Dagmar Waiblinger’s research while affiliated with Bradford Institute for Health Research and other places

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Publications (40)


Figure 2: The spatial distribution of the 310 INGENIOUS households by postcode district and locations of the outdoor monitoring stations. The density of household locations within each postcode district is indicated by the shading of that area (see legend on figure). Numbers are also included where there are more than 25 homes within a district. The outdoor monitoring stations consisted of a variety of low-cost sensors, as well as reference monitoring equipment used both as part of the Automatic Urban and Rural Network (AURN, Defra, 2024) and by Bradford City Council.
Figure 3: Flowchart of the intervention development process used in WP6.
Figure 4. Mixing ratios of aldehydes (top left panel), alkanes (top right panel), terpenes (bottom left panel), and alcohols (bottom right panel) measured using the SIFT-MS during the cooking of chicken stir-fry. The grey-shaded region shows the cooking duration and time T0 represents the start of the cooking (when the oil is first added to the heated pan). The data shown is the averaged data of six cooking experiments.
Figure 5: The change in average simulated mixing ratios/concentrations of radical species and ozone during cooking of the six different meals measured in WP1, as simulated by INCHEM-Py. Cooking time was 12 mins for the stir fries, 18 mins for the paneer curry, 21 mins for the chicken curry and 26 mins for the chillies. The background concentration for each species was simulated with no cooking activity (blue), compared to the simulated concentration during the cooking activity (orange).
Figure 8: Indoor and outdoor PM 2.5 concentrations in one of the sampled kitchens during March 2024 over a week in µg/m 3 . (a) Indoor PM levels closely follow outdoor levels indicating the contribution of outdoor generated pollution indoors with clear events (i.e. cooking) elevating indoor levels above outdoor background. (b) A clear diurnal profile can be noticed for indoor sources driven by behavioural patterns of the occupants (active emissions). Calculated mean with 95% confidence interval in the mean.

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The INGENIOUS Project: Towards understanding air pollution in homes
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  • Full-text available

January 2025

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26 Reads

Environmental Science: Processes and Impacts

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Jennifer Aghaji

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Tiffany Yang

This paper provides an overview of the INGENIOUS (UnderstandING the sourcEs, traNsformations and fates of IndOor air pollUtantS) project, aiming to better understand air pollution in homes. Although our homes...

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Figure 3 Image of the AirGradient sensor.
Figure 4 Images of the Entech 6 litre canister and an inlet.
Figure 5 Images of the Minivol Tactical Air Sampler and a soundproof box.
The recruitment target of 300 BiB families stratified by child ethnicity, housing tenure and childhood asthma
Summary of surveys
Understanding the patterns and health impact of indoor air pollutant exposures in Bradford, UK: a study protocol

December 2023

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197 Reads

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3 Citations

BMJ Open

Introduction Relative to outdoor air pollution, there is little evidence examining the composition and concentrations of indoor air pollution and its associated health impacts. The INGENIOUS project aims to provide the comprehensive understanding of indoor air pollution in UK homes. Methods and analysis ‘Real Home Assessment’ is a cross-sectional, multimethod study within INGENIOUS. This study monitors indoor air pollutants over 2 weeks using low-cost sensors placed in three rooms in 300 Born in Bradford (BiB) households. Building audits are completed by researchers, and participants are asked to complete a home survey and a health and behaviour questionnaire, in addition to recording household activities and health symptoms on at least 1 weekday and 1 weekend day. A subsample of 150 households will receive more intensive measurements of volatile organic compound and particulate matter for 3 days. Qualitative interviews conducted with 30 participants will identify key barriers and enablers of effective ventilation practices. Outdoor air pollution is measured in 14 locations across Bradford to explore relationships between indoor and outdoor air quality. Data will be analysed to explore total concentrations of indoor air pollutants, how these vary with building characteristics, and whether they are related to health symptoms. Interviews will be analysed through content and thematic analysis. Ethics and dissemination Ethical approval has been obtained from the NHS Health Research Authority Yorkshire and the Humber (Bradford Leeds) Research Ethics Committee (22/YH/0288). We will disseminate findings using our websites, social media, publications and conferences. Data will be open access through the BiB, the Open Science Framework and the UK Data Service.


Born in Bradford’s Better Start (BiBBS) interventional birth cohort study: Interim cohort profile

September 2023

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14 Reads

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7 Citations

Background: The Born in Bradford’s Better Start (BiBBS) interventional birth cohort study was designed as an innovative cohort platform for efficient evaluation of early life interventions delivered through the Better Start Bradford programme. There are a growing number of interventional cohorts being implemented internationally. This paper provides an interim analysis of BiBBS in order to share learning about the feasibility and value of this method. Methods: Recruitment began in January 2016 and will complete in December 2023 with a target sample of 5,000 pregnancies. An interim analysis was completed for all pregnancies recruited between January 2016 and November 2019 with an expected due date between 1 st April 2016 and 8 th March 2020. Descriptive statistics were completed on the data. Results: Of 4,823 eligible pregnancies, 2,626 (54%) pregnancies were recruited, resulting in 2,392 mothers and 2,501 children. The sample are representative of the pregnant population (61% Pakistani heritage; 12% White British; 8% other South Asian and 6% Central and Eastern European ethnicity). The majority of participants (84%) live in the lowest decile of the Index of Multiple Deprivation, and many live in vulnerable circumstances. A high proportion (85%) of BiBBS families have engaged in one or more of the Better Start Bradford interventions. Levels of participation varied by the characteristics of the interventions, such as the requirement for active participation and the length of commitment to a programme. Conclusions: We have demonstrated the feasibility of recruiting an interventional cohort that includes seldom heard families from ethnic minority and deprived backgrounds. The high level of uptake of interventions is encouraging for the goal of evaluating the process and outcomes of multiple early life interventions using the innovative interventional cohort approach. BiBBS covers a period before, during and after the coronavirus disease 2019 (COVID-19) pandemic which adds scientific value to the cohort.


Ethnic differences in kidney function in childhood: the Born in Bradford Cohort Renal Study

August 2023

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23 Reads

Background: Endstage kidney failure rates are higher in South Asians than in White Europeans. Low birth weight is associated with adult chronic kidney disease and is more common in South Asians. Foetal kidney size was smaller in South Asians in the Born in Bradford (BiB) birth cohort. As part of BiB follow up, we aimed to investigate if there were ethnic differences in kidney function and blood pressure in early childhood and whether this was different by foetal kidney size. Methods: Serum creatinine, cystatin C, urea, and urinary albumin to creatinine ratio (ACR), protein to creatinine ratio (PCR) and retinol binding protein (RBP) were analysed in blood and urine samples from those who participated in the BiB follow-up at 7-11 years. Ethnicity was categorised by parental self-report as White European and South Asian. Estimated glomerular filtration rate (eGFR) was calculated using Schwartz, and cystatin C Zappitelli and Filler equations. Linear regression was used to examine the association between ethnicity and eGFR, PCR and blood pressure. Results: 1591 children provided blood (n=1403) or urine (n=625) samples. Mean eGFR was 92 ml/min/1.73m ² (standard deviation (SD) 9) using Schwartz (n=1156) and 94 (SD 11) using Zappitelli (n=1257). CKD prevalence was rare (1 with eGFR <60 ml/min/1.73m ² , 14 (2.4%) had raised ACR (>2.5 mg/mmol in boys/3.5 mg/mmol in girls). Diastolic blood pressure was higher in South Asian children (difference 2.04 mmHg, 95% CI 0.99 to 3.10) but was not significant in adjusted analysis. There was no evidence of association in adjusted models between ethnicity and any eGFR or urinary measure at this age. Conclusions: There was no evidence of significant ethnic differences in kidney function at pre-pubertal age despite differences in kidney volume at birth. Longitudinal follow-up is required to track ethnic patterns in kidney function and blood pressure as children develop through puberty.


Immunological imprinting of humoral immunity to SARS-CoV-2 in children

June 2023

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120 Reads

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16 Citations

Omicron variants of SARS-CoV-2 are globally dominant and infection rates are very high in children. We measure immune responses following Omicron BA.1/2 infection in children aged 6-14 years and relate this to prior and subsequent SARS-CoV-2 infection or vaccination. Primary Omicron infection elicits a weak antibody response with poor functional neutralizing antibodies. Subsequent Omicron reinfection or COVID-19 vaccination elicits increased antibody titres with broad neutralisation of Omicron subvariants. Prior pre-Omicron SARS-CoV-2 virus infection or vaccination primes for robust antibody responses following Omicron infection but these remain primarily focussed against ancestral variants. Primary Omicron infection thus elicits a weak antibody response in children which is boosted after reinfection or vaccination. Cellular responses are robust and broadly equivalent in all groups, providing protection against severe disease irrespective of SARS-CoV-2 variant. Immunological imprinting is likely to act as an important determinant of long-term humoral immunity, the future clinical importance of which is unknown.



A molecular sensitization map of European children reveals exposome- and climate-dependent sensitization profiles

February 2023

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127 Reads

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30 Citations

Background: Understanding differences in sensitization profiles at the molecular allergen level is important for diagnosis, personalised treatment and prevention strategies in allergy. Methods: IgE sensitization profiles were determined in more than 2800 sera from children in 9 population-based cohorts in different geographical regions of Europe; north (BAMSE (Sweden), ECA (Norway)), west/central (PIAMA (the Netherlands), BiB (UK), GINIplus (Germany)), and south (INMA Sabadell and Gipuzkoa (Spain) and ROBBIC Rome and Bologna (Italy)) using the MeDALL-allergen chip. Results: Sensitization to grass pollen allergen, Phl p 1, and to major cat allergen, Fel d 1, dominated in most European regions whereas sensitization to house dust mite allergens Der p 1, 2 and 23 varied considerably between regions and were lowest in the north. Less than half of children from Sabadell which has a hot and dry climate were sensitized to respiratory allergens, in particular house dust mite allergens as compared to Gipuzkoa nearby with a more humid climate. Peanut allergen Ara h 1 was the most frequently recognized class 1 food allergen in Northern/Western Europe, while the fruit allergens Pru p 3, Act d 1 and 2 were prominent in Southern and Western/Central Europe. Ves v 5-sensitization dominated in North and West/Central Europe. Conclusion: We show regional, exposome and climate-dependent differences in molecular IgE-reactivity profiles in Northern, Western/Central and Southern Europe which may form a molecular basis for precision medicine-based approaches for treatment and prevention of allergy.


CONSORT flow chart of follow-up recruitment of the BiB renal ultrasound sub-study in pregnancy
Directed acyclic graph illustrating the relationship between ethnicity and childhood kidney function
Scatter plots of eGFR and renal volume
Role of foetal kidney size on kidney function in childhood: the born in bradford cohort renal study

February 2023

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28 Reads

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2 Citations

BMC Nephrology

Background Foetal and early childhood development contributes to the risk of adult non-communicable diseases such as hypertension and cardiovascular disease. We aimed to investigate whether kidney size at birth is associated with markers of kidney function at 7–11 years. Methods Foetal kidney dimensions were measured using ultrasound scans at 34 weeks gestation and used to derive kidney volume (cm³) in 1802 participants in the Born in Bradford (BiB) birth cohort. Blood and urine samples were taken from those who participated in the BiB follow-up at 7–11 years (n = 630) and analysed for serum creatinine, cystatin C, urea, and urinary albumin to creatinine ratio (ACR), protein to creatinine ratio (PCR) and retinol binding protein (RBP). Estimated glomerular filtration rate (eGFR) was calculated using Schwartz creatinine only and combined with cystatin C, and cystatin C only Zappitelli and Filler equations. Linear regression was used to examine the association between foetal kidney volume and eGFR, ACR, PCR and blood pressure, unadjusted and adjusted for confounders. Results Kidney volume was positively associated in adjusted models with eGFR calculated using Schwartz combined (0.64 ml/min diff per unit increase in volume, 95% CI 0.25 to 1.02), Zappitelli (0.79, 95% CI 0.38 to 1.20) and Filler (2.84, 95% CI 1.40 to 4.28). There was an association with the presence of albuminuria but not with its level, or with other urinary markers or with blood pressure. Conclusion Foetal kidney volume was associated with small increases in eGFR in mid-childhood. Longitudinal follow-up to investigate the relationship between kidney volume and markers of kidney function as children go through puberty is required.


Born in Bradford’s Better Start (BiBBS) interventional birth cohort study: Interim cohort profile

October 2022

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22 Reads

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17 Citations

Background: The Born in Bradford’s Better Start (BiBBS) interventional birth cohort study was designed as an innovative cohort platform for efficient evaluation of early life interventions delivered through the Better Start Bradford programme. There are a growing number of interventional cohorts being implemented internationally. This paper provides an interim analysis of BiBBS in order to share learning about the feasibility and value of this method. Methods: Recruitment began in January 2016 and will complete in December 2023 with a target sample of 5,000 pregnancies. An interim data cut was completed for all pregnancies recruited between January 2016 and November 2019 with an expected due date between 1 st April 2016 and 8 th March 2020. Descriptive statistics were completed on the data. Results: Of 4,823 eligible pregnancies, 2,626 (54%) pregnancies were recruited, resulting in 2,392 mothers and 2,501 children. The sample are representative of the pregnant population (61% Pakistani heritage; 12% White British; 8% other South Asian and 6% Central and Eastern European ethnicity). The majority of participants (84%) live in the lowest decile of the Index of Multiple Deprivation, and many live in vulnerable circumstances. A high proportion (85%) of BiBBS families have engaged in one or more of the Better Start Bradford interventions. Levels of participation varied by the characteristics of the interventions, such as the requirement for active participation and the length of commitment to a programme. Conclusions: We have demonstrated the feasibility of recruiting an interventional cohort that includes seldom heard families from ethnic minority and deprived backgrounds. The high level of uptake of interventions is encouraging for the goal of evaluating the process and outcomes of multiple early life interventions using the innovative interventional cohort approach. BiBBS covers a period before, during and after the coronavirus disease 2019 (COVID-19) pandemic which adds scientific value to the cohort.


Citations (33)


... The participants in cohorts from the HELIX sub-cohort were recruited between 2003 and 2010 from six birth cohorts across Europe [31]: BIB (Born in Bradford, UK [32,33], EDEN (Study of determinants of pre-and postnatal development, France) [34], INMA (Environment and Childhood, Spain) [35], KANC (Kaunas Cohort, Lithuania) [36], MoBa (The Norwegian Mother and Child Cohort Study, Norway (Oslo region)) [37], and RHEA (Mother-Child Cohort in Crete, Greece) [38]. The follow-up period of HELIX children used in the present study was from 2013 to 2016 and included children between 5 and 11 years. ...

Reference:

A meta-analysis of epigenome-wide association studies of ultra-processed food consumption with DNA methylation in European children
Cohort Profile Update: Born in Bradford
  • Citing Article
  • March 2024

International Journal of Epidemiology

... We used a child's bedroom in our houses where possible, unless the occupants declined. More details around the recruitment process can be found in Ikeda et al. (2023). To achieve a target sample size of 300, we initially recruited 321 households. ...

Understanding the patterns and health impact of indoor air pollutant exposures in Bradford, UK: a study protocol

BMJ Open

... The metadata for the MIREDA resource will be prepared and made accessible from the Health Data Research (HDRUK) Innovation Gateway using a standardised request form. The anonymised birth cohorts included are: Born in Wales (BiW) (17), Born in Scotland (BiS) (20), Born in Bradford (BiBBS and BiB4ALL) (23)(24)(25), the early Life data Cross-Linkage in Research (eLIXIR) partnership (Born in South London) (18), and Multimorbidity in Pregnancy: Determinant, Consequences, Clusters and Trajectories (MuM-PreDiCT) (19). Additional linkable data, where available for each cohort will be provided and used to enrich datasets beyond their core content. ...

Born in Bradford’s Better Start (BiBBS) interventional birth cohort study: Interim cohort profile
  • Citing Article
  • September 2023

... FDA-approved antiviral mAbs were limited to respiratory syncytial virus, human immunodeficiency virus, Ebola virus, and rabies virus until 2019 when the number nearly doubled with the approval of several antibodies against COVID-19 [8]. While most developed mAbs are IgG subclass, it has been reported that airway mucosal protection by IgA prevents infectious diseases of influenza and SARS-CoV-2 viruses [9,10]. Thus, establishing a convenient protocol to switch virus-neutralizing IgG to other subclasses such as IgA is urgently required for research and development of therapeutic drugs against infectious diseases associated with mucosal immunity. ...

Nucleocapsid-Specific Antibodies as a Correlate of Protection against SARS-CoV-2 Reinfection in Children
  • Citing Article
  • June 2023

Journal of Infection

... 34 However, it is worth noting that secondary Omicron infection of previously Omicron-infected children induced stronger antibody responses than primary Omicron infection (but still lower than hybrid immunity). 35 This suggests a limited humoral immune memory response following primary Omicron infection. ...

Immunological imprinting of humoral immunity to SARS-CoV-2 in children

... For example, variations in the definitions and classifications of respiratory and neurological disorders impact prevalence rates, as noted in other studies (Kumar et al., 2022;López & Förster, 2022). Socioeconomic and geographic factors also influence disease prevalence by affecting healthcare access and environmental exposures (Kiewiet et al., 2023). Additionally, certain disorders, like musculoskeletal issues, increase with age, as noted in our study and others (European Agency for Safety and Health at Work, 2021). ...

A molecular sensitization map of European children reveals exposome- and climate-dependent sensitization profiles
  • Citing Article
  • February 2023

... 8 Low kidney volume increases susceptibility to kidney dysfunction throughout the lifespan. 9,10 Overall, intrauterine fetal programming and postnatal growth patterns in uence the development of chronic diseases. 11 Early life factors also seem to represent an important etiology for cardiovascular and renal interactions. ...

Role of foetal kidney size on kidney function in childhood: the born in bradford cohort renal study

BMC Nephrology

... Metadata will be available to all via the Health Data Research (HDRUK) Innovation Gateway. Initial birth cohorts include: Born in Wales (BiW) [20], Born in Scotland (BiS) [23], Born in Bradford (BiBBS/BiB4ALL) [26][27][28], early Life data Cross-Linkage in Research (eLIXIR) partnership (Born in South London) [21], and Clinical Practice Research Datalink (CPRD, for England) with linkage to Multimorbidity in Pregnancy: Determinant, Consequences, Clusters and Trajectories (MuM-PreDiCT) [22]. MuM-PreDiCT locations span four UK nations, but we will initially use only England's data. ...

Born in Bradford’s Better Start (BiBBS) interventional birth cohort study: Interim cohort profile
  • Citing Article
  • October 2022

... While the evidence suggests that BPA exposure adversely affects females more than males, it is important to consider that males also experience significant health risks from BPA, particularly concerning behavioral and developmental outcomes [33,34]. These sex-based differences in BPA's effects are likely rooted in variations in hormonal receptor sensitivity, metabolic processing, and developmental pathways between males and females [35][36][37]. ...

Unravelling sex-specific BPA toxicokinetics in children using a pediatric PBPK model
  • Citing Article
  • August 2022

Environmental Research

... A study in UK children aged 6-14 years found primary Omicron infection elicited a weak antibody response, with only 53% developing detectable neutralising antibodies. 66 Children with secondary Omicron infection following prior infection with a pre-Omicron variant developed a greater immune response and vaccination was strongly immunogenic following prior infection with Omicron. Cellular responses against Omicron were strong and similar in all groups. ...

Primary Omicron infection elicits weak antibody response but robust cellular immunity in children
  • Citing Preprint
  • July 2022