Dietary ompatterns, microbiome, metabole and cardiovascular disease risk in transitioning India
Lead Research Organisation:
London School of Hygiene & Tropical Medicine
Department Name: Epidemiology and Population Health
Abstract
A growing number of people living in India are suffering from heart disease. Many researchers think that this is because of changes in diet (from traditional diets rich in cereals to western diets rich in sugars, fats and meat products) that occur when countries develop economically. The dietary changes in India appear to be different from other developing countries due to a strong cultural preference for vegetarian food. Therefore, our goal is to understand how dietary changes in India may be influencing the risk of heart disease. We are particularly interested in the role of bacteria that usually live harmlessly in our gut, as new research suggests their involvement in many health conditions.
For nearly two decades, we have been conducting health-related research in 29 villages on the edge of Hyderabad city in South India. Over the past decade, these villages have undergone rapid uneven development providing a unique opportunity to understand the health effects of dietary changes. In 2010-12, we collected data on diet and heart health of ~7,000 individuals from this community. We now plan to collect similar data on these individuals, including their blood and stool samples. We will use state-of-the-art technologies to identify the patterns of small molecules in the blood (i.e. metabolomics) and bacteria in the gut (i.e. microbiome). We will then analyse the data to understand how dietary patterns and gut bacteria may influence the risk of heart disease at a deeper (molecular) level. Findings from this research will inform dietary guidelines and food policy in India, and ultimately lead to a reduction in economic loss to the country from heart disease.
For nearly two decades, we have been conducting health-related research in 29 villages on the edge of Hyderabad city in South India. Over the past decade, these villages have undergone rapid uneven development providing a unique opportunity to understand the health effects of dietary changes. In 2010-12, we collected data on diet and heart health of ~7,000 individuals from this community. We now plan to collect similar data on these individuals, including their blood and stool samples. We will use state-of-the-art technologies to identify the patterns of small molecules in the blood (i.e. metabolomics) and bacteria in the gut (i.e. microbiome). We will then analyse the data to understand how dietary patterns and gut bacteria may influence the risk of heart disease at a deeper (molecular) level. Findings from this research will inform dietary guidelines and food policy in India, and ultimately lead to a reduction in economic loss to the country from heart disease.
Technical Summary
The prevalence of cardiovascular disease in India is increasing rapidly. This is widely attributed to changes in dietary patterns (from traditional to western) associated with economic transition, but the molecular mechanisms by which dietary patterns specific to India (i.e. predominantly vegetarian) influence the risk of cardiovascular disease are unknown.
The Andhra Pradesh Children and Parents Study is an intergenerational cohort study in 29 villages near Hyderabad city, South India. In 2010-12, detailed data on diet and cardiovascular disease risk factors were collected for ~7000 participants, and blood samples banked. The peri-urban study villages have since experienced rapid unplanned development, providing a unique opportunity for prospective investigation of mechanisms by which dietary transition may influence the risk of cardiovascular disease.
We plan to re-examine the cohort in 2020-22 to collect data on dietary patterns, cardiovascular risk factors, and key hypothesised mechanisms (i.e. gut microbiome, blood metabolome, immunome and micronutrients) to address the following objectives:
-Identify predominant patterns for diet, gut microbiome and blood metabolome in this transitional community, and any systematic variations in these by the level of village development
-Investigate the key molecular pathways hypothesised to explain the relationship between dietary patterns and cardiovascular disease risk
-Investigate the role played by the gut microbiome in the relationship between dietary patterns and cardiovascular disease risk, specifically through changes in immunological functioning and micronutrient deficiencies
Findings from this study may inform dietary guidelines and food policy in India, and ultimately lead to a reduction in economic burden from cardiovascular disease epidemic in India.
The Andhra Pradesh Children and Parents Study is an intergenerational cohort study in 29 villages near Hyderabad city, South India. In 2010-12, detailed data on diet and cardiovascular disease risk factors were collected for ~7000 participants, and blood samples banked. The peri-urban study villages have since experienced rapid unplanned development, providing a unique opportunity for prospective investigation of mechanisms by which dietary transition may influence the risk of cardiovascular disease.
We plan to re-examine the cohort in 2020-22 to collect data on dietary patterns, cardiovascular risk factors, and key hypothesised mechanisms (i.e. gut microbiome, blood metabolome, immunome and micronutrients) to address the following objectives:
-Identify predominant patterns for diet, gut microbiome and blood metabolome in this transitional community, and any systematic variations in these by the level of village development
-Investigate the key molecular pathways hypothesised to explain the relationship between dietary patterns and cardiovascular disease risk
-Investigate the role played by the gut microbiome in the relationship between dietary patterns and cardiovascular disease risk, specifically through changes in immunological functioning and micronutrient deficiencies
Findings from this study may inform dietary guidelines and food policy in India, and ultimately lead to a reduction in economic burden from cardiovascular disease epidemic in India.
Planned Impact
The proposed research has the potential for a range of direct and indirect impacts on the Indian society.
Potential impact 1: Population diet and health
Dietary advice is often perceived by the public with scepticism due to frequent reports of contradictory findings. Indian culture in particular has a lot of myths involving diet. The issues are compounded by rapidly changing dietary patterns as a result of economic development. The cultural preference for vegetarianism makes it difficult to extrapolate dietary guidelines from other settings or for healthcare providers in India to provide dietary advice for specific health conditions. Improved understanding of mechanisms by which diet could influence cardiovascular disease and other conditions will provide a strong evidence base on which to base dietary advice for Indians. As healthy diet is a key determinant of a broad range of health conditions, both physical and mental, optimal diets are likely to have wide-ranging impact on the general health and well-being of the Indian population.
Potential impact 2: Science and technology
We will use several innovative technologies in the proposed research to characterise the metabolomics, microbiome and immunome. So far, the use of such technologies in humans has been limited to small samples in India. A large-scale project will provide Indian scientific community with experience to manage 'big data' from multiple platforms and undertake complex analyses to generate new knowledge. Such knowledge can then be applied to a range of other samples and industries (e.g. -omics of food samples). Hyderabad is a hub for biotechnology start-ups, many of which have emerged from academic centres, providing a template for others to follow.
Potential impact 3: Industry
The food industry is currently making considerable investments in understanding dietary preferences as they are under pressure from policy makers to develop food products that are tasty, but low in calories, salt and sugar. The findings of this research will be of great interest to them. The findings from the microbiome-related research will have value for the probiotic and microbiome manipulation industries.
Potential impact 4: Governmental policies
The findings from this research will inform national policies in several interrelated areas. For example, the agricultural and rural development policy may be influenced by what foods dietary guidelines encourage people to consume. This is topical as many farmers in India are changing their land use to make more animal produce, which has potential impact on green-house emissions and climate change mitigation policies.
Potential impact 5: Economic productivity and inequalities
Non-communicable diseases, including cardiovascular disease, was estimated to cost the Indian economy $6 trillion during 2012-30, owing to the loss of productivity in a relatively young workforce afflicted with cardiovascular disease. The cost of medical treatment of cardiovascular disease is known to push many low-income households in India into catastrophic poverty, further increasing social inequalities. The urban poor are one of the groups at most risk of diet-related non-communicable diseases. Improvement in diets of transitioning Indians may mitigate some of these adverse consequences of economic development in India.
Potential impact 1: Population diet and health
Dietary advice is often perceived by the public with scepticism due to frequent reports of contradictory findings. Indian culture in particular has a lot of myths involving diet. The issues are compounded by rapidly changing dietary patterns as a result of economic development. The cultural preference for vegetarianism makes it difficult to extrapolate dietary guidelines from other settings or for healthcare providers in India to provide dietary advice for specific health conditions. Improved understanding of mechanisms by which diet could influence cardiovascular disease and other conditions will provide a strong evidence base on which to base dietary advice for Indians. As healthy diet is a key determinant of a broad range of health conditions, both physical and mental, optimal diets are likely to have wide-ranging impact on the general health and well-being of the Indian population.
Potential impact 2: Science and technology
We will use several innovative technologies in the proposed research to characterise the metabolomics, microbiome and immunome. So far, the use of such technologies in humans has been limited to small samples in India. A large-scale project will provide Indian scientific community with experience to manage 'big data' from multiple platforms and undertake complex analyses to generate new knowledge. Such knowledge can then be applied to a range of other samples and industries (e.g. -omics of food samples). Hyderabad is a hub for biotechnology start-ups, many of which have emerged from academic centres, providing a template for others to follow.
Potential impact 3: Industry
The food industry is currently making considerable investments in understanding dietary preferences as they are under pressure from policy makers to develop food products that are tasty, but low in calories, salt and sugar. The findings of this research will be of great interest to them. The findings from the microbiome-related research will have value for the probiotic and microbiome manipulation industries.
Potential impact 4: Governmental policies
The findings from this research will inform national policies in several interrelated areas. For example, the agricultural and rural development policy may be influenced by what foods dietary guidelines encourage people to consume. This is topical as many farmers in India are changing their land use to make more animal produce, which has potential impact on green-house emissions and climate change mitigation policies.
Potential impact 5: Economic productivity and inequalities
Non-communicable diseases, including cardiovascular disease, was estimated to cost the Indian economy $6 trillion during 2012-30, owing to the loss of productivity in a relatively young workforce afflicted with cardiovascular disease. The cost of medical treatment of cardiovascular disease is known to push many low-income households in India into catastrophic poverty, further increasing social inequalities. The urban poor are one of the groups at most risk of diet-related non-communicable diseases. Improvement in diets of transitioning Indians may mitigate some of these adverse consequences of economic development in India.
Publications
Description | Training workshop and capacity strengthening activities in metabolomics and bioinformatics for our Thai collaborators |
Amount | £37,194 (GBP) |
Organisation | United Kingdom Research and Innovation |
Sector | Public |
Country | United Kingdom |
Start | 03/2023 |
End | 03/2023 |
Title | Epidemiological dataset of meat intake and cardiovascular risk |
Description | Detailed meat intake data combined with cardiovascular risk factors in population based cohort of N=2000 adults in Telangana, India |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | Impact pending - data collection is just being finalised and data will be analysed and made available in coming 2-3 months. |
Title | Quasi-experimental dataset of short-term effect of meat intake on urinary metabolome |
Description | N~160 adults have provided 4 urine samples over 2 days, either side of a meat-based meal. These will be analysed for dynamic changes in meat metabolites. Stool samples were also collected to examine interaction with gut microbiome. Primary analyses will be conducted by study team, but then the dataset will be made available for all researchers to conduct secondary analyses. |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | Impact pending - data collection was just finalized this week, and data are still being entered, cleaned and analysed. Anticipated impact is identification of new dietary biomarkers for meat intake in India. |
Title | Untargeted metabolomics dataset from a rural India cohrot |
Description | Untargeted LC-MS metabolomics data from 1800 plasma samples from participants of the APCAPS study in rural India (alongside detailed diet and phenotype information that has been reported elsewhere) |
Type Of Material | Database/Collection of data |
Year Produced | 2024 |
Provided To Others? | No |
Impact | This dataset will be made available but is not yet as it is still being finalised. Analyses are to commence soon. This is a uniquely large and high-quality global metabolomics dataset in India that will have wide value across the field in India and globally. |
Title | Data preparation and acquisition protocols for high-through untargeted metabolomics |
Description | Key output of this project is establishing the feasibility of generating large scale metabolomics data in India. Analyses are underway currently, based on new protocols that have been developed and refined by collaborating partners in Yenepoya (India), LSHTM, and Aberystwyth (UK). |
Type Of Technology | New/Improved Technique/Technology |
Year Produced | 2023 |
Impact | Protocol will be published. Impact is pending analysis results, due in next 4-5 months. |
Description | South-south learning and capacity strengthening symposium on metabolomics with Thai collaborators |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Planned for April 2023 - collaboration workshop with colleagues from Thailand who wish to expand their metabolomics expertise for use in epidemiological studies. Workshop will involve project partners from LSHTM, Abertyswyth and Yenepoya with colleagues from Thailand (team of 6 scientists based at Chiang Mai University) being the primary beneficiaries. |
Year(s) Of Engagement Activity | 2023 |