Predicting Metabolic Risk and Correlations with Cognitive Function in Mexican Pre-pubertal Children (METCOG)

Lead Research Organisation: King's College London
Department Name: Neuroimaging

Abstract

BACKGROUND
Over 30% of children in Mexico and the UK are overweight/obese, with a third likely to be obese as adults. Obese individuals are more likely to develop disorders such as, high blood pressure, diabetes, increased harmful fat in the blood (dyslipidaemia), fatty liver, inflammation, heart disease and some forms of cancer. Furthermore, abdominal obesity (fat around the waist), high fat/sugar feeding as well as liver disease have been reported to lead to dysfunction in cognitive capabilities (difficulties in learning, thinking and memory). Whether the inflammation observed in obesity links the body and brain effects remains to be determined.
Body fat can be stored in specific areas, including under the skin, around certain organs as well as inside organs such as the liver. Obesity is defined the excessive build-up of body fat in these tissues. While obese individuals are more likely to be unhealthy, rather surprisingly, 1 in 5 seems to show resistance to developing clinical complications. This appears to arise from the fact that some of them may have lower amounts of fat around their abdomen. Thus, it is not only the amount but also the distribution of body fat that may better predict the risk of developing obesity-related diseases. Conventionally, a person is defined as overweight/obese by their body-mass index (BMI), skin thickness or waist-to-hip ratio. These methods are however very poor predictors of the amount and distribution of body fat. Magnetic resonance imaging (MRI) can be used to safely look into the body and can very accurately measure the amount and distribution of fat in the body as well as the amount of fat inside a person's liver. Fatty liver is often inflamed and may have fibrous deposits (fibrosis) which can exacerbate the clinical condition of an overweight/obese person. At present, little is known as to the levels and distribution of body fat in overweight/obese children as MRI techniques have not been implemented in such a group of subjects. Similarly, there is no information as to the extent to which these children have accumulated fat in their liver. Nor is there much information as to how this abnormal deposition of body fat affects their cognitive abilities.

AIMS AND OBJECTIVES
We aim to identify accurate predictors of the risk of developing physical and cognitive problems in children with a range of body weights as well as whether changes in inflammation seen in obesity links abnormal body fat deposition and changes in brain function. We will focus on pre-pubertal children to negate the varied effects of hormones during puberty on different measurements.
Objectives are to:
(1) use MRI to measure the pattern of body fat deposition in normal weight, overweight and obese children;
(2) correlate fat measures with blood levels of glucose, bad fats, molecules produced by fat cells as well as those molecules involved in inflammation;
(3) correlate different fat depots with blood inflammatory markers and liver inflammation with cognitive abilities;
(4) use experimental models of obesity (i) to determine the strength of the association between fat deposition, blood measures, blood and liver inflammation measures with brain inflammation and behaviour tests and (ii) assess whether early-life rather than later-life obesity significantly increases the risk of developing physical and cognitive dysfunction in adulthood.

POTENTIAL APPLICATIONS AND BENEFITS
The early identification of children at greater risk of future health problems enables earlier intervention which is likely to be more successful by avoiding cumulative harmful processes that may be more resistant to intervention. The obesity epidemic, alongside childhood obesity, and the ageing population, means that the outputs from this project will greatly benefit the welfare and socio-economics of Mexico and the UK, as well as the wider international community.

Planned Impact

There is a worldwide obesity epidemic with high rates of childhood obesity. This poses a major public health challenge for both Mexico and the UK, as well as globally. Overweight/obese individuals are likely to develop a range of diseases including types II diabetes, dyslipidaemia, hepatic steatosis, coronary heart disease, some cancers, stroke, etc. This is especially pertinent to Mexico as its recent economic growth and preferred detrimental dietary habits means it has one of the highest rates of obesity (adult and children) in the OECD.

MEDICAL IMPACT
The proposal develops and validates non-invasive MRI-based tools to stratify children according to metabolic risk as well as assessment of liver fat/inflammation for prompt targeted treatment. Such tools can be readily implemented on human MRI scanners and there is widespread availability of such systems worldwide with >350 NHS scanners in the UK alone.Hence, this project can potentially have substantial medical impact both in the UK and Mexico. Without early treatment, persistent peripheral and central dysfunction may become established, leading to more severe complications and resistance to therapy in later-life. For example, fatty liver predisposes the individual to cirrhosis and liver cancer, and early treatment prevents escalation of inflamed liver to cirrhosis and hepatocellular carcinomas in later-life. The project also informs on the prevalence of fatty liver in pre-pubertal Mexican children. Such data is not widely available regarding the World's children population, let alone that of Mexico. The children study in this proposal will be performed in the Hospital Infantil del DF, Federico Gomez, and the transfer of knowledge and technology from the UK to Mexico means that the existing imaging tools can be readily deployed there in the future.
This project will uniquely determine the strength of the association between peripheral and central dysfunction in children, a relatively new research focus in obesity. Thus, knowledge will be obtained that would maintain the cognitive health of children and enhance their future prospects. In experimental models, we will determine whether inflammation connects the peripheral and central effects and anti-inflammatories repurposed for treating cognitive dysfunction in overweight/obese individuals.

SOCIO-ECONOMIC IMPACT
Not only are there direct costs of treating individuals for assorted obesity-related complications but also to the wider economy with working days lost, increased benefit payments and social care costs. Public Health England forecast NHS costs for treatment overweight/obese may be £9.7 billion and indirect costs of £49.9 billion by 2050. Also, there are adverse social consequences of being overweight/obese such as discrimination, social exclusion and loss of, or lower earnings. This project will identify those children that are at particular risk of developing obesity-related diseases to prevent them developing such diseases in later-life, enhancing their welfare but also alleviating the economic burden in their respective countries. This is particularly pertinent to Mexico as childhood obesity continues to escalate and show no signs of abating, despite government policies to tackle the problem.
Education raises productivity and creativity, promoting entrepreneurship and technological advances. Thus, if there is a strong association between childhood obesity and its complications with cognitive dysfunction, this problem needs to be addressed urgently to prevent detrimental impact on a country's economics. The project will quantify the relationship between obesity, metabolic risk and cognitive function as well as identify whether attenuating inflammation may break the link between peripheral and central dysfunction and so raise the potential of the country's children to be educated to a high standard.
 
Title liver health MRI acquisition and analysis in mice 
Description Robust T1 and T2* MRI mapping of the liver in mice 
Type Of Material Physiological assessment or outcome measure 
Provided To Others? No  
Impact The ability of assess liver health status in mice, including the degree of liver fat, inflammation and fibrosis. 
 
Description Analysis of MRI body composition measures by AMRA Medical 
Organisation AMRA medical
Country Sweden 
Sector Hospitals 
PI Contribution We have given AMRA Medical access to the body composition data from this study and continue to collaborate to publish the data.
Collaborator Contribution AMRA Medical have analyzed the data and given us adipose tissue distributions from our cohort of prepubertal boys.
Impact collaboration is multi-disciplinary including physics, data analysis and human metabolism
Start Year 2017
 
Description Env-METCOG (NC) 
Organisation Jaume I University
Country Spain 
Sector Academic/University 
PI Contribution A collaboration was set up to assess the association between environmental stressors, such as exposure to air pollution and availability of green spaces (greenness), on cognitive function, mental and cardiometabolic health in children with a range of body weights. The research team is providing project data and complementary expertise.
Collaborator Contribution The partner has obtained data about the environment where the children are living including air pollution, the nearness of green spaces, etc. and we will investigate associations of our project data with cognitive function, psychological and obesity measures.
Impact This is a multi-disciplinary collaboration involving experts in medical imaging, psychology, obesity and the environment. Abstracts submitted to XVI Spanish conference VI Iberoamerican Conference on Environmental Health entitled 'Exposure to air pollution and cognitive performance in Mexican Pre-pubertal boys.
Start Year 2019
 
Description King's Health Partners Obesity and Metabolic Disease Network 
Organisation King's College London
Country United Kingdom 
Sector Academic/University 
PI Contribution This collaboration/network facilitates interactions/collaborations between various groups interested in obesity and metabolic disease at King's. Po-Wah So is part of the network steering committee and hopes to be able to report findings from this project at network activities.
Collaborator Contribution Contributions on obesity and metabolic disease were presented from various network partners for discussion and contribution, and the possibility of symposia and engagement events was discussed. However, due to work pressures, this has not advanced as much as hoped and severely hampered by covid.
Impact No outputs/outcomes from collaboration. It is multidisciplinary involving basic scientists and clinicians from various fields, including from the social sciences.
Start Year 2018
 
Description Liver health MRI acquistion and analysis in human and mouse studies 
Organisation Perspectum
Country United Kingdom 
Sector Private 
PI Contribution The project UK PI and Co-I provides expertise on liver fat in mice and humans, respectively.
Collaborator Contribution Perspectum provides expertise on liver fat/health MRI acquisition and analysis in man and mice.
Impact We are finalizing development and implementation of liver MRI protocols in mice and discussing equivalent protocols to be implemented on the human scanner in Mexico for the project. We have also presented work entitled 'In Vivo MRI Monitoring of the Induction and Reversal of Non-Alcoholic Steatohepatitis in a Rat Model' at ISMRM annual scientific meeting 2008. The collaboration has produced abstracts for European Association of Liver (2019) and International Society workshop on MRI (ISMRM) of obesity and metabolic disorders (2019), entitled 'Prevalence of non-alcoholic fatty liver disease in a Mexican paediatric population diagnosed non-invasively by multiparametric magnetic resonance imaging' and given poster presentations.
Start Year 2017
 
Description PI with Mexican PI and team 
Organisation Autonomous University of Puebla
Country Mexico 
Sector Academic/University 
PI Contribution I provided expertise on obesity and fatty liver theory and advice on magnetic resonance and blood assay (inflammatory, metabolic, liver function) research methods. We (the whole research team minus the UK Co-I and UK RA), discussed possible molecules that may link the periphery with the central nervous system. We discussed the protocol for the project towards getting ethics for the children study to be performed in Mexico.
Collaborator Contribution My partners detailed the assays they were able to do as well as what cognitive testing was possible for the project so that we could finalise a protocol for the children study in Mexico and then to get ethical approval from King's College London. We also discussed access to the Hospital's MRI facilities for the study, where the children study will be performed.
Impact Abstracts have come from this partnership. The project has also enabled successful training of students to obtain BSc and MSc awards, and some are being trained for PhD. Outputs have been rather slow as the Covid situation, particularly in Mexico, was such that the research team was focused on dealing with the pandemic rather than generating outputs from the project.
Start Year 2016
 
Description PI with Mexican PI and team 
Organisation Federico Gómez Children's Hospital
Country Mexico 
Sector Hospitals 
PI Contribution I provided expertise on obesity and fatty liver theory and advice on magnetic resonance and blood assay (inflammatory, metabolic, liver function) research methods. We (the whole research team minus the UK Co-I and UK RA), discussed possible molecules that may link the periphery with the central nervous system. We discussed the protocol for the project towards getting ethics for the children study to be performed in Mexico.
Collaborator Contribution My partners detailed the assays they were able to do as well as what cognitive testing was possible for the project so that we could finalise a protocol for the children study in Mexico and then to get ethical approval from King's College London. We also discussed access to the Hospital's MRI facilities for the study, where the children study will be performed.
Impact Abstracts have come from this partnership. The project has also enabled successful training of students to obtain BSc and MSc awards, and some are being trained for PhD. Outputs have been rather slow as the Covid situation, particularly in Mexico, was such that the research team was focused on dealing with the pandemic rather than generating outputs from the project.
Start Year 2016
 
Description PI with Mexican PI and team 
Organisation University of Westminster
Department Department of Life Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution I provided expertise on obesity and fatty liver theory and advice on magnetic resonance and blood assay (inflammatory, metabolic, liver function) research methods. We (the whole research team minus the UK Co-I and UK RA), discussed possible molecules that may link the periphery with the central nervous system. We discussed the protocol for the project towards getting ethics for the children study to be performed in Mexico.
Collaborator Contribution My partners detailed the assays they were able to do as well as what cognitive testing was possible for the project so that we could finalise a protocol for the children study in Mexico and then to get ethical approval from King's College London. We also discussed access to the Hospital's MRI facilities for the study, where the children study will be performed.
Impact Abstracts have come from this partnership. The project has also enabled successful training of students to obtain BSc and MSc awards, and some are being trained for PhD. Outputs have been rather slow as the Covid situation, particularly in Mexico, was such that the research team was focused on dealing with the pandemic rather than generating outputs from the project.
Start Year 2016
 
Description Oral presentation entitled 'The Iron Age' at the Universidad Autonoma Metropolitana (UAM) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Undergraduate students
Results and Impact As part of the current award, I went to Mexico to meet my Mexican collaborators.

I gave a talk entitled the 'The Iron Age' to mainly physics students from UAM, I spoke about the research that was performed in my BBSRC CASE studentship award. The talk sparked many questions and discussion afterwards. The outcome was to generate significant interest in the research, with many students expressing the desire to engage in this research and immensely keen to visit me in the UK. A number of them are also following me on Twitter.
Year(s) Of Engagement Activity 2016