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Pan Y, Park K, Ren J, Volkow ND, Ling H, Koretsky AP, Du C. Dynamic 3D imaging of cerebral blood flow in awake mice using self-supervised-learning-enhanced optical coherence Doppler tomography. Commun Biol 2023; 6:298. [PMID: 36944712 PMCID: PMC10030663 DOI: 10.1038/s42003-023-04656-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 03/03/2023] [Indexed: 03/23/2023] Open
Abstract
Cerebral blood flow (CBF) is widely used to assess brain function. However, most preclinical CBF studies have been performed under anesthesia, which confounds findings. High spatiotemporal-resolution CBF imaging of awake animals is challenging due to motion artifacts and background noise, particularly for Doppler-based flow imaging. Here, we report ultrahigh-resolution optical coherence Doppler tomography (µODT) for 3D imaging of CBF velocity (CBFv) dynamics in awake mice by developing self-supervised deep-learning for effective image denoising and motion-artifact removal. We compare cortical CBFv in awake vs. anesthetized mice and their dynamic responses in arteriolar, venular and capillary networks to acute cocaine (1 mg/kg, i.v.), a highly addictive drug associated with neurovascular toxicity. Compared with awake, isoflurane (2-2.5%) induces vasodilation and increases CBFv within 2-4 min, whereas dexmedetomidine (0.025 mg/kg, i.p.) does not change vessel diameters nor flow. Acute cocaine decreases CBFv to the same extent in dexmedetomidine and awake states, whereas decreases are larger under isoflurane, suggesting that isoflurane-induced vasodilation might have facilitated detection of cocaine-induced vasoconstriction. Awake mice after chronic cocaine show severe vasoconstriction, CBFv decreases and vascular adaptations with extended diving arteriolar/venular vessels that prioritize blood supply to deeper cortical capillaries. The 3D imaging platform we present provides a powerful tool to study dynamic changes in vessel diameters and morphology alongside CBFv networks in the brain of awake animals that can advance our understanding of the effects of drugs and disease conditions (ischemia, tumors, wound healing).
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Affiliation(s)
- Yingtian Pan
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Kicheon Park
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Jiaxiang Ren
- Department of Computer Science, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Nora D Volkow
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, 20857, USA
| | - Haibin Ling
- Department of Computer Science, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Alan P Koretsky
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Congwu Du
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
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Shang L, Zheng X, Zhang T, Deng J, Zhan CG, Zheng F. Effects of alcohol on metabolism and toxicity of cocaine in rats. Toxicol Rep 2022; 9:1586-1594. [DOI: 10.1016/j.toxrep.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/19/2022] [Accepted: 08/01/2022] [Indexed: 10/16/2022] Open
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Abstract
Alcohol consumption with psychostimulants is very common among drug addicts. There is little known about the possible pharmacological interactions between alcohol and psychostimulants. Among most commonly co-abused psychostimulants with alcohol are methamphetamine, cocaine, 3,4-methylenedioxymethamphetaminen, and nicotine. Co-abuse of alcohol with psychostimulants can lead to several neurophysiological dysfunctions such as decrease in brain antioxidant enzymes, disruption of learning and memory processes, cerebral hypo-perfusion, neurotransmitters depletion as well as potentiation of drug seeking behaviour. Moreover, co-abuse of alcohol and psychostimulants can lead to increase in heart rate, blood pressure, myocardial oxygen consumption and cellular stress, and the risk of developing different types of cancer. Co-abuse of alcohol with psychostimulants during pregnancy can lead to fetal brain abnormalities. Further studies are needed to investigate the pharmacokinetics, pharmacodynamics, and neurochemical changes on co-abuse of alcohol and psychostimulants.
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Affiliation(s)
- Yusuf S Althobaiti
- University of Toledo, College of Pharmacy and Pharmaceutical Sciences, Department of Pharmacology and Experimental Therapeutics, Toledo, OH, USA
| | - Youssef Sari
- University of Toledo, College of Pharmacy and Pharmaceutical Sciences, Department of Pharmacology and Experimental Therapeutics, Toledo, OH, USA
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Wieczerzak M, Kudłak B, Namieśnik J. Environmentally oriented models and methods for the evaluation of drug × drug interaction effects. Crit Rev Anal Chem 2016; 45:131-55. [PMID: 25558775 DOI: 10.1080/10408347.2014.899467] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
This detailed review compares known and widely used methods for drug interaction estimation, some of which now have historical significance. Pharmaceutical application has been noted as far back as several thousand years ago. Relatively late in the 20th century, however, researchers became aware that their fate and metabolism, which still remain a great challenge for environmental analysts and risk assessors. For the patient's well-being, treatment based on the mixing of drugs has to be effective and should not cause any side effects (or side effects should not have a significant impact on health and mortality). Therefore, it is important to carefully examine drugs both individually and in combinations. It should be also stated that application form/way of entering the living organism is of great importance as well as the age and the place in the trophic system of the organism in order to eliminate harmful dosages in the case of infants' accidental intoxication.
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Affiliation(s)
- Monika Wieczerzak
- a Department of Analytical Chemistry, Faculty of Chemistry , Gdańsk University of Technology , Gdańsk , Poland
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Macdonald S, Pakula B, Martin G, Wells S, Borges G, Roth E, Salmon A, Stockwell T, Callaghan RC. Health profiles of clients in substance abuse treatment: a comparison of clients dependent on alcohol or cocaine with those concurrently dependent. Subst Use Misuse 2014; 49:1899-907. [PMID: 25099309 DOI: 10.3109/10826084.2014.935791] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
UNLABELLED The purpose of this study was to assess whether, among clients receiving substance abuse treatment (n = 616), those dependent on alcohol or cocaine differed significantly from those concurrently dependent on both drugs in terms of physical, mental, social, and economic harms as well as substance use behaviors. METHODS Clients from five substance abuse treatment agencies presenting with a primary problem of cocaine or alcohol were classified into three groups as dependent on: (1) alcohol alone, (2) cocaine alone, or (3) both cocaine and alcohol (i.e. concurrent dependence). Participants completed a self-administered questionnaire that included details of their drug and alcohol use, physical health, mental health, social health, economic health, and demographic characteristics. RESULTS The concurrent group drank similar amounts of alcohol as those in the alcohol group and used similar amounts of cocaine as the cocaine group. The alcohol group had significantly (p < .05) poorer health profiles than the concurrent group across most variables of the four health domains. An exception was significantly more accidental injuries (p < .05) in the alcohol group. In both bivariate and multivariate analyses, the concurrent group had significantly (p < .05) more accidental injuries, violence, and overdoses than the cocaine group. As well, the concurrent group had significantly (p < .05) higher scores on the anxiety and sexual compulsion scales than the cocaine group, controlling for demographic variables. CONCLUSION These findings can aid health care professionals to better respond to issues related to concurrent dependence of cocaine and alcohol.
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Affiliation(s)
- Scott Macdonald
- 1Centre for Addictions Research of BC and School of Health Information Science, University of Victoria , Victoria , Canada
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Du C, Tully M, Volkow ND, Schiffer WK, Yu M, Luo Z, Koretsky AP, Benveniste H. Differential effects of anesthetics on cocaine's pharmacokinetic and pharmacodynamic effects in brain. Eur J Neurosci 2009; 30:1565-75. [PMID: 19821842 DOI: 10.1111/j.1460-9568.2009.06931.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Most studies of the effect of cocaine on brain activity in laboratory animals are preformed under anesthesia, which could potentially affect the physiological responses to cocaine. Here we assessed the effects of two commonly used anesthetics [alpha-chloralose (alpha-CHLOR) and isofluorane (ISO)] on the effects of acute cocaine (1 mg/kg i.v.) on cerebral blood flow (CBF), cerebral blood volume (CBV), and tissue hemoglobin oxygenation (S(t)O(2)) using optical techniques and cocaine's pharmacokinetics (PK) and binding in the rat brain using (PET) and [(11)C]cocaine. We showed that acute cocaine at a dose abused by cocaine abusers decreased CBF, CBV and S(t)O(2) in rats anesthetized with ISO, whereas it increased these parameters in rats anesthetized with alpha-CHLOR. Importantly, in ISO-anesthetized animals cocaine-induced changes in CBF and S(t)O(2) were coupled, whereas for alpha-CHLOR these measures were uncoupled. Moreover, the clearance of [(11)C]cocaine from the brain was faster for ISO (peak half-clearance 15.8 +/- 2.8 min) than for alpha-CHLOR (27.5 +/- 0.6 min), and the ratio of specific to non-specific binding of [(11)C]cocaine in the brain was higher for ISO- (3.37 +/- 0.32) than for alpha-CHLOR-anesthetized rats (2.24 +/- 0.4). For both anesthetics, cocaine-induced changes in CBF followed the fast uptake of [(11)C]cocaine in the brain (peaking at approximately 2.5-4 min), but only for ISO did the duration of the CBV and S(t)O(2) changes correspond to the rate of [(11)C]cocaine's clearance from the brain. These results demonstrate that anesthetics influence cocaine's hemodynamic and metabolic changes in the brain, and its binding and PK, which highlights the need to better understand the interactions between anesthetics and pharmacological challenges in brain functional imaging studies.
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Affiliation(s)
- Congwu Du
- Department of Anesthesiology, State University of New York at Stony Brook, Stony Brook, NY, USA.
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Braida D, Zani A, Capurro V, Rossoni G, Pegorini S, Gori E, Sala M. Diazepam Protects Against the Enhanced Toxicity of Cocaine Adulterated With Atropine. J Pharmacol Sci 2008; 107:408-18. [DOI: 10.1254/jphs.08085fp] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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Fox HC, Talih M, Malison R, Anderson GM, Kreek MJ, Sinha R. Frequency of recent cocaine and alcohol use affects drug craving and associated responses to stress and drug-related cues. Psychoneuroendocrinology 2005; 30:880-91. [PMID: 15975729 DOI: 10.1016/j.psyneuen.2005.05.002] [Citation(s) in RCA: 118] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2004] [Revised: 02/24/2005] [Accepted: 05/02/2005] [Indexed: 11/30/2022]
Abstract
RATIONALE Stress is known to increase drug craving, associated physiological arousal and risk of relapse in drug dependent individuals. However, it is unclear whether these responses are altered by recent frequency of drug use. The current study examined whether frequency of cocaine and alcohol abuse alters drug craving and associated arousal with laboratory exposure to stress and to drug related cues. METHODS Fifty-four recently abstinent treatment-seeking cocaine abusers who were part of a study on stress and drug craving were categorized into high- and low-frequency users on the basis of their recent cocaine use. The high use cocaine group also consumed significantly more alcohol than the low use cocaine group. Participants were exposed to a brief 5-min guided imagery procedure that involved imagining a recent personal stressful situation, a personal drug-related situation and a neutral-relaxing situation, one imagery session on separate days presented in random order. Subjective (craving and anxiety), cardiovascular (heart rate, systolic blood pressure (SBP) and diastolic blood pressure (DBP)) and biochemical (adrenocorticotropic hormone (ACTH), cortisol, prolactin) measures were assessed. RESULTS High-frequency abusers demonstrated a significantly greater drug craving, anxiety and associated cardiovascular and hypothalamic-pituitary-adrenal (HPA) response to both stress and drug-cue exposure as compared to low-frequency abusers. CONCLUSIONS Increased frequency of recent cocaine and alcohol use is associated with an enhanced stress and cue-induced drug craving and arousal response that appears to be similar to the effects of cocaine, and one that may increase the vulnerability to drug-seeking behavior and relapse in drug dependent individuals.
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Affiliation(s)
- Helen C Fox
- Department of Psychiatry, Yale University School of Medicine, Substance Abuse Center, Connecticut Mental Health Center, New Haven, 06519, USA.
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Busse GD, Riley AL. Cocaine, but not alcohol, reinstates cocaine-induced place preferences. Pharmacol Biochem Behav 2004; 78:827-33. [PMID: 15301942 DOI: 10.1016/j.pbb.2004.05.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2004] [Revised: 05/13/2004] [Accepted: 05/29/2004] [Indexed: 11/19/2022]
Abstract
Alcohol has been reported to modulate the reinforcing and aversive properties of cocaine. Given these effects, the present study examined whether this interaction could be extended to cocaine seeking using the conditioned place preference (CPP) procedure. Specifically, 31 drug-naive, male Sprague-Dawley rats were injected every other day (for 8 days) with either 20 mg/kg cocaine or vehicle in an alternating sequence prior to being restricted to a drug or vehicle side of a place preference chamber for 30 min. On Day 9, subjects were given 15-min access to the entire chamber to assess compartment preference. Animals then underwent extinction by pairing both compartments with vehicle for an additional 8 days. Extinction was assessed in the same manner as place conditioning. The animals were then given priming injections of vehicle, 15 mg/kg cocaine, 0.5 or 1.0 g/kg alcohol on the day following the extinction test. Pairing 20 mg/kg cocaine with a specific compartment resulted in a significant place preference. Breaking the relation between the compartment and the drug by pairing both compartments with vehicle extinguished this preference. Interestingly, only 15 mg/kg cocaine was able to reinstate the cocaine-induced place preference, suggesting that the ability to reinstate cocaine seeking may be drug specific.
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Affiliation(s)
- Gregory D Busse
- Psychopharmacology Laboratory, Department of Psychology, American University, 4400 Massachusetts Avenue, NW, Washington, DC 20016, USA.
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Busse GD, Lawrence ET, Riley AL. The modulation of cocaine-induced conditioned place preferences by alcohol: effects of cocaine dose. Prog Neuropsychopharmacol Biol Psychiatry 2004; 28:149-55. [PMID: 14687869 DOI: 10.1016/j.pnpbp.2003.09.031] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Busse and Riley [Biol. Psychiatry 26 (2002) 1373] have recently reported that alcohol dose dependently attenuated cocaine-induced place preferences. Although the mechanism for this effect is not known, it is possible that it is due to alcohol potentiating the aversive properties of cocaine, a potentiation that masks or abates cocaine's rewarding effects in this preparation. Given that the affective properties of cocaine (both aversive and rewarding) have been reported to be dose dependent, it might be expected that alcohol's ability to affect cocaine-induced place preferences would be influenced by changes in cocaine dose. To address this possibility, the following experiments assessed the effects of alcohol (0.5 g/kg) on place preferences induced by high (20, 30 and 40 mg/kg: Experiment 1) and low (2.5 and 5 mg/kg; Experiment 2) doses of cocaine. Specifically, every other day for four cycles male Sprague-Dawley rats were injected with cocaine, alcohol or one of several cocaine/alcohol combinations immediately before being placed on one side of a two-compartment place preference chamber. On alternate days, they were placed on the other side of the chamber after being injected with the drug vehicle(s). In Experiment 1, all doses of cocaine (20, 30 and 40 mg/kg) produced a significant preference for the drug-paired compartment, whereas alcohol alone produced no effect. When given in combination, alcohol attenuated the cocaine-induced place preference (at 30 and 40 mg/kg cocaine). In Experiment 2, neither cocaine (2.5 or 5 mg/kg) nor alcohol produced a significant effect when given alone. However, animals receiving the combination of alcohol and cocaine (5 mg/kg) displayed a significant place preference. These findings indicate that alcohol can both weaken and strengthen cocaine-induced place preferences, possibly via its effects on the rewarding and aversive properties of cocaine. The effect of alcohol is dependent on the dose of cocaine.
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Affiliation(s)
- Gregory D Busse
- Psychopharmacology Laboratory, Department of Psychology, American University, 4400 Massachusetts Avenue, NW, Washington, DC 20016, USA.
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