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Hu Y, Wang X, Niu Y, Zhang H, Wang B, Tang M, He K. Mitochondrial damage and reactive oxygen species production in C. elegans: key factors in CdTe/ZnS quantum dot-Cet probes. NANOSCALE 2025. [PMID: 40421499 DOI: 10.1039/d4nr04227a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2025]
Abstract
Quantum dots (QDs) are nanomaterials renowned for their exceptional optical properties and considerable potential in tumor imaging, drug delivery, and biosensing. These QDs can be functionalized with various ligands, including cetuximab, a monoclonal antibody that specifically targets the epidermal growth factor receptor (EGFR), commonly overexpressed in glioblastoma. Our research team has developed a cetuximab-conjugated CdTe/ZnS QD probe (CdTe/ZnS-Cet) and demonstrated its enhanced glioma imaging capabilities. In order to evaluate the neurotoxicity of the CdTe/ZnS-Cet probe in vivo, we conducted a series of studies using C. elegans as a model to detect the neurotoxicity of the probe. Our observations indicated a concentration-dependent impact of CdTe/ZnS-Cet on nematode physiological changes, with alterations in neurotransmitter levels (dopamine and glutamate) and related gene expression. It shows that these changes are closely associated with ROS-induced oxidative stress and mitochondrial damage. This study not only highlights the pivotal role of mitochondrial damage and ROS production of the CdTe/ZnS-Cet probe in C. elegans, but also provides new insights into the theoretical basis for reducing the neurotoxic effects of the CdTe/ZnS-Cet probe.
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Affiliation(s)
- Yuanyuan Hu
- Key Laboratory of Environmental Medicine & Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing Jiangsu, 210009, China.
| | - Xiaoli Wang
- Key Laboratory of Environmental Medicine & Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing Jiangsu, 210009, China.
| | - Yiru Niu
- Key Laboratory of Environmental Medicine & Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing Jiangsu, 210009, China.
| | - Huanhuan Zhang
- The First People's Hospital of Lianyungang, Lianyungang, 222061, China
| | - Baoyu Wang
- Xuyi County People's Hospital, Xuyi, Jiangsu Province, 211700, China
| | - Meng Tang
- Key Laboratory of Environmental Medicine & Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing Jiangsu, 210009, China.
| | - Keyu He
- Blood Transfusion Department, Clinical Laboratory, Zhongda Hospital, Southeast University, Nanjing Jiangsu, 210009, China.
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Pritz C, Itskovits E, Bokman E, Ruach R, Gritsenko V, Nelken T, Menasherof M, Azulay A, Zaslaver A. Principles for coding associative memories in a compact neural network. eLife 2023; 12:e74434. [PMID: 37140557 PMCID: PMC10159626 DOI: 10.7554/elife.74434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 03/08/2023] [Indexed: 05/05/2023] Open
Abstract
A major goal in neuroscience is to elucidate the principles by which memories are stored in a neural network. Here, we have systematically studied how four types of associative memories (short- and long-term memories, each as positive and negative associations) are encoded within the compact neural network of Caenorhabditis elegans worms. Interestingly, sensory neurons were primarily involved in coding short-term, but not long-term, memories, and individual sensory neurons could be assigned to coding either the conditioned stimulus or the experience valence (or both). Moreover, when considering the collective activity of the sensory neurons, the specific training experiences could be decoded. Interneurons integrated the modulated sensory inputs and a simple linear combination model identified the experience-specific modulated communication routes. The widely distributed memory suggests that integrated network plasticity, rather than changes to individual neurons, underlies the fine behavioral plasticity. This comprehensive study reveals basic memory-coding principles and highlights the central roles of sensory neurons in memory formation.
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Affiliation(s)
- Christian Pritz
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Eyal Itskovits
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Eduard Bokman
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Rotem Ruach
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Vladimir Gritsenko
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Tal Nelken
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Mai Menasherof
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Aharon Azulay
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
| | - Alon Zaslaver
- Department of Genetics, Silberman Institute for Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemJerusalemIsrael
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Long HQ, Gao J, He SQ, Han JF, Tu Y, Chen N. The role of crm-1 in ionizing radiation-induced nervous system dysfunction in Caenorhabditis elegans. Neural Regen Res 2022; 18:1386-1392. [PMID: 36453427 PMCID: PMC9838165 DOI: 10.4103/1673-5374.357908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Ionizing radiation can cause changes in nervous system function. However, the underlying mechanism remains unclear. In this study, Caenorhabditis elegans (C. elegans) was irradiated with 75 Gy of 60Co whole-body γ radiation. Behavioral indicators (head thrashes, touch avoidance, and foraging), and the development of dopaminergic neurons related to behavioral function, were evaluated to assess the effects of ionizing radiation on nervous system function in C. elegans. Various behaviors were impaired after whole-body irradiation and degeneration of dopamine neurons was observed. This suggests that 75 Gy of γ radiation is sufficient to induce nervous system dysfunction. The genes nhr-76 and crm-1, which are reported to be related to nervous system function in human and mouse, were screened by transcriptome sequencing and bioinformatics analysis after irradiation or sham irradiation. The expression levels of these two genes were increased after radiation. Next, RNAi technology was used to inhibit the expression of crm-1, a gene whose homologs are associated with motor neuron development in other species. Downregulation of crm-1 expression effectively alleviated the deleterious effects of ionizing radiation on head thrashes and touch avoidance. It was also found that the expression level of crm-1 was regulated by the nuclear receptor gene nhr-76. The results of this study suggest that knocking down the expression level of nhr-76 can reduce the expression level of crm-1, while down-regulating the expression level of crm-1 can alleviate behavioral disorders induced by ionizing radiation. Therefore, inhibition of crm-1 may be of interest as a potential therapeutic target for ionizing radiation-induced neurological dysfunction.
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Affiliation(s)
- Hui-Qiang Long
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China,State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu Province, China,Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, Jiangsu Province, China
| | - Jin Gao
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China,State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu Province, China,Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, Jiangsu Province, China
| | - Shu-Qing He
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China
| | - Jian-Fang Han
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China,State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu Province, China,Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, Jiangsu Province, China
| | - Yu Tu
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China,State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu Province, China,Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, Jiangsu Province, China,Correspondence to: Yu Tu, ; Na Chen, .
| | - Na Chen
- Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province, China,State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu Province, China,Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, Jiangsu Province, China,Correspondence to: Yu Tu, ; Na Chen, .
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Parida L. The locomotory characteristics of Caenorhabditis elegans in various external environments: A review. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2022.105741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Pandey P, Kaur G, Babu K. Crosstalk between neurons and glia through G-protein coupled receptors: Insights from Caenorhabditis elegans. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2022; 193:119-144. [PMID: 36357074 DOI: 10.1016/bs.pmbts.2022.06.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The past decades have witnessed a dogmatic shift from glia as supporting cells in the nervous system to their active roles in neurocentric functions. Neurons and glia communicate and show bidirectional responses through tripartite synapses. Studies across species indicate that neurotransmitters released by neurons are perceived by glial receptors, which allow for gliotransmitter release. These gliotransmitters can result in activation of neurons via neuronal GPCR receptors. However, studies of these molecular interactions are in their infancy. Caenorhabditis elegans has a conserved neuron-glia architectural repertoire with molecular and functional resemblance to mammals. Further, glia in C. elegans can be manipulated through ablation and mutations allowing for deciphering of glial dependent processes in vivo at single glial resolutions. Here, we will review recent findings from vertebrate and invertebrate organisms with a focus on how C. elegans can be used to advance our understanding of neuron-glia interactions through GPCRs.
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Affiliation(s)
- Pratima Pandey
- Indian Institute of Science Education and Research, Mohali, Punjab, India.
| | - Gazaldeep Kaur
- National Agri-Food Biotechnology Institute, Mohali, Punjab, India
| | - Kavita Babu
- Indian Institute of Science, Bangalore, Karnataka, India.
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Zaroubi L, Ozugergin I, Mastronardi K, Imfeld A, Law C, Gélinas Y, Piekny A, Findlay BL. The Ubiquitous Soil Terpene Geosmin Acts as a Warning Chemical. Appl Environ Microbiol 2022; 88:e0009322. [PMID: 35323022 PMCID: PMC9004350 DOI: 10.1128/aem.00093-22] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 02/26/2022] [Indexed: 12/29/2022] Open
Abstract
Known as the smell of earth after rain, geosmin is an odorous terpene detectable by humans at picomolar concentrations. Geosmin production is heavily conserved in actinobacteria, myxobacteria, cyanobacteria, and some fungi, but its biological activity is poorly understood. We theorized that geosmin was an aposematic signal used to indicate the unpalatability of toxin-producing microbes, discouraging predation by eukaryotes. Consistent with this hypothesis, we found that geosmin altered the behavior of the bacteriophagous nematode Caenorhabditis elegans on agar plates in the absence of bacteria. Normal movement was restored in mutant worms lacking differentiated ASE (amphid neurons, single ciliated endings) neurons, suggesting that geosmin is a taste detected by the nematodal gustatory system. In a predation assay, geosmin and the related terpene 2-methylisoborneol reduced grazing on the bacterium Streptomyces coelicolor. Predation was restored by the removal of both terpene biosynthetic pathways or the introduction of C. elegans that lacked differentiated ASE taste neurons, leading to the apparent death of both bacteria and worms. While geosmin and 2-methylisoborneol appeared to be nontoxic, grazing triggered bacterial sporulation and the production of actinorhodin, a pigment coproduced with a number of toxic metabolites. In this system, geosmin thus appears to act as a warning signal indicating the unpalatability of its producers and reducing predation in a manner that benefits predator and prey. This suggests that molecular signaling may affect microbial predator-prey interactions in a manner similar to that of the well-studied visual markers of poisonous animal prey. IMPORTANCE One of the key chemicals that give soil its earthy aroma, geosmin is a frequent water contaminant produced by a range of unrelated microbes. Many animals, including humans, are able to detect geosmin at minute concentrations, but the benefit that this compound provides to its producing organisms is poorly understood. We found that geosmin repelled the bacterial predator Caenorhabditis elegans in the absence of bacteria and reduced contact between the worms and the geosmin-producing bacterium Streptomyces coelicolor in a predation assay. While geosmin itself appears to be nontoxic to C. elegans, these bacteria make a wide range of toxic metabolites, and grazing on them harmed the worms. In this system, geosmin thus appears to indicate unpalatable bacteria, reducing predation and benefiting both predator and prey. Aposematic signals are well known in animals, and this work suggests that metabolites may play a similar role in the microbial world.
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Affiliation(s)
- Liana Zaroubi
- Department of Chemistry and Biochemistry, Concordia University, Montreal, Québec, Canada
| | - Imge Ozugergin
- Department of Biology, Concordia University, Montreal, Québec, Canada
| | | | - Anic Imfeld
- Department of Chemistry and Biochemistry, Concordia University, Montreal, Québec, Canada
| | - Chris Law
- Department of Biology, Concordia University, Montreal, Québec, Canada
| | - Yves Gélinas
- Department of Chemistry and Biochemistry, Concordia University, Montreal, Québec, Canada
| | - Alisa Piekny
- Department of Biology, Concordia University, Montreal, Québec, Canada
| | - Brandon L. Findlay
- Department of Chemistry and Biochemistry, Concordia University, Montreal, Québec, Canada
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Neural model generating klinotaxis behavior accompanied by a random walk based on C. elegans connectome. Sci Rep 2022; 12:3043. [PMID: 35197494 PMCID: PMC8866504 DOI: 10.1038/s41598-022-06988-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 02/09/2022] [Indexed: 11/09/2022] Open
Abstract
Klinotaxis is a strategy of chemotaxis behavior in Caenorhabditis elegans (C. elegans), and random walking is evident during its locomotion. As yet, the understanding of the neural mechanisms underlying these behaviors has remained limited. In this study, we present a connectome-based simulation model of C. elegans to concurrently realize realistic klinotaxis and random walk behaviors and explore their neural mechanisms. First, input to the model is derived from an ASE sensory neuron model in which the all-or-none depolarization characteristic of ASEL neuron is incorporated for the first time. Then, the neural network is evolved by an evolutionary algorithm; klinotaxis emerged spontaneously. We identify a plausible mechanism of klinotaxis in this model. Next, we propose the liquid synapse according to the stochastic nature of biological synapses and introduce it into the model. Adopting this, the random walk is generated autonomously by the neural network, providing a new hypothesis as to the neural mechanism underlying the random walk. Finally, simulated ablation results are fairly consistent with the biological conclusion, suggesting the similarity between our model and the biological network. Our study is a useful step forward in behavioral simulation and understanding the neural mechanisms of behaviors in C. elegans.
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9
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Mujika A, Leškovský P, Álvarez R, Otaduy MA, Epelde G. Modeling Behavioral Experiment Interaction and Environmental Stimuli for a Synthetic C. elegans. Front Neuroinform 2017; 11:71. [PMID: 29276485 PMCID: PMC5727351 DOI: 10.3389/fninf.2017.00071] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 11/24/2017] [Indexed: 11/13/2022] Open
Abstract
This paper focusses on the simulation of the neural network of the Caenorhabditis elegans living organism, and more specifically in the modeling of the stimuli applied within behavioral experiments and the stimuli that is generated in the interaction of the C. elegans with the environment. To the best of our knowledge, all efforts regarding stimuli modeling for the C. elegansare focused on a single type of stimulus, which is usually tested with a limited subnetwork of the C. elegansneural system. In this paper, we follow a different approach where we model a wide-range of different stimuli, with more flexible neural network configurations and simulations in mind. Moreover, we focus on the stimuli sensation by different types of sensory organs or various sensory principles of the neurons. As part of this work, most common stimuli involved in behavioral assays have been modeled. It includes models for mechanical, thermal, chemical, electrical and light stimuli, and for proprioception-related self-sensed information exchange with the neural network. The developed models have been implemented and tested with the hardware-based Si elegans simulation platform.
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Affiliation(s)
- Andoni Mujika
- Intelligent Transport Systems and Engineering, Vicomtech-ik4, Donostia/San Sebastián, Spain
| | - Peter Leškovský
- Intelligent Transport Systems and Engineering, Vicomtech-ik4, Donostia/San Sebastián, Spain
| | - Roberto Álvarez
- eHealth and Biomedical Applications, Vicomtech-ik4, Donostia/San Sebastián, Spain.,IIS Biodonostia, Donostia/San Sebastián, Spain
| | - Miguel A Otaduy
- Department of Computer Science, Universidad Rey Juan Carlos, Móstoles, Spain
| | - Gorka Epelde
- eHealth and Biomedical Applications, Vicomtech-ik4, Donostia/San Sebastián, Spain.,IIS Biodonostia, Donostia/San Sebastián, Spain
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Appleby PA. The role of multiple chemotactic mechanisms in a model of chemotaxis in C. elegans: different mechanisms are specialised for different environments. J Comput Neurosci 2013; 36:339-54. [PMID: 23942985 DOI: 10.1007/s10827-013-0474-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 07/03/2013] [Accepted: 07/08/2013] [Indexed: 10/26/2022]
Abstract
Unlike simpler organisms, C. elegans possesses several distinct chemosensory pathways and chemotactic mechanisms. These mechanisms and pathways are individually capable of driving chemotaxis in a chemical concentration gradient. However, it is not understood if they are redundant or co-operate in more sophisticated ways. Here we examine the specialisation of different chemotactic mechanisms in a model of chemotaxis to NaCl. We explore the performance of different chemotactic mechanisms in a range of chemical gradients and show that, in the model, far from being redundant, the mechanisms are specialised both for different environments and for distinct features within those environments. We also show that the chemotactic drive mediated by the ASE pathway is not robust to the presence of noise in the chemical gradient. This problem cannot be solved along the ASE pathway without destroying its ability to drive chemotaxis. Instead, we show that robustness to noise can be achieved by introducing a second, much slower NaCl-sensing pathway. This secondary pathway is simpler than the ASE pathway, in the sense that it can respond to either up-steps or down-steps in NaCl but not both, and could correspond to one of several candidates in the literature which we identify and evaluate. This work provides one possible explanation of why there are multiple NaCl sensing pathways and chemotactic mechanisms in C. elegans: rather than being redundant the different pathways and mechanism are specialised both for the characteristics of different environments and for distinct features within a single environment.
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Affiliation(s)
- Peter A Appleby
- Kroto Research Institute, University of Sheffield, Sheffield, UK,
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