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Updated: Jan 6, 2026

A Microphysiologic Platform for Human Fat: Sandwiched White Adipose Tissue
Published on: August 15, 2018
Preclinical research in obesity-associated metabolic diseases using in vitro, multicellular, and non-mammalian models
Paula Aranaz1,2, Marina Clavel-Millan3,4, Katherine Gil-Cardoso5
1Department of Nutrition, Food Sciences and Physiology, Center for Nutrition Research, University of Navarra, Pamplona, 31008, Spain.
Abstract:
Addressing the physiological effects of bioactive compounds in metabolic diseases (i.e., obesity, diabetes, liver steatosis) and establishing their mechanisms of action have been a major interest for the last decades. However, methodologies that can be applied to achieve this can vary greatly, leading to a limited type of information. Thus, the accuracy, robustness, reliability and potential (human) translation are highly reliant on the experimental design and selected methodological models. This review presents an update exploring the main features, advantages and disadvantages of most important pre-clinical models used at the present time to study the effects of bioactive compounds on metabolic diseases. Moreover, future challenges in developing new methods are also depicted. In vitro models (enzyme assays and standard two-dimensional cultures of adipocytes, skeletal muscle cells) are intrinsically well established and constitute the first choice and most widely used methods to study bioactive compounds in metabolic diseases. However, novel models such as three-dimensional cultures (spheroids, organoids) are also starting to emerge and complement traditional culture systems. Models of small organisms (C. elegans, D. melanogaster) and non-mammal vertebrates (D. rerio) represent a scientific advantage and a middle-step before traditional mammalian models (rats and mice). This article provides extensive information and a critical overview of a wide range of methods that represent present and future avenues towards a further understanding of metabolic diseases. Combining and developing new methods will be key for future progression on the effects of bioactive compounds on metabolic diseases, as well as to minimize the use of mammalian models due to ethical reasons.
Insights
This review critically examines preclinical models for studying bioactive compounds in metabolic diseases like obesity and diabetes. It highlights the strengths and weaknesses of various methods, from cell cultures to animal models, guiding future research.
Area of Science:
- Metabolic disease research
- Pharmacology
- Toxicology
Background:
- Investigating bioactive compounds' effects on metabolic diseases (obesity, diabetes, liver steatosis) and their mechanisms is crucial.
- Existing methodologies vary, impacting data accuracy, reliability, and human translation.
- Experimental design and model selection are critical for robust findings.
Purpose of the Study:
- To provide an updated overview of pre-clinical models for studying bioactive compounds in metabolic diseases.
- To analyze the advantages and disadvantages of current methodologies.
- To discuss future challenges and emerging methods in the field.
Main Methods:
- Review of in vitro models: enzyme assays, 2D cell cultures (adipocytes, muscle cells).
- Exploration of emerging 3D models: spheroids, organoids.
- Assessment of small organism models (C. elegans, D. melanogaster) and non-mammal vertebrates (D. rerio).
- Evaluation of traditional mammalian models (rats, mice).
Main Results:
- In vitro models are well-established but limited in scope.
- 3D cultures offer enhanced physiological relevance.
- Non-mammalian models provide intermediate steps before mammalian studies.
- Mammalian models remain prevalent but raise ethical concerns.
Conclusions:
- A critical overview of diverse pre-clinical models for metabolic disease research is presented.
- Combining and developing novel methods is essential for advancing the field.
- Future research should aim to minimize mammalian model use through ethical considerations and innovative approaches.
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