[Objectives]To establish a new management model for rational use of perioperative antibacterial drugs in surgical departments.[Methods]Based on evidence-based medicine,the department s drug pathway was formulated,and ...[Objectives]To establish a new management model for rational use of perioperative antibacterial drugs in surgical departments.[Methods]Based on evidence-based medicine,the department s drug pathway was formulated,and the new mode of rational drug use control was established by using fine pharmaceutical technology intervention,and the intervention effect was evaluated by the intensity of antibacterial drug use,per capita drug costs and the proportion of drugs.[Results]After adopting drug pathway in departments,the intensity of antibacterial drug use,per capita drug costs and the proportion of drugs decreased significantly,and the effect of rational drug use control was remarkable.[Conclusions]The drug pathway provides a new management and control mode for the rational use of perioperative antibacterial drugs in surgical departments of hospitals.Thus,it is worthy of popularization and application.展开更多
<strong>Background:</strong> Diabetes mellitus (DM) is a syndrome of chronically elevated glucose level in the blood either due to insulin resistance, insulin deficiency or both. In addition, it may occur ...<strong>Background:</strong> Diabetes mellitus (DM) is a syndrome of chronically elevated glucose level in the blood either due to insulin resistance, insulin deficiency or both. In addition, it may occur due to defective metabolism of carbohydrates, fats and proteins. There are 3 main types of DM: Type 2 DM is more prevalent in adults and is typically due to relative insulin deficiency, deficiency of insulin in children leads to DM type 1;and lastly, gestational diabetes occurs during pregnancy resulting from an imbalance of placental hormones. <strong>Introduction:</strong> Insulin, Biguanides and Sulfonylureas are some of the drug classes used to treat DM. However, their use is complicated by numerous side effects, such as;hypoglycemia & weight gain from insulin and sulfonylureas;lactic acidosis, vitamin B12 deficiency and gastrointestinal upset with metformin. Route of administration and cost are also important factors to consider when prescribing. It is for this reason the quest for newer, safer and easier to administer drugs is ongoing. <strong>Methodology:</strong> Used all the articles available on anti Diabetic drugs on web especially in British Medical Journal, Elsevier, Pubmed, Google scholar and Wikipedia etc. Got a final review article to compare the older and newer anti Diabetic drugs. <strong>Results and Conclusion:</strong> Insulin is good for controlling acute hyperglycemic states in DM but it causes acute hypoglycemia and lipodystrophy. Metformin is good hypoglycemic and easily available but causes hypoglycemia, metallic taste, Lactic acidosis and B12 deficiency. Sulfonylureas are good hypoglycemic but causes severe hypoglycemia acutely and weight gain so contraindicated for obese or hypertensive patients. While newer antidiabetics such as GLP 1 agonists increases insulin secretions has very low risk of hypoglycemia, causes weight loss as compared to insulin and decreases risk of cardiovascular side effects but still can’t be used in renally impaired patients, causes pancreatitis and can not be given in gastroparesis patients, similarly a newer drug of this class known as LY2189265 has long halflife of 90 hours, better efficacy, but causes pancreatitis and increase diastolic BP in high doses, pancreatitis is not associated with lixisenatide (GLP 1 agonist), while DPP4 inhibitors which increases GLP 1 in body has less risk of hypoglycemia, GI side effects, are weight neutral can be used in CKD but causes headaches and Nasopharyngitis. Bromocriptine or pegvisomant are used in patients of growth hormones adenoma induced DM as a medical therapy but are associated with psychosis and hallucinations. Meglitinides increases insulin secretion and has minuscule risk of hypoglycemia but can not be used in CKD patients. Otelixizumab and Teplizumab decrease T cell functions and save beta cells from immune reactions used in DM 1 but cause immune suppression and is an orphan drug. Recombinant GAD used in vaccines decreased antibody mediated beta cell damage but is still under studies.展开更多
Objective The mode of human immunodeficiency virus(HIV) transmission via injection drug use(IDU)still exists, and the recent shift in IDU-related transmission of HIV infection is largely unknown. The purpose of this s...Objective The mode of human immunodeficiency virus(HIV) transmission via injection drug use(IDU)still exists, and the recent shift in IDU-related transmission of HIV infection is largely unknown. The purpose of this study was to analyze the spatiotemporal sources and dynamics of HIV-1 transmission through IDU in Guangxi.Methods We performed a molecular epidemiological investigation of infections across Guangxi from2009 to 2019. Phylogenetic and Bayesian time-geographic analyses of HIV-1 sequences were performed to confirm the characteristics of transmission between IDUs in combination with epidemiological data.Results Among the 535 subjects, CRF08_BC(57.4%), CRF01_AE(28.4%), and CRF07_BC(10.7%) were the top 3 HIV strains;72.6% of infections were linked to other provinces in the transmission network;93.6% of sequence-transmitted strains were locally endemic, with the rest coming from other provinces,predominantly Guangdong and Yunnan;92.1% of the HIV transmission among people who inject drugs tended to be transmitted between HIV-positive IDUs.Conclusion HIV recombinants were high diversity, and circulating local strains were the transmission sources among IDUs in Guangxi. However, there were still cases of IDUs linked to other provinces.Coverage of traditional prevention strategies should be expanded, and inter-provincial collaboration between Guangxi, Yunnan, and Guangdong provinces should be strengthened.展开更多
Plateau is characterized by low oxygen,low pressure,strong radiation,cold and dryness,among which low oxygen is the main factor that affects the normal life activities of human body.Altitude hypoxia leads to significa...Plateau is characterized by low oxygen,low pressure,strong radiation,cold and dryness,among which low oxygen is the main factor that affects the normal life activities of human body.Altitude hypoxia leads to significant changes in the metabolic characteristics of drugs in vivo,which in turn affects the efficacy and adverse actions of drugs.This paper summarizes the present situation of rational drug use in plateau area and pinpoints the existing problems.Meanwhile,we posit the strategies and measures for realizing rational and precise pharmacotherapy of plateau residents.First,we need to acquire a panoramic view of differential and relative pharmacokinetics and pharmacodynamics in between plateau area and plain area by carrying out comparative studies on drug metabolisms and on comprehensive drug efficacies and mechanisms.Second,we must apply the findings from basic research to clinical practice and formulate guidelines and recommendations of drug use for plateau habitants.Finally,we should eventually achieve precise and individualized drug use for plateau habitants based on their characteristic etiology and pathogenesis.展开更多
Background:Drug utilization evaluation(DUE)is defined by the World Health Organization(WHO)and focuses on the medical,social,and economic consequences of pharmaceutical marketing,distribution,prescribing,and usage in ...Background:Drug utilization evaluation(DUE)is defined by the World Health Organization(WHO)and focuses on the medical,social,and economic consequences of pharmaceutical marketing,distribution,prescribing,and usage in society.The WHO recommends a physician to every 1000 people.According to the recent data from the Health Ministry in 2019,in which 1.16 million doctors are of active population with just 80%,or 0.9 million,practicing.As a result,a ratio of 0.68 doctors for every 1000 people,which is much below as per the WHO reports.This article describes history,types,WHO guidelines,need and purpose of DUE.Objective:The main aim of this paper is to provide information about the rational use of medication in outpatient and inpatient department with special emphasis of DUEs.It also provides awareness directly to healthcare professionals,researchers,academicians,pharmacist and nurses to reduce the irrationality of medicines.Methods:The method used to compile this review information gathered from websites,Google scholar,PubMed,Research gate,and studies published on DUE from July 20 to Oct 22 were included as source of information.Results:We studied more than 35 published study on DUE,that reveals most of the physicians prescribed branded drugs not generic drugs,but WHO prescribing indicator allows to prescribe generic drugs in the hospital pharmacy to maintain better inventory control.It may also help to prevent pharmacist misunderstanding during dispensing.Conclusion:The use of generic prescription names avoids the possibility of medication product duplication and lowers patient costs.It is important to remember that incorrect medication prescriptions have impact on both patients and their family members.WHO indicators identify irrational prescribing behaviours to make therapy more rational and cost-effective.展开更多
Background: This study, it was aimed to determine the level of knowledge, attitudes, and behaviors of patients who applied to a family health center about the rational use of drugs. Irrational use of drugs is a major ...Background: This study, it was aimed to determine the level of knowledge, attitudes, and behaviors of patients who applied to a family health center about the rational use of drugs. Irrational use of drugs is a major problem worldwide. WHO reports that half of the patients do not use their drugs correctly. Methods: This cross-sectional study was conducted between 1 October 2017 and 30 November 2018 at Istanbul Fatih Family Health Center No 7. The sample size was determined as 301 people selected by systematic sampling method from patients aged 18 and older. Results: The mean age of the participants was 53.8% ± 16.8%, 59.8% were female, 62.5% were married, and 52.5% were primary school graduates. 63.9% of the participants knew the names of the drugs they used, and 79.9% of them knew the indication for use. 89% of individuals check the expiry date of the drugs before using them, and 83.1% read the drug prospectus. 84% of the participants support the prohibition of using over-the-counter drugs. Conclusion: The level of knowledge of the participants about the rational use of drugs is above the societal average. However, some issues need more awareness. The high level of rational use of drugs awareness of physicians and pharmacists will also strengthen the rational use of drugs and indirectly increase the awareness of the public.展开更多
Objective: To investigate and analyze the irrational problems of common gastroenterology medications applied to gastroenterology patients during treatment, and to develop and implement countermeasures. Methods: This s...Objective: To investigate and analyze the irrational problems of common gastroenterology medications applied to gastroenterology patients during treatment, and to develop and implement countermeasures. Methods: This study included 60 patients admitted to the Department of Gastroenterology from January 2021 to December 2023 who were randomly divided into a control group (conventional drug management) and an observation group (targeted drug treatment), of 30 cases each. After the implementation of different management methods, the occurrence of irrational drug use and the incidence of adverse reactions between both groups were compared and statistically analyzed. Results: The incidence of irrational medication in the observation group (13.33%) was lower than that in the control group (40.00%) (P < 0.05). The occurrence of adverse reactions in the observation group (10.00%) was lower than that of the control group (36.67%) after treatment (P < 0.05). The observation group had a higher level of satisfaction after treatment (90.00%) as compared to the control group (66.67%) (P < 0.05). Conclusion: Implementation of targeted drug treatment for gastroenterology patients reduced the incidence of irrational medication use, reduced adverse reactions, and improved patient satisfaction.展开更多
After nearly three decades of being virtually drug free, use of heroin and other illicit drugs has re-emerged in China as a major public health problem. One result is that drug abuse, particularly heroin injection, ha...After nearly three decades of being virtually drug free, use of heroin and other illicit drugs has re-emerged in China as a major public health problem. One result is that drug abuse, particularly heroin injection, has come to play a predomi- nant role in fueling China’s AIDS epidemic. The first outbreak of HIV among China’s IDUs was reported in the border area of Yunnan province between China and Myanmar where drug trafficking is heavy. Since then drug-related HIV has spread to all 31 provinces, autonomous regions and municipalities. This paper provides an overview to HIV/AIDS transmission through injection drug use in China. It begins with a brief history of the illicit drug trade in China, followed by a discussion of the emergence of drug related AIDS, and a profile of drug users and their sexual partners who have contracted the virus or who are vulnerable to infection. It ends by summarizing three national strategies being used by China to address both drug use and AIDS as major health threats.展开更多
BACKGROUND Problematic Internet use(PIU)or Internet addiction has been recognized to be a behavioral addiction characterized by excessive or poorly controlled preoccupations,urges,or behaviors regarding computer use a...BACKGROUND Problematic Internet use(PIU)or Internet addiction has been recognized to be a behavioral addiction characterized by excessive or poorly controlled preoccupations,urges,or behaviors regarding computer use and Internet access that leads to impairment or distress resembling substance abuse.AIM To investigate the prevalence and characteristics of Internet use and abuse in a group of drug addicts from Southern Italy,by means of a specific questionnaire[“Questionario sull’Utilizzo delle Nuove Tecnologie”(QUNT)].METHODS All subjects(183)were heavy smokers,almost 50%of them used heroin and/or opioid compounds,30%alcohol,10%cannabis,8%cocaine,and 5%were polydrug users.Almost 10%of the individuals were also suffering from gambling disorder.RESULTS The time spent online was more than 4 hours a day in the total sample,with a slight prevalence in male subjects.Cocaine and cannabis users spent more than 6 hours online,significantly more than opioid and alcohol abusers.Distribution of the QUNT factors was not different in both sexes.Cocaine users showed higher scores at the“loss of control”,“pornography addiction”,and“addiction to social networks”factors,for the stimulant effect of this substance.Moreover,15 out of the total 17 cocaine users were pathological gamblers.Positive and statistically significant relationships were observed between some QUNT factors and body mass index.CONCLUSION These findings indicate that PIU is less severe in subjects taking sedative substances,such as heroin/opioids and alcohol,than in subjects taking stimulants.Alternatively,it may be used as a“stimulant”trigger in cocaine and cannabis users.Flattening effect of abuse drugs was noted on possible sex-related differences in QUNT items.We observed a sort of“protective”effect of a love relationship and/or living together with a partner,as those engaged subjects showed lower scores on different items than single subjects or those living alone.The relationship between time spent online(and related sedentary lifestyle)and body mass index would suggest that Internet use might be a contributing factor to increasing weight gain and obesity amongst adolescents and young adults worldwide.Our findings also highlighted the specific vulnerability of drug addicts who use stimulants,rather than sedative compounds,to other kinds of behavioral addictions,such as gambling disorder.展开更多
Objective This study aimed to assess the associations between maternal drug use,cytochrome P450(CYP450)genetic polymorphisms,and their interactions with the risk of congenital heart defects(CHDs)in offspring.Methods A...Objective This study aimed to assess the associations between maternal drug use,cytochrome P450(CYP450)genetic polymorphisms,and their interactions with the risk of congenital heart defects(CHDs)in offspring.Methods A case-control study involving 569 mothers of CHD cases and 652 controls was conducted from November 2017 to January 2020.Results After adjusting for potential confounding factors,the results show that mothers who used ovulatory drugs(adjusted odds ratio[a OR]=2.12;95% confidence interval[CI]:1.08-4.16),antidepressants(a OR=2.56;95%CI:1.36-4.82),antiabortifacients(a OR=1.55;95%CI:1.00-2.40),or traditional Chinese drugs(a OR=1.97;95%CI:1.26-3.09)during pregnancy were at a significantly higher risk of CHDs in offspring.Maternal CYP450 genetic polymorphisms at rs1065852(A/T vs.A/A:OR=1.53,95%CI:1.10-2.14;T/T vs.A/A:OR=1.57,95%CI:1.07-2.31)and rs16947(G/G vs.C/C:OR=3.41,95%CI:1.82-6.39)were also significantly associated with the risk of CHDs in offspring.Additionally,significant interactions were observed between the CYP450 genetic variants and drug use on the development of CHDs.Conclusions In those of Chinese descent,ovulatory drugs,antidepressants,antiabortifacients,and traditional Chinese medicines may be associated with the risk of CHDs in offspring.Maternal CYP450 genes may regulate the effects of maternal drug exposure on fetal heart development.展开更多
BACKGROUND: Inadvertent intra-arterial injection of illicit substances is a known complication of injection drug use and can lead to severe complications, including infection, ischemia and compartment syndrome. Identi...BACKGROUND: Inadvertent intra-arterial injection of illicit substances is a known complication of injection drug use and can lead to severe complications, including infection, ischemia and compartment syndrome. Identifying complications of intra-arterial injection can be difficult, as clinical manifestations overlap with other more common conditions such as cellulitis and soft tissue infection, and a history of injection drug use is frequently not disclosed.METHODS: A 37-year-old male patient presented with 24 hours of right hand pain, erythema and swelling. Despite classic "track marks", he denied a history of injection drug use, and vascular insults were not initially considered. After failing to respond to three days of aggressive treatment for suspected deep-space infection, an arteriogram demonstrated findings consistent with digital ischemia of embolic etiology.RESULTS: As a result of the delay in diagnosis, the lesion was not amenable to reperfusion and the patient required amputation of the distal digit.CONCLUSION: Practitioners should be alert to the possibility of intra-arterial injection and resulting complications when evaluating unusual extremity infections or unexplained ischemic symptoms, even in the absence of a definite history of injection drug use.展开更多
Introduction: Nursing students’ experiences during the pandemic provoked social isolation, the way to learn and every context increasing their stress and anxiety leading to drug use and abuse, among others. Problem-b...Introduction: Nursing students’ experiences during the pandemic provoked social isolation, the way to learn and every context increasing their stress and anxiety leading to drug use and abuse, among others. Problem-based learning (PBL) is a pedagogic strategy to strengthen significant learning;then the objective was to establish PBL influence in nursing students’ experiences on drug use and abuse during COVID-19 contingency. Methods: Qualitative, phenomenological and descriptive paradigm, 12 female and male nursing students aged 20 - 24 years old from the 5<sup>th</sup> and 6<sup>th</sup> semesters participated. Information collection was through semi-structured interview and a deep one in four cases. A guide of questions about: How the pandemic impacted your life? How did you face it? And what did you learn during this process? Those questions were used. Qualitative data analysis was based on De Souza Minayo, and signed informed consent was obtained from participants. Results: Students’ experiences allowed four categories to emerge, with six sub-categories. Category I. Students’ experiences on drug use and abuse facing the sanitary contingency;Category II. Students’ skills development to identify a problem and design of appropriate solutions;Category III. Developing skills to favor interpersonal relationships;Category IV. Influence of PBL in nursing students’ experiences on drug use and abuse during the COVID-19 contingency. Conclusion: PBL favored analysis and thoughts in nursing students’ experiences on drug use and abuse during the COVID-19 contingency, they worked collaboratively, developed resilience to daily life situations, and implemented stress coping strategies with their significant learning, which diminished their risk behavior.展开更多
Objective:To evaluate the prescribing pattern of anti malarial drugs in a tertiary care hospital. Methods:A prospective cross-sectional study was conducted for 6 months of patients visiting in Basaveshwar Teaching and...Objective:To evaluate the prescribing pattern of anti malarial drugs in a tertiary care hospital. Methods:A prospective cross-sectional study was conducted for 6 months of patients visiting in Basaveshwar Teaching and General Hospital,Gulbarga.Data were analyzed for various drug use indicators.Results:A total of 212 prescriptions were collected,with 136(64.15%) male and 76(35.85%) female.There were 128(60.37%) Plasmodium vivax cases and 84(39.63%) Plasmodium falciparum cases.All Plasmodium vivax cases were treated with chloroquine alone and among these 16(12.5%) recieved radical treatment with primaquine along with chloroquine.Among 84 patients with Pasmodium falciparum,40 patients received single drug such as quinine/ mefloquinine/artesunate/arteether.Another 44 patients received multidrug regime like,quinine+artesunate(54.54%),quinine+mefloquine(27.27%) and quinine+arteether (18.18%).Chloroquine was not administered to any of the patients with Plasmodium falciparum malaria.The most common adverse effects with chloroquine were anorexia,nausea,vomiting and tinnitus in 9.37% of the cases.With quinine it was nausea and vomiting in 17.64% ,tinnitus in 11.76% and hypoglycemia in 2.1% of cases.Conclusions:Our study found the perennial favorites like chloroquine for Plasmodium vivax and quinine for Plasmodium falciparum were the most effective drug.In the severe Plasmodium falciparum cases the artesunate derivatives and combination of artesunate with quinine/mefloquine were most effective with fewer incidences of side effects.展开更多
β-TCP ceramics drug carrier was first prepared and characterized. SEM showed that β-TCP carrier was in porous amorphous structure with diameters around 10 μm. The physical properties including apparent porosity, vo...β-TCP ceramics drug carrier was first prepared and characterized. SEM showed that β-TCP carrier was in porous amorphous structure with diameters around 10 μm. The physical properties including apparent porosity, volume-weight, tensile strength and the permeability were measured and the results indicated those properties fit the clinical usage of β-TCP drug carrier. Furthermore, drug release experiment in vitro showed that the carrier could prolong drug release in simulated body fluid which provides basis for the clinical use of β-TCP ceramics as drug carrier.展开更多
According to a random distribution table, 60 cases of scanty menstruation patients were evenly divided into 3 groups: A) estrin (n = 20), B) acupuncture (n = 20), and C) acupuncture +estrin (n = 20) for comparing thei...According to a random distribution table, 60 cases of scanty menstruation patients were evenly divided into 3 groups: A) estrin (n = 20), B) acupuncture (n = 20), and C) acupuncture +estrin (n = 20) for comparing their therapeutic effect. Results showed that after treatment, 5 cases in estrin group, 12 cases in acupuncture group and 14 cases in acupuncture + estrin group respectively had an ovulation response. Statistical analysis displayed significant differences between acupuncture group or acupuncture + estrin group and estrin group. (P < 0.05, P <0.05 ); and between acupuneture and acupuncture + estrin groups in the estradiol level of the early phase of follicles in patients with ovulation and without ovulation (P < 0. 05, P < 0.01 ). The fact indicates a close interrelation between acupuncture-induced ovulatory effect and the estradiol level of the patient’s body.展开更多
The aim of the current study was to examine the prevalence of HIV, past six-month illicit drug use, and risk behaviors among a population of heavy drug users living in an urban setting. Although many studies investiga...The aim of the current study was to examine the prevalence of HIV, past six-month illicit drug use, and risk behaviors among a population of heavy drug users living in an urban setting. Although many studies investigate substance use, sex-risk behavior, and HIV by race and gender, no studies have examined these variables simultaneously. The current study seeks to fill this gap in the literature by exploring HIV prevalence among a predominantly heterosexual sample of recent substance users by injection drug use (IDU) status, race, and sex. Baseline data from the Baltimore site of the NEURO-HIV epidemiologic study was used in this study. This study examines neuropsychological and social-behavioral risk factors of HIV, hepatitis A, hepatitis B, and hepatitis C among both injection and non-injection drug users. Descriptive statistics and chi-square statistics were used in data analyses. Blood and urine samples were obtained to test for the presence of recent drug use, viral hepatitis, HIV, and other sexually transmitted diseases (STDs). Findings presented here have several important implications for HIV prevention and care among substance users. Intervention programs that incorporate substance use treatment in addition to HIV education, particularly with respect to substance use and sex risk behavior are imperative.展开更多
BACKGROUND High risk of alcohol and drug use disorders in people with attentiondeficit/hyperactivity disorder(ADHD)calls for exploratory research of relationships with clinical features of ADHD.AIM To estimate prevale...BACKGROUND High risk of alcohol and drug use disorders in people with attentiondeficit/hyperactivity disorder(ADHD)calls for exploratory research of relationships with clinical features of ADHD.AIM To estimate prevalence of alcohol/drug use disorders and associations with ADHD symptom severity and emotional dysregulation,in adults with ADHD.METHODS This observational cross-sectional clinical study consisted of patients admitted to a private psychiatric outpatient clinic in Oslo,Norway(2014-2018).Five-hundred and fifty-eight eligible patients diagnosed with ADHD(Diagnostic and Statistical Manual of Mental Disorders,Fifth Edition(DSM-5)criteria)agreed to participate.Alcohol and drug use disorders were diagnosed using the Mini International Neuropsychiatric Interview(MINI).Dependence and abuse were merged into“use”disorder as in MINI version 7.0/DSM-5.Questions were related both to lifetime and the past 12-mo.ADHD severity was assessed by the Adult ADHD Self Report Scale(ASRS).Subdivisions of the ASRS questionnaire as inattentive items and hyperactive/impulsivity items were recorded separately.Emotional dysregulation was assessed by the eight-item version of Barkley’s Current Behavior Scale-Self Report.RESULTS The 12-mo prevalence was 5.3%for alcohol use disorder and 13.7%for drug use disorder.The lifetime prevalence was 12.0%for alcohol use disorder and 27.7%for drug use disorder.Men had higher rates of both alcohol use disorder and drug use disorder compared to women.The prevalence of drug use disorder was more than twice that of alcohol use disorder for both sexes.The drugs most participants reported having used were(in descending order):Amphetamine(19.1%),cannabis(17.1%),cocaine or ecstasy(7.4%),benzodiazepines(7.4%),and heroin or other opioids(2.9%).Lifetime drug use disorder was significantly associated with both hyperactivity-impulsivity symptoms and emotional dysregulation symptom severity.Lifetime alcohol use disorder,on the other hand,was not significantly associated with ADHD symptoms or emotional dysregulation when adjusted for gender and age.CONCLUSION Patients with ADHD have a high lifetime prevalence of drug use disorder,which is associated with higher levels of hyperactivity-impulsivity symptoms and emotional dysregulation.展开更多
It is difficult to measure the sizes of illegal drug user populations directly by using the survey method because of many “hidden drug addicts” and the difficulty of receiving a true response. Systematic and routine...It is difficult to measure the sizes of illegal drug user populations directly by using the survey method because of many “hidden drug addicts” and the difficulty of receiving a true response. Systematic and routine information on treatment episodes of drug users is adopted to estimate the population size in this study. Mixture models of zero-truncated Poisson distributions using the nonparametric maximum likelihood estimators (NPMLE) by means of capture-recapture repeated count data were used to project the number of drug users. The method was applied to surveillance data of drug users identified by treatment episodes in over 1140 health treatment centers in Thailand from the Bureau of Health Service System Development, Ministry of Public Health. We presented how this mixture model could be utilized to construct the unobserved frequency of drug users with no treatment episode and further estimated the total population size of drug users in the country from 2005 to 2007. The result of simulation was confirmed that mixture model is suitable when population is large. By means of mixture models, the estimations for the number of drug users were fitted with excellent goodness-of-fit values and we were also compared to the conventional Chao estimates. The NPMLE for the total number of drug users in Thailand 2005, 2006, and 2007 were 184,045 (95% CI: 181,297-86,793), 230,665 (95% CI: 226,611-234,719), 299,670 (95% CI: 294,217-305,123), respectively, also 125,265 (95% CI: 123,092-127,142), 166,287 (95% CI: 163,222-169,352), 228,898 (95% CI: 224,766 - 233,030) for the number of methamphetamine (Yaba) users, and 11,559 (95% CI: 10,234-12,884), 11,333 (95% CI: 9276-13,390), 8953 (95% CI: 7878-10,028) for the number of heroin users, respectively. The numbers of marijuana, kratom-plant, opium, and inhalant users were underestimated because their symptoms were mild and not severe enough to remedy in health treatment centers which led to the smaller size of the total number of drug users. The well-estimated sizes of heroin and methamphetamine addicts are high reliable because they are based on clearly evident count with a severe addiction problem to health treatment centers. The estimation by means of mixture models can be recommended to monitor drug demand trend and drug health service routinely;it is easy to calculate via the available programs MIXTP based on request.展开更多
基金Supported by Science and Technology Innovation Plan for Medical Workers in Shandong Province(SDYWZGKCJH2023095)Clinical Pharmacy Research Project of Shandong Provincial Medical Association(YXH2022ZX010)+1 种基金Traditional Chinese Medicine Science and Technology Development Project of Shandong Province(2019-0400&2021Q097)Traditional Chinese Medicine Research Program of Qingdao City(2020-zyy031)Medical Research Guidance Plan of Qingdao City(2020-WJZD087).
文摘[Objectives]To establish a new management model for rational use of perioperative antibacterial drugs in surgical departments.[Methods]Based on evidence-based medicine,the department s drug pathway was formulated,and the new mode of rational drug use control was established by using fine pharmaceutical technology intervention,and the intervention effect was evaluated by the intensity of antibacterial drug use,per capita drug costs and the proportion of drugs.[Results]After adopting drug pathway in departments,the intensity of antibacterial drug use,per capita drug costs and the proportion of drugs decreased significantly,and the effect of rational drug use control was remarkable.[Conclusions]The drug pathway provides a new management and control mode for the rational use of perioperative antibacterial drugs in surgical departments of hospitals.Thus,it is worthy of popularization and application.
文摘<strong>Background:</strong> Diabetes mellitus (DM) is a syndrome of chronically elevated glucose level in the blood either due to insulin resistance, insulin deficiency or both. In addition, it may occur due to defective metabolism of carbohydrates, fats and proteins. There are 3 main types of DM: Type 2 DM is more prevalent in adults and is typically due to relative insulin deficiency, deficiency of insulin in children leads to DM type 1;and lastly, gestational diabetes occurs during pregnancy resulting from an imbalance of placental hormones. <strong>Introduction:</strong> Insulin, Biguanides and Sulfonylureas are some of the drug classes used to treat DM. However, their use is complicated by numerous side effects, such as;hypoglycemia & weight gain from insulin and sulfonylureas;lactic acidosis, vitamin B12 deficiency and gastrointestinal upset with metformin. Route of administration and cost are also important factors to consider when prescribing. It is for this reason the quest for newer, safer and easier to administer drugs is ongoing. <strong>Methodology:</strong> Used all the articles available on anti Diabetic drugs on web especially in British Medical Journal, Elsevier, Pubmed, Google scholar and Wikipedia etc. Got a final review article to compare the older and newer anti Diabetic drugs. <strong>Results and Conclusion:</strong> Insulin is good for controlling acute hyperglycemic states in DM but it causes acute hypoglycemia and lipodystrophy. Metformin is good hypoglycemic and easily available but causes hypoglycemia, metallic taste, Lactic acidosis and B12 deficiency. Sulfonylureas are good hypoglycemic but causes severe hypoglycemia acutely and weight gain so contraindicated for obese or hypertensive patients. While newer antidiabetics such as GLP 1 agonists increases insulin secretions has very low risk of hypoglycemia, causes weight loss as compared to insulin and decreases risk of cardiovascular side effects but still can’t be used in renally impaired patients, causes pancreatitis and can not be given in gastroparesis patients, similarly a newer drug of this class known as LY2189265 has long halflife of 90 hours, better efficacy, but causes pancreatitis and increase diastolic BP in high doses, pancreatitis is not associated with lixisenatide (GLP 1 agonist), while DPP4 inhibitors which increases GLP 1 in body has less risk of hypoglycemia, GI side effects, are weight neutral can be used in CKD but causes headaches and Nasopharyngitis. Bromocriptine or pegvisomant are used in patients of growth hormones adenoma induced DM as a medical therapy but are associated with psychosis and hallucinations. Meglitinides increases insulin secretion and has minuscule risk of hypoglycemia but can not be used in CKD patients. Otelixizumab and Teplizumab decrease T cell functions and save beta cells from immune reactions used in DM 1 but cause immune suppression and is an orphan drug. Recombinant GAD used in vaccines decreased antibody mediated beta cell damage but is still under studies.
基金National Natural Science Foundation of China [grant no. 82060610]National Natural Science Foundation of China [grant no. 82103899]+2 种基金Guangxi Scientific and Technological Key Project[Gui Ke AB19245038]Guangxi Scientific and Technological Key Project [Guike 2022AC23005, 2022AC20031,2022JJA141110]Science and Technology Project of Nanning [20223051]。
文摘Objective The mode of human immunodeficiency virus(HIV) transmission via injection drug use(IDU)still exists, and the recent shift in IDU-related transmission of HIV infection is largely unknown. The purpose of this study was to analyze the spatiotemporal sources and dynamics of HIV-1 transmission through IDU in Guangxi.Methods We performed a molecular epidemiological investigation of infections across Guangxi from2009 to 2019. Phylogenetic and Bayesian time-geographic analyses of HIV-1 sequences were performed to confirm the characteristics of transmission between IDUs in combination with epidemiological data.Results Among the 535 subjects, CRF08_BC(57.4%), CRF01_AE(28.4%), and CRF07_BC(10.7%) were the top 3 HIV strains;72.6% of infections were linked to other provinces in the transmission network;93.6% of sequence-transmitted strains were locally endemic, with the rest coming from other provinces,predominantly Guangdong and Yunnan;92.1% of the HIV transmission among people who inject drugs tended to be transmitted between HIV-positive IDUs.Conclusion HIV recombinants were high diversity, and circulating local strains were the transmission sources among IDUs in Guangxi. However, there were still cases of IDUs linked to other provinces.Coverage of traditional prevention strategies should be expanded, and inter-provincial collaboration between Guangxi, Yunnan, and Guangdong provinces should be strengthened.
基金National Natural Science Foundation of China(81673508,81403004).
文摘Plateau is characterized by low oxygen,low pressure,strong radiation,cold and dryness,among which low oxygen is the main factor that affects the normal life activities of human body.Altitude hypoxia leads to significant changes in the metabolic characteristics of drugs in vivo,which in turn affects the efficacy and adverse actions of drugs.This paper summarizes the present situation of rational drug use in plateau area and pinpoints the existing problems.Meanwhile,we posit the strategies and measures for realizing rational and precise pharmacotherapy of plateau residents.First,we need to acquire a panoramic view of differential and relative pharmacokinetics and pharmacodynamics in between plateau area and plain area by carrying out comparative studies on drug metabolisms and on comprehensive drug efficacies and mechanisms.Second,we must apply the findings from basic research to clinical practice and formulate guidelines and recommendations of drug use for plateau habitants.Finally,we should eventually achieve precise and individualized drug use for plateau habitants based on their characteristic etiology and pathogenesis.
文摘Background:Drug utilization evaluation(DUE)is defined by the World Health Organization(WHO)and focuses on the medical,social,and economic consequences of pharmaceutical marketing,distribution,prescribing,and usage in society.The WHO recommends a physician to every 1000 people.According to the recent data from the Health Ministry in 2019,in which 1.16 million doctors are of active population with just 80%,or 0.9 million,practicing.As a result,a ratio of 0.68 doctors for every 1000 people,which is much below as per the WHO reports.This article describes history,types,WHO guidelines,need and purpose of DUE.Objective:The main aim of this paper is to provide information about the rational use of medication in outpatient and inpatient department with special emphasis of DUEs.It also provides awareness directly to healthcare professionals,researchers,academicians,pharmacist and nurses to reduce the irrationality of medicines.Methods:The method used to compile this review information gathered from websites,Google scholar,PubMed,Research gate,and studies published on DUE from July 20 to Oct 22 were included as source of information.Results:We studied more than 35 published study on DUE,that reveals most of the physicians prescribed branded drugs not generic drugs,but WHO prescribing indicator allows to prescribe generic drugs in the hospital pharmacy to maintain better inventory control.It may also help to prevent pharmacist misunderstanding during dispensing.Conclusion:The use of generic prescription names avoids the possibility of medication product duplication and lowers patient costs.It is important to remember that incorrect medication prescriptions have impact on both patients and their family members.WHO indicators identify irrational prescribing behaviours to make therapy more rational and cost-effective.
文摘Background: This study, it was aimed to determine the level of knowledge, attitudes, and behaviors of patients who applied to a family health center about the rational use of drugs. Irrational use of drugs is a major problem worldwide. WHO reports that half of the patients do not use their drugs correctly. Methods: This cross-sectional study was conducted between 1 October 2017 and 30 November 2018 at Istanbul Fatih Family Health Center No 7. The sample size was determined as 301 people selected by systematic sampling method from patients aged 18 and older. Results: The mean age of the participants was 53.8% ± 16.8%, 59.8% were female, 62.5% were married, and 52.5% were primary school graduates. 63.9% of the participants knew the names of the drugs they used, and 79.9% of them knew the indication for use. 89% of individuals check the expiry date of the drugs before using them, and 83.1% read the drug prospectus. 84% of the participants support the prohibition of using over-the-counter drugs. Conclusion: The level of knowledge of the participants about the rational use of drugs is above the societal average. However, some issues need more awareness. The high level of rational use of drugs awareness of physicians and pharmacists will also strengthen the rational use of drugs and indirectly increase the awareness of the public.
文摘Objective: To investigate and analyze the irrational problems of common gastroenterology medications applied to gastroenterology patients during treatment, and to develop and implement countermeasures. Methods: This study included 60 patients admitted to the Department of Gastroenterology from January 2021 to December 2023 who were randomly divided into a control group (conventional drug management) and an observation group (targeted drug treatment), of 30 cases each. After the implementation of different management methods, the occurrence of irrational drug use and the incidence of adverse reactions between both groups were compared and statistically analyzed. Results: The incidence of irrational medication in the observation group (13.33%) was lower than that in the control group (40.00%) (P < 0.05). The occurrence of adverse reactions in the observation group (10.00%) was lower than that of the control group (36.67%) after treatment (P < 0.05). The observation group had a higher level of satisfaction after treatment (90.00%) as compared to the control group (66.67%) (P < 0.05). Conclusion: Implementation of targeted drug treatment for gastroenterology patients reduced the incidence of irrational medication use, reduced adverse reactions, and improved patient satisfaction.
文摘After nearly three decades of being virtually drug free, use of heroin and other illicit drugs has re-emerged in China as a major public health problem. One result is that drug abuse, particularly heroin injection, has come to play a predomi- nant role in fueling China’s AIDS epidemic. The first outbreak of HIV among China’s IDUs was reported in the border area of Yunnan province between China and Myanmar where drug trafficking is heavy. Since then drug-related HIV has spread to all 31 provinces, autonomous regions and municipalities. This paper provides an overview to HIV/AIDS transmission through injection drug use in China. It begins with a brief history of the illicit drug trade in China, followed by a discussion of the emergence of drug related AIDS, and a profile of drug users and their sexual partners who have contracted the virus or who are vulnerable to infection. It ends by summarizing three national strategies being used by China to address both drug use and AIDS as major health threats.
基金Supported by A grant from “Regione Calabria”,Italy
文摘BACKGROUND Problematic Internet use(PIU)or Internet addiction has been recognized to be a behavioral addiction characterized by excessive or poorly controlled preoccupations,urges,or behaviors regarding computer use and Internet access that leads to impairment or distress resembling substance abuse.AIM To investigate the prevalence and characteristics of Internet use and abuse in a group of drug addicts from Southern Italy,by means of a specific questionnaire[“Questionario sull’Utilizzo delle Nuove Tecnologie”(QUNT)].METHODS All subjects(183)were heavy smokers,almost 50%of them used heroin and/or opioid compounds,30%alcohol,10%cannabis,8%cocaine,and 5%were polydrug users.Almost 10%of the individuals were also suffering from gambling disorder.RESULTS The time spent online was more than 4 hours a day in the total sample,with a slight prevalence in male subjects.Cocaine and cannabis users spent more than 6 hours online,significantly more than opioid and alcohol abusers.Distribution of the QUNT factors was not different in both sexes.Cocaine users showed higher scores at the“loss of control”,“pornography addiction”,and“addiction to social networks”factors,for the stimulant effect of this substance.Moreover,15 out of the total 17 cocaine users were pathological gamblers.Positive and statistically significant relationships were observed between some QUNT factors and body mass index.CONCLUSION These findings indicate that PIU is less severe in subjects taking sedative substances,such as heroin/opioids and alcohol,than in subjects taking stimulants.Alternatively,it may be used as a“stimulant”trigger in cocaine and cannabis users.Flattening effect of abuse drugs was noted on possible sex-related differences in QUNT items.We observed a sort of“protective”effect of a love relationship and/or living together with a partner,as those engaged subjects showed lower scores on different items than single subjects or those living alone.The relationship between time spent online(and related sedentary lifestyle)and body mass index would suggest that Internet use might be a contributing factor to increasing weight gain and obesity amongst adolescents and young adults worldwide.Our findings also highlighted the specific vulnerability of drug addicts who use stimulants,rather than sedative compounds,to other kinds of behavioral addictions,such as gambling disorder.
基金supported by the National Natural Science Foundation Program of China[82073653,81803313,and 81974019]China Postdoctoral Science Foundation[2020M682644]+6 种基金Hunan Provincial Science and Technology Talent Support Project(2020TJ-N07)Natural Science Foundation of Hunan Province[2018JJ2551]Hunan Provincial Key Research and Development Program[2018SK2063 and 2018SK2062]Open Project from NHC Key Laboratory of Birth Defect for Research and Prevention[KF2020006]National Key Research and Development Program of China[2018YFA0108700 and2017YFA0105602]Postgraduate Scientific Research Innovation Project of Hunan Province[grant number CX20200271]Fundamental Research Funds for the Central Universities of Central South University[grant number 2020zzts798]。
文摘Objective This study aimed to assess the associations between maternal drug use,cytochrome P450(CYP450)genetic polymorphisms,and their interactions with the risk of congenital heart defects(CHDs)in offspring.Methods A case-control study involving 569 mothers of CHD cases and 652 controls was conducted from November 2017 to January 2020.Results After adjusting for potential confounding factors,the results show that mothers who used ovulatory drugs(adjusted odds ratio[a OR]=2.12;95% confidence interval[CI]:1.08-4.16),antidepressants(a OR=2.56;95%CI:1.36-4.82),antiabortifacients(a OR=1.55;95%CI:1.00-2.40),or traditional Chinese drugs(a OR=1.97;95%CI:1.26-3.09)during pregnancy were at a significantly higher risk of CHDs in offspring.Maternal CYP450 genetic polymorphisms at rs1065852(A/T vs.A/A:OR=1.53,95%CI:1.10-2.14;T/T vs.A/A:OR=1.57,95%CI:1.07-2.31)and rs16947(G/G vs.C/C:OR=3.41,95%CI:1.82-6.39)were also significantly associated with the risk of CHDs in offspring.Additionally,significant interactions were observed between the CYP450 genetic variants and drug use on the development of CHDs.Conclusions In those of Chinese descent,ovulatory drugs,antidepressants,antiabortifacients,and traditional Chinese medicines may be associated with the risk of CHDs in offspring.Maternal CYP450 genes may regulate the effects of maternal drug exposure on fetal heart development.
文摘BACKGROUND: Inadvertent intra-arterial injection of illicit substances is a known complication of injection drug use and can lead to severe complications, including infection, ischemia and compartment syndrome. Identifying complications of intra-arterial injection can be difficult, as clinical manifestations overlap with other more common conditions such as cellulitis and soft tissue infection, and a history of injection drug use is frequently not disclosed.METHODS: A 37-year-old male patient presented with 24 hours of right hand pain, erythema and swelling. Despite classic "track marks", he denied a history of injection drug use, and vascular insults were not initially considered. After failing to respond to three days of aggressive treatment for suspected deep-space infection, an arteriogram demonstrated findings consistent with digital ischemia of embolic etiology.RESULTS: As a result of the delay in diagnosis, the lesion was not amenable to reperfusion and the patient required amputation of the distal digit.CONCLUSION: Practitioners should be alert to the possibility of intra-arterial injection and resulting complications when evaluating unusual extremity infections or unexplained ischemic symptoms, even in the absence of a definite history of injection drug use.
文摘Introduction: Nursing students’ experiences during the pandemic provoked social isolation, the way to learn and every context increasing their stress and anxiety leading to drug use and abuse, among others. Problem-based learning (PBL) is a pedagogic strategy to strengthen significant learning;then the objective was to establish PBL influence in nursing students’ experiences on drug use and abuse during COVID-19 contingency. Methods: Qualitative, phenomenological and descriptive paradigm, 12 female and male nursing students aged 20 - 24 years old from the 5<sup>th</sup> and 6<sup>th</sup> semesters participated. Information collection was through semi-structured interview and a deep one in four cases. A guide of questions about: How the pandemic impacted your life? How did you face it? And what did you learn during this process? Those questions were used. Qualitative data analysis was based on De Souza Minayo, and signed informed consent was obtained from participants. Results: Students’ experiences allowed four categories to emerge, with six sub-categories. Category I. Students’ experiences on drug use and abuse facing the sanitary contingency;Category II. Students’ skills development to identify a problem and design of appropriate solutions;Category III. Developing skills to favor interpersonal relationships;Category IV. Influence of PBL in nursing students’ experiences on drug use and abuse during the COVID-19 contingency. Conclusion: PBL favored analysis and thoughts in nursing students’ experiences on drug use and abuse during the COVID-19 contingency, they worked collaboratively, developed resilience to daily life situations, and implemented stress coping strategies with their significant learning, which diminished their risk behavior.
文摘Objective:To evaluate the prescribing pattern of anti malarial drugs in a tertiary care hospital. Methods:A prospective cross-sectional study was conducted for 6 months of patients visiting in Basaveshwar Teaching and General Hospital,Gulbarga.Data were analyzed for various drug use indicators.Results:A total of 212 prescriptions were collected,with 136(64.15%) male and 76(35.85%) female.There were 128(60.37%) Plasmodium vivax cases and 84(39.63%) Plasmodium falciparum cases.All Plasmodium vivax cases were treated with chloroquine alone and among these 16(12.5%) recieved radical treatment with primaquine along with chloroquine.Among 84 patients with Pasmodium falciparum,40 patients received single drug such as quinine/ mefloquinine/artesunate/arteether.Another 44 patients received multidrug regime like,quinine+artesunate(54.54%),quinine+mefloquine(27.27%) and quinine+arteether (18.18%).Chloroquine was not administered to any of the patients with Plasmodium falciparum malaria.The most common adverse effects with chloroquine were anorexia,nausea,vomiting and tinnitus in 9.37% of the cases.With quinine it was nausea and vomiting in 17.64% ,tinnitus in 11.76% and hypoglycemia in 2.1% of cases.Conclusions:Our study found the perennial favorites like chloroquine for Plasmodium vivax and quinine for Plasmodium falciparum were the most effective drug.In the severe Plasmodium falciparum cases the artesunate derivatives and combination of artesunate with quinine/mefloquine were most effective with fewer incidences of side effects.
基金Funded by the "973" Chinese National Key Fundamental Research and Development Program (No.G1999064701)the Research Fund of Key Laboratory for Advanced Technology in Environmental Protection of Jiangsu Province (AE201037)
文摘β-TCP ceramics drug carrier was first prepared and characterized. SEM showed that β-TCP carrier was in porous amorphous structure with diameters around 10 μm. The physical properties including apparent porosity, volume-weight, tensile strength and the permeability were measured and the results indicated those properties fit the clinical usage of β-TCP drug carrier. Furthermore, drug release experiment in vitro showed that the carrier could prolong drug release in simulated body fluid which provides basis for the clinical use of β-TCP ceramics as drug carrier.
文摘According to a random distribution table, 60 cases of scanty menstruation patients were evenly divided into 3 groups: A) estrin (n = 20), B) acupuncture (n = 20), and C) acupuncture +estrin (n = 20) for comparing their therapeutic effect. Results showed that after treatment, 5 cases in estrin group, 12 cases in acupuncture group and 14 cases in acupuncture + estrin group respectively had an ovulation response. Statistical analysis displayed significant differences between acupuncture group or acupuncture + estrin group and estrin group. (P < 0.05, P <0.05 ); and between acupuneture and acupuncture + estrin groups in the estradiol level of the early phase of follicles in patients with ovulation and without ovulation (P < 0. 05, P < 0.01 ). The fact indicates a close interrelation between acupuncture-induced ovulatory effect and the estradiol level of the patient’s body.
文摘The aim of the current study was to examine the prevalence of HIV, past six-month illicit drug use, and risk behaviors among a population of heavy drug users living in an urban setting. Although many studies investigate substance use, sex-risk behavior, and HIV by race and gender, no studies have examined these variables simultaneously. The current study seeks to fill this gap in the literature by exploring HIV prevalence among a predominantly heterosexual sample of recent substance users by injection drug use (IDU) status, race, and sex. Baseline data from the Baltimore site of the NEURO-HIV epidemiologic study was used in this study. This study examines neuropsychological and social-behavioral risk factors of HIV, hepatitis A, hepatitis B, and hepatitis C among both injection and non-injection drug users. Descriptive statistics and chi-square statistics were used in data analyses. Blood and urine samples were obtained to test for the presence of recent drug use, viral hepatitis, HIV, and other sexually transmitted diseases (STDs). Findings presented here have several important implications for HIV prevention and care among substance users. Intervention programs that incorporate substance use treatment in addition to HIV education, particularly with respect to substance use and sex risk behavior are imperative.
文摘BACKGROUND High risk of alcohol and drug use disorders in people with attentiondeficit/hyperactivity disorder(ADHD)calls for exploratory research of relationships with clinical features of ADHD.AIM To estimate prevalence of alcohol/drug use disorders and associations with ADHD symptom severity and emotional dysregulation,in adults with ADHD.METHODS This observational cross-sectional clinical study consisted of patients admitted to a private psychiatric outpatient clinic in Oslo,Norway(2014-2018).Five-hundred and fifty-eight eligible patients diagnosed with ADHD(Diagnostic and Statistical Manual of Mental Disorders,Fifth Edition(DSM-5)criteria)agreed to participate.Alcohol and drug use disorders were diagnosed using the Mini International Neuropsychiatric Interview(MINI).Dependence and abuse were merged into“use”disorder as in MINI version 7.0/DSM-5.Questions were related both to lifetime and the past 12-mo.ADHD severity was assessed by the Adult ADHD Self Report Scale(ASRS).Subdivisions of the ASRS questionnaire as inattentive items and hyperactive/impulsivity items were recorded separately.Emotional dysregulation was assessed by the eight-item version of Barkley’s Current Behavior Scale-Self Report.RESULTS The 12-mo prevalence was 5.3%for alcohol use disorder and 13.7%for drug use disorder.The lifetime prevalence was 12.0%for alcohol use disorder and 27.7%for drug use disorder.Men had higher rates of both alcohol use disorder and drug use disorder compared to women.The prevalence of drug use disorder was more than twice that of alcohol use disorder for both sexes.The drugs most participants reported having used were(in descending order):Amphetamine(19.1%),cannabis(17.1%),cocaine or ecstasy(7.4%),benzodiazepines(7.4%),and heroin or other opioids(2.9%).Lifetime drug use disorder was significantly associated with both hyperactivity-impulsivity symptoms and emotional dysregulation symptom severity.Lifetime alcohol use disorder,on the other hand,was not significantly associated with ADHD symptoms or emotional dysregulation when adjusted for gender and age.CONCLUSION Patients with ADHD have a high lifetime prevalence of drug use disorder,which is associated with higher levels of hyperactivity-impulsivity symptoms and emotional dysregulation.
文摘It is difficult to measure the sizes of illegal drug user populations directly by using the survey method because of many “hidden drug addicts” and the difficulty of receiving a true response. Systematic and routine information on treatment episodes of drug users is adopted to estimate the population size in this study. Mixture models of zero-truncated Poisson distributions using the nonparametric maximum likelihood estimators (NPMLE) by means of capture-recapture repeated count data were used to project the number of drug users. The method was applied to surveillance data of drug users identified by treatment episodes in over 1140 health treatment centers in Thailand from the Bureau of Health Service System Development, Ministry of Public Health. We presented how this mixture model could be utilized to construct the unobserved frequency of drug users with no treatment episode and further estimated the total population size of drug users in the country from 2005 to 2007. The result of simulation was confirmed that mixture model is suitable when population is large. By means of mixture models, the estimations for the number of drug users were fitted with excellent goodness-of-fit values and we were also compared to the conventional Chao estimates. The NPMLE for the total number of drug users in Thailand 2005, 2006, and 2007 were 184,045 (95% CI: 181,297-86,793), 230,665 (95% CI: 226,611-234,719), 299,670 (95% CI: 294,217-305,123), respectively, also 125,265 (95% CI: 123,092-127,142), 166,287 (95% CI: 163,222-169,352), 228,898 (95% CI: 224,766 - 233,030) for the number of methamphetamine (Yaba) users, and 11,559 (95% CI: 10,234-12,884), 11,333 (95% CI: 9276-13,390), 8953 (95% CI: 7878-10,028) for the number of heroin users, respectively. The numbers of marijuana, kratom-plant, opium, and inhalant users were underestimated because their symptoms were mild and not severe enough to remedy in health treatment centers which led to the smaller size of the total number of drug users. The well-estimated sizes of heroin and methamphetamine addicts are high reliable because they are based on clearly evident count with a severe addiction problem to health treatment centers. The estimation by means of mixture models can be recommended to monitor drug demand trend and drug health service routinely;it is easy to calculate via the available programs MIXTP based on request.