Browsing by Author "Bansal, Ruchi"

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    Artificial Intelligence Approaches to Assessing Primary Cilia
    (MyJove Corporation, 2021-05-01) Bansal, Ruchi; Engle, Staci E.; Kamba, Tisianna K.; Brewer, Kathryn M.; Lewis, Wesley R.; Berbari, Nicolas F.; Biology, School of Science
    Cilia are microtubule based cellular appendages that function as signaling centers for a diversity of signaling pathways in many mammalian cell types. Cilia length is highly conserved, tightly regulated, and varies between different cell types and tissues and has been implicated in directly impacting their signaling capacity. For example, cilia have been shown to alter their lengths in response to activation of ciliary G protein-coupled receptors. However, accurately and reproducibly measuring the lengths of numerous cilia is a time-consuming and labor-intensive procedure. Current approaches are also error and bias prone. Artificial intelligence (Ai) programs can be utilized to overcome many of these challenges due to capabilities that permit assimilation, manipulation, and optimization of extensive data sets. Here, we demonstrate that an Ai module can be trained to recognize cilia in images from both in vivo and in vitro samples. After using the trained Ai to identify cilia, we are able to design and rapidly utilize applications that analyze hundreds of cilia in a single sample for length, fluorescence intensity and co-localization. This unbiased approach increased our confidence and rigor when comparing samples from different primary neuronal preps in vitro as well as across different brain regions within an animal and between animals. Moreover, this technique can be used to reliably analyze cilia dynamics from any cell type and tissue in a high-throughput manner across multiple samples and treatment groups. Ultimately, Ai-based approaches will likely become standard as most fields move toward less biased and more reproducible approaches for image acquisition and analysis.
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    Artificial Intelligence Approaches to Assessing Primary Cilia
    (MyJove Corp., 2021-05-01) Bansal, Ruchi; Engle, Staci E.; Kamba, Tisianna K.; Brewer, Kathryn M.; Lewis, Wesley R.; Berbari, Nicolas F.; Biology, School of Science
    Cilia are microtubule based cellular appendages that function as signaling centers for a diversity of signaling pathways in many mammalian cell types. Cilia length is highly conserved, tightly regulated, and varies between different cell types and tissues and has been implicated in directly impacting their signaling capacity. For example, cilia have been shown to alter their lengths in response to activation of ciliary G protein-coupled receptors. However, accurately and reproducibly measuring the lengths of numerous cilia is a time-consuming and labor-intensive procedure. Current approaches are also error and bias prone. Artificial intelligence (Ai) programs can be utilized to overcome many of these challenges due to capabilities that permit assimilation, manipulation, and optimization of extensive data sets. Here, we demonstrate that an Ai module can be trained to recognize cilia in images from both in vivo and in vitro samples. After using the trained Ai to identify cilia, we are able to design and rapidly utilize applications that analyze hundreds of cilia in a single sample for length, fluorescence intensity and co-localization. This unbiased approach increased our confidence and rigor when comparing samples from different primary neuronal preps in vitro as well as across different brain regions within an animal and between animals. Moreover, this technique can be used to reliably analyze cilia dynamics from any cell type and tissue in a high-throughput manner across multiple samples and treatment groups. Ultimately, Ai-based approaches will likely become standard as most fields move toward less biased and more reproducible approaches for image acquisition and analysis.
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    Cilia Associated Signaling in Adult Energy Homeostasis
    (2022-05) Bansal, Ruchi; Berbari, Nicolas F.; Perrin, Benjamin J.; Mastracci, Teresa L.; Baucum, Anthony J.; Dunn, Kenneth W.
    Primary cilia are solitary cellular appendages that function as signaling centers for cells in adult energy homeostasis. Here in chapter 1, I introduce cilia and how dysfunction of these conserved organelles results in ciliopathies, such as Bardet-Biedl Syndrome (BBS), which present with childhood obesity. Furthermore, conditional loss of primary cilia from neurons in the hypothalamus leads to hyperphagia and obesity in mouse models of ciliopathies. Classically, cilia coordinate signaling often through specific G-protein coupled receptors (GPCRs) as is the case in both vision and olfaction. In addition, neurons throughout the brain including hypothalamic neurons possess primary cilia whose dysfunction contributes to ciliopathy-associated obesity. How neuronal cilia regulate the signaling of GPCRs remains unclear and many fundamental cell biology questions remain about cilia mediated signaling. For example, how cilia coordinate signaling to influence neuronal activity is unknown. To begin to address some of these cell biology questions around neuronal cilia, chapter 2, describes the development and use of a system for primary neuronal cultures from the hypothalamus. Using this system, we found that activation of the cilia regulated hedgehog pathway, which is critical in development, influenced the ability of neurons to respond to GPCR ligands. This result highlights the role of the developmentally critical hedgehog pathway on terminally differentiated hypothalamic neurons. One challenge facing the cilia field is our ability to assess cilia in large numbers without potential bias. This is especially true in tissues like the brain, where cilia appear to have region-specific characteristics. Work included in Chapter 3 describes the use of a computer-assisted artificial intelligence (Ai) approach to analyze cilia composition and morphology in a less biased and high throughput manner. Cilia length and intensities are important parameters for evaluation of cilia signaling. Evidence suggests that activation of some ciliary GPCRs results in shortening of cilia whereas deviations from normal cilia length in mutant phenotypes affects normal physiological processes such as decreased mucociliary clearance. Therefore, to analyze a large number of cilia, we describe the use of the Ai module from in vitro and in vivo samples in a reproducible manner that minimizes user bias. Using this approach, we identified that Mchr1 expression is significantly stronger in the cilia of paraventricular nucleus than that in the arcuate nucleus of adult mice. Work in Chapter 4 continues to explore the integration between hedgehog pathway and ciliary GPCR signaling in the central nervous system, and its relevance with energy homeostasis. We evaluated the hedgehog ligand in the plasma of mice in acute and long-term metabolic changes and identified that the activity of the ligand changed under altered metabolic conditions. We also developed a genetic mouse model where hedgehog signaling was constitutively active in neuronal cilia. These mice become hyperphagic and obese. These results further emphasize the potential role of the hedgehog signaling pathway in regulation of feeding behavior in adult vertebrates. Overall, results from this work will provide a better understanding of the defects not only underlying ciliopathy-associated obesity but may also reveal more common mechanisms of centrally mediated obesity. In addition, the tools I have developed will help in understanding how neuronal cilia are used for intercellular communications and ultimately how they regulate behaviors like feeding.
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    Cilia Signaling and Obesity
    (Elsevier, 2021) Engle, Staci E.; Bansal, Ruchi; Antonellis, Patrick J.; Berbari, Nicolas F.; Biology, School of Science
    An emerging number of rare genetic disorders termed ciliopathies are associated with pediatric obesity. It is becoming clear that the mechanisms associated with cilia dysfunction and obesity in these syndromes are complex. In addition to ciliopathic syndromic forms of obesity, several cilia-associated signaling gene mutations also lead to morbid obesity. While cilia have critical and diverse functions in energy homeostasis including their roles in centrally mediated food intake as well as in peripheral tissues, many questions remain. Here, we briefly discuss the syndromic ciliopathies and monoallelic cilia signaling gene mutations associated with obesity. We also describe potential ways cilia may be involved in common obesity. We discuss how neuronal cilia impact food intake potentially through leptin signaling and changes in ciliary G protein-coupled receptor (GPCR) signaling. We highlight several recent studies that have implicated the potential for cilia in peripheral tissues such as adipose and the pancreas to contribute to metabolic dysfunction. Then we discuss the potential for cilia to impact energy homeostasis through their roles in both development and adult tissue homeostasis. The studies discussed in this review highlight how a comprehensive understanding of the requirement of cilia for the regulation of diverse biological functions will contribute to our understanding of common forms of obesity.
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    Cilia-associated wound repair mediated by IFT88 in retinal pigment epithelium
    (Springer Nature, 2023-05-21) Ning, Ke; Bhuckory, Mohajeet B.; Lo, Chien‑Hui; Sendayen, Brent E.; Kowal, Tia J.; Chen, Ming; Bansal, Ruchi; Chang, Kun‑Che; Vollrath, Douglas; Berbari, Nicolas F.; Mahajan, Vinit B.; Hu, Yang; Sun, Yang; Biology, School of Science
    Primary cilia are conserved organelles that integrate extracellular cues into intracellular signals and are critical for diverse processes, including cellular development and repair responses. Deficits in ciliary function cause multisystemic human diseases known as ciliopathies. In the eye, atrophy of the retinal pigment epithelium (RPE) is a common feature of many ciliopathies. However, the roles of RPE cilia in vivo remain poorly understood. In this study, we first found that mouse RPE cells only transiently form primary cilia. We then examined the RPE in the mouse model of Bardet-Biedl Syndrome 4 (BBS4), a ciliopathy associated with retinal degeneration in humans, and found that ciliation in BBS4 mutant RPE cells is disrupted early during development. Next, using a laser-induced injury model in vivo, we found that primary cilia in RPE reassemble in response to laser injury during RPE wound healing and then rapidly disassemble after the repair is completed. Finally, we demonstrated that RPE-specific depletion of primary cilia in a conditional mouse model of cilia loss promoted wound healing and enhanced cell proliferation. In summary, our data suggest that RPE cilia contribute to both retinal development and repair and provide insights into potential therapeutic targets for more common RPE degenerative diseases.
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    A CreER mouse to study melanin concentrating hormone signaling in the developing brain
    (Wiley, 2018-08) Engle, Staci E.; Antonellis, Patrick J.; Whitehouse, Logan S.; Bansal, Ruchi; Emond, Michelle R.; Jontes, James D.; Kesterson, Robert A.; Mykytyn, Kirk; Berbari, Nicolas F.; Biology, School of Science
    The neuropeptide, melanin concentrating hormone (MCH), and its G protein-coupled receptor, melanin concentrating hormone receptor 1 (Mchr1), are expressed centrally in adult rodents. MCH signaling has been implicated in diverse behaviors such as feeding, sleep, anxiety, as well as addiction and reward. While a model utilizing the Mchr1 promoter to drive constitutive expression of Cre recombinase (Mchr1-Cre) exists, there is a need for an inducible Mchr1-Cre to determine the roles for this signaling pathway in neural development and adult neuronal function. Here, we generated a BAC transgenic mouse where the Mchr1 promotor drives expression of tamoxifen inducible CreER recombinase. Many aspects of the Mchr1-Cre expression pattern are recapitulated by the Mchr1-CreER model, though there are also notable differences. Most strikingly, compared to the constitutive model, the new Mchr1-CreER model shows strong expression in adult animals in hypothalamic brain regions involved in feeding behavior but diminished expression in regions involved in reward, such as the nucleus accumbens. The inducible Mchr1-CreER allele will help reveal the potential for Mchr1 signaling to impact neural development and subsequent behavioral phenotypes, as well as contribute to the understanding of the MCH signaling pathway in terminally differentiated adult neurons and the diverse behaviors that it influences.
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    A CreER Mouse to Study Melanin Concentrating Hormone Signaling in the Developing Brain
    (Wiley, 2018) Engle, Staci E.; Antonellis, Patrick J.; Whitehouse, Logan S.; Bansal, Ruchi; Emond, Michelle R.; Jontes, James D.; Kesterson, Robert A.; Mykytyn, Kirk; Berbari, Nicolas F.; Biology, School of Science
    The neuropeptide, melanin concentrating hormone (MCH), and its G protein‐coupled receptor, melanin concentrating hormone receptor 1 (Mchr1), are expressed centrally in adult rodents. MCH signaling has been implicated in diverse behaviors such as feeding, sleep, anxiety, as well as addiction and reward. While a model utilizing the Mchr1 promoter to drive constitutive expression of Cre recombinase (Mchr1‐Cre) exists, there is a need for an inducible Mchr1‐Cre to determine the roles for this signaling pathway in neural development and adult neuronal function. Here, we generated a BAC transgenic mouse where the Mchr1 promotor drives expression of tamoxifen inducible CreER recombinase. Many aspects of the Mchr1‐Cre expression pattern are recapitulated by the Mchr1‐CreER model, though there are also notable differences. Most strikingly, compared to the constitutive model, the new Mchr1‐CreER model shows strong expression in adult animals in hypothalamic brain regions involved in feeding behavior but diminished expression in regions involved in reward, such as the nucleus accumbens. The inducible Mchr1‐CreER allele will help reveal the potential for Mchr1 signaling to impact neural development and subsequent behavioral phenotypes, as well as contribute to the understanding of the MCH signaling pathway in terminally differentiated adult neurons and the diverse behaviors that it influences.
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    Hedgehog Pathway Activation Alters Ciliary Signaling in Primary Hypothalamic Cultures
    (Frontiers, 2019-06-12) Bansal, Ruchi; Engle, Staci E.; Antonellis, Patrick J.; Whitehouse, Logan S.; Baucum, Anthony J.; Cummins, Theodore R.; Reiter, Jeremy F.; Berbari, Nicolas F.; Biology, School of Science
    Primary cilia dysfunction has been associated with hyperphagia and obesity in both ciliopathy patients and mouse models of cilia perturbation. Neurons throughout the brain possess these solitary cellular appendages, including in the feeding centers of the hypothalamus. Several cell biology questions associated with primary neuronal cilia signaling are challenging to address in vivo. Here we utilize primary hypothalamic neuronal cultures to study ciliary signaling in relevant cell types. Importantly, these cultures contain neuronal populations critical for appetite and satiety such as pro-opiomelanocortin (POMC) and agouti related peptide (AgRP) expressing neurons and are thus useful for studying signaling involved in feeding behavior. Correspondingly, these cultured neurons also display electrophysiological activity and respond to both local and peripheral signals that act on the hypothalamus to influence feeding behaviors, such as leptin and melanin concentrating hormone (MCH). Interestingly, we found that cilia mediated hedgehog signaling, generally associated with developmental processes, can influence ciliary GPCR signaling (Mchr1) in terminally differentiated neurons. Specifically, pharmacological activation of the hedgehog-signaling pathway using the smoothened agonist, SAG, attenuated the ability of neurons to respond to ligands (MCH) of ciliary GPCRs. Understanding how the hedgehog pathway influences cilia GPCR signaling in terminally differentiated neurons could reveal the molecular mechanisms associated with clinical features of ciliopathies, such as hyperphagia-associated obesity.
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    An inhibitor of the mitotic kinase, MPS1, is selective towards pancreatic cancer cells
    (Office of the Vice Chancellor for Research, 2014-04-11) Bansal, Ruchi; Blackburn, Corrine; Brown, Lyndsey; Gasaway, Rachel; Victorino, Jose; Jeong, Jaesik; Gore, Jesse; March, Keith L.; Herbert, Brittney-Shea; Colombo, Riccardo; Korc, Murray; Slee, Roger B.; Grimes, Brenda R.
    The abysmal five year pancreatic cancer survival rate of less than 6% highlights the need for new treatments for this deadly malignancy. Cytotoxic drugs normally target rapidly dividing cancer cells but unfortunately often target stem cells resulting in toxicity. This warrants the development of compounds that selectively target tumor cells. An inhibitor of the mitotic kinase, MPS1, which has been shown to be more selective towards cancer cells than non-tumorigenic cells, shows promise but its effects on stem cells has not been investigated. MPS1 is an essential component of the Spindle Assembly Checkpoint and is proposed to be up-regulated in cancer cells to maintain chromosomal segregation errors within survivable limits. Inhibition of MPS1 kinase causes cancer cell death accompanied by massive aneuploidy. Our studies demonstrate that human adipose stem cells (ASCs) and can tolerate higher levels of a small molecule MPS1 inhibitor than pancreatic cancer cells. In contrast to PANC-1 cancer cells, ASCs and telomerase-immortalized pancreatic ductal epithelial cells did not exhibit elevated chromosome mis-segregation after treatment with the MPS1 inhibitor for 72hrs. In contrast, PANC-1 pancreatic cancer cells exhibited a large increase in chromosomal mis-segregation under similar conditions. Furthermore, growth of ASCs was minimally affected post treatment whereas PANC-1 cells were severely growth impaired suggesting a favorable therapeutic index. Our studies, demonstrate that MPS1 inhibition is selective towards pancreatic cancer cells and that stem cells are less affected in vitro. These data suggest MPS1 inhibition should be further investigated as a new treatment approach in pancreatic cancer.
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    An inhibitor of the mitotic kinase, MPS1, is selective towards pancreatic cancer cells
    (2014) Bansal, Ruchi; Grimes, Brenda R.; Herbert, Brittney-Shea; Dlouhy, Stephen Robert
    The abysmal five year pancreatic cancer survival rate of less than 6% highlights the need for new treatments for this deadly malignancy. Cytotoxic drugs normally target rapidly dividing cancer cells but unfortunately often target stem cells resulting in toxicity. This warrants the development of compounds that selectively target tumor cells. An inhibitor of the mitotic kinase, MPS1, which has been shown to be more selective towards cancer cells than non-tumorigenic cells, shows promise but its effects on stem cells has not been investigated. MPS1 is an essential component of the Spindle Assembly Checkpoint and is proposed to be up-regulated in cancer cells to maintain chromosomal segregation errors within survivable limits. Inhibition of MPS1 kinase causes cancer cell death accompanied by massive aneuploidy. Our studies demonstrate that human adipose stem cells (ASCs) and can tolerate higher levels of a small molecule MPS1 inhibitor than pancreatic cancer cells. In contrast to PANC-1 cancer cells, ASCs and telomerase-immortalized pancreatic ductal epithelial cells did not exhibit elevated chromosome mis-segregation after treatment with the MPS1 inhibitor for 72hrs. In contrast, PANC-1 pancreatic cancer cells exhibited a large increase in chromosomal mis-segregation under similar conditions. Furthermore, growth of ASCs was minimally affected post treatment whereas PANC-1 cells were severely growth impaired suggesting a favorable therapeutic index. Our studies, demonstrate that MPS1 inhibition is selective towards pancreatic cancer cells and that stem cells are less affected in vitro. These data suggest MPS1 inhibition should be further investigated as a new treatment approach in pancreatic cancer.