Bruce K Armstrong’s research while affiliated with The University of Sydney and other places

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Publications (450)


Effect of COVID-19 lockdowns on quality-of-life and health services access by socio-economic status in Australia
  • Article

August 2024

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5 Reads

Health Promotion International

Ying Ru Feng

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Ingebjorg Kristoffersen

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David B Preen

This study examined changes in physical and mental health quality-of-life and health services access before and after the onset of the COVID-19 pandemic among individuals of lower and higher socio-economic status (SES) in Australia. Difference-in-differences and logistic regression models were undertaken using data from the Household, Income and Labour Dynamics in Australia (HILDA) survey and government data on COVID-19 lockdowns between January 2020 and February 2021. Individuals from higher SES reported larger decreases in mental health quality-of-life scores than those from lower SES after the onset of the pandemic. Those from lower SES reported less disruption with any health services (24.2% vs 30.4%; OR = 0.68; p < 0.001), specifically dental services (8.2% vs 15.4%; OR = 0.51; p < 0.001) and allied health services (5.9% vs 8.5%; OR = 0.60; p < 0.001), compared with those from higher SES. Additional days under lockdown were associated with reduced access to all health services (OR = 1.19). Furthermore, long-term health conditions (higher SES: OR = 1.54) and scores indicative of poorer physical (lower SES: OR = 1.17; higher SES: OR = 1.07) and mental health (lower SES: OR = 1.16; higher SES: OR = 1.12) were associated with increased health services disruption. While individuals from higher SES were more likely than those from lower SES to experience greater relative declines in mental health and increased disruption with health services access, individuals with a greater apparent need for health services, regardless of SES, may have faced inequalities in accessing these services during the COVID-19 pandemic.



Figure 2: Flow diagram of sample selection
Comparison of childhood developmental outcomes in exposed (lived in Katherine, Oakey and Williamtown postcodes) and comparison populations: proportions and adjusted relative risks (RR)
Relative risks of childhood developmental vulnerabilities in three Australian communities with exposure to per- and polyfluoroalkyl substances: data linkage study
  • Article
  • Full-text available

February 2024

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31 Reads

International Journal for Population Data Science

Background Aqueous film forming foams (AFFF) containing per- and polyfluoroalkyl substances (PFAS) caused local environmental contamination in three Australian residential areas: Katherine in the Northern Territory (NT), Oakey in Queensland (Qld) and Williamtown in New South Wales (NSW). We examined whether children who lived in these areas had higher risks of developmental vulnerabilities than children who lived in comparison areas without known contamination. Methods All children identified in the Medicare Enrolment File-a consumer directory for Australia's universal healthcare insurance scheme-who ever lived in exposure areas, and a sample of children who ever lived in selected comparison areas, were linked to the Australian Early Development Census (AEDC). The AEDC data were available from four cycles: 2009, 2012, 2015 and 2018. For each exposure area, we estimated relative risks (RRs) of developmental vulnerability on each of five AEDC domains and a summary measure, adjusting for sociodemographic characteristics and other potential confounders. FindingsWe included 2,429 children from the NT, 2,592 from Qld and 510 from NSW. We observed lower risk of developmental vulnerability in the Communication skills and general knowledge domain in Katherine (RR = 0.74, 95% confidence interval (CI) 0.57 to 0.97), and higher risks of developmental vulnerability in the same domain (RR = 1.49, 95% CI 1.18 to 1.87) and in the Physical health and wellbeing domain in Oakey (RR = 1.31, 95% CI 1.06 to 1.61). Risks of developmental vulnerabilities on other domains were not different from those in the relevant comparison areas or were uncertain due to small numbers of events. Conclusion There was inadequate evidence for increased risks of developmental vulnerabilities in children who ever lived in three PFAS-affected areas in Australia.

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Cancer screening in China: a steep road from evidence to implementation

November 2023

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50 Reads

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38 Citations

The Lancet Public Health

Cancer screening has the potential to decrease mortality from several common cancer types. The first cancer screening programme in China was initiated in 1958 and the Cancer High Incidence Fields established in the 1970s have provided an extensive source of information for national cancer screening programmes. From 2012 onwards, four ongoing national cancer screening programmes have targeted eight cancer types: cervical, breast, colorectal, lung, oesophageal, stomach, liver, and nasopharyngeal cancers. By synthesising evidence from pilot screening programmes and population-based studies for various screening tests, China has developed a series of cancer screening guidelines. Nevertheless, challenges remain for the implementation of a fully successful population-based programme. The aim of this Review is to highlight the key milestones and the current status of cancer screening in China, describe what has been achieved to date, and identify the barriers in transitioning from evidence to implementation. We also make a set of implementation recommendations on the basis of the Chinese experience, which might be useful in the establishment of cancer screening programmes in other countries.


Disease progression model. (i) γ0,γ1,…γ5 are the unknown model parameters whose values are fitted during the calibration process. (ii) y¯it is the mean PSA level in individual i at time t.
Calibration results: pre‐PSA prostate cancer incidence (A) and mortality (B) from 1980 to 1984.
Validation results: ERSPC trial mortality rate reduction.
Validation results: Australian prostate cancer incidence (A) and mortality trends (B) from 1985 to 2011. Although the PSA test was listed on the MBS in 1989, the MBS item numbers that included PSA test also included other tests prior to 1993. Since we used MBS reimbursement data to construct the PSA testing histories, we did not have enough data to ascertain whether a claim for these items between 1989 and 1993 was a PSA test or not. In (A) and (B) we assumed that 90% of the pre‐1993 claims were in fact PSA tests (we systematically varied this proportion from 0% to 100% and the related incidence and mortality figures are presented in the Data S1).
Benefits and harms of prostate specific antigen testing according to Australian guidelines

October 2023

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12 Reads

Guidelines for prostate specific antigen (PSA) testing in Australia recommend that men at average risk of prostate cancer who have been informed of the benefits and harms, and who decide to undergo regular testing, should be offered testing every 2 years from 50 to 69 years. This study aimed to estimate the benefits and harms of regular testing in this context. We constructed Policy1‐Prostate, a discrete event microsimulation platform of the natural history of prostate cancer and prostate cancer survival, and PSA testing patterns and subsequent management in Australia. The model was calibrated to pre‐PSA (before 1985) prostate cancer incidence and mortality and validated against incidence and mortality trends from 1985 to 2011 and international trials. The model predictions were concordant with trials and Australian observed incidence and mortality data from 1985 to 2011. Out of 1000 men who choose to test according to the guidelines, 36 [21‐41] men will die from prostate cancer and 126 [119‐133] men will be diagnosed with prostate cancer, compared with 50 [47‐54] and 94 [90‐98] men who do not test, respectively. During the 20 years of active PSA testing, 32.3% [25.6%‐38.8%] of all PSA‐test detected cancers are overdiagnosed cases that is, 30 [21‐42] out of 94 [83‐107] PSA‐test detected cancers. Australian men choosing to test with PSA every two years from 50 to 69 will reduce their risk of ever dying from prostate cancer and incur a risk of overdiagnosis: for every man who avoids dying from prostate cancer, two will be overdiagnosed with prostate cancer between 50 and 69 years of age. Australian men, with health professionals, can use these results to inform decision‐making about PSA testing.


Figure 1. Forest plot showing Model 2 adjusted relative risks (RR) for adverse perinatal outcomes. Data sources: NSW Perinatal Data Collection (1994-2018), NT Perinatal Trends (1986-2017), Qld Perinatal Data Collection (2007-2018); Forest plot shows point estimates of adjusted RRs (filled squares) from Model 2 and associated 95% confidence interval (horizontal lines) and solid vertical line of no effect; Model 2 RRs were adjusted for year of birth, maternal age, maternal Aboriginal and Torres Strait Islander status (except NSW), parity, marital status (except NSW), maternal country of birth, maternal BMI (Qld only), and maternal ever smoked during pregnancy. Caesarean/assisted vaginal, emergency caesarean and postpartum haemorrhage were additionally adjusted for macrosomia. Preterm birth, stillbirth, low Apgar and growth measures were additionally adjusted for sex. Outcomes restricted to term babies included adjustment for gestational week. See Table 2 for sample sizes, crude risks and adjusted RRs. Adjusted RRs are on a log scale.
Cont.
Relative Risks of Adverse Perinatal Outcomes in Three Australian Communities Exposed to Per- and Polyfluoroalkyl Substances: Data Linkage Study

October 2023

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28 Reads

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1 Citation

Introduction: Firefighting foams containing per- and polyfluoroalkyl substances (PFAS) have caused environmental contamination in several Australian residential areas, including Katherine in the Northern Territory (NT), Oakey in Queensland (Qld), and Williamtown in New South Wales (NSW). We examined whether the risks of adverse perinatal outcomes were higher in mothers living in these exposure areas than in selected comparison areas without known contamination. Methods: We linked residential addresses in exposure areas to addresses collected in the jurisdictional Perinatal Data Collections of the NT (1986-2017), Qld (2007-2018), and NSW (1994-2018) to select all pregnancies from mothers who gave birth while living in these areas. We also identified one comparison group for each exposure area by selecting pregnancies where the maternal address was in selected comparison areas. We examined 12 binary perinatal outcomes and three growth measurements. For each exposure area, we estimated relative risks (RRs) of adverse outcomes and differences in means of growth measures, adjusting for sociodemographic characteristics and other potential confounders. Results: We included 16,970 pregnancies from the NT, 4654 from Qld, and 7475 from NSW. We observed elevated risks of stillbirth in Oakey (RR = 2.59, 95% confidence interval (CI) 1.25 to 5.39) and of postpartum haemorrhage (RR = 1.94, 95% CI 1.13 to 3.33) and pregnancy-induced hypertension (RR = 1.88, 95% CI 1.30 to 2.73) in Williamtown. The risks of other perinatal outcomes were not materially different from those in the relevant comparison areas or were uncertain due to small numbers of events. Conclusions: There was limited evidence for increased risks of adverse perinatal outcomes in mothers living in areas with PFAS contamination from firefighting foams. We found higher risks of some outcomes in individual areas, but these were not consistent across all areas under study and could have been due to chance, bias, or confounding.


The Effect of Vitamin D Supplementation on Hypothyroidism in the Randomized Controlled D-Health Trial

September 2023

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41 Reads

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4 Citations

Thyroid: official journal of the American Thyroid Association

Background: Hypothyroidism is common, and in iodine-sufficient areas, it is primarily caused by autoimmune destruction of the thyroid gland. Observational studies have consistently shown an inverse association between serum 25-hydroxyvitamin D concentration and autoimmune diseases; however, there is a lack of evidence from randomized controlled trials to support a benefit of vitamin D supplementation, particularly for autoimmune thyroid diseases. We, therefore, aimed to assess the effect of vitamin D supplementation on the incidence of hypothyroidism. Methods: We analyzed data from the D-Health Trial (n = 21,315), a randomized double-blind placebo-controlled trial of 60,000 international units per month of supplemental vitamin D3 among Australians aged 60 years and over. Hypothyroidism, a tertiary outcome of the D-Health Trial, was defined by treatment with levothyroxine, ascertained through linkage with the Australian Pharmaceutical Benefits Scheme. The outcome was time to first prescription of levothyroxine. We began follow-up at 12 months after randomization; people who had died or who had been dispensed levothyroxine during the first year were excluded. Flexible parametric survival models were used to assess the effect of vitamin D supplementation on hypothyroidism, overall and within strata defined by age, sex, body mass index, and predicted baseline vitamin D status. Results: We included 17,851 participants in the main analysis (vitamin D = 8939; placebo = 8912). During a median follow-up of 4.1 years (interquartile range 4.1-4.1), 293 participants developed hypothyroidism (vitamin D = 138 [1.5%]; placebo = 155 [1.7%]). Vitamin D supplementation did not significantly reduce the incidence of hypothyroidism (overall hazard ratio [HR] 0.89; 95% confidence interval [CI] 0.71-1.12). There was some suggestion of an effect in females (overall HR 0.78; CI 0.58-1.06) but not in males (overall HR 1.06; CI 0.74-1.50; p interaction 0.20). Conclusions: Vitamin D supplementation did not reduce the incidence of hypothyroidism overall; however, the possible beneficial effect observed in females warrants further investigation. Clinical Trial Registration: Australian New Zealand Clinical Trials Registry: ACTRN12613000743763.



Effects of Vitamin D Supplementation on Telomere Length: An Analysis of Data from the Randomised Controlled D-Health Trial

August 2023

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42 Reads

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3 Citations

The Journal of Nutrition Health and Aging

Objectives Observational studies have suggested that a higher 25-hydroxyvitamin D concentration may be associated with longer telomere length; however, this has not been investigated in randomised controlled trials. We conducted an ancillary study within a randomised, double-blind, placebo-controlled trial of monthly vitamin D (the D-Health Trial) for the prevention of all-cause mortality, conducted from 2014 to 2020, to assess the effect of vitamin D supplementation on telomere length (measured as the telomere to single copy gene (T/S) ratio).Design, Setting, Participants, and InterventionParticipants were Australians aged 60–84 years and we randomly selected 1,519 D-Health participants (vitamin D: n=744; placebo: n=775) for this analysis. We used quantitative polymerase chain reaction to measure the relative telomere length (T/S ratio) at 4 or 5 years after randomisation. We compared the mean T/S ratio between the vitamin D and placebo groups to assess the effect of vitamin D supplementation on relative telomere length, using a linear regression model with adjustment for age, sex, and state which were used to stratify the randomisation.ResultsThe mean T/S ratio was 0.70 for both groups (standard deviation 0.18 and 0.16 for the vitamin D and placebo groups respectively). The adjusted mean difference (vitamin D minus placebo) was −0.001 (95% CI −0.02 to 0.02). There was no effect modification by age, sex, body mass index, or predicted baseline 25-hydroxyvitamin D concentration.Conclusion In conclusion, routinely supplementing older adults, who are largely vitamin D replete, with monthly doses of vitamin D is unlikely to influence telomere length.


Fig 1 | Participant flow for analyses of major cardiovascular events (consolidated standards of reporting trials-cOnsOrt flow diagram). *People with self-reported history of hypercalcaemia, kidney stones, hyperarathyroidism, osteomalacia, or sarcoidosis, or those taking >500 iu/day of supplemental vitamin D were ineligible. †Withdrew consent to link to health registers
baseline characteristics according to randomisation group
Vitamin D supplementation and major cardiovascular events: D-Health randomised controlled trial

June 2023

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191 Reads

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49 Citations

The BMJ

Objective: To investigate whether supplementing older adults with monthly doses of vitamin D alters the incidence of major cardiovascular events. Design: Randomised, double blind, placebo controlled trial of monthly vitamin D (the D-Health Trial). Computer generated permuted block randomisation was used to allocate treatments. Setting: Australia from 2014 to 2020. Participants: 21 315 participants aged 60-84 years at enrolment. Exclusion criteria were self-reported hypercalcaemia, hyperparathyroidism, kidney stones, osteomalacia, sarcoidosis, taking >500 IU/day supplemental vitamin D, or unable to give consent because of language or cognitive impairment. Intervention: 60 000 IU/month vitamin D3 (n=10 662) or placebo (n=10 653) taken orally for up to five years. 16 882 participants completed the intervention period: placebo 8270 (77.6%); vitamin D 8552 (80.2%). Main outcome measures: The main outcome for this analysis was the occurrence of a major cardiovascular event, including myocardial infarction, stroke, and coronary revascularisation, determined through linkage with administrative datasets. Each event was analysed separately as secondary outcomes. Flexible parametric survival models were used to estimate hazard ratios and 95% confidence intervals. Results: 21 302 people were included in the analysis. The median intervention period was five years. 1336 participants experienced a major cardiovascular event (placebo 699 (6.6%); vitamin D 637 (6.0%)). The rate of major cardiovascular events was lower in the vitamin D group than in the placebo group (hazard ratio 0.91, 95% confidence interval 0.81 to 1.01), especially among those who were taking cardiovascular drugs at baseline (0.84, 0.74 to 0.97; P for interaction=0.12), although the P value for interaction was not significant (<0.05). Overall, the difference in standardised cause specific cumulative incidence at five years was -5.8 events per 1000 participants (95% confidence interval -12.2 to 0.5 per 1000 participants), resulting in a number needed to treat to avoid one major cardiovascular event of 172. The rate of myocardial infarction (hazard ratio 0.81, 95% confidence interval 0.67 to 0.98) and coronary revascularisation (0.89, 0.78 to 1.01) was lower in the vitamin D group, but there was no difference in the rate of stroke (0.99, 0.80 to 1.23). Conclusions: Vitamin D supplementation might reduce the incidence of major cardiovascular events, although the absolute risk difference was small and the confidence interval was consistent with a null finding. These findings could prompt further evaluation of the role of vitamin D supplementation, particularly in people taking drugs for prevention or treatment of cardiovascular disease. Trial registration: ACTRN12613000743763.


Citations (75)


... However, in a randomized controlled trial lasting 3 years, subjects who regularly took VD capsules showed a significant increase in serum 25(OH)D levels compared with the placebo group but did not experience the expected benefits, as the incidence of ED was not significantly lower than in the placebo group. 35 A meta-analysis including 7 studies involving a total of 4132 subjects also failed to demonstrate a significant association between VD levels and the risk of ED. 36 Additionally, an observational study assessing the correlation between VD levels and ED in patients with lower urinary tract symptoms found that the association between VD deficiency and moderate-to-severe ED was only significant in the subgroup of patients over 60 years of age. In the overall cohort, no significant association was observed between moderate-to-severe ED and serum 25(OH)D levels, 37 suggesting that VD deficiency and ED might be parallel outcomes of aging rather than directly related conditions. ...

Reference:

No bidirectional association between serum 25-hydroxyvitamin D and erectile dysfunction: Mendelian randomization and genetic association studies
The effect of three years of vitamin D supplementation on erectile dysfunction: Results from the randomized placebo-controlled D-Health Trial
  • Citing Article
  • April 2024

Clinical Nutrition ESPEN

... Notably, China contributes significantly, with 4 824 700 new cases (24.1% of global incidence) and 2.6 million cancer-related deaths (26.8% of global mortality). 1 Delayed cancer screening and prevention efforts in China lead to many diagnoses at advanced stages, making cancer a leading cause of mortality. 2 Patients with advanced cancer face life-threatening complications during treatment. 3 Moreover, they and their families encounter complex medical decisions, including whether to continue life-sustaining treatments. ...

Cancer screening in China: a steep road from evidence to implementation
  • Citing Article
  • November 2023

The Lancet Public Health

... Wide local surgical excision of any second or consequent primary melanoma is the mandatory step required for diagnostic confirmation and staging and it may be performed in a safer manner and with better survival outcomes inversely proportional to the tumoral thickness [20]. The data obtained from a research conducted by Ni et al. showed that the number of primary melanomas does not represent an independent risk factor concerning mortality rates, and that the most important favorable predictive parameter is defined by low Breslow index values in patients with at least one cutaneous melanoma [21]. ...

Prognosis for people with multiple primary melanomas compared with a single primary melanoma
  • Citing Article
  • September 2023

Journal of the American Academy of Dermatology

... A cohort study of 182 children with neuroblastoma reported a lack of correlation between vitamin D deficiency and high-risk neuroblastoma [44]. Another study, which analyzed the function of vitamin D addition on telomere length, reported that administering monthly doses of vitamin D to older patients (age > 60) did not affect telomere length [45]. According to a cohort study involving 476 women with breast cancer, the patients with adequate vitamin D levels had smaller and lower-grade tumors than those with insufficient vitamin D (Table 1) [46]. ...

Effects of Vitamin D Supplementation on Telomere Length: An Analysis of Data from the Randomised Controlled D-Health Trial
  • Citing Article
  • August 2023

The Journal of Nutrition Health and Aging

... A large longitudinal case-control study based on electronic health records has found that vitamin D supplementation resulted in an overall decrease in TSH levels and lower rates of hypothyroidism detection [15]. A recent randomized controlled trial (RCT) has found that vitamin D supplementation reduced the incidence of hypothyroidism in females, but not in males [16]. Moreover, RCTs examining the impact of vitamin D supplementation on thyroid function in those suffering from autoimmune thyroid diseases found a decrease in anti-thyroid antibodies following vitamin D supplementation (reviewed in [14]). ...

The Effect of Vitamin D Supplementation on Hypothyroidism in the Randomized Controlled D-Health Trial
  • Citing Article
  • September 2023

Thyroid: official journal of the American Thyroid Association

... These findings align with previous research showing an association between low vitamin D levels and major cardiovascular diseases such as CAD, heart failure (HF), and atrial fibrillation [37]. Moreover, our findings are consistent with studies suggesting that vitamin D supplementation may decrease the incidence of CVD [38,39] and that serum vitamin D levels are significantly lower in patients with stable angina or acute myocardial infarction (AMI) than in healthy controls [37]. Nevertheless, others studies reported that supplementation with vitamin D did not lower the incidence of CVD [40,41]. ...

Vitamin D supplementation and major cardiovascular events: D-Health randomised controlled trial

The BMJ

... In fact, recently published RCTs did not report statistically significant protective skeletal action of vitamin D supplementation [99]. However, they were also affected by methodological problems which made difficult their interpretation since they enrolled predominantly vitamin D sufficient middle-aged subjects undergoing variable vitamin D supplementation schedules using in some cases quite elevated vitamin D doses [100]. Interestingly, Chiloiro et al. in a retrospective non randomized study recently shown that cholecalciferol supplementation decreased incidence of morphometric vertebral fractures in acromegaly [101]. ...

The effect of monthly vitamin D supplementation on fractures: a tertiary outcome from the population-based, double-blind, randomised, placebo-controlled D-Health trial
  • Citing Article
  • March 2023

The Lancet Diabetes & Endocrinology

... Some randomized controlled trials (RCTs) conducted in the general population suggested the potential benefits of vitamin D supplementation in preventing acute respiratory infections [12,13]. However, recent large-scale RCTs, such as the VITamin D and OmegA-3 Trial (VITAL) [14] and the D-Health Trial [15,16], did not find a protective effect of vitamin D supplementation against respiratory infections or infection-related hospitalizations. Nevertheless, the D-Health Trial observed a potential effect of vitamin D supplementation in reducing the severity of infections [15][16][17]. ...

Vitamin D supplementation and hospitalization for infection in older adults: A post-hoc analysis of data from the Australian D-Health Trial
  • Citing Article
  • December 2022

American Journal of Clinical Nutrition

... Apart from their detections in fish, soil, groundwater (Yong et al., 2021), surface water (Reinikainen et al., 2022), wastewater treatment plants (WWTPs), drinking water (Lenka et al., 2022), sediment (Munoz et al., 2017b), PFAS have been detected in matrices such as human placenta (Bangma et al., 2020;Hall et al., 2022;Lu et al., 2021;Szilagyi et al., 2020), and human blood (Graber et al., 2019;Kotlarz et al., 2020;Olsen et al., 2017). Their major source of environmental contamination has been their historical use in firefighting (Cornelsen et al., 2021;Dauchy et al., 2017;Høisaeter et al., 2019;Korzeniowski et al., 2018;Law et al., 2023;Pozo et al., 2022;Xu et al., 2021), their primary sources of release into different environmental matrices are wastewater treatment facilities, fluorochemical industrial facilities and landfills (Abunada et al., 2020;Brusseau et al., 2020;Cui et al., 2020;Dasu et al., 2022;Guelfo and Adamson, 2018;Manojkumar et al., 2023), while their exposure in humans primarily comes from diet . Research revealed that conventional WWTPs and biological activated sludge were unable to biodegrade and completely remove PFAS from the environment due to their resistance to biodegradation, which resulted in their release into the tailwater (Barisci and Suri, 2021;Ma et al., 2024) and aquatic ecosystems . ...

Relative rates of cancers and deaths in Australian communities with PFAS environmental contamination associated with firefighting foams: A cohort study using linked data
  • Citing Article
  • February 2023

Cancer Epidemiology

... Vitamin D is a steroid hormone that regulates calcium and phosphate levels in the blood [8]. Its deficiency negatively affects calcium and phosphorus metabolism, osteoblastic cell activity, and bone mineral density [9]. ...

The effect of vitamin D supplementation on pain: an analysis of data from the D-Health randomized controlled trial

The British journal of nutrition