Browse publications by year: 2025

  1. Yu Y, Kumar S, Ye Z
    Sci Rep, 2025 Mar 24;15(1):10091.
    PMID: 40128549 DOI: 10.1038/s41598-025-94435-x
    This paper examines the spatio-temporal interaction and driving factors between urban compactness and carbon emission intensity in the Pearl River Delta Urban Agglomeration from 2010 to 2021. Through the analysis by using comprehensive evaluation, coupling coordination degree model and gray correlation model. Data analysis revealed a steady upward trend in the compactness of the Pearl River Delta Urban Agglomeration. However, there are noticeable regional differences in the compactness of cities. Additionally, carbon emission intensity of urban agglomerations decreases year by year. The rate of change in the carbon emission intensity values varies slightly from city to city. The coupling degree and the coupling coordination degree of urban compactness and carbon emission intensity in the Pearl River Delta Urban Agglomeration are gradually moving towards a coordinated development. Factors such as industrial structure, urbanization level, technological innovation, government intervention and environmental livability, will affect the coupling correlation between urban compactness and carbon emission intensity in the Pearl River Delta Urban Agglomeration. Policy recommendations for city construction should emphasize high-quality urban development and innovative low-carbon urban development models.
  2. Tan JY, Yeo YH, Kin HWK, Ang QX, Chisti MM, Ezekwudo D, et al.
    Cancer Med, 2025 Mar;14(6):e70831.
    PMID: 40129265 DOI: 10.1002/cam4.70831
    BACKGROUND: Chimeric Antigen Receptor (CAR) T-cell therapy has arisen as a revolutionary treatment for hematologic malignancies. Our study aimed to evaluate how sex differences affect outcomes and complications following CAR T-cell therapy.

    METHODS: Utilizing the Nationwide Readmissions Database (2018-2020), we identified patients and divided them into male and female groups. Hospital outcomes and complications were compared among these two groups after propensity score matching to match groups based on comorbidities, producing two comparable cohorts.

    RESULTS: We analyzed 2928 patients (1832 males, 62.6%, mean age 60.3 ± 13.7 years; 1096 females, 37.4%, mean age 59.1 ± 13.8 years). After propensity score matching (1:1ratio), 1092 males and females were compared. There were no significant sex differences in early mortality (adjusted odd ratios (aOR): 1.04 [95% CI 0.69-1.57]), 30-day readmissions (aOR: 1.05 [95% CI 0.86-1.30]), or nonhome discharge (aOR: 0.89 [95% CI 0.60-1.31]). Females had higher odds of leukopenia (aOR: 1.26 [95% CI 1.06-1.50]) but lower odds of acute kidney injury (aOR: 0.68 [95% CI 0.52-0.88]).

    CONCLUSIONS: No sex differences were found in hospital outcomes, including early mortality, 30-day readmission, and nonhome discharge after CAR T-cell therapy.

    MeSH terms: Aged; Female; Humans; Male; Middle Aged; Sex Factors; Treatment Outcome; Propensity Score
  3. Paul TK, Khaleque MA, Ali MR, Aly Saad Aly M, Bacchu MS, Rahman S, et al.
    RSC Adv, 2025 Mar 21;15(12):8948-8976.
    PMID: 40129646 DOI: 10.1039/d5ra00271k
    MXenes, which are essentially 2D layered structures composed of transition metal carbides and nitrides obtained from MAX phases, have gained substantial interest in the field of energy storage, especially for their potential as electrodes in supercapacitors due to their unique properties such as high electrical conductivity, large surface area, and tunable surface chemistry that enable efficient charge storage. However, their practical implementation is hindered by challenges like self-restacking, oxidation, and restricted ion transport within the layered structure. This review focuses on the synthesis process of MXenes from MAX phases, highlighting the different etching techniques employed and how they significantly influence the resulting MXene structure and subsequent electrochemical performance. It further highlights the hybridization of MXenes with carbon-based materials, conducting polymers, and metal oxides to enhance charge storage capacity, cyclic stability, and ion diffusion. The influence of dimensional structuring (1D, 2D, and 3D architectures) on electrochemical performance is critically analyzed, showcasing their role in optimizing electrolyte accessibility and energy density. Additionally, the review highlights that while MXene-based supercapacitors have seen significant advancements in terms of energy storage efficiency through various material combinations and fabrication techniques, key challenges like large-scale production, long-term stability, and compatibility with electrolytes still need to be addressed. Future research should prioritize developing scalable synthesis methods, optimizing hybrid material interactions, and investigating new electrolyte systems to fully realize the potential of MXene-based supercapacitors for commercial applications. This comprehensive review provides a roadmap for researchers aiming to bridge the gap between laboratory research and commercial supercapacitor applications.
  4. Yeap BT, Nasir I, Koo TH, Paul AG, Zakaria MH
    Radiol Case Rep, 2025 May;20(5):2384-2387.
    PMID: 40129797 DOI: 10.1016/j.radcr.2025.01.083
    Desmoid fibromatosis (DF) is a rare, locally aggressive tumor arising from the abdominal fascia or musculoaponeurosis, commonly affecting individuals between 15 and 60 years of age. We present a case of a 13-year-old boy with a 9-month history of progressive swelling in the left posterior thigh. Magnetic resonance imaging (MRI) revealed a soft tissue tumor encasing the sciatic nerve. A biopsy confirmed the diagnosis of DF, showing spindle cells arranged in fascicles. The patient underwent wide local excision of the tumor with preservation of the sciatic nerve. Postoperative recovery was smooth, and 1-year follow-up MRI showed no recurrence. Surgical excision remains the primary treatment, especially in symptomatic patients, although recurrence is common even with negative margins. This case underscores the importance of regular follow-up for DF and a multidisciplinary approach to optimize management and surveillance.
  5. Shimazaki H, Iwayama T, Kobayashi S, Hatakeda J, Chia ZJ, Yoshimasu H, et al.
    PCN Rep, 2025 Mar;4(1):e70063.
    PMID: 40129875 DOI: 10.1002/pcn5.70063
    AIM: Epilepsy-related stigma significantly impacts quality of life, with severity noted in Asian countries. This study compared public attitudes towards epilepsy in Japan and Malaysia, two Asian nations with distinct religious and healthcare backgrounds.

    METHODS: We used the Public Attitudes Toward Epilepsy (PATE) scale, including its Japanese version (PATE-J), to survey 113 Japanese and 130 Malaysian participants. Demographic data and PATE scores were compared using t-tests and χ² tests. Covariance analysis (ANCOVA) was conducted to adjust for potential confounding factors such as age and education level.

    RESULTS: No significant differences were found in PATE total scores (P = 0.484), general domain (P = 0.101), or personal domain (P = 0.217) between Japan and Malaysia. However, after adjusting for age and education using ANCOVA, education significantly influenced the general domain (F = 4.512, P = 0.012) and total scores (F = 3.302, P = 0.038), while country (F = 7.191, P = 0.008) and age (F = 6.633, P = 0.011) were significant for the personal domain. Malaysian participants were significantly younger (P 

  6. Gaonkar A, Zahiruddin QS, Shabil M, Menon SV, Kaur M, Kumari M, et al.
    JGH Open, 2025 Mar;9(3):e70128.
    PMID: 40130085 DOI: 10.1002/jgh3.70128
    BACKGROUND: Although Helicobacter pylori (H. pylori) infections are widespread throughout the world, it is yet unknown whether they are linked to systemic illnesses like dyslipidemia. The purpose of this systematic review and meta-analysis was to examine the connection between lipid metabolism and H. pylori infection, with a particular emphasis on how it affects dyslipidemia.

    METHODS: We conducted a thorough search up until October 10, 2024, across databases such as PubMed, Web of Science, and Embase. Studies that reported lipid profiles in both H. pylori-infected and non-infected patients were considered eligible. The primary outcomes were triglyceride, LDL-C, HDL-C, and total cholesterol levels, which were examined using a random-effects model in R software version 4.4.

    RESULTS: There were 17 studies with more than 150,000 participants from 681 screened publications. Higher levels of LDL (MD: 5.32 mg/dL; 95% CI: 1.315 to 9.319) and total cholesterol (MD: 6.28 mg/dL; 95% CI: 0.718 to 11.842), as well as lower levels of HDL (MD: -2.06 mg/dL; 95% CI: -3.212 to -0.915), were the results of the meta-analysis. Among those infected, triglyceride levels were likewise higher (MD: 7.93 mg/dL; 95% CI: 0.413 to 15.436), but the odds ratio (OR) did not show a significant increase in risk (OR: 1.002; 95% CI: 0.995 to 1.010).

    CONCLUSION: H. pylori infection is associated with significant dyslipidemia, suggesting a potential link between chronic bacterial infection and lipid metabolism. The findings emphasize the need for further research to explore the mechanisms and potential therapeutic interventions.

  7. Choong JT, Suhaimi A, Su DC, Lam KHS
    Cureus, 2025 Feb;17(2):e79332.
    PMID: 40130090 DOI: 10.7759/cureus.79332
    Hemiplegic shoulder pain (HSP) significantly interferes with upper limb rehabilitation and reduces the function and quality of life in stroke patients. Perineural injection therapy (PIT) offers a regenerative approach by targeting potential pain-generating nerves utilizing dextrose. The effectiveness of PIT in HSP remains underexplored. This case series involved five stroke patients diagnosed with HSP during post-stroke inpatient rehabilitation. Their pain was not responding to analgesics and physical modalities, causing poor rehabilitation participation. All patients received the same PIT regime, whereby 1-5 ml of buffered 5% dextrose was administered subcutaneously to the lateral and intermediate supraclavicular nerve exiting point, quadrangular space, and triangular space. Pain levels, shoulder passive range of motion (PROM), and Fugl-Meyer Assessment for upper extremity (FMA-UE) scores were measured pre- and post-treatment. Standard rehabilitation care continued post-treatment. All patients reported significant pain reduction, with numerical rating scale (NRS) scores decreasing from an average of 7.3 to 1.0. Shoulder PROM improved by an average of 40 degrees in flexion and 37 degrees in abduction. FMA-UE scores increased from an average of 32.0 to 57.3, with all patients achieving the minimal clinically important difference of 12.4. No adverse effects were reported. In conclusion, a single-session PIT demonstrated effectiveness in reducing pain and improving function in patients with HSP, facilitating engagement in rehabilitation. This approach may be particularly valuable in facilities lacking ultrasound equipment.
  8. Ng YJ, Shroff R
    Cureus, 2025 Feb;17(2):e79439.
    PMID: 40130129 DOI: 10.7759/cureus.79439
    Introduction A significant portion of the global population lacks access to safe and affordable surgical and anaesthesia care, with the majority of those affected residing in low- and middle-income countries. As a low-middle-income country and one of the most populated nations, India faces substantial challenges in addressing this healthcare gap. We aimed to descriptively assess the perioperative mortality rate (POMR) of a low-resource non-governmental organisation hospital in India and assess the preparedness of surgical services. Methodology We performed a retrospective study by collecting the surgical volume from the operation theatre registry. All recorded deaths about surgery during the timeframe of data collection and investigated each death. We have also assessed the hospital's preparedness for surgical services. Results The operation theatre registry recorded 1,860 patients over five years who underwent major operations. The perioperative mortality was three (0.16%). The case mix done under obstetrics and gynaecology was 1,046 (56.2%), general surgery at 614 (33.0%), and orthopaedics at 200 (10.8%). After adjustment, we found that our average surgical volume per year was 448 (95% CI: 391.52-504.96). Emergency surgeries had a relative risk of 1.9 (95% CI: 0.172-20.87) higher than elective surgeries. Our situational analysis of surgical preparedness shows that Vivekananda Memorial Hospital (VMH) is a well-prepared hospital to provide 32 out of 42 essential surgeries, as described by the Disease Control Priorities. This hospital fulfilled the infrastructure and equipment required for an ideal 100-bed hospital, except for having a blood bank. Conclusion In a low-resource non-governmental organisation setting such as VMH, POMR can meet global standards. Surgical care is accessible and affordable to the poorest of the population.
  9. Tajudin N, Wang SM, Mohamad M, Mohd Nawi SFA, Noorizhab MNF
    IJID Reg, 2025 Mar;14:100604.
    PMID: 40130259 DOI: 10.1016/j.ijregi.2025.100604
    BACKGROUND: Genomic surveillance activity is a useful tool in epidemiologic investigations and monitoring of virus evolution. This study aimed to describe the COVID-19 outbreaks through SARS-CoV-2 virus genomic surveillance by whole genome sequencing.

    METHODS: A cross-sectional study was conducted using archived clinical samples of confirmed laboratory-positive COVID-19 from June 2021 to June 2022 from a tertiary center in Malaysia. The samples were subjected to whole genome sequencing. A phylogenetic tree was constructed using the maximum likelihood method in MEGA 11 software. The clinical data were obtained through paper, electronic, and hospital information systems.

    RESULTS: A total of 86 clinical samples were successfully sequenced. The phylogenetic tree revealed seven clusters, consisting of 24 cases. Three clusters were associated with health care workers and health care-associated individuals. The SARS-CoV-2 Delta variants were observed in the first three clusters and subsequently replaced with the Omicron variants.

    CONCLUSIONS: Whole genome sequencing is robust and reliable, enhancing epidemiologic investigations, leading to the identification of clusters and preventing the spreading of COVID-19 among health care workers. Monitoring of the SARS-CoV-2 variants is necessary to study the viral dynamics and maintain the effectiveness of public health interventions.

  10. Lim KH, Cheong YL, Lim KK, Lim JH, Abdul Hamid HA, Riyadzi MR, et al.
    Tob Induc Dis, 2025;23.
    PMID: 40130262 DOI: 10.18332/tid/201987
    INTRODUCTION: Developing effective intervention programs to lower adolescent smoking requires a thorough understanding of the sources and methods of youth tobacco product acquisition. This study aimed to identify the sources of cigarettes and related variables among adolescent smokers in Malaysian schools using the latest national data from the National Health and Morbidity Survey: Adolescents Health (NHMS: AHS) 2022.

    METHODS: We conducted the NHMS 2022: AHS to obtain a representative sample of school-age teenagers via a cross-sectional study design and a multi-stage sampling approach. We selected 1934 school-going adolescents aged 13-17 years who have smoked at least once in the previous 30 days from a total of 33523 respondents in the study. Data were collected from the participants using a pre-validated self-administered questionnaire. The analysis involved calculating adjusted odds ratios (AORs) with 95% confidence intervals (95% CIs). Furthermore, we examined potential two-way interactions between the independent variables.

    RESULTS: The study found that 6.2% (95% CI: 5.9-6.6) of teenagers in schools are currently smoking, with a notably higher percentage of male to female current smokers (10.8% vs 1.6%). Approximately 23.1% of current smokers are frequent smokers. Almost three-quarters of current smokers obtained their cigarettes from fixed premises (38.9%), and that friends (34.9%) were the primary sources of cigarettes among adolescents. The data show that more than half (59.7%, 95% CI: 57.0-62.4) of current smokers obtained cigarettes from commercial sources.

    CONCLUSIONS: The study found that a notably more significant proportion of adolescent smokers obtained their cigarettes from commercial vendors compared to their friends. These finding implies that increased law enforcement and health promotion programs are needed to lower the incidence of adolescent smoking in Malaysia.

  11. Liu Y, Jimeno ZKL, Sulaiman WAW
    J Trauma Inj, 2025 Mar 25.
    PMID: 40130418 DOI: 10.20408/jti.2024.0067
    Exposure to electrical current, whether through accidental contact in residential or industrial settings or via lightning strikes, represents a serious global health concern. Although numerous studies have been published on the differences between electrical and lightning injuries, they are often discussed together due to the similarities in their clinical presentations, management approaches, and outcomes. The question of whether electrical and lightning injuries should be studied together remains a matter of debate. Here, we present two cases: one of a lightning injury and another of an electrical injury. Our discussion aims to improve the understanding of lightning and electrical injuries as distinct entities. Vigorous resuscitative measures are recommended and given the complexity of electrical and lightning injuries and their long-term sequelae, patients should be managed in a multidisciplinary burn center. Furthermore, the knowledge and awareness of the general population must be improved to reduce the incidence of such injuries.
  12. Lim BY, Azmi F, Ng SF
    Drug Deliv Transl Res, 2025 Mar 22.
    PMID: 40120022 DOI: 10.1007/s13346-025-01835-7
    Wound healing is a complex process which is crucial for recovery. Delayed wound healing which is caused by the presence of pathogens has posed significant clinical implications affecting millions of patients globally. Wounds infection caused by Pseudomonas aeruginosa present significant challenges due to their resistance to multiple antimicrobial drugs. The Gram-negative bacteria secretes endotoxin lipopolysaccharide (LPS), which impede wound healing and may lead to severe complications, including life-threatening sepsis. Previously, our laboratory has successfully developed a new hydrogel containing a synthetic antimicrobial peptide as an alternative therapy to conventional antibiotics. This hydrogel contains LL37 microspheres embedded into activated carbon-chitosan hydrogel (LL37-AC-CS). LL37-AC-CS has shown desirable physicochemical properties as well as promising antimicrobial and antitoxin activities in vitro. This current study has two main objectives. The first is to evaluate the in vivo antimicrobial efficacy of LL37-AC-CS hydrogel in full-thickness rat wounds infected with P. aeruginosa. The second objective is to investigate the antitoxin efficacy on the rat wound models treated with E. coli endotoxins LPS. The wound healing efficacy was assessed in terms of the macroscopic appearance, wound contraction rate, histology, and wound tissue biochemical markers. As a result, the LL37-AC-CS hydrogel exhibited remarkable antimicrobial and antitoxin efficacy as compared to the controls. The wound healing efficacy was evident in increased wound closure rate and decrease in bacterial bioburden, and favourable changes in wound healing biomarkers namely the myeloperoxidase, interleukin-6 and tumour necrosis factor α. The elevation of hydroxyproline levels in the LPS-treated wound model indicates there was collagen synthesis. In conclusion, the results presented in this study have significantly enhanced our comprehension of the LL37-AC-CS hydrogel's potential in wound healing. Specifically, the research highlights its effectiveness in eliminating endotoxins and preventing bacterial growth.
  13. Huang YH, Sivakumar G, Kamaraj R, Lim KY, Chen YX, Liu CH, et al.
    Drug Deliv Transl Res, 2025 Mar 22.
    PMID: 40120023 DOI: 10.1007/s13346-025-01836-6
    This study aims to create glyco-based nanoparticles (NPs) with high drug-loading capability for targeted cancer treatment, specifically against MDA-MB-231 breast cancer cells. Traditional NPs have faced limitations due to low drug-loading capacities, leading to suboptimal therapeutic effectiveness and significant side effects. To overcome these limitations, DOX@pB-pM NP were synthesized using a self-assembly combination method of two poly(ε-caprolactone) (PCL) based polymers, mannoside-b-PCL (pM) and phenylboronic acid (PBA)-mPEG-t-PCL (pB). The pM polymer synthesis includes a Cu(I)-catalyzed azide-alkyne cycloaddition (CuAAc) reaction. DOX@pB-pM NP's mannose moiety is specifically engineered to target MDA-MB-231 cells, while the core of the NPs is made of hydrophobic, biodegradable polyester PCL. The functions of mPEG and PBA in the pB tri-block copolymer are to enhance biocompatibility and drug-loading efficiency, respectively. Additionally, mPEG can reduce nonspecific interactions. The PBA on the pB introduces a hydrophobic segment to the copolymer, which can improve the interaction with water-insoluble drugs, doxorubicin (DOX). The PBA moiety can also provide additional functionality, such as pH-responsive and H2O2-responsive drug release, which is particularly useful in targeting the tumor's acidic and oxidative microenvironment. The PBA groups convert them to boronic acid and 4-(hydroxymethyl) phenol, which destroys the NP core and causes DOX release, resulting in cell death. The in vitro release profile of DOX from the DOX@pB-pM NPs was evaluated under various conditions, including different pH levels and the presence or absence of H2O2, to simulate the acidic tumor microenvironment. The cytotoxicity of the DOX@pB-pM NPs was assessed using the MTT assay, which demonstrated significant inhibition of MDA-MB-231 breast cancer cell growth by DOX@pB-pM NPs. By combining mannose for the targeting of MDA-MB-231 breast cancer cells and fine-tuning the ratio of pM and pB polymers, the NPs showed good therapeutic efficacy. Importantly, pB-pM NPs displayed good biocompatibility, with no significant effect on cell survival even at high concentrations, indicating their potential as safe drug carriers. These data show that DOX@pB-pM NPs can potentially improve cancer therapeutic efficacy and safety.
  14. Rahman T, Hasan MZ
    Res Dev Disabil, 2025 Mar 21;160:104971.
    PMID: 40120153 DOI: 10.1016/j.ridd.2025.104971
    OBJECTIVES: This study focused on analysing treatment applicability and effectiveness for ASD in Bangladesh based on the perspectives of parents/guardians, and educational or healthcare professionals.

    METHODS AND PROCEDURES: We utilized a cross-sectional survey and a mixed methods approach was employed, integrating quantitative and qualitative data about interventions used, effectiveness, and satisfaction levels. Data were analysed via descriptive and inferential statistics, including independent sample t-tests.

    RESULTS: The results revealed that developmental approaches were the most commonly used and participants expressed a high level of satisfaction with the interventions. Educational and healthcare professionals emphasized the importance of a multidisciplinary approach. The study also found no statistically significant difference in the effectiveness of interventions between the two cities.

    CONCLUSIONS: The research highlights the need for a comprehensive and tailored approach to support individuals with ASD and provides valuable insights for organizations, policymakers, and professionals to improve the provision of effective interventions, It also focuses on the significance of involving caregivers in the treatment process. Further research is recommended to explore other regions' interventions and evaluate the long-term outcomes of different treatment approaches.

  15. Dalakoti M, Lin NHY, Yap J, Cader A, Dipanker P, Lee D, et al.
    JACC Adv, 2025 Mar 21;4(4):101676.
    PMID: 40120215 DOI: 10.1016/j.jacadv.2025.101676
    IMPORTANCE: Asia faces a rapidly rising burden of cardiovascular disease (CVD). Preventive cardiology efforts may help address the CVD epidemic.

    OBSERVATIONS: Solutions to address the CVD burden include a cardiovascular risk assessment framework, improving health screening efforts, better cardiovascular risk factor management, novel innovation strategies encompassing targeted lifestyle measures, and strengthening governmental efforts. With the region's wide socioeconomic and other disparities, contextualizing and practical adaptation of various strategies into local practices, especially in low-middle-income countries, will determine the success of CVD prevention efforts.

    CONCLUSIONS: A differential approach addressing cardiovascular risk factor screening, prevention, and management that considers the context-specific socioeconomic, governmental, and cultural aspects in diverse Asian populations may help reduce the rapidly rising CVD trajectory in Asia.

  16. Ijod G, Nawawi NIM, Qoms MS, Rashedi Ismail Fitry M, Rahim MHA, Charalampopoulos D, et al.
    Food Chem, 2025 Mar 16;480:143888.
    PMID: 40120312 DOI: 10.1016/j.foodchem.2025.143888
    The mangosteen pericarp contains unstable non-acylated ACNs, rendering it prone to degradation. Therefore, intermolecular copigmentation of semi-purified ACNs (SPA) with tartaric acid (SPA-TA), sinapic acid (SPA-SA), catechin (SPA-CE), and sucrose (SPA-SU) in 1:5 and 1:10 M ratios were used to increase their stability during storage for 77 days at 25 ± 1 °C in pH 3 buffer solution. The SPA-TA1:5 complex showed the significant highest stability of total monomeric ACN content (TMAC) with a half-life (t1/2) = 56.9 days, cyanidin-3-O-sophoroside (C3S) with t1/2 = 48.1 days and color retention (69.80 %) compare to SPA with TMAC (t1/2 = 37.4), C3S (t1/2 = 13.3) and color retention (57.2 %) after 49 days (p 
  17. Yan Y
    Sci Rep, 2025 Mar 22;15(1):9923.
    PMID: 40121333 DOI: 10.1038/s41598-025-94613-x
    Aiming at the optimization of public sports service quality, this study analyzes the public sports service data deeply by constructing a supervised learning model. Firstly, the theoretical framework of this study is established. Secondly, the technical framework is constructed based on the supervised learning model. Finally, the comprehensive performance of the model is evaluated using a dataset and practical application. The results show that when the model is used to process public sports service data, its performance is excellent. Specifically, the model's accuracy and recall in processing various types of data markedly exceed expectations, with the accuracy reaching more than 88% and the recall remaining at a similarly high level. This remarkable result not only validates the supervised learning model's practicability in the quality optimization of public sports services but also highlights its huge application potential and value. In addition, the possibility and challenge of the model in practical application are also discussed, which provides a useful reference for further improving the quality of public sports service. The findings of this study enrich the research methods in the field of public sports services and offer a scientific basis for relevant decision-making, which helps promote the continuous optimization and development of public sports services.
    MeSH terms: Supervised Machine Learning; Artificial Intelligence*; Humans; Models, Theoretical; Sports*
  18. Ahsan A, Djutaharta T, Utami MG, Ayuning Pertiwi YB, Diniary A, Amalia N, et al.
    Soc Sci Med, 2025 May;372:117956.
    PMID: 40121696 DOI: 10.1016/j.socscimed.2025.117956
    Among the concerning commercial practices are those related to sugar-sweetened beverages (SSBs), which offer little nutritional value and contribute to energy-dense diets. Excessive SSB consumption is associated with obesity, a major risk factor for non-communicable diseases (NCDs), particularly Type 2 Diabetes Mellitus (T2DM). The rise in SSB consumption in Indonesia, driven by commercial factors, increases the risk of T2DM and related health burdens. This study aims to investigate SSB consumption patterns, caloric intake, and socio-demographic characteristics affecting T2DM prevalence, using probit regression estimates based on National Socioeconomic Survey (SUSENAS) 2018 and Basic Health Research (Riskesdas) 2018. The sample size comprises 699,959 individuals, with the unit of analysis focused on individual health outcomes. Our descriptive result implies that 76.49 % incurred expenses on at least one type of SSB in the past week. Ready-to-drink beverages were the most frequently consumed, while factory-produced liquid milk had the lowest average consumption. Probit regression analysis indicated that higher SSB caloric consumption significantly increased the probability of a T2DM diagnosis. This study underscores the need for targeted interventions to reduce SSB consumption and address T2DM risk factors, especially among higher-income households and specific regions.
    MeSH terms: Adolescent; Adult; Aged; Energy Intake*; Female; Humans; Indonesia/epidemiology; Male; Middle Aged; Risk Factors; Socioeconomic Factors; Prevalence
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