首页 > 最新文献

International Journal of Preventive Medicine最新文献

英文 中文
The Effect of Multimodal Exercise on the Levels of BDNF and GDNF in Patients with Parkinson's Disease. 多模式运动对帕金森病患者BDNF和GDNF水平的影响
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_353_24
Abbas Abdulameer Naser, Khosro Jalali Dehkordi, Mahmoud Nasser Radhi, Farzaneh Taghian, Ahmad Chitsaz

Background: Parkinson's disease (PD) leads to a significant decrease in brain-derived neurotrophic factor (BDNF) and glial cell line-derived neurotrophic factor (GDNF). This study explores the effect of 12 weeks of multimodal exercise on the levels of BDNF and GDNF in patients with PD.

Methods: The study is a quasiexperimental study with random sampling. It was conducted in 2024 at Isfahan. Demographic data were collected using the demographic questionnaire outlined in the Methods section. Thirty patients were randomly divided into two equal groups of multimodal exercise and control, with no significant differences in age, weight, and height. The variables of BDNF and GDNF were assessed in pre- and post-tests. Multimodal exercise was performed 5 days a week for 12 weeks. Data were analyzed using covariance and t-test at a significant level of P < 0.05.

Results: The study observed significant differences in BDNF and GDNF, among two groups of PD (P < 0.01). Moreover, the levels of BDNF and GDNF were significantly higher in the PD + Training group compared to the PD group (P < 0. 01).

Conclusions: Given that multimodal exercises are effective in increasing BDNF and GDNF in individuals with PD, it is recommended to incorporate the benefits of these exercises into physical rehabilitation programs. Therefore, the combined approach of multimodal exercises (resistance, aerobic, and balance) is recommended as the most effective complementary therapeutic strategy for PD.

背景:帕金森病(PD)导致脑源性神经营养因子(BDNF)和神经胶质细胞系源性神经营养因子(GDNF)显著降低。本研究探讨了12周多模式运动对PD患者BDNF和GDNF水平的影响。方法:采用随机抽样的准实验研究方法。该试验于2024年在伊斯法罕进行。人口统计数据是使用方法部分中概述的人口调查问卷收集的。30例患者随机分为多模式运动组和对照组两组,年龄、体重、身高均无显著差异。BDNF和GDNF的变量分别在测试前和测试后进行评估。多模式运动,每周5天,连续12周。资料分析采用协方差和t检验,P < 0.05为显著水平。结果:两组PD患者BDNF、GDNF含量差异有统计学意义(P < 0.01)。此外,PD + Training组BDNF和GDNF水平显著高于PD组(P < 0.05)。01)。结论:考虑到多模式运动可以有效地增加PD患者的BDNF和GDNF,建议将这些运动的益处纳入物理康复计划。因此,多模式运动(阻力、有氧和平衡)的联合方法被推荐为PD最有效的补充治疗策略。
{"title":"The Effect of Multimodal Exercise on the Levels of BDNF and GDNF in Patients with Parkinson's Disease.","authors":"Abbas Abdulameer Naser, Khosro Jalali Dehkordi, Mahmoud Nasser Radhi, Farzaneh Taghian, Ahmad Chitsaz","doi":"10.4103/ijpvm.ijpvm_353_24","DOIUrl":"10.4103/ijpvm.ijpvm_353_24","url":null,"abstract":"<p><strong>Background: </strong>Parkinson's disease (PD) leads to a significant decrease in brain-derived neurotrophic factor (BDNF) and glial cell line-derived neurotrophic factor (GDNF). This study explores the effect of 12 weeks of multimodal exercise on the levels of BDNF and GDNF in patients with PD.</p><p><strong>Methods: </strong>The study is a quasiexperimental study with random sampling. It was conducted in 2024 at Isfahan. Demographic data were collected using the demographic questionnaire outlined in the Methods section. Thirty patients were randomly divided into two equal groups of multimodal exercise and control, with no significant differences in age, weight, and height. The variables of BDNF and GDNF were assessed in pre- and post-tests. Multimodal exercise was performed 5 days a week for 12 weeks. Data were analyzed using covariance and <i>t</i>-test at a significant level of <i>P</i> < 0.05.</p><p><strong>Results: </strong>The study observed significant differences in BDNF and GDNF, among two groups of PD (<i>P</i> < 0.01). Moreover, the levels of BDNF and GDNF were significantly higher in the PD + Training group compared to the PD group (<i>P</i> < 0. 01).</p><p><strong>Conclusions: </strong>Given that multimodal exercises are effective in increasing BDNF and GDNF in individuals with PD, it is recommended to incorporate the benefits of these exercises into physical rehabilitation programs. Therefore, the combined approach of multimodal exercises (resistance, aerobic, and balance) is recommended as the most effective complementary therapeutic strategy for PD.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"35"},"PeriodicalIF":1.7,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165611/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144302044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Luteolin-Rich Fraction from Dracocephalum lindbergii: Promising Agent for Hypertension Treatment. 富木犀草素提取物:治疗高血压的有效药物。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_282_24
Zahra Pezeshki, Muhammad Hussein Vakily, Mahnaz Vaez, Mustafa Ghanadian

Background: High blood pressure is one of the most critical issues in maintaining health; it requires prevention and management methods. In traditional medicine, the combination of medicinal plants was usually used to control high blood pressure. One of these plants is Dracocephalum lindbergii. Therefore, this article examines the vasodilating effects of the flavonoid fractions of this plant and deals with this extract as a new suggestion for the prevention and control of high blood pressure.

Methods: This research evaluates the hemodynamic properties of flavonoid-rich fractions extracted from this plant in a rat model under conditions of blood pressure induction. First, the phytochemistry laboratory prepared flavonoid fractions by using a chromatography column. Then, after surgical preparation, the arterial pressure of the rats was controlled until stabilization, and it was possible to record basal systolic pressures (SYS), diastolic pressures (DBP), and mean arterial pressures (MAP). Hypertension was maintained by continuous phenylephrine infusion at 0.1 mg/kg per minute, while the vascular responses were monitored during the infusion. After the animal tests, polyamide and Sephadex columns were used to analyze the most bioactive fractions, which led to the isolation of several flavones identified by regular one- and two-dimensional NMR spectra.

Results: In this model, administration of nifedipine led to an 8% decrease in SYS and a 9% decrease in DBP. Meanwhile, treatment with flavonoid-rich fractions 3, 4, 5, and 6 reduced SYS from 15% to 42% and DBP blood pressure from 6% to 30%. Among these samples, fraction number 6, followed by fraction number 4, showed more effects. Phytochemical studies of these fractions led to the identification of their major components probably responsible for observer effects, including apigenin (1) and apigenin-7-O-β-D-glucopyranoside (2), isolated from fraction number 4, as well as luteolin-4'-O-β-D-glucopyranoside (3) and luteolin-7-O-β-D-glucopyranoside (4) isolated from fraction 6. However, other minor components in fraction 6 are still possible with blood-pressure-lowering effects.

Conclusions: Flavonoid fractions, especially fraction number 6, rich in luteolin derivatives, can provide promising results in reducing blood pressure based on traditional medicine and complementary intervention in a model of acute phenylephrine-induced blood pressure. This study highlights the importance and potency of luteolin-rich fractions of D. lindbergii to serve as a complementary intervention in essential blood pressure control.

背景:高血压是维持健康最关键的问题之一;它需要预防和管理方法。在传统医学中,通常使用药用植物的组合来控制高血压。其中一种植物是林德伯格龙头草。因此,本文探讨了这种植物的类黄酮组分的血管扩张作用,并将其作为预防和控制高血压的新建议。方法:在血压诱导的大鼠模型中,研究黄酮类化合物提取物的血流动力学特性。首先,植物化学实验室利用色谱柱制备类黄酮组分。然后,手术准备后,控制大鼠的动脉压,直到稳定,并可以记录基础收缩压(SYS),舒张压(DBP)和平均动脉压(MAP)。以每分钟0.1 mg/kg的速度持续输注苯肾上腺素维持高血压,同时在输注期间监测血管反应。动物实验结束后,采用聚酰胺和Sephadex色谱柱对活性组分进行分析,分离出几种黄酮类化合物,并通过常规的一维和二维NMR谱进行鉴定。结果:在该模型中,给药硝苯地平导致SYS下降8%,DBP下降9%。与此同时,用富含类黄酮的3、4、5和6组分处理后,SYS从15%降低到42%,DBP从6%降低到30%。在这些样本中,分数6的效果最好,分数4的效果次之。对这些馏分进行植物化学研究,鉴定出可能导致观察者效应的主要成分,包括从馏分4中分离出的芹菜素(1)和芹菜素-7-O-β- d -葡萄糖苷(2),以及从馏分6中分离出的木犀草素-4'-O-β- d -葡萄糖苷(3)和木犀草素-7-O-β- d -葡萄糖苷(4)。然而,分数6中的其他少量成分仍然可能具有降血压的作用。结论:黄酮类化合物,尤其是富含木犀草素衍生物的6号组分,在传统药物和辅助干预的基础上对急性苯肾上腺素性血压模型具有良好的降压效果。本研究强调了林德伯格木犀草富含木犀草素的部分作为基本血压控制的补充干预的重要性和效力。
{"title":"Luteolin-Rich Fraction from <i>Dracocephalum lindbergii</i>: Promising Agent for Hypertension Treatment.","authors":"Zahra Pezeshki, Muhammad Hussein Vakily, Mahnaz Vaez, Mustafa Ghanadian","doi":"10.4103/ijpvm.ijpvm_282_24","DOIUrl":"10.4103/ijpvm.ijpvm_282_24","url":null,"abstract":"<p><strong>Background: </strong>High blood pressure is one of the most critical issues in maintaining health; it requires prevention and management methods. In traditional medicine, the combination of medicinal plants was usually used to control high blood pressure. One of these plants is <i>Dracocephalum lindbergii</i>. Therefore, this article examines the vasodilating effects of the flavonoid fractions of this plant and deals with this extract as a new suggestion for the prevention and control of high blood pressure.</p><p><strong>Methods: </strong>This research evaluates the hemodynamic properties of flavonoid-rich fractions extracted from this plant in a rat model under conditions of blood pressure induction. First, the phytochemistry laboratory prepared flavonoid fractions by using a chromatography column. Then, after surgical preparation, the arterial pressure of the rats was controlled until stabilization, and it was possible to record basal systolic pressures (SYS), diastolic pressures (DBP), and mean arterial pressures (MAP). Hypertension was maintained by continuous phenylephrine infusion at 0.1 mg/kg per minute, while the vascular responses were monitored during the infusion. After the animal tests, polyamide and Sephadex columns were used to analyze the most bioactive fractions, which led to the isolation of several flavones identified by regular one- and two-dimensional NMR spectra.</p><p><strong>Results: </strong>In this model, administration of nifedipine led to an 8% decrease in SYS and a 9% decrease in DBP. Meanwhile, treatment with flavonoid-rich fractions 3, 4, 5, and 6 reduced SYS from 15% to 42% and DBP blood pressure from 6% to 30%. Among these samples, fraction number 6, followed by fraction number 4, showed more effects. Phytochemical studies of these fractions led to the identification of their major components probably responsible for observer effects, including apigenin (1) and apigenin-7-O-β-D-glucopyranoside (2), isolated from fraction number 4, as well as luteolin-4'-O-β-D-glucopyranoside (3) and luteolin-7-O-β-D-glucopyranoside (4) isolated from fraction 6. However, other minor components in fraction 6 are still possible with blood-pressure-lowering effects.</p><p><strong>Conclusions: </strong>Flavonoid fractions, especially fraction number 6, rich in luteolin derivatives, can provide promising results in reducing blood pressure based on traditional medicine and complementary intervention in a model of acute phenylephrine-induced blood pressure. This study highlights the importance and potency of luteolin-rich fractions of <i>D. lindbergii</i> to serve as a complementary intervention in essential blood pressure control.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"34"},"PeriodicalIF":1.7,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165610/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144302042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mitigating the Oncogenic Roles of miR-629-5p and miR-660-5p Through Direct Binding by Two Potential Drug Targets for Colorectal Cancer Prevention. 通过直接结合miR-629-5p和miR-660-5p两种潜在的预防结直肠癌的药物靶点减轻其致癌作用
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_277_24
Fariborz Poorbaferani, Soheil Bolandi, Mohammad Abdolvand, Fatemeh Aghaie-Kheyrabadi, Nooshin Farhadian, Shirin Abdolvand, Fatemeh Maghool, Mohammad H Emami, Alireza Fahim, Hojjatolah Rahimi, Elham Amjadi, Fatemeh D N Bon, Simin Hemati, Mansoor Salehi

Background: Many studies have reported the oncogenic roles of microRNA (miRNA)-629-5p and miRNA-660-5p in various cancers. This study aimed to elucidate the oncogenic roles of miRNA-629-5p and miRNA-660-5p, focusing on their potential contributions to early colorectal cancer (CRC) detection. Additionally, this research examines the efficacy of Regorafenib and 3,3'-diindolylmethane (DIM) as therapeutic agents aimed at mitigating the oncogenic activities of these miRNAs by influencing their structural and conformational dynamics, thereby offering a preventive strategy against CRC.

Methods: The study utilized quantitative real-time polymerase chain reaction (QRT-PCR) to confirm the overexpression of miR-629-5p and miR-660-5p in 40 CRC tissues compared to 40 standard samples and their association with clinicopathological factors. Molecular docking and molecular dynamics simulation were used to investigate Regorafenib and DIM binding modes to miR-629-5p and miR-660-5p.

Results: QRT-PCR showed that miR-629-5p and miR-660-5p were overexpressed in CRC tissues. In silico molecular docking and dynamic simulation strengthened our hypothesis that Regorafenib and DIM were located in the structures of the mentioned miRNAs, resulting in a slight alteration in their structures during the interaction process.

Conclusions: The study's findings suggest that miR-629-5p and miR-660-5p may have potential as predictive biomarkers and treatment targets for Preventing CRC and that Regorafenib and DIM may have miRNA binding properties. They indicated a high affinity to miRNA-629-5p compared with miRNA-660-5p created a slight change in its structure and can suppress its activity in CRC. However, extra experimental approaches are needed to approve our hypothesis.

背景:许多研究报道了microRNA (miRNA)-629-5p和miRNA-660-5p在各种癌症中的致癌作用。本研究旨在阐明miRNA-629-5p和miRNA-660-5p的致癌作用,重点关注它们在早期结直肠癌(CRC)检测中的潜在贡献。此外,本研究考察了regafenib和3,3'-二吲哚基甲烷(DIM)作为治疗药物的功效,旨在通过影响这些mirna的结构和构象动力学来减轻它们的致癌活性,从而提供一种预防结直肠癌的策略。方法:本研究利用定量实时聚合酶链反应(QRT-PCR),确认40例结直肠癌组织中miR-629-5p和miR-660-5p与40例标准样本的过表达及其与临床病理因素的相关性。通过分子对接和分子动力学模拟研究Regorafenib和DIM与miR-629-5p和miR-660-5p的结合模式。结果:QRT-PCR显示miR-629-5p和miR-660-5p在结直肠癌组织中过表达。硅分子对接和动态模拟强化了我们的假设,即Regorafenib和DIM位于上述miRNAs的结构中,在相互作用过程中导致其结构发生轻微改变。结论:该研究结果表明,miR-629-5p和miR-660-5p可能具有作为预防结直肠癌的预测性生物标志物和治疗靶点的潜力,Regorafenib和DIM可能具有miRNA结合特性。他们指出,与miRNA-660-5p相比,miRNA-629-5p的高亲和力使其结构发生轻微变化,并可以抑制其在CRC中的活性。然而,需要额外的实验方法来验证我们的假设。
{"title":"Mitigating the Oncogenic Roles of miR-629-5p and miR-660-5p Through Direct Binding by Two Potential Drug Targets for Colorectal Cancer Prevention.","authors":"Fariborz Poorbaferani, Soheil Bolandi, Mohammad Abdolvand, Fatemeh Aghaie-Kheyrabadi, Nooshin Farhadian, Shirin Abdolvand, Fatemeh Maghool, Mohammad H Emami, Alireza Fahim, Hojjatolah Rahimi, Elham Amjadi, Fatemeh D N Bon, Simin Hemati, Mansoor Salehi","doi":"10.4103/ijpvm.ijpvm_277_24","DOIUrl":"10.4103/ijpvm.ijpvm_277_24","url":null,"abstract":"<p><strong>Background: </strong>Many studies have reported the oncogenic roles of microRNA (miRNA)-629-5p and miRNA-660-5p in various cancers. This study aimed to elucidate the oncogenic roles of miRNA-629-5p and miRNA-660-5p, focusing on their potential contributions to early colorectal cancer (CRC) detection. Additionally, this research examines the efficacy of Regorafenib and 3,3'-diindolylmethane (DIM) as therapeutic agents aimed at mitigating the oncogenic activities of these miRNAs by influencing their structural and conformational dynamics, thereby offering a preventive strategy against CRC.</p><p><strong>Methods: </strong>The study utilized quantitative real-time polymerase chain reaction (QRT-PCR) to confirm the overexpression of miR-629-5p and miR-660-5p in 40 CRC tissues compared to 40 standard samples and their association with clinicopathological factors. Molecular docking and molecular dynamics simulation were used to investigate Regorafenib and DIM binding modes to miR-629-5p and miR-660-5p.</p><p><strong>Results: </strong>QRT-PCR showed that miR-629-5p and miR-660-5p were overexpressed in CRC tissues. In silico molecular docking and dynamic simulation strengthened our hypothesis that Regorafenib and DIM were located in the structures of the mentioned miRNAs, resulting in a slight alteration in their structures during the interaction process.</p><p><strong>Conclusions: </strong>The study's findings suggest that miR-629-5p and miR-660-5p may have potential as predictive biomarkers and treatment targets for Preventing CRC and that Regorafenib and DIM may have miRNA binding properties. They indicated a high affinity to miRNA-629-5p compared with miRNA-660-5p created a slight change in its structure and can suppress its activity in CRC. However, extra experimental approaches are needed to approve our hypothesis.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"33"},"PeriodicalIF":1.7,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165612/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144302043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Are Workers with Type 2 Diabetes at Greater Risk of Complications From Working in a Hot Environment? A Field Study in the Steel Industry. 2型糖尿病患者在高温环境下工作更容易发生并发症吗?钢铁工业的实地研究。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_208_22
Fatemeh Dehghani, Habibollah Dehghan, Siamak Pourabdian

Background: The occurrence of heat stress in healthy individuals is different from those with chronic diseases like diabetes. While exposed to heat, complications caused by diabetes may lead to problems in body temperature regulation. Due to the fact that diabetic workers are less efficient in hot environments, researchers are encouraged to evaluate this condition.

Methods: The current study incorporates 30 young males. In the first stage, individuals with the history of type 2 diabetes mellitus (T2DM), who frequently had exposure to heat at work, were selected and compared with non-diabetic workers as the control group. Indicators like deep body temperature, skin temperature, heart rate, physiological strain index (PSI), and perceptual strain index (PeSI) were measured and recorded. Eventually, data were evaluated and analyzed using repeated-measure design, independent t test, and its nonparametric equivalent, The Mann-Whitney U test.

Results: In the two groups of type 2 diabetes and control group, following one hour of heat exposure, the median heart rate was 115 (18) and 99 (21) (P = 0.008), respectively, mean deep body temperature was 37.6 (0.37) and 36.95 (0.41) (P < 0.001), mean PSI was 3.01 (0.93) and 2.08 (1.0) (P = 0.021), and mean PeSI was 7.82 (1.43) and 6.12 (2.14) (P = 0.032), which were significantly different. In addition, no significant difference was observed between the skin temperatures of the two groups after one hour of exposure to heat.

Conclusions: According to the results, workers with type 2 diabetes are exposed to more heat strain than the control group in the same hot environment.

背景:健康个体热应激的发生与糖尿病等慢性疾病患者不同。当暴露在高温下时,糖尿病引起的并发症可能导致体温调节出现问题。由于糖尿病工人在炎热的环境中工作效率较低,因此鼓励研究人员对这种情况进行评估。方法:本研究纳入30名年轻男性。在第一阶段,选择有2型糖尿病(T2DM)病史,在工作中经常暴露在高温下的个体,与非糖尿病工人作为对照组进行比较。测量并记录深体温、皮肤温度、心率、生理应变指数(PSI)、感知应变指数(PeSI)等指标。最后,使用重复测量设计、独立t检验及其非参数等效的Mann-Whitney U检验对数据进行评估和分析。结果:两组2型糖尿病患者和对照组热暴露1 h后,平均心率分别为115(18)和99 (21)(P = 0.008),平均深体温分别为37.6(0.37)和36.95 (0.41)(P < 0.001),平均PSI分别为3.01(0.93)和2.08 (1.0)(P = 0.021),平均PeSI分别为7.82(1.43)和6.12 (2.14)(P = 0.032),差异均有统计学意义。此外,两组小鼠在受热1小时后皮肤温度无显著差异。结论:根据研究结果,在相同的高温环境下,2型糖尿病工人比对照组暴露于更多的热应变。
{"title":"Are Workers with Type 2 Diabetes at Greater Risk of Complications From Working in a Hot Environment? A Field Study in the Steel Industry.","authors":"Fatemeh Dehghani, Habibollah Dehghan, Siamak Pourabdian","doi":"10.4103/ijpvm.ijpvm_208_22","DOIUrl":"10.4103/ijpvm.ijpvm_208_22","url":null,"abstract":"<p><strong>Background: </strong>The occurrence of heat stress in healthy individuals is different from those with chronic diseases like diabetes. While exposed to heat, complications caused by diabetes may lead to problems in body temperature regulation. Due to the fact that diabetic workers are less efficient in hot environments, researchers are encouraged to evaluate this condition.</p><p><strong>Methods: </strong>The current study incorporates 30 young males. In the first stage, individuals with the history of type 2 diabetes mellitus (T2DM), who frequently had exposure to heat at work, were selected and compared with non-diabetic workers as the control group. Indicators like deep body temperature, skin temperature, heart rate, physiological strain index (PSI), and perceptual strain index (PeSI) were measured and recorded. Eventually, data were evaluated and analyzed using repeated-measure design, independent <i>t</i> test, and its nonparametric equivalent, The Mann-Whitney U test.</p><p><strong>Results: </strong>In the two groups of type 2 diabetes and control group, following one hour of heat exposure, the median heart rate was 115 (18) and 99 (21) (<i>P</i> = 0.008), respectively, mean deep body temperature was 37.6 (0.37) and 36.95 (0.41) (<i>P</i> < 0.001), mean PSI was 3.01 (0.93) and 2.08 (1.0) (<i>P</i> = 0.021), and mean PeSI was 7.82 (1.43) and 6.12 (2.14) (<i>P</i> = 0.032), which were significantly different. In addition, no significant difference was observed between the skin temperatures of the two groups after one hour of exposure to heat.</p><p><strong>Conclusions: </strong>According to the results, workers with type 2 diabetes are exposed to more heat strain than the control group in the same hot environment.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"31"},"PeriodicalIF":1.7,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165605/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144302038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capacity of Social Institutions: Towards Participation in Community-Centered Management Programs. 社会机构的能力:迈向参与以社区为中心的管理计划。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_248_24
Abtin Heidarzadeh, Mehrdad Farrokhi, Jafar Bazyar, Negar Pourvakhshoori

The new managerial approach demands the profound examination of capacities, resources, and facilities in social institutions and organizations and optimum and systemic utilization of capacities such as individuals' abilities, expertise, and skills within the framework of social institutions. This approach will thus empower the community, which is the most appropriate platform for sustainable development, and improve systemic and integrated management. The study is designed systematically to identify the capacities of social institutions to empower the existing capacities and plan management and educational programs in a better manner to use these capacities within communities. This systematic review study is conducted until February 15, 2024. The PRISMA system was used to track the review process and findings. Databases were searched for relevant articles, and the STROBE checklist was used to evaluate the quality of the articles. The community-based social organizations will still face budgetary challenges and costs in their capacity-building efforts. As such, advanced management techniques such as teamwork, collaboration and coordination between departments, innovative thinking, brainstorming, or even the use of program evaluation and analytical actions can help reduce possible challenges. This calls for the availability of exact management models and planners in both government systems and people-centered systems to coordinate such capacities. This will seek to shed more light on the important role of social institutions and hence serve to give a clearer understanding of challenges, opportunities, and supportive actions for such institutions to contribute to better government system management.

新的管理方法要求对社会机构和组织的能力、资源和设施进行深刻的检查,并在社会机构的框架内对个人的能力、专业知识和技能等能力进行最佳和系统的利用。因此,这种办法将赋予社区权力,使其成为可持续发展的最适当平台,并改善系统和综合管理。这项研究旨在系统地确定社会机构的能力,以增强现有能力,并以更好的方式规划管理和教育方案,以便在社区内利用这些能力。本系统综述研究将持续到2024年2月15日。PRISMA系统用于跟踪审查过程和结果。检索数据库中相关文献,采用STROBE检查表对文献质量进行评价。以社区为基础的社会组织在能力建设方面仍将面临预算挑战和费用。因此,先进的管理技术,如团队合作、部门之间的协作和协调、创新思维、头脑风暴,甚至是使用项目评估和分析行动,都可以帮助减少可能的挑战。这就要求在政府系统和以人民为中心的系统中都有精确的管理模式和规划人员来协调这些能力。这将力求更清楚地说明社会机构的重要作用,从而有助于更清楚地了解这些机构的挑战、机会和支助行动,以促进更好的政府系统管理。
{"title":"Capacity of Social Institutions: Towards Participation in Community-Centered Management Programs.","authors":"Abtin Heidarzadeh, Mehrdad Farrokhi, Jafar Bazyar, Negar Pourvakhshoori","doi":"10.4103/ijpvm.ijpvm_248_24","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_248_24","url":null,"abstract":"<p><p>The new managerial approach demands the profound examination of capacities, resources, and facilities in social institutions and organizations and optimum and systemic utilization of capacities such as individuals' abilities, expertise, and skills within the framework of social institutions. This approach will thus empower the community, which is the most appropriate platform for sustainable development, and improve systemic and integrated management. The study is designed systematically to identify the capacities of social institutions to empower the existing capacities and plan management and educational programs in a better manner to use these capacities within communities. This systematic review study is conducted until February 15, 2024. The PRISMA system was used to track the review process and findings. Databases were searched for relevant articles, and the STROBE checklist was used to evaluate the quality of the articles. The community-based social organizations will still face budgetary challenges and costs in their capacity-building efforts. As such, advanced management techniques such as teamwork, collaboration and coordination between departments, innovative thinking, brainstorming, or even the use of program evaluation and analytical actions can help reduce possible challenges. This calls for the availability of exact management models and planners in both government systems and people-centered systems to coordinate such capacities. This will seek to shed more light on the important role of social institutions and hence serve to give a clearer understanding of challenges, opportunities, and supportive actions for such institutions to contribute to better government system management.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"26"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080939/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detecting the Seasonal and Spatial Patterns of COVID-19 Hospitalization and Deaths in Iran: Insights from a Spatiotemporal and Hotspot Analysis. 检测伊朗COVID-19住院和死亡的季节和空间格局:来自时空和热点分析的见解。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_146_24
Leila Mounesan, Ebrahim Farhadi, Sana Eybpoosh, Ali Hosseini, Mahboubeh Parsaeian, Safoora Gharibzadeh, Mozhgan Ahmadinezhad, Farideh Bahari, Mohammad Mehdi Gouya, Aliakbar Haghdoost, Ehsan Mostafavi

Background: Understanding the seasonal and spatial patterns of COVID-19 hospitalization and deaths is crucial for effective hospital management, resource allocation, and public health interventions. The current study conducts a spatiotemporal hotspot analysis that explores the seasonal and geographical patterns of high-risk areas of COVID-19 hospitalizations and deaths in Iran.

Methods: Provincial-level data on laboratory-confirmed COVID-19 cases with acute respiratory symptoms in Iran (February 2019-March 30, 2022) were collected. Hotspot analyses mapped seasonal incidence risks, and Global Moran's spatial autocorrelation analysis identified COVID-19 clusters.

Results: Over the 2 years, 26 hotspots and 11 cold spots were identified (P < 0.05). Western and central provinces showed the highest hospitalization hotspots, while the west and north had the most death hotspots. South and southeast provinces exhibited low incidence and the highest number of cold spots. High-risk areas were prevalent in spring and autumn, mainly in the west, north, and central regions.

Conclusions: This research unveils the clustering patterns of COVID-19 hospitalizations and fatalities in Iran during the most severe pandemic. Spatial clusters and dynamic hotspots varied across regions and time. Prioritizing high-risk areas during critical epidemic waves, devising seasonal care strategies, and implementing preventive measures can significantly improve health outcomes.

背景:了解COVID-19住院和死亡的季节和空间格局对于有效的医院管理、资源分配和公共卫生干预至关重要。本研究通过时空热点分析,探索伊朗新冠肺炎住院和死亡高危地区的季节和地理格局。方法:收集2019年2月- 2022年3月30日伊朗省级实验室确诊的新冠肺炎急性呼吸道症状病例资料。热点分析绘制了季节性发病风险图,Global Moran空间自相关分析确定了COVID-19聚集性。结果:2年内共发现热点26个,冷点11个(P < 0.05)。西部和中部省份是最高的住院热点,而西部和北部省份是最高的死亡热点。南部和东南部省份冷点发生率低,数量最多。高发区集中在春季和秋季,主要集中在西部、北部和中部地区。结论:本研究揭示了在最严重的大流行期间,伊朗COVID-19住院和死亡人数的聚集模式。空间集群和动态热点在不同区域和时间存在差异。在重大疫情期间优先考虑高风险地区,制定季节性护理战略,并实施预防措施,可显著改善健康结果。
{"title":"Detecting the Seasonal and Spatial Patterns of COVID-19 Hospitalization and Deaths in Iran: Insights from a Spatiotemporal and Hotspot Analysis.","authors":"Leila Mounesan, Ebrahim Farhadi, Sana Eybpoosh, Ali Hosseini, Mahboubeh Parsaeian, Safoora Gharibzadeh, Mozhgan Ahmadinezhad, Farideh Bahari, Mohammad Mehdi Gouya, Aliakbar Haghdoost, Ehsan Mostafavi","doi":"10.4103/ijpvm.ijpvm_146_24","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_146_24","url":null,"abstract":"<p><strong>Background: </strong>Understanding the seasonal and spatial patterns of COVID-19 hospitalization and deaths is crucial for effective hospital management, resource allocation, and public health interventions. The current study conducts a spatiotemporal hotspot analysis that explores the seasonal and geographical patterns of high-risk areas of COVID-19 hospitalizations and deaths in Iran.</p><p><strong>Methods: </strong>Provincial-level data on laboratory-confirmed COVID-19 cases with acute respiratory symptoms in Iran (February 2019-March 30, 2022) were collected. Hotspot analyses mapped seasonal incidence risks, and Global Moran's spatial autocorrelation analysis identified COVID-19 clusters.</p><p><strong>Results: </strong>Over the 2 years, 26 hotspots and 11 cold spots were identified (<i>P</i> < 0.05). Western and central provinces showed the highest hospitalization hotspots, while the west and north had the most death hotspots. South and southeast provinces exhibited low incidence and the highest number of cold spots. High-risk areas were prevalent in spring and autumn, mainly in the west, north, and central regions.</p><p><strong>Conclusions: </strong>This research unveils the clustering patterns of COVID-19 hospitalizations and fatalities in Iran during the most severe pandemic. Spatial clusters and dynamic hotspots varied across regions and time. Prioritizing high-risk areas during critical epidemic waves, devising seasonal care strategies, and implementing preventive measures can significantly improve health outcomes.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"20"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080935/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scrutinizing the Perspective of Family Physician Teams After the first Decade of Implementation of Urban Family Physician Program: A Thematic Qualitative Study from Iran. 城市家庭医生项目实施第一个十年后家庭医生团队的视角审视:来自伊朗的专题质性研究。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_34_24
Behnam Honarvar, Kamran Bagheri Lankarani, Hassan Joulaei, Saeed Shahabi, Milad Ahmadi Marzaleh, Yasamin Kaheni, Niloofar Rambod Rad, Zahra Zarei Jeliani, Fatemeh Shaygani, Majid Najafi Kalyani, Maedeh Hajiaghaei, Fatemeh Zarei Jeliani

Background: Urban Family Physician Program (UFPP) passed the first ten years of its age in Iran. In this study, we aimed to determine the strengths and challenges of this program from the viewpoints of family physician (FP) teams to address comprehensive evidences and solutions for its improvement.

Methods: In this qualitative study, using purposeful sampling, 58 members of FP teams from ten cities of Fars province were interviewed. In-depth semistructured phone interviews were performed. The trustworthiness of data was checked using Guba and Lincoln criteria.

Results: Interviewees' mean years of working in UFPP was 6.9 ± 3.5 years. Themes of challenges included: Inefficient governance, Challenging information system, Fragile financing system, Inefficient service provision, Inefficient Health Workforce, and Inadequate medical products and technologies. Themes of strengths included: Improving governance, Comprehensive information system, Improved quality of service delivery, Improved health workforce conditions, Curbing the costs of health systems, and Capability of application of new technologies. The bulk of views were toward challenges compared with the strengths.

Conclusions: After the first decade of running UFPP and regardless of some contradictory opinions among family physician teams, the challenges of this program outweigh its strengths. These evidences address the need for a fundamental reform in this program.

背景:城市家庭医生计划(UFPP)在伊朗度过了它的第一个十年。在本研究中,我们旨在从家庭医生(FP)团队的角度确定该计划的优势和挑战,以寻求综合证据和改进方案。方法:采用有目的抽样的定性研究方法,对法尔斯省10个城市的58名计划生育团队成员进行访谈。进行了深入的半结构化电话访谈。使用Guba和Lincoln标准检查数据的可信度。结果:受访者在upp的平均工作年限为6.9±3.5年。挑战的主题包括:治理效率低下、信息系统具有挑战性、融资系统脆弱、服务提供效率低下、卫生人力效率低下以及医疗产品和技术不足。优势主题包括:改善治理、综合信息系统、提高服务质量、改善卫生人力条件、控制卫生系统成本和新技术应用能力。与优点相比,大部分观点都是关于挑战的。结论:在运行UFPP的第一个十年之后,尽管家庭医生团队中存在一些相互矛盾的意见,但该计划的挑战大于其优势。这些证据表明,有必要对这一项目进行根本性改革。
{"title":"Scrutinizing the Perspective of Family Physician Teams After the first Decade of Implementation of Urban Family Physician Program: A Thematic Qualitative Study from Iran.","authors":"Behnam Honarvar, Kamran Bagheri Lankarani, Hassan Joulaei, Saeed Shahabi, Milad Ahmadi Marzaleh, Yasamin Kaheni, Niloofar Rambod Rad, Zahra Zarei Jeliani, Fatemeh Shaygani, Majid Najafi Kalyani, Maedeh Hajiaghaei, Fatemeh Zarei Jeliani","doi":"10.4103/ijpvm.ijpvm_34_24","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_34_24","url":null,"abstract":"<p><strong>Background: </strong>Urban Family Physician Program (UFPP) passed the first ten years of its age in Iran. In this study, we aimed to determine the strengths and challenges of this program from the viewpoints of family physician (FP) teams to address comprehensive evidences and solutions for its improvement.</p><p><strong>Methods: </strong>In this qualitative study, using purposeful sampling, 58 members of FP teams from ten cities of Fars province were interviewed. In-depth semistructured phone interviews were performed. The trustworthiness of data was checked using Guba and Lincoln criteria.</p><p><strong>Results: </strong>Interviewees' mean years of working in UFPP was 6.9 ± 3.5 years. Themes of challenges included: Inefficient governance, Challenging information system, Fragile financing system, Inefficient service provision, Inefficient Health Workforce, and Inadequate medical products and technologies. Themes of strengths included: Improving governance, Comprehensive information system, Improved quality of service delivery, Improved health workforce conditions, Curbing the costs of health systems, and Capability of application of new technologies. The bulk of views were toward challenges compared with the strengths.</p><p><strong>Conclusions: </strong>After the first decade of running UFPP and regardless of some contradictory opinions among family physician teams, the challenges of this program outweigh its strengths. These evidences address the need for a fundamental reform in this program.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"23"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080941/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the Economic Implications of a Diagnosis-Related Groups Payment System in Iran's Health System Transformation Plan. 评估伊朗卫生系统转型计划中与诊断相关的团体支付系统的经济影响。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_359_23
Yousef Khadivi, Mohsen Nabi Meibodi, Fatemeh Saghafi, Reza Khadivi

Background: The Health System Transformation Plan (HSTP) in Iran aimed to enhance universal health coverage through improved access and reduced out-of-pocket payments. However, rising healthcare expenditures have posed challenges. The Diagnosis-Related Groups (DRG) payment system has been implemented in developed countries to reduce costs, improve efficiency, and enhance service quality. This study estimates the potential cost savings in pharmaceutical and inpatient services within the HSTP framework, focusing on public hospitals affiliated with Isfahan University of Medical Sciences (MUI).

Methods: This study was conducted in three stages. First, a cross-sectional study design was used to collect current inpatient and pharmaceutical costs from public hospitals affiliated with MUI before and after the health sector reform. Second, a meta-analysis was conducted to determine the effects of implementing the DRG payment system on the costs of inpatient and pharmaceutical services. Finally, the possible costs of medication and hospitalization in 2015 were estimated by applying the annual inflation rate. The predicted costs were calculated by multiplying the impact values of the DRG payment system on the estimated expenses in 2015. The potential cost savings were calculated by subtracting the current expenses from the predicted expenses based on the DRG payment system.

Results: Based on the assumption ratio of changes following the implementation of the DRG payment system, the study estimated cost savings of $60,282,055 in both inpatient and pharmaceutical expenses.

Conclusions: Implementing the DRG payment system could have resulted in significant cost savings, equivalent to 9.2% of the total health sector expenditures of MUI.

背景:伊朗的卫生系统转型计划(HSTP)旨在通过改善可及性和减少自付费用来加强全民健康覆盖。然而,不断增长的医疗支出带来了挑战。为了降低成本、提高效率和提高服务质量,发达国家已经实施了诊断相关组(DRG)支付制度。本研究估计了在HSTP框架内的制药和住院服务的潜在成本节约,重点是伊斯法罕医科大学(MUI)附属的公立医院。方法:本研究分三个阶段进行。首先,采用横断面研究设计收集卫生部门改革前后MUI所属公立医院的住院费用和药费。其次,进行了一项荟萃分析,以确定实施DRG支付系统对住院和药品服务成本的影响。最后,应用年通货膨胀率估算2015年可能的用药和住院费用。预测成本是通过将DRG支付系统对2015年估计费用的影响值相乘来计算的。通过从基于DRG支付系统的预测费用中减去当前费用来计算潜在的成本节约。结果:根据DRG支付系统实施后变化的假设比率,该研究估计住院和药品费用节省了60,282,055美元。结论:实施DRG支付系统可以节省大量费用,相当于MUI卫生部门总支出的9.2%。
{"title":"Assessing the Economic Implications of a Diagnosis-Related Groups Payment System in Iran's Health System Transformation Plan.","authors":"Yousef Khadivi, Mohsen Nabi Meibodi, Fatemeh Saghafi, Reza Khadivi","doi":"10.4103/ijpvm.ijpvm_359_23","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_359_23","url":null,"abstract":"<p><strong>Background: </strong>The Health System Transformation Plan (HSTP) in Iran aimed to enhance universal health coverage through improved access and reduced out-of-pocket payments. However, rising healthcare expenditures have posed challenges. The Diagnosis-Related Groups (DRG) payment system has been implemented in developed countries to reduce costs, improve efficiency, and enhance service quality. This study estimates the potential cost savings in pharmaceutical and inpatient services within the HSTP framework, focusing on public hospitals affiliated with Isfahan University of Medical Sciences (MUI).</p><p><strong>Methods: </strong>This study was conducted in three stages. First, a cross-sectional study design was used to collect current inpatient and pharmaceutical costs from public hospitals affiliated with MUI before and after the health sector reform. Second, a meta-analysis was conducted to determine the effects of implementing the DRG payment system on the costs of inpatient and pharmaceutical services. Finally, the possible costs of medication and hospitalization in 2015 were estimated by applying the annual inflation rate. The predicted costs were calculated by multiplying the impact values of the DRG payment system on the estimated expenses in 2015. The potential cost savings were calculated by subtracting the current expenses from the predicted expenses based on the DRG payment system.</p><p><strong>Results: </strong>Based on the assumption ratio of changes following the implementation of the DRG payment system, the study estimated cost savings of $60,282,055 in both inpatient and pharmaceutical expenses.</p><p><strong>Conclusions: </strong>Implementing the DRG payment system could have resulted in significant cost savings, equivalent to 9.2% of the total health sector expenditures of MUI.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"22"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080936/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents. 机器学习有助于预测青少年吸烟情况。
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_306_23
Hamidreza Roohafza, Elahe Mousavi, Razieh Omidi, Masoumeh Sadeghi, Mohammadreza Sehhati, Ahmad Vaez

Background: Considering the increasing prevalence of adolescent smoking in recent years, this study proposes a machine learning (ML) approach for distinguishing adolescents who are prone to start smoking and those who do not directly confess to smoking.

Methods: We used two repeated measures cross-sectional studies, including data from 7940 individuals as distinct training and test datasets. Utilizing the randomized least absolute shrinkage and selector operator (LASSO), the most influential factors were selected. We then investigated the performance of different ML approaches for the automatic classification of students into smoker/nonsmoker and low-risk/high-risk categories.

Results: Randomized LASSO feature selection prioritized 15 factors, including peer influence, risky behaviors, attitude and school policy toward smoking, family factors, depression, and sex as the most influential factors in smoking. Applying different ML approaches to the three study plans yielded an AUC of up to 0.92, sensitivity of up to 0.88, PPV of up to 0.72, specificity of up to 0.98, and NPV of up to 0.99.

Conclusions: The results showed the capability of our ML approach to distinguish between classes of smokers and nonsmokers. This model can be used as a brief screening tool for automated prediction of individuals susceptible to smoking for more precise preventive intervention plans focusing on adolescents.

背景:考虑到近年来青少年吸烟的日益普遍,本研究提出了一种机器学习(ML)方法来区分容易开始吸烟的青少年和不直接承认吸烟的青少年。方法:我们使用两个重复测量横断面研究,包括7940个人的数据作为不同的训练和测试数据集。利用随机最小绝对收缩和选择算子(LASSO),选择影响最大的因素。然后,我们研究了不同ML方法的性能,将学生自动分类为吸烟者/非吸烟者和低风险/高风险类别。结果:随机LASSO特征选择将同伴影响、危险行为、吸烟态度和学校政策、家庭因素、抑郁和性别等15个因素作为吸烟的主要影响因素。对三个研究计划应用不同的ML方法,AUC高达0.92,灵敏度高达0.88,PPV高达0.72,特异性高达0.98,NPV高达0.99。结论:结果表明我们的ML方法能够区分吸烟者和非吸烟者。该模型可作为一种简单的筛选工具,用于自动预测易吸烟个体,从而制定针对青少年的更精确的预防干预计划。
{"title":"Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents.","authors":"Hamidreza Roohafza, Elahe Mousavi, Razieh Omidi, Masoumeh Sadeghi, Mohammadreza Sehhati, Ahmad Vaez","doi":"10.4103/ijpvm.ijpvm_306_23","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_306_23","url":null,"abstract":"<p><strong>Background: </strong>Considering the increasing prevalence of adolescent smoking in recent years, this study proposes a machine learning (ML) approach for distinguishing adolescents who are prone to start smoking and those who do not directly confess to smoking.</p><p><strong>Methods: </strong>We used two repeated measures cross-sectional studies, including data from 7940 individuals as distinct training and test datasets. Utilizing the randomized least absolute shrinkage and selector operator (LASSO), the most influential factors were selected. We then investigated the performance of different ML approaches for the automatic classification of students into smoker/nonsmoker and low-risk/high-risk categories.</p><p><strong>Results: </strong>Randomized LASSO feature selection prioritized 15 factors, including peer influence, risky behaviors, attitude and school policy toward smoking, family factors, depression, and sex as the most influential factors in smoking. Applying different ML approaches to the three study plans yielded an AUC of up to 0.92, sensitivity of up to 0.88, PPV of up to 0.72, specificity of up to 0.98, and NPV of up to 0.99.</p><p><strong>Conclusions: </strong>The results showed the capability of our ML approach to distinguish between classes of smokers and nonsmokers. This model can be used as a brief screening tool for automated prediction of individuals susceptible to smoking for more precise preventive intervention plans focusing on adolescents.</p>","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"27"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080938/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Missed Role of Medical Students in Health-Promoting Hospitals. 医学生在健康促进医院的角色缺失
IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.4103/ijpvm.ijpvm_204_24
Mohammad Esmaeelzadeh, Seyyed Abolfazl Vagharseyyedin, Mobin Soleimanian Asl, Hakimeh Sabeghi
{"title":"The Missed Role of Medical Students in Health-Promoting Hospitals.","authors":"Mohammad Esmaeelzadeh, Seyyed Abolfazl Vagharseyyedin, Mobin Soleimanian Asl, Hakimeh Sabeghi","doi":"10.4103/ijpvm.ijpvm_204_24","DOIUrl":"https://doi.org/10.4103/ijpvm.ijpvm_204_24","url":null,"abstract":"","PeriodicalId":14342,"journal":{"name":"International Journal of Preventive Medicine","volume":"16 ","pages":"25"},"PeriodicalIF":1.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12080937/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144077972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Preventive Medicine
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1