Heroin Dependence

海洛因依赖
  • 文章类型: Journal Article
    返回使用,或复发,是治疗阿片类药物使用障碍(OUD)的主要挑战。复发可以由几个因素引起,包括暴露于药物条件的线索。确定成功的治疗方法以减轻提示引起的复发一直具有挑战性,也许是由于灭绝记忆回忆(EMR)缺陷。以前,基底外侧杏仁核(BLA)中雌二醇(E2)信号的抑制受损的海洛因提示EMR。通过以性别特异性方式拮抗BLA雌激素受体(ER),从而阻断男性的ERα,但是女性的ERβ,受损的EMR。然而,目前尚不清楚E2信号是否增加,在BLA或系统上,增强海洛因提示EMR。我们假设ERβ激动作用会以性别和地区特异性方式增强海洛因提示EMR。为了确定E2信令的容量以提高EMR,我们在几个翻译设计的实验中对ERβ进行了药理学处理。首先,雄性和雌性大鼠获得海洛因或蔗糖自我给药。接下来,在一个线索灭绝的过程中,我们服用了二芳基丙腈(DPN,ERβ激动剂)并在开阔的视野中测试了焦虑样行为。随后,我们在提示诱导的恢复测试中评估了EMR,最后,在几个脑区测量ERβ表达。在所有实验中,女性比男性服用更多的海洛因和蔗糖,并且在海洛因提示灭绝期间反应更大。在BLA中施用DPN仅增强女性的EMR,由ERβ对内存整合的影响驱动。有趣的是,然而,在几种不同的测试中,系统性DPN给药改善了男女海洛因线索的EMR,但不影响蔗糖提示EMR。对几个不同大脑区域的ERβ表达的免疫组织化学分析表明,雌性仅在BLA的基底核中有较高的ERβ表达。这里,在几个临床前实验中,我们证明ERβ激动可增强海洛因提示EMR,并且在对抗提示引起的复发方面具有潜在效用.
    Return to use, or relapse, is a major challenge in the treatment of opioid use disorder (OUD). Relapse can be precipitated by several factors, including exposure to drug-conditioned cues. Identifying successful treatments to mitigate cue-induced relapse has been challenging, perhaps due to extinction memory recall (EMR) deficits. Previously, inhibition of estradiol (E2) signaling in the basolateral amygdala (BLA) impaired heroin-cue EMR. This effect was recapitulated by antagonism of BLA estrogen receptors (ER) in a sex-specific manner such that blocking ERα in males, but ERβ in females, impaired EMR. However, it is unclear whether increased E2 signaling, in the BLA or systemically, enhances heroin-cue EMR. We hypothesized that ERβ agonism would enhance heroin-cue EMR in a sex- and region-specific manner. To determine the capacity of E2 signaling to improve EMR, we pharmacologically manipulated ERβ across several translationally designed experiments. First, male and female rats acquired heroin or sucrose self-administration. Next, during a cued extinction session, we administered diarylpropionitrile (DPN, an ERβ agonist) and tested anxiety-like behavior on an open field. Subsequently, we assessed EMR in a cue-induced reinstatement test and, finally, measured ERβ expression in several brain regions. Across all experiments, females took more heroin and sucrose than males and had greater responses during heroin-cued extinction. Administration of DPN in the BLA enhanced EMR in females only, driven by ERβ\'s impacts on memory consolidation. Interestingly, however, systemic DPN administration improved EMR for heroin cues in both sexes across several different tests, but did not impact sucrose-cue EMR. Immunohistochemical analysis of ERβ expression across several different brain regions showed that females only had greater expression of ERβ in the basal nucleus of the BLA. Here, in several preclinical experiments, we demonstrated that ERβ agonism enhances heroin-cue EMR and has potential utility in combatting cue-induced relapse.
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  • 文章类型: Journal Article
    在美国,非法制造的芬太尼(IMF)产品和过量死亡中越来越多地发现了赛拉嗪;大多数涉及赛拉嗪的过量死亡涉及IMF。在2022年7月至2023年9月期间,从接受物质使用治疗评估的人群中确定了18岁以上的美国成年人的便利样本。使用成瘾严重程度指数-多媒体版本临床评估工具收集数据。在43,947名成年人中,6,415(14.6%)报告国际货币基金组织或海洛因是他们一生中主要的物质使用问题;5,344(12.2%)报告最近(即过去30天)国际货币基金组织或海洛因使用。在报告国际货币基金组织或海洛因是他们一生中主要的物质使用问题的成年人中,817(12.7%)报告曾使用赛拉嗪。在报告最近使用国际货币基金组织或海洛因的成年人中,443(8.3%)报告最近使用赛拉嗪。在最近报告国际货币基金组织或海洛因使用或作为其主要终生物质使用问题的成年人中,报告使用赛拉嗪的人报告过去任何药物的非致命性过量的中位数为两次,而未报告使用赛拉嗪的人的中位数为一次过量;报告使用赛拉嗪的人中,有较高百分比报告最近使用其他物质和多物质。提供非判断性护理和服务,包括纳洛酮,伤口护理,以及在有效的物质使用治疗中与人的联系和保留,可能会减少危害,包括报告使用赛拉嗪的人服用过量。
    Xylazine has been increasingly detected in illegally manufactured fentanyl (IMF) products and overdose deaths in the United States; most xylazine-involved overdose deaths involve IMF. A convenience sample of U.S. adults aged ≥18 years was identified from those evaluated for substance use treatment during July 2022-September 2023. Data were collected using the Addiction Severity Index-Multimedia Version clinical assessment tool. Among 43,947 adults, 6,415 (14.6%) reported IMF or heroin as their primary lifetime substance-use problem; 5,344 (12.2%) reported recent (i.e., past-30-day) IMF or heroin use. Among adults reporting IMF or heroin as their primary lifetime substance-use problem, 817 (12.7%) reported ever using xylazine. Among adults reporting recent IMF or heroin use, 443 (8.3%) reported recent xylazine use. Among adults reporting IMF or heroin use recently or as their primary lifetime substance-use problem, those reporting xylazine use reported a median of two past nonfatal overdoses from any drug compared with a median of one overdose among those who did not report xylazine use; as well, higher percentages of persons who reported xylazine use reported other recent substance use and polysubstance use. Provision of nonjudgmental care and services, including naloxone, wound care, and linkage to and retention of persons in effective substance use treatment, might reduce harms including overdose among persons reporting xylazine use.
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  • 文章类型: Journal Article
    伏隔核(NAc)和内囊前肢(ALIC)是使用深部脑刺激(DBS)治疗成瘾的有效靶标。然而,目前还没有关于人类单细胞水平上成瘾核的电生理特性的报道。本研究旨在探讨成瘾患者DBS手术期间使用微电极记录(MER)的NAc和ALIC中神经元的电活动特征,包括6名成瘾患者(5名海洛因成瘾和1名酒精成瘾)。通过合并FrameLink系统中的术前和术后图像,重建了微电极记录轨迹,并确定了不同深度的记录位点。结果表明,在256个神经元中,204(80%)为爆发神经元。NAc神经元占多数(57%),平均放电率(MFR)最高(1.94Hz)。ALIC神经元占最少(14%),MFR最低(0.44Hz)。MFR在进入NAc后增加,在离开ALIC后降低。在使用DBS治疗的成瘾患者中,发现不同细胞核的单细胞水平的电生理特征在手术轨迹上是不同的。
    The nucleus accumbens (NAc) and the anterior limb of internal capsule (ALIC) are effective targets for treating addiction using deep brain stimulation (DBS). However, there have been no reports on the electrophysiological characteristics of addiction nuclei at the single-cell level in humans. This study aimed to investigate the electrical activity characteristics of neurons in the NAc and ALIC using microelectrode recording (MER) during DBS surgery in patients with addiction, and six patients with addiction were included (five with heroin addiction and one with alcohol addiction). The microelectrode recording trajectories were reconstructed and recording sites at different depths were determined by merging the pre- and post-operative images in the FrameLink system. The results showed that among the 256 neurons, 204 (80 %) were burst neurons. NAc neurons accounted for the majority (57 %), and the mean firing rate (MFR) was the highest (1.94 Hz). ALIC neurons accounted for the least (14 %), and MFR was the lowest (0.44 Hz). MFR increased after entering the NAc and decreased after entering the ALIC. In the patients with addiction treated using DBS, the single-cell level electrophysiological characteristics of the different nuclei were found to be distinct along the surgical trajectory.
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  • 文章类型: Journal Article
    背景:世界卫生组织已确定美沙酮维持治疗(MMT)是减少患者对海洛因依赖的最有效治疗方法。在台湾,自2006年以来,MMT一直被用作减少海洛因危害的战略。尽管已经在监狱样本中定量检查了MMT在减少海洛因成瘾方面的有效性,很少关注海洛因成瘾患者接受MMT的经验和观点。这项研究旨在解决科学知识方面的这一差距。
    目的:本研究的目的是调查在社区接受MMT的海洛因成瘾患者的经历。
    方法:本研究采用了定性描述性研究方法和半结构化访谈。我们采访了14名在台湾中部医疗中心接受MMT的参与者。所有的采访数据都被记录下来,转录,并使用定性内容分析进行分析。
    结果:出现了四个主题:(a)改变生活的机会,(b)MMT的帮助,(c)被限制和控制的感觉。(d)需要支持。
    结论:这篇文章填补了目前学者对患者经验及其对MMT有用性的观点的理解的空白。了解患者的经验和观点对于告知和制定临床实践和MMT政策的具体策略至关重要。临床专业人员应评估患者的需求和担忧,以确定当前的治疗计划是否满足患者的需求和担忧。政策制定者应设计更灵活的政策,以促进患者更容易获得美沙酮,以降低复发风险。
    BACKGROUND: The World Health Organization has identified methadone maintenance therapy (MMT) as the most effective treatment for reducing patient dependence on heroin. In Taiwan, MMT has been used as a heroin harm reduction strategy since 2006. Although the effectiveness of MMT in reducing heroin addiction has been examined quantitatively in prison samples, little attention has been paid to the experiences and perspectives of patients with heroin addiction receiving MMT. This study was designed to address this gap in scientific knowledge.
    OBJECTIVE: The aim of this study was to investigate the experiences of individuals struggling with heroin addiction who are receiving MMT in the community.
    METHODS: A qualitative descriptive research approach and semistructured interviews were used in this study. We interviewed 14 participants who had received MMT in a medical center in central Taiwan. All of the interview data were recorded, transcribed, and analyzed using qualitative content analysis.
    RESULTS: Four themes emerged: (a) a chance to change one\'s life, (b) the helpfulness of MMT, (c) a sense of being restricted and controlled, and (d) need for support.
    CONCLUSIONS: This article fills a gap in current scholarly understanding of patient experiences and their perspectives on the helpfulness of MMT. Understanding patient experiences and perspectives is critical to informing and developing concrete strategies for clinical practice and MMT policy. Clinical professionals should assess patient needs and concerns to determine whether they are met by current treatment programs. Policymakers should design more flexible policies to facilitate easier access by patients to methadone to reduce the risk of relapse.
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  • 文章类型: Journal Article
    药物依赖是一种慢性脑疾病,其特征是渴望和复发的反复发作。曲马多盐酸盐是戒断症状管理的有前途的药物,考虑到其相对较低的滥用潜力和安全性。口服给药,然而,在禁欲维护程序中不是首选。介绍一种可植入的,建议使用长效配方来帮助门诊戒断计划实现更高的治疗延续率。通过湿法在聚己内酯聚合物带上制备曲马多植入物(T350和T650)。雄性Wistar大鼠以递增剂量(3-30mg/kg,腹膜内,14天)。通过手术将植入物植入大鼠的背部皮肤中。14天后,记录CPP评分.纳洛酮(1mg/kg,腹膜内)用于在第15天诱导戒断,并对症状进行评分。对焦虑相关症状进行了高架迷宫和野外测试。纹状体分析了多巴胺中反映的神经化学变化,3,4-二羟基苯乙酸,γ-氨基丁酸,和血清素水平。评估了包括谷胱甘肽和脂质过氧化物在内的脑氧化变化。曲马多植入物(T350和T650)减少了海洛因的CPP,并限制了纳洛酮引起的戒断症状。纹状体显示3,4-二羟苯基乙酸的含量增加,海洛因戒断诱导后5-羟色胺和γ-氨基丁酸和多巴胺水平下降,植入T350和T650后逆转。植入物恢复大脑氧化状态。在幼稚受试者中使用植入物后,纳洛酮诱导的戒断评分不显着,表明植入物的滥用潜力较低。所提出的曲马多植入物可有效减少大鼠的海洛因CPP和戒断,建议进一步研究在阿片类药物戒断管理中的应用。
    Drug dependence is a chronic brain disease characterized by craving and recurrent episodes of relapse. Tramadol HCl is a promising agent for withdrawal symptoms management, considering its relatively low abuse potential and safety. Oral administration, however, is not preferred in abstinence maintenance programs. Introducing an implantable, long-lasting formula is suggested to help outpatient abstinence programs achieve higher rates of treatment continuation. Tramadol implants (T350 and T650) were prepared on polycaprolactone polymer ribbons by the wet method. Male Wistar rats were adapted to heroin-conditioned place preference (CPP) at escalating doses (3-30 mg/kg, intraperitoneally, for 14 days). Implants were surgically implanted in the back skin of rats. After 14 days, the CPP score was recorded. Naloxone (1 mg/kg, intraperitoneally) was used to induce withdrawal on day 15, and symptoms were scored. Elevated plus maze and open field tests were performed for anxiety-related symptoms. Striata were analyzed for neurochemical changes reflected in dopamine, 3,4-dihydroxyphenyl acetic acid, gamma-aminobutyric acid, and serotonin levels. Brain oxidative changes including glutathione and lipid peroxides were assessed. The tramadol implants (T350 and T650) reduced heroin CPP and limited naloxone-induced withdrawal symptoms. The striata showed increased levels of 3,4-dihydroxyphenyl acetic acid, and serotonin and decreased levels of gamma-aminobutyric acid and dopamine after heroin withdrawal induction, which were reversed after implanting T350 and T650. Implants restore the brain oxidative state. Nonsignificant low naloxone-induced withdrawal score after the implant was used in naive subjects indicating low abuse potential of the implants. The presented tramadol implants were effective at diminishing heroin CPP and withdrawal in rats, suggesting further investigations for application in the management of opioid withdrawal.
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  • 文章类型: Journal Article
    本研究旨在探讨戒毒对普通话语音声学特征的影响。收集了66名戒毒不同时间戒毒的男性海洛因使用者的言语录音,特别是排毒时间少于2年的早期戒毒使用者,持续戒毒2年的使用者,以及排毒时间超过2年的长期戒毒使用者。声学分析的结果表明,早期戒断用户的响度较低,F1、F2和F3的相对能量,较高的H1-A3和较少的响度峰值/秒,以及更长的无声片段平均持续时间,与持续和长期禁欲的用户相比。研究结果表明,戒毒可能会导致戒断海洛因使用者的言语康复过程(例如,声音嘶哑较少)。本研究不仅为戒毒对言语产生的影响提供了有价值的见解,而且为海洛因使用者的言语康复和戒毒治疗提供了理论依据。
    This study aims to investigate the effect of detoxification on acoustic features of Mandarin speech. Speech recordings were collected from 66 male abstinent heroin users with different durations of drug detoxification, specifically early abstinent users with a detoxification duration of less than 2 years, sustained abstinent users with 2 years of detoxification, and long-term abstinent users with a detoxification duration of more than 2 years. The results of the acoustic analyses showed that early abstinent users exhibited lower loudness, relative energies of F1, F2, and F3, higher H1-A3, and fewer loudness peaks per second, as well as a longer average duration of unvoiced segments, compared to the sustained and long-term abstinent users. The findings suggest that detoxification may lead to a rehabilitation process in the speech production of abstinent heroin users (e.g., less vocal hoarseness). This study not only provides valuable insights into the effect of detoxification on speech production but also provides a theoretical basis for the speech rehabilitation and detoxification treatment of heroin users.
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  • 文章类型: Journal Article
    阿片类药物使用障碍是一种主要的公共卫生危机,表现为持续的寻药行为和高复发频率。大多数可用的治疗依赖于使用不提供持续症状缓解的小分子靶向阿片受体。心理可塑性原是一类新型的非阿片类药物,对神经元可塑性产生快速和持续的影响,旨在产生治疗益处。ibogalogs是iboga生物碱的合成衍生物,缺乏致幻或不良副作用。在目前的研究中,我们研究了DM506的治疗潜力,这是一种缺乏任何心脏毒性或致幻作用的新型ibogalog,在海洛因自我管理后的线索诱导的寻求行为中。在40mg/kg的单次全身剂量下,在海洛因自我给药后的禁欲第1天(AD1),DM506显着降低了雄性和雌性大鼠的提示诱导的寻求。在AD14重新测试提示诱导的寻求后,我们发现接受DM506的男性继续显示提示诱导的寻求减少,在女性中没有观察到的效果。由于有证据表明迷幻药会影响补品GABA电流,和阿片样物质和精神病原介导的神经适应在内侧前额叶皮质(PrL)的基础上,其功能作用,我们对急性应用或长期孵育DM506的未用药大鼠的PrL切片进行了膜片钳记录.在用DM506孵育2小时的切片中,TonicGABA电流降低。qPCR分析未显示在AD1接受媒介物或DM506的海洛因和盐水自给动物中AD14时GABAA受体α和δ亚基的mRNA水平有任何差异。总的来说,我们的数据表明,DM506减弱了线索诱导的海洛因寻找,并抑制了前边缘皮层的补品GABA电流.
    Opioid use disorder is a major public health crisis that is manifested by persistent drug-seeking behavior and high relapse frequency. Most of the available treatments rely on targeting opioid receptors using small molecules that do not provide sustained symptom alleviation. Psychoplastogens are a novel class of non-opioid drugs that produce rapid and sustained effects on neuronal plasticity, intended to produce therapeutic benefits. Ibogalogs are synthetic derivatives of iboga alkaloids that lack hallucinogenic or adverse side effects. In the current study, we examine the therapeutic potential of DM506, a novel ibogalog lacking any cardiotoxic or hallucinogenic effects, in cue-induced seeking behavior following heroin self-administration. At a single systemic dose of 40 mg/kg, DM506 significantly decreased cue-induced seeking in both male and female rats at abstinence day 1 (AD1) following heroin self-administration. Upon re-testing for cue-induced seeking at AD14, we found that males receiving DM506 continued to show decreased cue-induced seeking, an effect not observed in females. Since there is evidence of psychedelics influencing tonic GABA currents, and opioid and psychoplastogen-mediated neuroadaptations in the medial prefrontal cortex (PrL) underlying its functional effects, we performed patch-clamp recordings on PrL slices of drug-naïve rats with an acute application or chronic incubation with DM506. Tonic GABA current was decreased in slices incubated with DM506 for 2 h. qPCR analysis did not reveal any differences in the mRNA levels of GABAA receptor α and δ subunits at AD14 in heroin and saline self-administered animals that received vehicle or DM506 at AD1. Overall, our data indicate that DM506 attenuates cue-induced heroin seeking and inhibits tonic GABA current in the prelimbic cortex.
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  • 文章类型: Journal Article
    海洛因使用和处方阿片类药物滥用(POM)与外化和内化特征的关联模式有所不同。本研究检查了海洛因使用和POM是否显示出与行为障碍(CD)症状的不同病因重叠,成人反社会行为(AAB),和重度抑郁发作(MDE),如何将海洛因的使用和POM聚集成单一表型可能会产生偏差,探索潜在的性别差异。来自澳大利亚双胞胎登记处的七千一百六十四个双胞胎(ATR;59.81%的女性;Mage=30.58岁)报告了终生使用海洛因,POM,CD症状,AAB,以及半结构化访谈中的MDE症状。生物识别模型将表型方差和协方差分解为加性遗传,常见的环境,和独特的环境影响。海洛因使用差异的比例可归因于与CD共有的因素,AAB,MDE,分别,是41%,41%,男性为0%,26%,19%,女性占42%;POM,比例为33%,35%,男性20%和15%,9%,女性占13%。CD和AAB与女性使用海洛因和男性使用POM的遗传相关性更强。在男性中,MDE与POM的遗传相关性高于与海洛因的使用,但在女性中,与海洛因的使用比POM的基因相关性更强。使用总阿片类药物(MIS)使用变量的分析偏向于POM,这是更普遍的表型。病因影响的程度和来源可能因阿片类药物(误用)的形式和性别而异。可能需要在未来的阿片类药物研究中对海洛因的使用和POM进行汇总。(PsycInfo数据库记录(c)2024APA,保留所有权利)。
    Patterns of association with externalizing and internalizing features differ across heroin use and prescription opioid misuse (POM). The present study examined whether heroin use and POM display differential etiologic overlap with symptoms of conduct disorder (CD), adult antisocial behavior (AAB), and major depressive episodes (MDEs), how aggregating heroin use and POM into a single phenotype may bias results, and explored potential sex differences. Seven thousand one hundred and sixty-four individual twins from the Australian Twin Registry (ATR; 59.81% female; Mage = 30.58 years) reported lifetime heroin use, POM, CD symptoms, AABs, and MDE symptoms within a semi-structured interview. Biometric models decomposed phenotypic variance and covariance into additive genetic, common environmental, and unique environmental effects. The proportion of variance in heroin use attributable to factors shared with CD, AAB, and MDE, respectively, was 41%, 41%, and 0% for men and 26%, 19%, and 42% for women; for POM, the proportions were 33%, 35%, and 20% for men and 15%, 9%, and 13% for women. CD and AAB were more strongly genetically correlated with heroin use among women and with POM among men. MDE was more strongly genetically correlated with POM than with heroin use among men, but more strongly genetically correlated with heroin use than with POM among women. Analyses using an aggregate opioid (mis)use variable were biased toward POM, which was the more prevalent phenotype. Magnitude and source of etiologic influence may differ across forms of opioid (mis)use and sex. Disaggregating heroin use and POM in future opioid research may be warranted. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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  • 文章类型: Journal Article
    目的:确定自我报告使用海洛因后到我们毒理学部门就诊的患者是否有芬太尼或其类似物的尿液免疫测定阳性。
    方法:在床边对同意患者的尿液样本进行了阿片类药物或芬太尼及其类似物的检测。
    结果:在30个月的时间内,招募了58名患者。所有样本的阿片类药物检测呈阳性,但没有人检测出芬太尼或其类似物呈阳性.
    结论:在向我们在布里斯班的毒理学部门就诊的患者中,我们没有发现任何自我报告海洛因暴露患者的尿液中芬太尼或其类似物呈阳性的病例.
    OBJECTIVE: To determine if patients presenting to our toxicology unit following self-reported heroin use had positive urine immunoassay testing for fentanyl or its analogues.
    METHODS: Urine samples from consenting patients were tested at the bedside for the presence of opiates or fentanyl and its analogues.
    RESULTS: Over a 30-month period, 58 patients were recruited. All samples tested positive for opiates, but none tested positive for fentanyl or its analogues.
    CONCLUSIONS: In patients presenting to our toxicology unit in Brisbane, we did not find any cases where the urine of patients self-reporting heroin exposure tested positive for fentanyl or its analogues.
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  • 文章类型: Journal Article
    背景:先前的研究表明,个体及其同伴通常具有相似的物质使用行为,但是驱动这些相似性的机制——特别是在农村环境中,不是很了解。本分析的主要目标是:(1)确定农村吸毒人员网络(PWUD)中有助于关系周转和维持的因素,(2)确定是否同化和/或同形参与者使用注射药物,海洛因,和兴奋剂(甲基苯丙胺和可卡因),(3)评估这些机制影响网络关系和/或行为的程度,以及这些影响是否随时间变化。
    方法:在基线(2008-2010)和大约每半年进行的四次随访中,从肯塔基州东部农村的PWUD队列中收集了社会计量网络数据。随机角色导向模型(SAOMS)用于将网络结构和参与者行为建模为联合因变量,并识别与维护相关的特征。溶出度,网络联系的形成和吸毒行为的变化。
    结果:研究结果表明(1)随着时间的推移,互惠和传递关系的网络稳定性更高,(2)同质性和同化在塑造注射毒品使用(IDU)的开始和停止方面比在塑造海洛因和兴奋剂使用方面发挥更大的作用,(3)这些机制的重要性随着时间的推移似乎是一致的。
    结论:鉴于特定网络结构的稳定性以及在药物使用行为方面的同质性和同化性的证据,利用社交网络的干预措施可用于激励健康促进行为。
    Prior studies have shown that individuals and their peers often have similar substance use behaviors, but the mechanisms driving these similarities - particularly in rural settings, are not well understood. The primary objectives of this analysis are to (1) identify factors that contribute to relationship turnover and maintenance within a rural network of persons who use drugs (PWUD), (2) determine whether assimilation and/or homophily shape participants use of injection drugs, heroin, and stimulants (methamphetamine and cocaine), and (3) assess the extent that these mechanisms influence networks ties and/or behaviors and whether these effects vary across time.
    Sociometric network data were collected from a cohort of PWUD in rural Eastern Kentucky at baseline (2008-2010) and at four follow-up visits conducted approximately semiannually. Stochastic actor-oriented models (SAOMS) were used to model network structure and participant behaviors as jointly dependent variables and to identify characteristics associated with the maintenance, dissolution, and formation of network ties and changes in drug use behaviors.
    Findings suggest (1) greater network stability over time for reciprocal and transitive relationships, (2) both homophily and assimilation played a greater role in shaping injection drug use (IDU) initiation and cessation than they did in shaping heroin and stimulant use, and (3) the importance of these mechanisms appeared consistent over time.
    Given the stability of particular network structures and evidence of both homophily and assimilation with respect to drug-use behaviors, interventions that leverage social networks could be used to motivate health-promoting behaviors.
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