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Updated: Sep 2, 2025

Artificial Intelligence Approaches to Assessing Primary Cilia
Published on: May 1, 2021
Dong Joo Yang1, Le Trung Tran2, Seul Gi Yoon3
1Department of Oral Biology, Yonsei University College of Dentistry, Seoul 03722, Republic of Korea.
This study investigated how primary cilia in neurons affect the body's response to fasting. Researchers created mice with cilia-deficient neurons and tested how these mice responded to energy depletion. They found that without primary cilia, leptin signaling was impaired, leading to reduced energy expenditure and heat generation. The study suggests that primary cilia are important for the body's adaptive responses during fasting. These findings highlight the role of cilia in regulating energy balance and leptin action in LepR neurons.
Area of Science:
Background:
Prior research has shown that primary cilia in neurons are involved in energy balance and leptin signaling. However, the role of these cilia during fasting remains unclear. Established knowledge includes the importance of leptin in regulating appetite and energy expenditure. No prior work had resolved how primary cilia might influence adaptive responses to starvation. This gap motivated the investigation of whether primary cilia directly mediate these responses. The study aimed to clarify the function of primary cilia in leptin signaling under energy-depleted conditions. This uncertainty drove the development of a cilia-deficient mouse model to test leptin's effects. The research sought to determine whether cilia are essential for counterregulatory mechanisms during fasting.
Purpose Of The Study:
The aim of the study was to determine whether primary cilia in LepR neurons are necessary for adaptive responses during fasting. The specific problem addressed is the lack of understanding about how primary cilia contribute to leptin action and energy homeostasis in starvation. The motivation stems from the known role of primary cilia in leptin signaling but the unknown role in fasting adaptation. The researchers propose that cilia may regulate neuronal responses to energy depletion. This investigation sought to clarify the functional connection between cilia and leptin signaling in fasting. The study aimed to test whether cilia-deficient neurons show impaired leptin responses. The researchers hypothesized that cilia are required for leptin-induced neuroendocrine adaptation. The study sought to confirm the necessity of cilia in counterregulatory responses.
Main Methods:
The researchers generated a mouse model with LepR neuron-specific primary cilia knockout using Ift88 gene deletion. Leptin-mediated electrophysiological properties were assessed using patch-clamp recordings in fasting conditions. Adaptive responses were measured through monitoring of counterregulatory hormones. Body weight loss, energy expenditure, and heat generation were quantified in Ift88 KOLepR mice. The study compared these outcomes with wild-type littermates under fasting. Neuronal excitability and leptin homeostasis were analyzed in the knockout model. The researchers used electrophysiological techniques to evaluate leptin signaling in cilia-deficient neurons. The study design allowed for direct comparison of cilia-dependent and cilia-independent leptin responses.
Main Results:
The strongest finding was that leptin-induced neuronal excitability was impaired in Ift88 KOLepR mice during fasting. Leptin homeostasis was also disrupted in the cilia-deficient model. The knockout mice showed reduced body weight loss compared to wild-type controls. Energy expenditure was significantly lower in the Ift88 KOLepR group. Heat generation was also diminished in the cilia-deficient mice. The study found that counterregulatory hormone responses were altered in the absence of primary cilia. The results suggest that primary cilia are necessary for leptin-mediated neuroendocrine adaptation. The findings indicate that cilia are crucial for counterregulatory responses during starvation.
Conclusions:
The authors propose that primary cilia in LepR neurons are required for leptin-mediated adaptive responses to fasting. The study's findings suggest that cilia are crucial for maintaining leptin homeostasis in energy-depleted conditions. The researchers conclude that cilia are necessary for counterregulatory hormone responses during starvation. The results support the idea that cilia regulate neuroendocrine adaptation to energy depletion. The study demonstrates that cilia-deficient neurons show impaired leptin signaling in fasting. The authors suggest that cilia are essential components in the neuronal response to starvation. The findings imply that cilia contribute to the regulation of energy expenditure and heat generation. The study concludes that primary cilia are important for adaptive counterregulatory mechanisms in LepR neurons.
The study suggests that primary cilia in LepR neurons are necessary for leptin-induced neuronal excitability and homeostasis during fasting.
The researchers used patch-clamp techniques to evaluate electrophysiological properties of neurons in fasting conditions.
The Ift88 gene is essential for cilia formation, and its deletion allowed the researchers to study cilia-dependent leptin signaling.
The study measured body weight loss, energy expenditure, and heat generation as indicators of adaptive responses to fasting.
The knockout mice showed reduced body weight loss, lower energy expenditure, and diminished heat generation compared to wild-type littermates.
The authors propose that primary cilia are crucial for leptin-mediated counterregulatory responses during starvation.