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Does Preterm Prolonged Rupture of Membranes Increase the Risk of Needing Invasive Respiratory Support? A Retrospective Single-Centre Study 早产儿长时间破膜是否会增加需要侵入性呼吸支持的风险?一项回顾性单中心研究
Pub Date : 2024-07-05 DOI: 10.3390/children11070823
Eleanor Jeffreys, R. Bhat, Anne Greenough, T. Dassios
(1) Background: Preterm premature rupture of membranes (PPROM) has been associated with increased perinatal morbidity, but the effect of PPROM on respiratory disease has not been previously quantified. We hypothesised that PPROM would be associated with a higher incidence of invasive ventilation. (2) Methods: A retrospective cohort study at the Neonatal Unit at King’s College Hospital NHS Foundation Trust, London, UK, was conducted on infants born before 37 weeks of gestation. PPROM was defined as the rupture of membranes for >48 h. (3) Results: We reviewed 1901 infants (434 with PPROM) with a median (IQR) gestational age of 32.4 (28.7–35.0) weeks. The median (IQR) duration of rupture of membranes in the infants with PPROM was 129 (78–293) h. The incidence of invasive ventilation was 56% in the infants with PPROM and 46% in the infants without PPROM (p < 0.001). Following regression analysis, PPROM was significantly related to a higher incidence of invasive ventilation (odds ratio: 1.48; 95% CI: 1.13–1.92, adjusted p = 0.004) after adjusting for birth weight [odds ratio = 0.34; 95% CI: 0.33–0.43, adjusted p < 0.001], Apgar score at 10 min [odds ratio =0.61; 95% CI: 0.56–0.66, adjusted p < 0.001] and antenatal corticosteroid use (adjusted p = 0.939). (4) Conclusions: PPROM was associated with a 1.48-fold higher risk of needing invasive ventilation.
(1) 背景:早产胎膜早破(PPROM)与围产期发病率升高有关,但此前尚未量化 PPROM 对呼吸系统疾病的影响。我们假设早产胎膜早破与较高的有创通气发生率有关。(2)方法:英国伦敦国王学院医院 NHS 基金会信托基金会新生儿科对妊娠 37 周前出生的婴儿进行了一项回顾性队列研究。胎膜早破是指胎膜破裂时间超过 48 小时:我们对 1901 名婴儿(434 名患有 PPROM)进行了复查,其胎龄中位数(IQR)为 32.4(28.7-35.0)周。胎膜早破婴儿的中位(IQR)破膜时间为 129(78-293)小时。胎膜早破婴儿的有创通气发生率为 56%,无胎膜早破婴儿的有创通气发生率为 46%(P < 0.001)。回归分析显示,在调整出生体重后,PPROM 与侵入性通气的发生率显著相关(几率比:1.48;95% CI:1.13-1.92,调整后 p = 0.004)[几率比 = 0.34;95% CI:0.33-0.43,调整后 p <0.001]、10 分钟 Apgar 评分[几率比 =0.61;95% CI:0.56-0.66,调整后 p <0.001]和产前使用皮质类固醇(调整后 p =0.939)。(4)结论:PPROM与需要有创通气的风险高出1.48倍有关。
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引用次数: 0
Object Exploration and Manipulation in Infants at Typical vs. Elevated Likelihood for ASD: A Review 典型与高风险 ASD 婴儿的物体探索和操作:综述
Pub Date : 2024-07-05 DOI: 10.3390/children11070825
V. Focaroli, F. Taffoni, Andrea Velardi, Barbara Caravale, Flavio Keller
The present review considers the growing body of literature on fine motor skills in infants at elevated genetic likelihood (EL) for autism spectrum disorder (ASD). This area of study aims to identify crucial motor markers associated with the disorder, facilitating earlier and more accurate identification of ASD, using various experimental methodologies, including standardized assessments, observational measures, and technological tools. The reviewed evidence revealed distinct developmental trajectories in EL infants, marked by differences in fine motor skills and exploratory behaviors compared to typically developing infants. We discuss the developmental trajectory of fine motor skills in infants and their predictive value for later ASD diagnosis, highlighting the significance of fine motor skills as early indicators of ASD risk in infants and emphasizing the need for further research to elucidate their predictive value and underlying mechanisms.
关于自闭症谱系障碍(ASD)遗传可能性(EL)较高的婴儿精细运动技能的文献日益增多,本综述对此进行了研究。这一领域的研究旨在利用各种实验方法,包括标准化评估、观察措施和技术工具,找出与自闭症谱系障碍相关的关键运动标记,以便更早、更准确地识别自闭症谱系障碍。经审查的证据显示,与发育正常的婴儿相比,EL 婴儿在精细动作技能和探索行为方面存在明显差异,其发育轨迹与众不同。我们讨论了婴儿精细动作技能的发展轨迹及其对日后 ASD 诊断的预测价值,强调了精细动作技能作为婴儿 ASD 风险早期指标的重要性,并强调了进一步研究以阐明其预测价值和内在机制的必要性。
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引用次数: 0
Orofacial Clefts and Maternal Risk Factors: A Population-Based Case–Control Study 口面裂与母亲的风险因素:基于人群的病例对照研究
Pub Date : 2024-07-04 DOI: 10.3390/children11070819
M. Santoro, Lorena Mezzasalma, A. Coi, A. Pierini
Background/Objectives: Orofacial clefts (OFCs) are some of the most common congenital anomalies worldwide. The aim of this case–control study was to evaluate the association of OFCs with selected maternal characteristics. Methods: Data on isolated non-syndromic cases of OFCs were extracted from the population-based registry of congenital anomalies of Tuscany. A sample of live-born infants without any congenital anomaly was used as the control group. We investigated the association with sex and some maternal characteristics: age, body mass index, smoking, and education. Adjusted odds ratios (OR) were calculated using a logistic regression model. Analyses were performed for the total OFCs and separately for cleft lip (CL) and cleft palate (CP). Results: Data on 219 cases and 37,988 controls were analyzed. A higher proportion of males (57.9%) was observed, particularly for CL. A decreasing trend among the maternal age classes was observed (OR:0.81 (95%CI 0.70–0.94)). Underweight mothers had a higher prevalence of OFCs, in particular for CL (OR:1.88 (95%CI 1.08–3.26)). Conclusions: We found an association of OFCs with lower maternal age. The association with maternal age remains controversial and further epidemiological evidence is needed through multicenter studies. We observed that CL was more common in underweight mothers, suggesting actions of primary prevention.
背景/目的:口面裂(OFCs)是全球最常见的先天性畸形之一。本病例对照研究旨在评估 OFCs 与特定母亲特征之间的关联。研究方法从托斯卡纳先天性畸形人口登记中提取了OFC非综合征孤立病例的数据。没有任何先天性异常的活产婴儿样本作为对照组。我们研究了性别与母亲特征(年龄、体重指数、吸烟和教育程度)之间的关系。采用逻辑回归模型计算调整后的几率比(OR)。我们对所有 OFC 进行了分析,并分别对唇裂(CL)和腭裂(CP)进行了分析。结果:分析了 219 例病例和 37,988 例对照的数据。观察到男性比例较高(57.9%),尤其是唇裂。在不同年龄段的母亲中,发病率呈下降趋势(OR:0.81 (95%CI 0.70-0.94))。体重不足的母亲患 OFC 的比例较高,尤其是 CL(OR:1.88(95%CI 1.08-3.26))。结论我们发现 OFCs 与产妇年龄较低有关。与产妇年龄的关系仍存在争议,需要通过多中心研究进一步获得流行病学证据。我们发现,CL 在体重不足的母亲中更为常见,这表明需要采取初级预防措施。
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引用次数: 0
Sclerostin and Wnt Signaling in Idiopathic Juvenile Osteoporosis Using High-Resolution Confocal Microscopy for Three-Dimensional Analyses 利用高分辨率共聚焦显微镜进行三维分析:特发性幼年骨质疏松症中的硬骨蛋白和 Wnt 信号传导
Pub Date : 2024-07-04 DOI: 10.3390/children11070820
Renata C. Pereira, Kathleen J. Noche, B. Gales, Zhangying Chen, I. Salusky, Lauren V Albrecht
Background: Idiopathic juvenile osteoporosis (IJO) is a rare condition characterized by low bone mass that can increase the risk of fractures in children. Treatment options for these patients are limited as the molecular mechanisms of disease initiation and progression are incompletely understood. Sclerostin inhibits canonical Wnt signaling, which is important for the bone formation activity of osteoblasts, and elevated sclerostin has been implicated in adult osteoporosis. Objective: To evaluate the role of sclerostin in IJO, high-resolution confocal microscopy analyses were performed on bone biopsies collected from 13 pediatric patients. Methods: Bone biopsies were stained with sclerostin, and β-catenin antibodies showed elevated expression across osteocytes and increased sclerostin-positive osteocytes in 8 of the 13 total IJO patients (62%). Results: Skeletal sclerostin was associated with static and dynamic histomorphometric parameters. Further, colocalization analyses showed that bone sclerostin colocalized with phosphorylated β-catenin, a hallmark of Wnt signaling that indicates Wnt inhibition. In contrast, sclerostin-positive osteocytes were not colocalized with an “active” unphosphorylated form of β-catenin. Conclusions: These results support a model that altered levels of sclerostin and Wnt signaling activity occur in IJO patients.
背景:特发性青少年骨质疏松症(IJO)是一种罕见的疾病,其特点是骨量低,会增加儿童骨折的风险。由于对疾病发生和发展的分子机制尚不完全清楚,这些患者的治疗方案十分有限。硬骨素能抑制典型的 Wnt 信号传导,而 Wnt 信号传导对成骨细胞的骨形成活动非常重要,硬骨素的升高与成人骨质疏松症有关。研究目的为了评估硬骨素在 IJO 中的作用,对从 13 名儿童患者身上采集的骨活检组织进行了高分辨率共聚焦显微镜分析。方法:将骨活检组织用硬骨素染色:用硬骨素和β-catenin抗体对骨活检组织进行染色,结果显示,在13例IJO患者中,有8例(62%)的骨细胞中硬骨素阳性表达升高。结果显示骨骼硬骨素与静态和动态组织形态计量参数相关。此外,共定位分析表明,骨硬质素与磷酸化的β-catenin共定位,而磷酸化的β-catenin是Wnt信号转导的标志,表明Wnt受到抑制。相比之下,硬骨素阳性的骨细胞与 "活跃的 "未磷酸化形式的β-catenin没有共定位。结论这些结果支持 IJO 患者体内硬骨素水平和 Wnt 信号活性发生改变的模型。
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引用次数: 0
Polypharmacy in Children with Medical Complexity: A Cross-Sectional Study in a Pediatric Palliative Care Center 病情复杂儿童的多重用药:儿科姑息治疗中心的横断面研究
Pub Date : 2024-07-04 DOI: 10.3390/children11070821
Anna Zanin, Fernando Baratiri, Barbara Roverato, D. Mengato, Lisa Pivato, I. Avagnina, Irene Maghini, A. Divisic, F. Rusalen, C. Agosto, F. Venturini, Franca Benini
Background: Children with medical complexity (CMC) often require multiple medications, leading to polypharmacy, which seems to be linked to adverse effects, administration errors, and increased caregiver burden. This study aimed to describe the prevalence of polypharmacy, medication burden, off-label drug use, and associated costs. Methods: Conducted at the Pediatric Palliative Care Center of Padua, Italy, from August to October 2021, this cross-sectional observational study included patients up to 23 years old with at least one prescribed drug. Data were collected from medical records and caregiver interviews. Drug costs were collected from the Italian Medicine Agency. Descriptive statistical analysis was performed. For comparisons among categorical variables, the Chi-square test was used, and for those among continuous variables, the ANOVA test was used. Results: This study analyzed treatment regimens of 169 patients with a median age of 12.5 years (0.3–23). Polypharmacy was present in 52.7% of patients, and medication burden was observed in 44.4%, both varying significantly by primary diagnosis (p < 0.001). The median daily cost per patient was EUR 2.2 (IQR 0.9–7.1), with significant variation among subgroups. Only 34.6% of prescriptions were off-label. Conclusions: polypharmacy and medication burden are frequent among our CMC population, with some differences according to primary diagnosis.
背景:病情复杂的儿童(CMC)通常需要多种药物治疗,从而导致多重用药,而多重用药似乎与不良反应、用药错误和护理人员负担加重有关。本研究旨在描述多重用药的普遍性、用药负担、标示外用药及相关费用。研究方法这项横断面观察性研究于 2021 年 8 月至 10 月在意大利帕多瓦儿科姑息治疗中心进行,研究对象包括 23 岁以下至少服用一种处方药的患者。数据来自医疗记录和护理人员访谈。药费从意大利医药机构收集。研究进行了描述性统计分析。分类变量之间的比较采用卡方检验,连续变量之间的比较采用方差分析。结果本研究分析了 169 名患者的治疗方案,这些患者的中位年龄为 12.5 岁(0.3-23 岁)。52.7%的患者存在多重用药,44.4%的患者存在用药负担,两者因主要诊断不同而存在显著差异(P < 0.001)。每位患者的每日费用中位数为 2.2 欧元(IQR 0.9-7.1),不同亚组之间差异显著。只有 34.6% 的处方属于标签外处方。结论:在我们的 CMC 群体中,多药滥用和用药负担很常见,但根据主要诊断的不同存在一些差异。
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引用次数: 0
Muscle Mass as a Biomarker for Health Status and Function in Pediatric Individuals with Neuromuscular Disabilities: A Systematic Review 肌肉质量作为神经肌肉残疾儿科患者健康状况和功能的生物标志物:系统综述
Pub Date : 2024-07-03 DOI: 10.3390/children11070815
Isabella R. Ferrara, Cristina L. Sadowsky
This systematic review aims to investigate the relationship between muscle mass and specific health outcomes in pediatric populations with neuromuscular disorders. A search was performed for any relevant studies published in English from 1996 to 2023 in five databases. To be included in this analysis, articles must have had participants with an average age ≤21, focus on children with neuromuscular disabilities, and primarily examine relationships between muscle mass and any functional or health outcomes measure. Studies including typically developing children were used to contrast and enhance findings. Thirty-two studies were included, with 10,129 unique individuals represented: seventeen studies focused on healthy/typically developing children; seven on children with cerebral palsy; three on children with Duchenne muscular dystrophy; two on children with sarcopenia; and one study each on children with osteoporosis, congenital muscular dystrophy, and other various neurologic disorders. Thirteen studies assessed functional outcomes, ten assessed bone outcomes, and nine assessed other cardiovascular/metabolic outcomes. All of the included studies demonstrated relationships between muscle mass and respective outcomes in varying measures. The results of this review demonstrate that there is a consistently recognized relationship between muscle mass and important health outcomes in children, supporting clinically targeting muscle mass as a means to optimize desired outcomes.
本系统综述旨在研究患有神经肌肉疾病的儿科人群中肌肉质量与特定健康结果之间的关系。我们在五个数据库中检索了 1996 年至 2023 年期间用英语发表的所有相关研究。文章必须有平均年龄小于 21 岁的参与者,以患有神经肌肉障碍的儿童为研究对象,并主要研究肌肉质量与任何功能或健康结果之间的关系,才能纳入本次分析。包括发育正常儿童在内的研究则用于对比和强化研究结果。共纳入 32 项研究,代表了 10,129 名独特的个体:17 项研究关注健康/发育正常的儿童;7 项研究关注脑瘫儿童;3 项研究关注杜氏肌营养不良症儿童;2 项研究关注肌肉疏松症儿童;1 项研究关注骨质疏松症、先天性肌营养不良症和其他各种神经系统疾病儿童。13 项研究对功能结果进行了评估,10 项研究对骨骼结果进行了评估,9 项研究对其他心血管/代谢结果进行了评估。所有纳入的研究都以不同的指标证明了肌肉质量与相关结果之间的关系。本综述的结果表明,肌肉质量与儿童重要的健康结果之间存在公认的关系,支持临床上将肌肉质量作为优化预期结果的一种手段。
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引用次数: 0
Oral Health and Caries Prevention: How Tongue Hygiene Helps Maintain Balance of Microbiota and Overall Health in Pediatric Patients 口腔健康与龋病预防:舌头卫生如何帮助儿科患者保持微生物群平衡和整体健康
Pub Date : 2024-07-03 DOI: 10.3390/children11070816
Giovanna Mosaico, Mara Pinna, Roberta Grassi, G. Orrù, A. Scribante, Carolina Maiorani, C. Casu, G. Nardi, A. Butera
Background/Objectives: The tongue harbors about two-thirds of the microorganisms present in the mouth; the stable bacterial population consists mainly of aerobic and facultative anaerobic streptococci. These bacterial colonies, found more frequently on the tongue than on the outside of the hard part of the dental enamel in children younger than 18 months, suggest that the tongue is a potential bacterial reservoir. The aim of this review is to examine the scientific literature to clarify whether the mechanical removal of bacterial biofilm on the tongue can have a positive effect on caries prevention, with the reduction in colony-forming unit (CFU) of salivary streptococcus and the whole-mouth plaque index (FMPS). Methods: An open literature search was conducted by using PubMed (MEDLINE), Cochrane Library and Google Scholar. The most studied age range was 9 to 12 years, with groups of children with no caries and groups with a minimum number of two teeth that were reconstructed, decayed and/or missing (DMFS/dmfs > 2) who experienced different tongue hygiene methods for the first time. Results: Four randomized trials met the search criteria and were included in this review. Conclusions: The results obtained suggest that specific tongue hygiene protocols, combined with a healthy diet and lifestyle, could be considered the gold standard to enable more effective primary prevention and improve the health of pediatric patients. This review improves the understanding of the impact of tongue hygiene in controlling the bacteria responsible for the onset of carious disease and its systemic correlates; however, further research with more data is needed to further confirm the findings of this research.
背景/目的:口腔中约有三分之二的微生物存在于舌头上;稳定的细菌群主要由需氧和兼性厌氧链球菌组成。在 18 个月以下的儿童中,这些细菌菌落在舌头上的发现频率高于在牙釉质坚硬部分外部的发现频率,这表明舌头是一个潜在的细菌库。本综述旨在研究科学文献,以明确机械去除舌头上的细菌生物膜是否会对预防龋齿产生积极影响,从而降低唾液链球菌的菌落形成单位(CFU)和全口牙菌斑指数(FMPS)。研究方法使用 PubMed (MEDLINE)、Cochrane Library 和 Google Scholar 进行了公开文献检索。研究的最大年龄范围为 9 至 12 岁,研究对象包括无龋儿童和至少有两颗牙齿重建、龋坏和/或缺失(DMFS/dmfs > 2)的儿童,这些儿童首次体验了不同的舌头卫生方法。结果:四项随机试验符合搜索标准,并被纳入本综述。结论:研究结果表明,特定的舌头卫生方案与健康的饮食和生活方式相结合,可被视为实现更有效的初级预防和改善儿科患者健康的黄金标准。本综述加深了人们对舌头卫生在控制导致龋齿发病的细菌及其全身相关因素方面的影响的了解;然而,要进一步证实本研究的结果,还需要更多数据的进一步研究。
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引用次数: 0
Assessing the Relationship between Body Image Satisfaction and Physical Activity in Italian Adolescents: A Cross-Sectional Investigation 评估意大利青少年身体形象满意度与体育锻炼之间的关系:横断面调查
Pub Date : 2024-07-03 DOI: 10.3390/children11070818
S. Masotti, T. Piva, V. Zerbini, A. Raisi, Erica Menegatti, A. Pagani, Costanza Bigoni, Elena Ballarin, Federica De Luca, L. Zaccagni, N. Rinaldo, S. Toselli, E. Gualdi-Russo, Antonio Argentoni, Arli Veli, G. Mazzoni, S. Mandini
Background: Body image perception can significantly influence various aspects of adolescent lives. The study analyzed the relationship between body image satisfaction and sports participation in adolescents, examining various factors that contribute to body image concerns and their implications for sports engagement. Methods: A total of 237 schoolchildren were recruited from lower secondary Italian schools. Anthropometric characteristics were measured directly. Assessment of body image perception was performed using Body Silhouette Charts for preadolescent children. The Italian version of the International Physical Activity Questionnaire for Adolescents questionnaire was administered to assess physical activity (PA) levels at school and during leisure time in the last 7 days. Analysis of variance was used to test differences in PA levels, while multiple regression models were carried out to assess possible predictors of body dissatisfaction. Results: In total, 42.6% of children were not satisfied with their figure and 23.2% were very dissatisfied; among them, the vast majority would have liked to be thinner. The dissatisfaction and satisfaction were similar in boys and girls. The frequency of satisfaction with one’s body image was higher in children who practiced extracurricular sports compared to those who did not. The percentage of dissatisfaction with one’s body image was similar in the two groups, but the frequency of children being very dissatisfied was double in the group that does not practice extracurricular sport (31.2% vs. 17.7%). Body dissatisfaction increases with increasing body mass index in both genders but decreases in children involved in extracurricular sports. Conclusions: Encouraging teenagers to engage in regular physical activity should be a key component of therapies supporting positive body image. This study found a relationship between extracurricular sports and body image satisfaction, suggesting that physical activity protects teenagers’ body image satisfaction.
背景:身体形象认知会极大地影响青少年生活的各个方面。本研究分析了青少年身体形象满意度与运动参与之间的关系,探讨了导致身体形象问题的各种因素及其对运动参与的影响。研究方法从意大利初中学校共招募了 237 名学生。直接测量了人体测量特征。对身体形象感知的评估采用了针对青春期前儿童的 "身体轮廓图"。采用意大利语版《国际青少年体育活动问卷》来评估过去 7 天在学校和课余时间的体育活动水平。采用方差分析来检验体育锻炼水平的差异,同时采用多元回归模型来评估身体不满意度的可能预测因素。结果显示共有 42.6% 的儿童对自己的身材不满意,23.2% 的儿童非常不满意;其中,绝大多数儿童希望自己能更瘦一些。男孩和女孩的不满意度和满意度相似。与不参加课外体育活动的儿童相比,参加课外体育活动的儿童对自己身体形象的满意度更高。两组儿童对自己身体形象不满意的比例相似,但不参加课外体育活动组儿童对自己身体形象非常不满意的频率是参加课外体育活动组的两倍(31.2% 对 17.7%)。随着体重指数的增加,男女儿童对身体的不满意度都会增加,但参加课外体育活动的儿童对身体的不满意度会降低。结论鼓励青少年定期参加体育锻炼应成为支持积极身体形象疗法的重要组成部分。本研究发现了课外体育运动与身体形象满意度之间的关系,这表明体育活动可以保护青少年的身体形象满意度。
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引用次数: 0
Nutrient and Hormonal Effects on Long Bone Growth in Healthy and Obese Children: A Literature Review 营养和激素对健康和肥胖儿童长骨生长的影响:文献综述
Pub Date : 2024-07-03 DOI: 10.3390/children11070817
Sazid Hasan, Shahrukh Naseer, Mazen Zamzam, Hashem Mohilldean, Colin Van Wagoner, Ahmad Hasan, Ehab S Saleh, Virginia Uhley, Suzan Kamel-ElSayed
Longitudinal bone growth is mediated through several mechanisms including macro- and micronutrients, and endocrine and paracrine hormones. These mechanisms can be affected by childhood obesity as excess adiposity may affect signaling pathways, place undue stress on the body, and affect normal physiology. This review describes the physiology of the epiphyseal growth plate, its regulation under healthy weight and obesity parameters, and bone pathology following obesity. A literature review was performed utilizing PubMed, PMC, NIH, and the Cochrane Database of Systematic Reviews pertinent to hormonal and nutritional effects on bone development, child obesity, and pathologic bone development related to weight. The review indicates a complex network of nutrients, hormones, and multi-system interactions mediates long bone growth. As growth of long bones occurs during childhood and the pubertal growth spurt, pediatric bones require adequate levels of minerals, vitamins, amino acids, and a base caloric supply for energy. Recommendations should focus on a nutrient-dense dietary approach rather than restrictive caloric diets to maintain optimal health. In conclusion, childhood obesity has profound multifaceted effects on the developing musculoskeletal system, ultimately causing poor nutritional status during development. Weight loss, under medical supervision, with proper nutritional guidelines, can help counteract the ill effects of childhood obesity.
骨骼的纵向生长是通过几种机制介导的,包括宏观和微观营养素以及内分泌和旁分泌激素。这些机制可能会受到儿童肥胖症的影响,因为过多的脂肪可能会影响信号传导途径,给身体带来过大的压力,并影响正常的生理机能。本综述介绍了骺生长板的生理学、在健康体重和肥胖参数下的调节以及肥胖后的骨骼病理学。我们利用 PubMed、PMC、NIH 和 Cochrane 系统综述数据库进行了文献综述,内容涉及激素和营养对骨骼发育的影响、儿童肥胖以及与体重相关的病理性骨骼发育。综述显示,营养素、激素和多系统相互作用的复杂网络介导了长骨的生长。由于长骨生长发生在儿童期和青春期生长高峰期,小儿骨骼需要充足的矿物质、维生素、氨基酸和基本的热量供应。建议应侧重于营养丰富的饮食方法,而不是限制热量的饮食,以保持最佳健康状态。总之,儿童肥胖症对发育中的肌肉骨骼系统有深远的多方面影响,最终导致发育过程中营养状况不良。在医生的指导下,通过适当的营养指导进行减肥,有助于消除儿童肥胖症的不良影响。
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引用次数: 0
Machine Learning Approach for Predicting the Impact of Food Insecurity on Nutrient Consumption and Malnutrition in Children Aged 6 Months to 5 Years 预测粮食不安全对 6 个月至 5 岁儿童营养素消耗和营养不良影响的机器学习方法
Pub Date : 2024-07-02 DOI: 10.3390/children11070810
R. Qasrawi, Sabri Sgahir, Maysaa Nemer, Mousa Halaikah, Manal Badrasawi, Malak Amro, Stephanny Vicuna Polo, Diala Abu Al-Halawa, Doa’a Mujahed, Lara Nasreddine, Ibrahim Elmadfa, Siham Atari, A. Al-Jawaldeh
Background: Food insecurity significantly impacts children’s health, affecting their development across cognitive, physical, and socio-emotional dimensions. This study explores the impact of food insecurity among children aged 6 months to 5 years, focusing on nutrient intake and its relationship with various forms of malnutrition. Methods: Utilizing machine learning algorithms, this study analyzed data from 819 children in the West Bank to investigate sociodemographic and health factors associated with food insecurity and its effects on nutritional status. The average age of the children was 33 months, with 52% boys and 48% girls. Results: The analysis revealed that 18.1% of children faced food insecurity, with household education, family income, locality, district, and age emerging as significant determinants. Children from food-insecure environments exhibited lower average weight, height, and mid-upper arm circumference compared to their food-secure counterparts, indicating a direct correlation between food insecurity and reduced nutritional and growth metrics. Moreover, the machine learning models observed vitamin B1 as a key indicator of all forms of malnutrition, alongside vitamin K1, vitamin A, and zinc. Specific nutrients like choline in the “underweight” category and carbohydrates in the “wasting” category were identified as unique nutritional priorities. Conclusion: This study provides insights into the differential risks for growth issues among children, offering valuable information for targeted interventions and policymaking.
背景:粮食不安全会严重影响儿童的健康,影响他们在认知、身体和社会情感方面的发展。本研究探讨了粮食不安全对 6 个月至 5 岁儿童的影响,重点关注营养素摄入量及其与各种形式营养不良的关系。研究方法本研究利用机器学习算法分析了来自约旦河西岸 819 名儿童的数据,以调查与粮食不安全相关的社会人口和健康因素及其对营养状况的影响。这些儿童的平均年龄为 33 个月,其中 52% 为男孩,48% 为女孩。结果显示分析结果表明,18.1% 的儿童面临粮食不安全问题,家庭教育、家庭收入、地点、地区和年龄是重要的决定因素。与粮食有保障的儿童相比,粮食无保障环境中的儿童平均体重、身高和中上臂围较低,这表明粮食无保障与营养和生长指标下降之间存在直接关联。此外,机器学习模型观察到,维生素 B1 与维生素 K1、维生素 A 和锌一样,是各种形式营养不良的关键指标。体重不足 "类别中的胆碱和 "消瘦 "类别中的碳水化合物等特定营养素被确定为独特的营养重点。结论这项研究深入揭示了儿童生长问题的不同风险,为有针对性的干预措施和政策制定提供了有价值的信息。
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