Monitoring sodium content in processed and ultraprocessed foods in Argentina 2022: compliance with National Legislation and Regional Targets.

OBJECTIVE: To assess the current Na levels in a variety of processed food groups and categories available in the Argentinean market to monitor compliance with the National Law and to compare the current Na content levels with the updated Pan American Health Organisation (PAHO) regional targets. DESIGN: Observational cross-sectional study. SETTING AND PARTICIPANTS: Argentina. Data were collected during March 2022 in the city of Buenos Aires in two of the main supermarket chains. We carried out a systematic survey of pre-packaged food products available in the food supply assessing Na content as reported in nutrition information panels. RESULTS: We surveyed 3997 food products, and the Na content of 760 and 2511 of them was compared with the maximum levels according to the Argentinean law and the regional targets, respectively. All food categories presented high variability of Na content. More than 90 % of the products included in the National Sodium Reduction Law were found to be compliant. Food groups with high median Na, such as meat and fish condiments, leavening flour and appetisers are not included in the National Law. In turn, comparisons with PAHO regional targets indicated that more than 50 % of the products were found to exceed the regional targets for Na. CONCLUSIONS: This evidence suggests that it is imperative to update the National Sodium Reduction Law based on regional public health standards, adding new food groups and setting more stringent legal targets.

Advancing governance for digital transformation in health: insights from Georgia's experience.

Enhancing digital health governance is critical to healthcare systems in low-income and middle-income countries. However, implementing governance-enhancing reforms in these countries is often challenging due to the multiplicity of external players and insufficient operational guidance that is accessible. Using data from desktop research, in-depth interviews, focus group discussions and three stakeholder workshops, this paper aims to provide insights into Georgia's experience in advancing digital health governance reforms. It reveals how Georgia has progressed on this path by unpacking the general term 'governance' into operational domains, where stakeholders and involved institutions could easily relate their institutional and personal roles and responsibilities with the specific function needed for digital health. Based on this work, the country delineated institutional responsibilities and passed the necessary regulations to establish better governance arrangements for digital health. The Georgia experience provides practical insights into the challenges faced and solutions found for advancing digital health governance in a middle-income country setting. The paper highlights the usefulness of operational definitions for the digital health governance domains that helped (a) increase awareness among stakeholders about the identified domains and their meaning, (b) discuss possible governance and institutional arrangements relevant to a country context, and (c) design the digital health governance architecture that the government decreed. Finally, the paper offers a broad description of domains in which the governance arrangements could be considered and used for other settings where relevant. The paper points to the need for a comprehensive taxonomy for governance domains to better guide digital health governance enhancements in low-middle-income country settings.

Pathways to strengthen the climate resilience of health systems in the Peruvian Amazon by working with Indigenous leaders, communities and health officers.

BACKGROUND: Indigenous knowledge and responses were implemented during the COVID-19 pandemic to protect health, showcasing how Indigenous communities participation in health systems could be a pathway to increase resilience to emergent hazards like climate change. This study aimed to inform efforts to enhance climate change resilience in a health context by: (1) examining if and how adaptation to climate change is taking place within health systems in the Peruvian Amazon, (2) understanding how Indigenous communities and leaders' responses to climatic hazards are being articulated within the official health system and (3) to provide recommendations to increase the climate change resilience of Amazon health systems. METHODS: This study was conducted among two Peruvian Amazon healthcare networks in Junin and Loreto regions. A mixed methodology design was performed using a cross-sectional survey (13 healthcare facilities), semistructured interviews (27 official health system participants and 17 Indigenous participants) and two in-person workshops to validate and select key priorities (32 participants). We used a climate-resilient health system framework linked to the WHO health systems building blocks. RESULTS: Indigenous and official health systems in the Peruvian Amazon are adapting to climate change. Indigenous responses included the use of Indigenous knowledge on weather variability, vegetal medicine to manage health risks and networks to share food and resources. Official health responses included strategies for climate change and response platforms that acted mainly after the occurrence of climate hazards. Key pathways to articulate Indigenous and official health systems encompass incorporating Indigenous representations in climate and health governance, training the health work force, improving service delivery and access, strengthening the evidence to support Indigenous responses and increasing the budget for climate emergency responses. CONCLUSIONS: Key resilience pathways call for a broader paradigm shift in health systems that recognises Indigenous resilience as valuable for health adaptation, moves towards a more participatory health system and broadens the vision of health as a dimension inherently tied to the environment.

[Using diagnosis-related groups in Chile: lessons and challengesLições e desafios do uso de grupos de diagnósticos relacionados no Chile]. / Lecciones y desafíos del uso de los grupos relacionados por el diagnóstico en Chile.

Objective: Analyze the implementation of diagnosis-related groups (DRGs) in Chile with a view to optimizing the distribution of public resources. Methods: A chronological narrative analysis of the main milestones was complemented by simulated application of DRGs through emulated competition and cluster analysis for evaluative purposes. Results: In 2001, DRGs were introduced in Chile in an academic context. The National Health Fund (FONASA) began using DRGs in the private sector. A public sector pilot was launched in 2015. After nearly two decades of progress, in 2020 FONASA established the DRG program as a payment mechanism for public hospitals. However, the COVID-19 pandemic slowed its development. In 2022, implementation was resumed. After evaluating the program, it was evident that the hospital clusters that had been predefined for differentiated payment did not successfully differentiate homogeneous groups. In 2023, the program was reformed, financing was increased, a single cluster and base rate were defined, and greater hospital complexity was recognized, compared to previous years. Three hospitals were added to the program, for a total of 68. Conclusions: This experience shows that it is possible to sustain a public health financing policy that achieves greater efficiency and equity in the health system, based on the existence of robust institutions that continuously develop and improve.

Objetivo: Analisar a implementação de grupos de diagnósticos relacionados (DRG, na sigla em inglês) no Chile, com o objetivo de otimizar a distribuição de recursos públicos. Método: Foi utilizada uma análise narrativa cronológica dos principais marcos, complementada por simulações da implementação de DRG usando concorrência simulada (yardstick competition) e análise de agrupamento para fins de avaliação. Resultados: O modelo de DRG foi introduzido no Chile em 2001, em um contexto acadêmico. Em 2015, o Fundo Nacional de Saúde (FONASA) começou a utilizá-lo no setor privado e, com um projeto-piloto, no setor público. Após quase duas décadas de progresso, em 2020, o programa de DRG foi implementado como mecanismo de pagamento do FONASA para os hospitais públicos. No entanto, a pandemia de COVID-19 interrompeu seu desenvolvimento. Em 2022, a aplicação foi retomada e, após uma avaliação do programa, ficou claro que os grupos hospitalares predefinidos para o pagamento diferenciado por DRG não formavam grupos homogêneos. Em 2023, o programa foi reformulado, com aumento dos recursos financeiros e a definição de um único agrupamento e de uma taxa básica, reconhecendo-se uma maior complexidade hospitalar do que nos anos anteriores. Além disso, três hospitais foram adicionados ao programa, elevando o total para 68. Conclusões: A experiência mostra que é possível dar continuidade a uma política pública de financiamento da saúde para alcançar maior eficiência e equidade no sistema de saúde com base na existência de instituições sólidas que persistam em seu desenvolvimento e contínuo aprimoramento.

Corrigendum: Expert opinions on improving coercion data collection across Europe: a concept mapping study.

[This corrects the article DOI: 10.3389/fpsyt.2024.1403094.].

The influence of social, demographic and economic factors on fertility trends in Gulf Cooperation Council countries: A longitudinal time trend analysis-1980-2021.

OBJECTIVES: To analyze the fertility rate trends in the GCC countries and their association with socioeconomic factors so that policymakers may use the study findings for future healthcare plans. METHODS: Total population, crude death rate, life expectancy, literacy rate, human development index (HDI), female employment, unemployment rate, urbanisation, gross domestic product (GDP) per capita and inflation were chosen as possible predictors of TFR trends. The data were collected for the Global Burden of Disease 2021 study and other official databases such as the World Bank, the United Nations Development Program and Our World in Data for the 6 Gulf Cooperation Council (GCC) countries. Mean with standard deviation and percentage change was calculated to assess trends of TFR and all other variables from 1980-2021. RESULTS: The fertility rate declined in all 6 countries in 2021 compared to 1980. The highest decline was found in the United Arab Emirates (75.5%), while the lowest was in Kuwait (60.9%). From 1980-2021, total population, life expectancy, HDI, literacy rate, GDP, urbanisation, and female labor force increased in all GCC countries. The total population, life expectancy, urbanisation, female labor force, GDP and HDI were negatively and significantly correlated with TFR (p<0.01). The literacy rate showed a negative and significant correlation with TFR in Bahrain, Kuwait, Saudi Arabia, and Qatar. CONCLUSION: The TFR is declining in GCC countries. The plausible causes include the inclination towards postponement of marriages and excessive costs of living. These trends and associations need to be evaluated by policymakers so that they identify priority areas for interventions, allocate resources and formulate developmental plans accordingly to ensure strategic progress of the region.

Digital Gamification Tool (Let's Control Flu) to Increase Vaccination Coverage Rates: Proposal for Algorithm Development.

BACKGROUND: Influenza represents a critical public health challenge, disproportionately affecting at-risk populations, including older adults and those with chronic conditions, often compounded by socioeconomic factors. Innovative strategies, such as gamification, are essential for augmenting risk communication and community engagement efforts to address this threat. OBJECTIVE: This study aims to introduce the "Let's Control Flu" (LCF) tool, a gamified, interactive platform aimed at simulating the impact of various public health policies (PHPs) on influenza vaccination coverage rates and health outcomes. The tool aligns with the World Health Organization's goal of achieving a 75% influenza vaccination rate by 2030, facilitating strategic decision-making to enhance vaccination uptake. METHODS: The LCF tool integrates a selection of 13 PHPs from an initial set proposed in another study, targeting specific population groups to evaluate 7 key health outcomes. A prioritization mechanism accounts for societal resistance and the synergistic effects of PHPs, projecting the potential policy impacts from 2022 to 2031. This methodology enables users to assess how PHPs could influence public health strategies within distinct target groups. RESULTS: The LCF project began in February 2021 and is scheduled to end in December 2024. The model creation phase and its application to the pilot country, Sweden, took place between May 2021 and May 2023, with subsequent application to other European countries. The pilot phase demonstrated the tool's potential, indicating a promising increase in the national influenza vaccination coverage rate, with uniform improvements across all targeted demographic groups. These initial findings highlight the tool's capacity to model the effects of PHPs on improving vaccination rates and mitigating the health impact of influenza. CONCLUSIONS: By incorporating gamification into the analysis of PHPs, the LCF tool offers an innovative and accessible approach to supporting health decision makers and patient advocacy groups. It enhances the comprehension of policy impacts, promoting more effective influenza prevention and control strategies. This paper underscores the critical need for adaptable and engaging tools in PHP planning and implementation. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR1-10.2196/55613.

The Role of Patient Organizations in Shaping Research, Health Policies, and Health Services for Rare Genetic Diseases: The Dutch Experience.

In 2023, the genetics scientific community celebrated two special anniversaries: the discovery of the double helix structure of DNA was published in 1953 and in 2003 the Human Genome Project was declared completed and made publicly available. To this day, genetics and genomics research is continuing to evolve at high pace and is identifying a steadily increasing number of genes as causal for distinct genetic diseases. The success story of genetics and genomics would not be complete without taking due account of the role of patient advocacy organizations in this process. This paper is based on the personal narrative (oral history) of a father whose daughter was born with a rare genetic disease (RGD) in the 1960s. The first-hand experience of living as a family with an RGD in those days made him a leading pioneer not only in the foundation of patient organizations at national, pan-European, and international levels but also in the development of multi-stakeholder co-operation and networking. Today, patient advocacy organizations play an active role in shaping health and research policies at national, EU, and international levels to ensure that their needs in regard to advancing RGD diagnostics, care, and treatment are addressed.

Real-world outcomes of a dedicated fast-track polymyalgia rheumatica clinic.

OBJECTIVES: To examine the clinical impact of a fast-track PMR clinic to enable early diagnosis and treatment, and to define both patient and disease characteristics in newly diagnosed PMR. METHODS: Primary care physicians were invited to refer patients with new PMR to our fast-track clinic. Referral criteria included new onset shoulder or pelvic girdle pain and/or stiffness with elevated inflammatory markers in patients over 50 years. All patients were seen within 72 h of referral. Patients with a rheumatology diagnosis of PMR had an ultrasound (US) of their temporal and axillary arteries. RESULTS: 172 patients were referred from primary care over 12 months. 39% of patients referred with suspected PMR had an alternative diagnosis for which PMR regimen glucocorticoids was inappropriate. 55% of the non-PMR diagnoses were other inflammatory rheumatological conditions requiring follow-up. Only 20% of patients referred from primary care already on glucocorticoids were commenced on bone protection. PMR patients were co-morbid with a mean of 2.5 other conditions. 75% of PMR patients experienced a glucocorticoid-related adverse event in the first 12 months of treatment. 16% of patients with new PMR had ultrasound features of subclinical giant cell arteritis. CONCLUSION: The commencement of glucocorticoid therapy should be deferred until after specialist evaluation to enable an accurate clinical diagnosis. A delay in treatment can only realistically be avoided if GPs have access to a Fast-track PMR clinic. We believe that rheumatologists should consider establishing fast-track PMR clinics and this study provides a strong case for and a template to support this practice innovation.

Barriers in Accessing Orthodontic Care for Patients with Orofacial Clefts: Insights from a Florida-Based Survey and National Database Analysis.

OBJECTIVE: To assess the barriers to obtaining care for patients with orofacial clefts through a survey of Florida-based orthodontists and families and an analysis of the Pediatric Health Information System (PHIS) database. DESIGN: A cross-sectional study utilizing multiple-choice questionnaires completed by Florida orthodontists and caregivers of patients who attended a Florida-based cleft and craniofacial clinic. Additionally, data from the PHIS database were analyzed to investigate national factors affecting the age of alveolar bone grafting (ABG). SETTING: Craniofacial team in Florida. PATIENTS/PARTICIPANTS: The survey included 39 orthodontists (7.1% response rate) and 48 caregivers (41% response rate) The PHIS study included 1182 patients. MAIN OUTCOME MEASURES: Barrier to orthodontic care and age of ABG. RESULTS: Orthodontic Survey: Among the surveyed orthodontists, 71% treated cleft/craniofacial patients, 37% accepted Medicaid, and 55% provided pro-bono care. Poor reimbursement was identified as the most common barrier (58%). Caregiver Survey: Most patients were insured by Medicaid (67%), with 55% incurring out-of-pocket expenses. PHIS Database: The average age of ABG was 10.3 years (SD = 3.2). Government funding was associated with a 6.0-month delay in ABG (p = 0.047) and residing in non-Medicaid expanded states was linked to a 6.0-month delay (p = 0.023). Post-Medicaid expansion status was also associated with a delay (p = 0.004). CONCLUSIONS: Access to oral care is difficult for patients with OFC. Despite both federal and state mandates, many financial and non-financial barriers still exist in accessing orthodontic care and a majority of patients experience significant out-of-pocket expenses despite statutorily mandated insurance coverage.

Austerity Measures and the Resilience of Zimbabwe's Healthcare System: Challenges and Solutions.

Austerity measures have become a contentious topic, shaping the landscape of health care systems around the world. As governments grapple with economic challenges, the impact of austerity on health care has emerged as a critical concern. This study focuses on the consequences of austerity actions adopted by the Zimbabwean government under the Transitional Stabilization Program (TSP) from August 2018 to December 2025. This research examines the impact of austerity measures on Zimbabwe's health care sector, exploring its connections with health infrastructure and resources, accessibility and affordability of health care, health funding, health care inequalities, and the health care workforce. Using a quantitative approach and data from 970 participants, including the general populace, health care providers, and government officials, significant positive correlations between austerity measures and these health care variables were identified. The findings indicated a noteworthy positive correlation between the independent variable "austerity measures" and five dependent variables: health care accessibility and affordability, health care inequalities, infrastructure and resources, health care funding, and health care workforce. The t-statistics values exceeded the threshold of 1.96, with values of 5.085, 3.120, 6.459, 8.517, and 3.830, respectively. These findings highlight the importance of considering the effects of austerity on health care access, health funding, health care inequalities, health workforce, health infrastructure and resources development. Policymakers should prioritize equitable resource allocation and targeted investments to strengthen the resilience of the health care system during economic challenges. Understanding these associations is crucial for evidence-based policy decisions and fostering a more equitable and resilient health care system in Zimbabwe.

Obstetric transport in rural settings: Referral and transport of pregnant patients in a state without a perinatal regionalized system of care.

OBJECTIVE: To assess factors impacting obstetric transport and referral processes for pregnant patients experiencing an emergency in a rural state without a perinatal regionalized system of care. DATA SOURCES AND STUDY SETTING: Data is from Critical Access Hospitals (CAHs) without obstetric units and healthcare providers involved in obstetric care and transport at hospitals with varying levels of obstetric capacity in Montana. STUDY DESIGN: This mixed-methods study involved surveying CAHs without obstetric units about the hospitals' capacity for obstetric emergencies and transport policies. Survey data were collected from 32 of 34 CAHs without obstetric units (94% response rate) in the fall of 2021. Subsequent interviews were conducted in the fall and winter of 2022-2023 with 20 hospital and emergency medical services (EMS) personnel to provide further insights into the referral and transport process during obstetric emergencies. DATA COLLECTION/EXTRACTION METHODS: Survey data were collected using REDCap; interviews were conducted via videoconference. We performed descriptive statistics and Fisher's exact tests for quantitative data. We analyzed qualitative data using a three-phase pragmatic analytic approach. PRINCIPAL FINDINGS: The survey of CAHs found 12 of 32 facilities faced difficulties coordinating transport for pregnant patients. Qualitative data indicated this was often due to the state's decentralized transport system. Challenges identified through both quantitative and qualitative data included weather, securing a receiving facility/provider, and coordinating medical transport. Only 10 CAHs reported having written protocols for transporting pregnant patients; of those, four facilities had formal transfer agreements. Qualitative data emphasized variations in awareness and the utility of obstetric transport policies. CONCLUSIONS: A decentralized transport system in a rural state can exacerbate existing challenges faced by providers arranging transport for pregnant patients during an obstetric emergency. State and interfacility policies could enhance the transport process for increased regionalization as well as increased support for and coordination of existing EMS.

Nationwide mortality trends from 2001 to 2020 in Greece: health policy implications under the scope of aging societies.

OBJECTIVE: This nationwide study aims to analyze mortality trends for all individual causes in Greece from 2001 to 2020, with a specific focus on 2020, a year influenced by the COVID-19 pandemic. As Greece is the fastest-aging country in Europe, the study's findings can be generalized to other aging societies, guiding the reevaluation of global health policies. METHODS: Data on the population and the number of deaths were retrieved from the Hellenic Statistical Authority. We calculated age-standardized mortality rates (ASMR) and cause-specific mortality rates by sex in three age groups (0-64, 65-79, and 80+ years) from 2001 to 2020. Proportional mortality rates for 2020 were determined. Statistical analysis used generalized linear models with Python Programming Language. RESULTS: From 2001 to 2020, the ASMR of cardiovascular diseases (CVD) decreased by 42.7% (p < 0.0001), with declines in most sub-causes, except for hypertensive diseases, which increased by 2.8-fold (p < 0.0001). In 2020, the proportional mortality rates of the three leading causes were 34.9% for CVD, 23.5% for neoplasms, and 9.6% for respiratory diseases (RD). In 2020, CVD were the leading cause of death among individuals aged 80+ years (39.3%), while neoplasms were the leading cause among those aged 0-79 years (37.7%). Among cardiovascular sub-causes, cerebrovascular diseases were predominant in the 80+ year age group (30.3%), while ischemic heart diseases were most prevalent among those aged 0-79 years (up to 60.0%). CONCLUSIONS: The global phenomenon of population aging necessitates a reframing of health policies in our aging societies, focusing on diseases with either a high mortality burden, such as CVD, neoplasms, and RD, or those experiencing increasing trends, such as hypertensive diseases.

Medical Genetics in Brazil in the 21st Century: A Thriving Specialty and Its Incorporation in Public Health Policies.

Brazil is a continent-size country with 203 million inhabitants, classified as a developing upper-middle-income country, although inequities remain significant. Most of the population is assisted by the public Unified Health System (SUS), along with a thriving private health sector. Congenital malformations are the second leading cause of infant mortality and chronic/genetic disorders and a significant burden in hospital admissions. The past two decades have been crucial for formalizing medical genetics as a recognized medical specialty in the SUS, as well as for implementing a new health policy by the Ministry of Health for comprehensive care for rare diseases. These public health policies had the broad support of the Brazilian Society of Medical Genetics and Genomics and patient organizations. Most comprehensive genetic services are concentrated in large urban centers in the South and Southeast regions of Brazil; with this new policy, new services throughout the country are progressively being integrated. The number of medical geneticists increased by 103% in a decade. Details on the policy and an overview of the availability of services, testing, human resources, newborn screening, research projects, patient organizations, and relevant issues regarding medical genetics in this vast and diverse country are presented.

Publication Trends and Surgeon Perceptions: A Comprehensive Analysis of Gender Disparities in Craniofacial Surgery.

In academic craniofacial surgery, gender disparities exist across various metrics including faculty positions, leadership roles, and conference representation. This study benchmarks the academic productivity of craniofacial surgeons in 2022 and surveys their perspectives regarding diversity, equity, and inclusion (DEI).Total, first author, and senior author PubMed publications in 2022 were recorded for 193 craniofacial attendings and fellows. Craniofacial surgeons were also surveyed regarding academic experience, leadership roles, and DEI perceptions.Electronic.26 craniofacial attendings.Total, first author, and senior author publication counts in 2022.Women comprised 27% (n = 53) of the craniofacial surgeon cohort. Men led total publications (81% vs 19%, p < 0.001), senior-author publications (84% vs 16%, p < 0.001), average total publications (6.6 vs 4.0, p = 0.043), and average senior-author publications (3.1 vs 1.5, p = 0.02). Sub-analysis of craniofacial fellows showed a higher proportion of women (65%) with no statistical difference in total or average publication counts. Survey responses (n = 26) included a perceived lack of female representation in academic and leadership roles. Barriers included inadequate support from current leadership, systemic issues, and biases. Recommendations for improvement included mentorship programs, targeted recruitment, and equitable conference speaker selection.Ongoing gender disparities are evident in craniofacial surgery, particularly in academic metrics. However, trends in younger cohorts exhibit more balanced gender representation, publication records, and leadership positions, indicating potential improvements. Further studies are needed to examine these cohorts more comprehensively and longitudinally. Sustained commitment, including mentorship programs and enhanced DEI efforts, is needed to continue this progress.

Caregiving in long-term care before and during the COVID-19 pandemic: a scoping review.

PURPOSE: The COVID-19 pandemic magnified pre-existing socioeconomic, operational, and structural challenges in long-term care across the world. In Canada, the long-term care sector's dependence on caregivers as a supplement to care workers became apparent once restrictive visitation policies were employed. We conducted a scoping review to better understand the associations between caregiving and resident, formal and informal caregiver health in long-term care before and during the COVID-19 pandemic. METHODS: A literature search was performed using MEDLINE, AgeLine, Google Advanced, ArXiv, PROSPERO, and OSF. Pairs of independent reviewers screened titles and abstracts followed by a review of full texts. Studies were included if they reported biological, psychological, or social health outcomes associated with caregiving (or lack thereof). RESULTS: After screening and reviewing 252 records identified by the search strategy, a total of 20 full-text records were eligible and included in this review. According to our results, research on caregiving increased during the pandemic, and researchers noted restrictive visitation policies had an adverse impact on health outcomes for residents and formal and informal caregivers. In comparison, caregiving in long-term care prior to the pandemic, and once visitation policies became less restrictive, led to mostly beneficial health outcomes. CONCLUSION: Caregiver interventions, for the most part, appear to promote better health outcomes for long-term care residents and formal and informal caregivers. Suggestions to better support caregiving in long-term care settings are offered.

Association between Combined Metals and PFAS Exposure with Dietary Patterns: A Preliminary Study.

Background: The global burden of chronic diseases has been increasing, with evidence suggesting that diet and exposure to environmental pollutants, such as per- and polyfluoroalkyl substances (PFAS) and heavy metals, may contribute to their development. The Dietary Inflammatory Index (DII) assesses the inflammatory potential of an individual's diet. However, the complex interplay between PFAS, heavy metals, and DII remains largely unexplored. Objective: The goal of this cross-sectional study was to investigate the associations between diet operationalized as the DII with individual and combined lead, cadmium, mercury, perfluorooctanoic acid (PFOA), and perfluorooctanesulfonic acid (PFOS) exposures using data from the National Health and Nutrition Examination Survey (NHANES) 2017-2018. Methods: Descriptive statistics, a correlational analysis, and linear regression were initially used to assess the relationship between the variables of interest. We subsequently employed Bayesian kernel Machine regression (BKMR) to analyze the data to assess the non-linear, non-additive, exposure-response relationships and interactions between PFAS and metals with the DII. Results: The multi-variable linear regression revealed significant associations between the DII and cadmium and mercury. Our BKMR analysis revealed a complex relationship between PFAS, metal exposures, and the DII. In our univariate exposure-response function plot, cadmium and mercury exhibited a positive and negative linear relationship, respectively, which indicated a positive and negative relationship across the spectrum of exposures with the DII. In addition, the bivariate exposure-response function between two exposures in a mixture revealed that cadmium had a robust positive relationship with the DII for different quantiles of lead, mercury, PFOA, and PFOS, indicating that increasing levels of cadmium are associated with the DII. Mercury's bivariate plot demonstrated a negative relationship across all quantiles for all pollutants. Furthermore, the posterior inclusion probability (PIP) results highlighted the consistent importance of cadmium and mercury with the inflammatory potential of an individual's diet, operationalized as the DII in our study, with both showing a PIP of 1.000. This was followed by PFOS with a PIP of 0.8524, PFOA at 0.5924, and lead, which had the lowest impact among the five environmental pollutants, with a PIP of 0.5596. Conclusion: Our study suggests that exposures to environmental metals and PFAS, particularly mercury and cadmium, are associated with DII. These findings also provide evidence of the intricate relationships between PFAS, heavy metals, and the DII. The findings underscore the importance of considering the cumulative effects of multi-pollutant exposures. Future research should focus on elucidating the mechanistic pathways and dose-response relationships underlying these associations in a study that examines causality, which will enable a deeper understanding of the dietary risks associated with environmental pollutants.