Michelle Caroline Fernandes

Dr. Michelle Caroline Fernandes

orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 May 2015 in BJOG: An International Journal of Obstetrics & Gynaecology
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Journal Article
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EME Murray
E Murray
MFMichelle Caroline Fernandes
Michelle Caroline Fernandes
MFMina Fazel
Mina Fazel
SKSh Kennedy
Sh Kennedy
JVJ Villar
J Villar
ASA Stein
A Stein
Background: Neurodevelopmental disorders are increasingly believed to originate from intrauterine growth restriction (IUGR). Current reviews exploring the neurodevelopmental effects of IUGR, however, are mostly based on birthweight, an inadequate proxy.Objective: We aimed to examine the association between IUGR documented in utero, and neurodevelopmental outcomes during childhood.Search strategy: Medline, CINAHL, PsycInfo and Scopus were searched for relevant studies published after 1970.Selection criteria: The analysis included studies that identified IUGR in utero, with follow‐up assessments between 1 month and 12 years of age.Data collection and analysis: Data was extracted for cognitive, behavioural, language, motor, hearing, vision or sleep outcomes. Studies were summarised separately for children born at <35 and ≥35 weeks gestation.Main results: Of 28 876 titles identified, 38 were suitable for inclusion. IUGR children born ≥35 weeks gestation scored on average 0.5 SD lower than non‐IUGR children across all neurodevelopmental assessments. IUGR children born <35 weeks of gestation scored approximately 0.7 SD lower than non‐IUGR children across all neurodevelopmental assessments. IUGR children with evidence of fetal circulatory redistribution (preferential perfusion of the brain) had more severe neurodevelopmental impairments than those born IUGR alone.Conclusions: IUGR increases the risk of neurodevelopmental impairment during childhood differentially across domains. IUGR children born preterm or with evidence of fetal circulatory redistribution are more severely affected.Tweetable IUGR is associated with an overall risk for neurodevelopmental delay in a range of neurodevelopmental domains.

9 November 2010 in Archives of Women's Mental Health
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MFMichelle Caroline Fernandes
Michelle Caroline Fernandes
KSKrishnamachari Srinivasan
Krishnamachari Srinivasan
ASAlan L. Stein
Alan L. Stein
GMGladys Menezes
Gladys Menezes
RSR. S. Sumithra
R. S. Sumithra
PRPaul G. Ramchandani
Paul G. Ramchandani

25 October 2023 in Nature
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ANAna I. L. Namburete
Ana I. L. Namburete
BPBartłomiej W. Papież
Bartłomiej W. Papież
MFMichelle Caroline Fernandes
Michelle Caroline Fernandes
MWMadeleine K. Wyburd
Madeleine K. Wyburd
LHLinde S. Hesse
Linde S. Hesse
SKStephen H. Kennedy
Stephen H. Kennedy
Maturation of the human fetal brain should follow precisely scheduled structural growth and folding of the cerebral cortex for optimal postnatal function1. We present a normative digital atlas of fetal brain maturation based on a prospective international cohort of healthy pregnant women2, selected using World Health Organization recommendations for growth standards3. Their fetuses were accurately dated in the first trimester, with satisfactory growth and neurodevelopment from early pregnancy to 2 years of age4,5. The atlas was produced using 1,059 optimal quality, three-dimensional ultrasound brain volumes from 899 of the fetuses and an automated analysis pipeline6–8. The atlas corresponds structurally to published magnetic resonance images9, but with finer anatomical details in deep grey matter. The between-study site variability represented less than 8.0% of the total variance of all brain measures, supporting pooling data from the eight study sites to produce patterns of normative maturation. We have thereby generated an average representation of each cerebral hemisphere between 14 and 31 weeks’ gestation with quantification of intracranial volume variability and growth patterns. Emergent asymmetries were detectable from as early as 14 weeks, with peak asymmetries in regions associated with language development and functional lateralization between 20 and 26 weeks’ gestation. These patterns were validated in 1,487 three-dimensional brain volumes from 1,295 different fetuses in the same cohort. We provide a unique spatiotemporal benchmark of fetal brain maturation from a large cohort with normative postnatal growth and neurodevelopment.

25 November 2014 in PLOS ONE
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MFMichelle Caroline Fernandes
Michelle Caroline Fernandes
ASAlan Stein
Alan Stein
CNCharles Newton
Charles Newton
LCLeila Cheikh-Ismail
Leila Cheikh-Ismail
MKMichael Kihara
Michael Kihara
F(for the International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st)
for the International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st)
The International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st) Project is a population-based, longitudinal study describing early growth and development in an optimally healthy cohort of 4607 mothers and newborns. At 24 months, children are assessed for neurodevelopmental outcomes with the INTERGROWTH-21st Neurodevelopment Package. This paper describes neurodevelopment tools for preschoolers and the systematic approach leading to the development of the Package. An advisory panel shortlisted project-specific criteria (such as multi-dimensional assessments and suitability for international populations) to be fulfilled by a neurodevelopment instrument. A literature review of well-established tools for preschoolers revealed 47 candidates, none of which fulfilled all the project's criteria. A multi-dimensional assessment was, therefore, compiled using a package-based approach by: (i) categorizing desired outcomes into domains, (ii) devising domain-specific criteria for tool selection, and (iii) selecting the most appropriate measure for each domain. The Package measures vision (Cardiff tests); cortical auditory processing (auditory evoked potentials to a novelty oddball paradigm); and cognition, language skills, behavior, motor skills and attention (the INTERGROWTH-21st Neurodevelopment Assessment) in 35–45 minutes. Sleep-wake patterns (actigraphy) are also assessed. Tablet-based applications with integrated quality checks and automated, wireless electroencephalography make the Package easy to administer in the field by non-specialist staff. The Package is in use in Brazil, India, Italy, Kenya and the United Kingdom. The INTERGROWTH-21st Neurodevelopment Package is a multi-dimensional instrument measuring early child development (ECD). Its developmental approach may be useful to those involved in large-scale ECD research and surveillance efforts.

13 January 2016 in Journal of Epidemiology and Community Health
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EMElizabeth Murray
Elizabeth Murray
RPRebecca Pearson
Rebecca Pearson
MFMichelle Caroline Fernandes
Michelle Caroline Fernandes
ISIná S Santos
Iná S Santos
FBFernando C Barros
Fernando C Barros
AMAlicia Matijasevich
Alicia Matijasevich
Background Cross-cohort comparison is an established method for improving causal inference. This study compared 2 cohorts, 1 from a high-income country and another from a middle-income country, to (1) establish whether birth exposures may play a causal role in the development of childhood attention problems; and (2) identify whether confounding structures play a different role in parent-reported attention difficulties compared with attention deficit hyperactivity disorder (ADHD) diagnoses. Methods Birth exposures included low birth weight (LBW), small-for-gestational age (SGA), small head circumference (HC) and preterm birth (PTB)). Outcomes of interest were attention difficulties (Strengths and Difficulties Questionnaire, SDQ) and ADHD (Development and Well-Being Assessment, DAWBA). Associations between exposures and outcomes were compared between 7-year-old children from the Avon Longitudinal Study of Parents and Children (ALSPAC) in the UK (N=6849) and the 2004 Pelotas cohort in Brazil (N=3509). Results For attention difficulties (SDQ), the pattern of association with birth exposures was similar between cohorts: following adjustment, attention difficulties were associated with SGA (OR=1.59, 95% CI 1.20 to 2.19) and small HC (OR=1.64, 95% CI 1.11 to 2.41) in ALSPAC and SGA (OR=1.35, 95% CI 1.04 to 1.75) in Pelotas. For ADHD, however, the pattern of association following adjustment differed markedly between cohorts. In ALSPAC, ADHD was associated with LBW (OR=2.29, 95% CI 1.09 to 4.80) and PTB (OR=2.33, 95% CI 1.23 to 4.42). In the Pelotas cohort, however, ADHD was associated with SGA (OR=1.69, 95% CI 1.02 to 2.82). Conclusions The findings suggest that fetal growth impairment may play a causal role in the development of attention difficulties in childhood, as similar associations were identified across both cohorts. Confounding structures, however, appear to play a greater role in determining whether a child meets the full diagnostic criteria for ADHD.

18 March 2021 in Nature Medicine
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JVJosé Villar
José Villar
RGRobert B. Gunier
Robert B. Gunier
CTChrystelle O. O. Tshivuila-Matala
Chrystelle O. O. Tshivuila-Matala
SRStephen A. Rauch
Stephen A. Rauch
FNFrancois Nosten
Francois Nosten
SKStephen H. Kennedy
Stephen H. Kennedy
Many observational studies and some randomized trials demonstrate how fetal growth can be influenced by environmental insults (for example, maternal infections)1 and preventive interventions (for example, multiple-micronutrient supplementation)2 that can have a long-lasting effect on health, growth, neurodevelopment and even educational attainment and income in adulthood3. In a cohort of pregnant women (n = 3,598), followed-up between 2012 and 2019 at six sites worldwide4, we studied the associations between ultrasound-derived fetal cranial growth trajectories, measured longitudinally from <14 weeks’ gestation, against international standards5,6, and growth and neurodevelopment up to 2 years of age7,8. We identified five trajectories associated with specific neurodevelopmental, behavioral, visual and growth outcomes, independent of fetal abdominal growth, postnatal morbidity and anthropometric measures at birth and age 2. The trajectories, which changed within a 20–25-week gestational age window, were associated with brain development at 2 years of age according to a mirror (positive/negative) pattern, mostly focused on maturation of cognitive, language and visual skills. Further research should explore the potential for preventive interventions in pregnancy to improve infant neurodevelopmental outcomes before the critical window of opportunity that precedes the divergence of growth at 20–25 weeks’ gestation.