in diabetic rats (P < 0.05) and was unchanged by ICV insulin. The results demonstrate that CNS infusion of insulin to diabetic rats reduces both hyperphagia and overexpression of hypothalamic NPY mRNA. This observation supports the hypothesis that a deficiency of insulin in the brain is an important cause of diabetic hyperphagia and that increased hypothalamic NPY gene expression contributes to this phenomenon.

Insulin receptor substrate-1 (IRS-1) expression in rat brain.

IRS-1 is phosphorylated on tyrosine residues after insulin stimulation and participates in the early events of signal transduction in peripheral insulin-sensitive tissues. This study determined whether neuronal populations in the rat olfactory bulb and hippocampus (brain regions which have very high concentrations of insulin receptors) also express IRS-1 and contain phosphotyrosine, using in situ hybridization, receptor binding, and immunocytochemistry. IRS-1 mRNA was colocalized with insulin receptor mRNA in neuron cell bodies of hippocampus and olfactory bulb. Similarly, IRS-1 immunoreactivity in hippocampus and olfactory bulb was concentrated in layers that contain synapses of these neurons and have both high insulin binding and phosphotyrosine levels. Thus, IRS-1 and insulin receptors are coexpressed in discrete populations of neurons, suggesting a signal transduction mechanism by which insulin may influence metabolism and gene expression in the brain.

Immunocytochemical detection of insulin receptor substrate-1 (IRS-1) in rat brain: colocalization with phosphotyrosine.

In peripheral insulin-sensitive tissues, insulin receptor substrate (IRS-1) undergoes tyrosine phosphorylation immediately after cells are stimulated by insulin or insulin-like growth factor-1 (IGF-1), and may function as a molecular link between insulin/IGF-1 receptor tyrosine kinases and enzymes regulating cell growth and metabolism. A fundamental question pertaining to insulin/IGF-1 action in the brain is whether IRS-1 is expressed by neurons. In this study, the distribution of cells containing immunoreactivity to IRS-1 in the brain was determined by immunocytochemistry with polyclonal IRS-1 antiserum, and compared to the localization of immunostaining for phosphotyrosine using polyclonal phosphotyrosine antiserum. The immunostaining results with ABC-peroxidase method and cryostat sections showed the presence of IRS-1 immunoreactivity in many neuron cell bodies throughout the rat forebrain, particularly in the habenula, cerebral cortex and piriform cortex. In the hypothalamus, IRS-1 immunostaining was present in neurons of the paraventricular nucleus, supraoptic nucleus, and arcuate nucleus. The choroid plexus stained intensely for IRS-1. The populations of cells that stained for IRS-1 also showed strong immunostaining for phosphotyrosine. Studies at the cellular level are needed to verify coexpression of IRS-1 and receptors for insulin or IGF-1 by the same neurons, as well as in cells of the choroid plexus. The present results are the first demonstration of IRS-1 expression by neurons in adult mammalian brain. These findings are consistent with the hypothesis that insulin and IGF-1 actions in the brain involve signal transduction mechanisms common to those found in peripheral tissues.

Differential effect of fasting on hypothalamic expression of genes encoding neuropeptide Y, galanin, and glutamic acid decarboxylase.

The effect of caloric deprivation to stimulate hypothalamic neuropeptide Y (NPY) gene expression is hypothesized to represent a physiologically important adaptation in body weight homeostasis. To evaluate the specificity of this response, we used in situ hybridization histochemistry to measure hypothalamic expression of mRNA encoding NPY, galanin, and the two isoforms of glutamic acid decarboxylase (GAD67 and GAD65) in male Wistar rats either fed ad lib or deprived of food for 24 or 48 h. As expected, food deprivation for 24 and 48 h increased preproNPY mRNA levels in the arcuate nucleus by 43 +/- 13% (p = NS) and 127 +/- 29% (p < 0.05 vs. both fed and 24-h fasted groups) when compared to ad lib-fed controls, and hypothalamic preproNPY mRNA levels were significantly correlated to the percent change in body weight over the three groups of rats (r = -0.72; p < 0.05). In contrast, no significant effects of either 24 or 48 h of fasting were observed on hypothalamic levels of preprogalanin, GAD67, or GAD65 mRNA, and no relationship between percent change in body weight and expression of any of these mRNA species could be demonstrated. In conclusion, fasting increases preproNPY mRNA levels in the arcuate nucleus but does not alter expression of other hypothalamic mRNA species pertinent to feeding behavior. This supports the hypothesis that stimulation of NPY gene expression represents an important component of the hypothalamic response to caloric deprivation.

NPY and galanin in a hibernator: hypothalamic gene expression and effects on feeding.

Neuropeptides such as neuropeptide Y (NPY) and galanin may play a role in regulating the pronounced seasonal changes in food intake shown by golden-mantled ground squirrels (Spermophilus saturatus). We used in situ hybridization histochemistry to localize the expression of NPY and galanin mRNA in the hypothalamus of normally feeding animals. NPY mRNA was abundantly expressed in the arcuate nucleus, while galanin mRNA was concentrated in both the arcuate nucleus and the dorsomedial nuclei. When NPY (0.1, 0.5, 2, and 8 micrograms) or galanin (0.1, 0.5, 2, and 8 micrograms) were injected into the third cerebral ventricle, food intake was significantly and dose-dependently increased over the subsequent 30 min. NPY stimulated significant increases in food intake for up to 2 h whereas galanin's effect did not extend beyond 30 min. Our results suggest that hibernating and nonhibernating rodents share common neural substrates for the regulation of food intake. Seasonal modulation of these neural pathways may contribute to annual cycles of food intake in hibernating mammals.

Effect of diet-induced obesity and experimental hyperinsulinemia on insulin uptake into CSF of the rat.

We examined the hypothesis that the uptake of plasma insulin into cerebrospinal fluid (CSF) is saturable in two rat models. Dietary obese and control female Osborne Mendel rats received 24-h infusions of vehicle or insulin. CSF insulin levels in cafeteria- and chow-fed rats were comparable at all levels of plasma insulin (4.5 +/- 2.8, 7.6 +/- 2.4, and 23.9 +/- 6.4 microU/ml in cafeteria diet vs. 4.5 +/- 0.9, 6.8 +/- 1.1, and 17.0 +/- 4.0 microU/ml in chow rats). CSF insulin uptake as a percentage of plasma insulin decreased with increased plasma insulin in both groups. A similar relationship was observed in Wistar rats receiving 6-day infusions of vehicle or insulin (plasma insulin = 55 +/- 12 vs. 365 +/- 98 microU/ml; CSF/plasma insulin ratio = 0.022 +/- .007 vs. 0.013 +/- .006, respectively). Hyperinsulinemic Wistar rats did not demonstrate decreased brain capillary insulin binding vs. vehicle-infused controls. The results suggest that a saturable transport process contributes insulin transport into CSF in normal rats and that this process is not altered by moderate diet-induced obesity or hyperinsulinemia per se.

Intraventricular CCK-8 reduces single meal size in the baboon by interaction with type-A CCK receptors.

Intraventricular cholecystokinin COOH-terminal octapeptide (CCK-8) decreases meal size in the meal-trained baboon. In the present study, we tested whether this action is mediated by CCK-A receptors, CCK-B receptors, or both. Intraventricular administration of the selective CCK-A receptor agonist A71623 at 1 and 10 nmol/kg suppressed 30-min meal size 69 +/- 22% and 75 +/- 7%, respectively. Additionally, intraventricular A71623 was equipotent to CCK-8 at 1 nmol/kg (% suppression of meal by CCK = 59 +/- 17). However, intraventricular administration of the CCK-B receptor agonist A63387 at 10 nmol/kg had no effect on 30-min meal size (% suppression = 18 +/- 29). Intravenous administration of 10 nmol/kg A71623 did not result in an alteration of meal size, but prandial plasma insulin and glucose responses were delayed and blunted. Basal plasma insulin levels doubled after intravenous administration of A71623. Both behavioral and metabolic responses to A71623 in the baboon are virtually identical to those we have previously observed after CCK-8 treatment. Thus we conclude that the predominant receptor population with which intraventricular CCK-8 interacts are type-A CCK receptors that are accessible to the ventricular system of the baboon.

Inhibition of hypothalamic neuropeptide Y gene expression by insulin.

Insulin acts in the brain to suppress feeding, whereas neuropeptide Y (NPY) has the opposite effect. Since fasting lowers plasma insulin levels and increases hypothalamic synthesis of NPY, we proposed that insulin may inhibit hypothalamic NPY gene expression. To test this hypothesis, we used RIA and in situ hybridization histochemistry to determine if centrally administered insulin could reduce levels of both NPY and its messenger RNA (mRNA) in discreet hypothalamic regions during fasting. Three groups of Long-Evans rats were entered into a 72-h study protocol. One group was fed ad libitum during this period, while the others were fasted. Fed rats received intracerebroventricular (icv) injections of saline vehicle at 12-h intervals, whereas fasted groups received icv vehicle alone or with insulin (4 mU/12 h). In vehicle-only treated rats, fasting significantly increased expression of preproNPY mRNA in the arcuate nucleus to 179 +/- 20% of fed controls. Administration of icv insulin during fasting abolished this increase (99 +/- 14% of fed controls; P less than 0.05 vs. fasted, vehicle-treated rats). Central insulin administration during fasting also reduced immunoreactive NPY concentrations in samples punched from the paraventricular nucleus (PVN) (875 +/- 122 pg/punch) to levels below vehicle-only treated rats (1396 +/- 435 pg/punch; P less than 0.05), similar to free-feeding control values (814 +/- 170 pg/punch). By comparison, neither fasting nor central insulin administration altered NPY levels in four other hypothalamic regions (supraoptic, ventromedial, dorsomedial, and arcuate nuclei). Continuous icv insulin infusion at a lower dose (2 mU/day) produced a similar result during a shorter period (48 h) of food deprivation in Wistar rats. In this study, central insulin infusion also inhibited the fasting-related increase in arcuate preproNPY mRNA levels and did not affect plasma glucose or insulin levels. This suggests that insulin acts locally to inhibit hypothalamic NPY mRNA expression. We conclude that the increase of levels of NPY in the PVN and preproNPY mRNA in the arcuate nucleus during fasting are inhibited by icv insulin. Fasting, therefore, increases NPY biosynthesis along an arcuate nucleus-PVN pathway in the hypothalamus via a mechanism dependent on low insulin levels.

Intraventricular neuropeptide Y injections stimulate food intake in lean, but not obese Zucker rats.

We examined the effect of acute third intraventricular (IVT) injections of either saline or NPY (0.95, 3.0, 9.5, or 30.0 micrograms in 1 microliter) on the 1-, 4-, and 22-hour postinjection food and water intake of female obese (fa/fa), heterozygous lean (Fa/fa), and homozygous lean (Fa/Fa) Zucker rats. None of the doses of NPY had an effect on either food or water intake of fa/fa rats. A significant increase of food intake was seen in Fa/Fa rats at 1 and 4 hours after the 3.0 micrograms injection of NPY and at 1, 4, and 22 hours after the 9.5 micrograms injection of NPY. Both 3.0 and 9.5 micrograms of NPY also stimulated 1- and 4-hour postinjection food intake of Fa/fa rats, although this effect was significant only at 4 hours after the 3.0 micrograms dose. NPY had a less reliable effect on water intake; 3.0 micrograms of NPY stimulated 1-hour postinjection water intake of Fa/fa rats and 4-hour postinjection water intake of Fa/Fa rats. These results indicate that lean, but not obese Zucker rats, respond by eating more to centrally administered NPY. This deficit is similar to the effects seen with IVT insulin injections and may be a result of a common receptor-mediated mechanism.

Neuropeptide Y paradoxically increases food intake yet causes conditioned flavor aversions.

Neuropeptides have been implicated in the short-term regulation of food intake and the long-term control of body weight. Previous studies have shown that central administration of neuropeptide Y (NPY), the most abundant of these peptides in the brain, produces robust increases of food intake. We now report that NPY, at doses that stimulate food intake when administered intraventricularly, also causes the formation of robust conditioned flavor aversions when given via the same cannula and at the same dose. This apparently paradoxical effect may be indicative of different populations of central NPY receptors having dissimilar effects on ingestive behaviors. The results also suggest that the use of conditioned aversions to investigate drug-induced malaise may not be appropriate when applied to ingestive behaviors.

Evidence for entry of plasma insulin into cerebrospinal fluid through an intermediate compartment in dogs. Quantitative aspects and implications for transport.

To study the route by which plasma insulin enters cerebrospinal fluid (CSF), the kinetics of uptake from plasma into cisternal CSF of both insulin and [14C]inulin were analyzed during intravenous infusion in anesthetized dogs. Four different mathematical models were used: three based on a two-compartment system (transport directly across the blood-CSF barrier by nonsaturable, saturable, or a combination of both mechanisms) and a fourth based on three compartments (uptake via an intermediate compartment). The kinetics of CSF uptake of [14C]inulin infused according to an "impulse" protocol were accurately accounted for only by the nonsaturable two-compartment model (determination coefficient [R2] = 0.879 +/- 0.044; mean +/- SEM; n = 5), consistent with uptake via diffusion across the blood-CSF barrier. When the same infusion protocol and model were used to analyze the kinetics of insulin uptake, the data fit (R2 = 0.671 +/- 0.037; n = 10) was significantly worse than that obtained with [14C]inulin (P = 0.02). Addition of a saturable component of uptake to the two-compartment model improved this fit, but was clearly inadequate for a subset of insulin infusion studies. In contrast, the three-compartment model accurately accounted for CSF insulin uptake in each study, regardless of infusion protocol (impulse infusion R2 = 0.947 +/- 0.026; n = 10; P less than 0.0001 vs. each two-compartment model; sustained infusion R2 = 0.981 +/- 0.003; n = 5). Thus, a model in which insulin passes through an intermediate compartment en route from plasma to CSF, as a part of a specialized transport system for the delivery of insulin to the brain, best accounts for the dynamics of this uptake process. This intermediate compartment could reside within the blood-CSF barrier or it may represent brain interstitial fluid, if CNS insulin uptake occurs preferentially across the blood-brain barrier.

Central insulin administration reduces neuropeptide Y mRNA expression in the arcuate nucleus of food-deprived lean (Fa/Fa) but not obese (fa/fa) Zucker rats.

By acting in the brain, insulin suppresses food intake, whereas neuropeptide Y (NPY) has the opposite effect. Since fasting increases NPY gene expression in the hypothalamic arcuate nucleus (ARC) and also lowers circulating insulin levels, we hypothesized that the anorexiant effect of insulin could result from insulin inhibition of NPY gene transcription in the ARC. Therefore, we determined whether the administration of insulin (200 mU per 12 hrs) into the 3rd cerebral ventricle of lean (Fa/Fa) female Zucker rats (n = 5) during 48 hrs of food deprivation reduces the expression of preproNPY mRNA in the ARC compared to vehicle-treated controls (n = 5). Coronal sections of rat brain were hybridized with an oligonucleotide probe complementary to preproNPY mRNA and apposed to x-ray film. Hybridization was quantified in both the ARC and the hippocampal dentate gyrus by computerized image analysis of the resulting autoradiographs. Central insulin significantly reduced the area of hybridization in the ARC (0.235 +/- 0.017 mm2; mean +/- SE) compared to vehicle-treated controls (0.331 +/- 0.037 mm2; p less than 0.05), but was without effect in the hippocampus. Thus, insulin reduced the expression of mRNA for NPY specifically in the ARC. Since the genetically obese (fa/fa) Zucker rat is insensitive to the anorexiant effect of insulin and over-expresses NPY in the ARC, we next tested the hypothesis that insulin does not suppress NPY mRNA expression in the ARC of these rats. Consistent with this hypothesis, central insulin administration to obese Zucker rats during 48 hrs of food deprivation (n = 6) did not lower hybridization area in the ARC compared to vehicle alone (n = 4) (0.286 +/- 0.036 vs. 0.248 +/- 0.019 mm2; p greater than 0.05). We conclude that insulin suppresses the expression of mRNA for NPY in the ARC of fasted lean but not obese Zucker rats. Regulation of hypothalamic NPY gene expression by insulin may account for its anorexiant effect, and a defect in this action may contribute to certain forms of obesity.