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Loret C, Scherrer C, Rovini A, Pyromali I, Faye PA, Nizou A, Sturtz F, Favreau F, Lia AS. Advances in modeling the Charcot-Marie-Tooth disease: Human induced pluripotent stem cell-derived Schwann cells harboring SH3TC2 variants. Eur J Cell Biol 2025; 104:151485. [PMID: 40154263 DOI: 10.1016/j.ejcb.2025.151485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 02/17/2025] [Accepted: 03/20/2025] [Indexed: 04/01/2025] Open
Abstract
Human induced pluripotent stem cells (hiPSCs) represent a powerful tool for investigating neuropathological disorders, such as Charcot-Marie-Tooth disease (CMT), the most prevalent inherited peripheral neuropathy, where the cells of interest are hardly accessible. Advancing the development of appropriate cellular models is crucial for studying the disease's pathophysiology. In this study, we present the first two isogenic hiPSC-derived Schwann cell models for studying CMT4C, also known as AR-CMTde-SH3TC2. This subtype of CMT is associated with alterations in SH3TC2 and is the most prevalent form of autosomal recessive demyelinating CMT. We aimed to study the impact of two nonsense mutations in SH3TC2. To achieve this, we used two CRISPR hiPSC clones, one carrying a homozygous nonsense mutation: c.211C>T, p.Gln71*, and the other one, carrying the most common AR-CMTde-SH3TC2 alteration, c.2860G>A, p.Arg954*. To study the endogenous expression of SH3TC2 in the cells mainly altered in AR-CMTde-SH3TC2, we initiated the differentiation of both our CMT clones and their isogenic control into Schwann cells (SCs). This study represents the first in vitro investigation of human endogenous SH3TC2 expression in AR-CMTde-SH3TC2 hiPSC-derived SC models, allowing for the examination of its expression and of its cellular impact. By comparing this AR-CMTde-SH3TC2 models to the control one, we observed disparities in RNA and protein expression of SH3TC2. Additionally, our RNA and coculture experiments with hiPSC-derived motor neurons (MNs) revealed delayed maturation of SCs and a reduced ability of SH3TC2-deficient SCs to sustain motor neuron culture. Our findings also demonstrated a disability in receptor recycling in SH3TC2-deficient cells, depending on the AR-CMTde-SH3TC2 alteration. These hiPSC-derived-SC models further provide a new modelling tool for studying Schwann cell contribution to CMT4C.
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Affiliation(s)
- Camille Loret
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France.
| | - Camille Scherrer
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France
| | - Amandine Rovini
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France
| | - Ioanna Pyromali
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France
| | - Pierre-Antoine Faye
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France; CHU Limoges, Department of Biochemistry and Molecular Genetics, Limoges F-87000, France
| | - Angélique Nizou
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France
| | - Franck Sturtz
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France; CHU Limoges, Department of Biochemistry and Molecular Genetics, Limoges F-87000, France
| | - Frédéric Favreau
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France; CHU Limoges, Department of Biochemistry and Molecular Genetics, Limoges F-87000, France.
| | - Anne-Sophie Lia
- University of Limoges, NeurIT UR 20218, GEIST Institute, Limoges F-87000, France; CHU Limoges, Department of Biochemistry and Molecular Genetics, Limoges F-87000, France; CHU Limoges, Department of Bioinformatics, Limoges F-87000, France
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Lanz M, Cortada M, Lu Y, Levano S, Bodmer D. mTORC2 Regulates Actin Polymerization in Auditory Cells. J Neurochem 2025; 169:e70012. [PMID: 39921391 DOI: 10.1111/jnc.70012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 01/17/2025] [Accepted: 01/22/2025] [Indexed: 02/10/2025]
Abstract
Mammalian target of rapamycin complex 2 (mTORC2) is essential for hearing by regulating auditory hair cell structure and function. However, mechanistic details of how mTORC2 regulates intracellular processes in sensory hair cells have not yet been clarified. To further elucidate the role of mTORC2 in auditory cells, we generated a Rictor knockout cell line from HEI-OC1 auditory cells. mTORC2-deficient auditory cells exhibited significant alterations in actin cytoskeleton morphology and decreased proliferation rates. Additionally, we observed a reduction in phosphorylation of protein kinase C alpha (PKCα) and disrupted actin polymerization in mTORC2-deficient cells. Using proteomics, we found that mTORC2 disruption altered expression of cytoskeleton-related proteins in auditory cells. These findings provide valuable mechanistic insights into the functional role of mTORC2 in auditory cells, potentially opening new perspectives to address sensorineural hearing loss.
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Affiliation(s)
- Michael Lanz
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Maurizio Cortada
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Otorhinolaryngology, Head and Neck Surgery, University of Basel Hospital, Basel, Switzerland
| | - Yu Lu
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Soledad Levano
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Daniel Bodmer
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Otorhinolaryngology, Head and Neck Surgery, University of Basel Hospital, Basel, Switzerland
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Wang L, Bu T, Wu X, Gao S, Yun D, Mao B, Li H, Silvestrini B, Li L, Sun F, Cheng CY. Microtubule-Associated Proteins (MAPs) Are Multifunctional Cytoskeletal Proteins in the Testis That Regulate Spermatogenesis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1469:411-431. [PMID: 40301267 DOI: 10.1007/978-3-031-82990-1_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/01/2025]
Abstract
Microtubule-associated proteins (MAPs) refer to a large superfamily of proteins that bind to microtubules (MTs) structurally, modulating the rapid transition of MTs from a stable state (polymerized) to shrinkage (or catastrophe) via depolymerization through a meta-stable state. Changes of MTs from an assembled structure as linear protofilaments that are a packed/bundled ultrastructure to disassembled subunits of heterodimers of α-/ß-tubulins (or oligomers) can take place in milliseconds within a living cell. These heterodimers can also be rapidly phosphorylated, becoming GTP-bound, or rapidly polymerized into linear protofilaments of MT again. It is such rapid cyclic changes of MTs that support cellular development, growth, and changes in cell shape in response to changes in development or other physiological phenomena, such as the series of cellular events during spermatogenesis, cell divisions, and in response to environmental toxicants to protect cellular life. In this review, we seek to give a concise update and discussion on MAPs. Particularly, we focus on a specific member of the structural MAPs, namely MAP1a, and its interaction with the microtubule affinity regulatory kinases (MARKs, including MARK1, 2, 3, and 4, all are Ser/Thr protein kinases) in particular MARK4, and how these two MAPs work together to regulate MT dynamics in Sertoli cells to support germ cell development. This information should be helpful to investigators who seek to better understand the role of MAPs in testis biology.
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Affiliation(s)
- Lingling Wang
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Institute of Reproductive Medicine, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Tiao Bu
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Institute of Reproductive Medicine, Medical School of Nantong University, Nantong, Jiangsu, China
- Department of AnesthesiologyAffiliated Hospital of Guangdong Medical University Zhanjiang City, Guangdong Province, China
| | - Xiaolong Wu
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Sheng Gao
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Institute of Reproductive Medicine, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Damin Yun
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Institute of Reproductive Medicine, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Baiping Mao
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Huitao Li
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | | | - Linxi Li
- The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Fei Sun
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
| | - C Yan Cheng
- Department of Urology and Andrology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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Wang Y, Liu Z, Li Y, Nie Z, Xu B, Zhu Y, Duan S, Chen X, Tan H, Dang J, Guan M, Guo Y. A Novel Mutation Located in the N-Terminal Domain of MYO15A Caused Sensorineural Hearing Loss. Mol Genet Genomic Med 2024; 12:e70042. [PMID: 39620501 PMCID: PMC11609997 DOI: 10.1002/mgg3.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 11/07/2024] [Accepted: 11/12/2024] [Indexed: 04/06/2025] Open
Abstract
BACKGROUND MYO15A is one of the common genes of severe-to-profound sensorineural deafness. Mutations in this gene can cause both pre- and post-lingual hearing losses. In this study, a novel MYO15A variant (c.2482C>T) was identified to be associated with autosomal recessive non-syndromic hearing loss (ARNSHL) in a Chinese Uighur family. METHODS To examine the effects of the MYO15A mutation on the morphology and function of the derived hair cell-like cells, two iPSCs were generated separately from the proband and a mutation-negative family member and those were then induced to hair cell-like cells. RESULTS Results showed that this homozygous MYO15A mutation (PVS1 + PM2 + PP1 + PP3), which is located in the N-terminal domain, displayed significant differences in the morphology and function of hair cell-like cells between the proband and the normal control, although it had no effect on the totipotency of iPSCs. CONCLUSION Our study demonstrates that the novel variant c.2482C>T in the MYO15A gene may cause inner ear hair cell dysfunction and audiological disorders in this family.
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Affiliation(s)
- Yanli Wang
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Zengping Liu
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Yong Li
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Zhipeng Nie
- Institute of GeneticsZhejiang University School of MedicineZhejiangHangzhouChina
| | - Baicheng Xu
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Yiming Zhu
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Shihong Duan
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Xingjian Chen
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Huan Tan
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Jiong Dang
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
| | - Minxin Guan
- Institute of GeneticsZhejiang University School of MedicineZhejiangHangzhouChina
| | - Yufen Guo
- Department of Otolaryngology—Head and Neck SurgeryLanzhou University Second HospitalLanzhouGansuChina
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Loret C, Pauset A, Faye PA, Prouzet-Mauleon V, Pyromali I, Nizou A, Miressi F, Sturtz F, Favreau F, Turcq B, Lia AS. CRISPR Base Editing to Create Potential Charcot-Marie-Tooth Disease Models with High Editing Efficiency: Human Induced Pluripotent Stem Cell Harboring SH3TC2 Variants. Biomedicines 2024; 12:1550. [PMID: 39062123 PMCID: PMC11274897 DOI: 10.3390/biomedicines12071550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/05/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
Human induced pluripotent stem cells (hiPSCs) represent a powerful tool to investigate neuropathological disorders in which the cells of interest are inaccessible, such as in the Charcot-Marie-Tooth disease (CMT), the most common inherited peripheral neuropathy. Developing appropriate cellular models becomes crucial in order to both study the disease's pathophysiology and test new therapeutic approaches. The generation of hiPS cellular models for disorders caused by a single nucleotide variation has been significantly improved following the development of CRISPR-based editing tools. In this study, we efficiently and quickly generated, by CRISPR editing, the two first hiPSCs cellular models carrying alterations involved in CMT4C, also called AR-CMTde-SH3TC2. This subtype of CMT is associated with alterations in the SH3TC2 gene and represents the most prevalent form of autosomal recessive demyelinating CMT. We aimed to develop models for two different SH3TC2 nonsense variants, c.211C>T, p.Gln71* and the most common AR-CMTde-SH3TC2 alteration, c.2860C>T, p.Arg954*. First, in order to determine the best CRISPR strategy to adopt on hiPSCs, we first tested a variety of sgRNAs combined with a selection of recent base editors using the conveniently cultivable and transfectable HEK-293T cell line. The chosen CRISPR base-editing strategy was then applied to hiPSCs derived from healthy individuals to generate isogenic CMT disease models with up to 93% editing efficiency. For point mutation generation, we first recommend to test your strategies on alternative cell line such as HEK-293T before hiPSCs to evaluate a variety of sgRNA-BE combinations, thus boosting the chance of achieving edited cellular clones with the hard-to-culture and to transfect hiPSCs.
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Affiliation(s)
- Camille Loret
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
| | - Amandine Pauset
- University of Bordeaux, CRISP'edit, TBMCore UAR CNRS 3427, US Inserm 005, F-33000 Bordeaux, France (V.P.-M.); (B.T.)
- University of Bordeaux, Modeling Transformation and Resistance in Leukemia, BRIC Inserm U1312, F-33000 Bordeaux, France
| | - Pierre-Antoine Faye
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
- CHU Limoges, Department of Biochemistry and Molecular Genetics, F-87000 Limoges, France
| | - Valérie Prouzet-Mauleon
- University of Bordeaux, CRISP'edit, TBMCore UAR CNRS 3427, US Inserm 005, F-33000 Bordeaux, France (V.P.-M.); (B.T.)
- University of Bordeaux, Modeling Transformation and Resistance in Leukemia, BRIC Inserm U1312, F-33000 Bordeaux, France
| | - Ioanna Pyromali
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
| | - Angélique Nizou
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
| | - Federica Miressi
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
| | - Franck Sturtz
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
- CHU Limoges, Department of Biochemistry and Molecular Genetics, F-87000 Limoges, France
| | - Frédéric Favreau
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
- CHU Limoges, Department of Biochemistry and Molecular Genetics, F-87000 Limoges, France
| | - Béatrice Turcq
- University of Bordeaux, CRISP'edit, TBMCore UAR CNRS 3427, US Inserm 005, F-33000 Bordeaux, France (V.P.-M.); (B.T.)
- University of Bordeaux, Modeling Transformation and Resistance in Leukemia, BRIC Inserm U1312, F-33000 Bordeaux, France
| | - Anne-Sophie Lia
- University of Limoges, NeurIT UR 20218, GEIST Institute, F-87000 Limoges, France; (P.-A.F.); (I.P.); (A.N.); (F.M.); (F.S.); (F.F.); (A.-S.L.)
- CHU Limoges, Department of Biochemistry and Molecular Genetics, F-87000 Limoges, France
- CHU Limoges, Department of Bioinformatics, F-87000 Limoges, France
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Ma C, Haritunians T, Gremida AK, Syal G, Shah J, Yang S, Ramos Del Aguila de Rivers C, Storer CE, Chen L, Mengesha E, Mujukian A, Hanna M, Fleshner P, Binion DG, VanDussen KL, Stappenbeck TS, Head RD, Ciorba MA, McGovern DPB, Liu TC. Ileal Paneth Cell Phenotype is a Cellular Biomarker for Pouch Complications in Ulcerative Colitis. J Crohns Colitis 2024; 18:jjae105. [PMID: 38953127 PMCID: PMC11637519 DOI: 10.1093/ecco-jcc/jjae105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND & AIMS Biomarkers that integrate genetic and environmental factors and predict outcome in complex immune diseases such as inflammatory bowel disease (IBD; including Crohn's disease [CD] and ulcerative colitis [UC]) are needed. We showed that morphologic patterns of ileal Paneth cells (Paneth cell phenotype [PCP]; a surrogate for PC function) is one such cellular biomarker for CD. Given the shared features between CD and UC, we hypothesized that PCP is also associated with molecular/genetic features and outcome in UC. Because PC density is highest in the ileum, we further hypothesized that PCP predicts outcome in UC subjects who underwent total colectomy and ileal pouch-anal anastomosis (IPAA). METHODS Uninflamed ileal resection margins from UC subjects with colectomy and IPAA were used for PCP and transcriptomic analyses. PCP was defined using defensin 5 immunofluorescence. Genotyping was performed using Immunochip. UC transcriptomic and genotype associations of PCP were incorporated with data from CD subjects to identify common IBD-related pathways and genes that regulate PCP. RESULTS The prevalence of abnormal ileal PCP was 27%, comparable to that seen in CD. Combined analysis of UC and CD subjects showed that abnormal PCP was associated with transcriptomic pathways of secretory granule maturation and polymorphisms in innate immunity genes. Abnormal ileal PCP at the time of colectomy was also associated with pouch complications including de novo CD in the pouch and time to first episode of pouchitis. CONCLUSIONS Ileal PCP is biologically and clinically relevant in UC and can be used as a biomarker in IBD.
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Affiliation(s)
- Changqing Ma
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Anas K Gremida
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Gaurav Syal
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Janaki Shah
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Shaohong Yang
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Chad E Storer
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
| | - Ling Chen
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Emebet Mengesha
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Angela Mujukian
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mary Hanna
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Phillip Fleshner
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - David G Binion
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Kelli L VanDussen
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Thaddeus S Stappenbeck
- Department of Inflammation and Immunity, Cleveland Clinic Lerner Research Institute, Cleveland, OH, USA
| | - Richard D Head
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
| | - Matthew A Ciorba
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ta-Chiang Liu
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
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Leung TCN, Lu SN, Chu CN, Lee J, Liu X, Ngai SM. Temporal Quantitative Proteomic and Phosphoproteomic Profiling of SH-SY5Y and IMR-32 Neuroblastoma Cells during All- Trans-Retinoic Acid-Induced Neuronal Differentiation. Int J Mol Sci 2024; 25:1047. [PMID: 38256121 PMCID: PMC10816102 DOI: 10.3390/ijms25021047] [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: 11/17/2023] [Revised: 01/05/2024] [Accepted: 01/13/2024] [Indexed: 01/24/2024] Open
Abstract
The human neuroblastoma cell lines SH-SY5Y and IMR-32 can be differentiated into neuron-like phenotypes through treatment with all-trans-retinoic acid (ATRA). After differentiation, these cell lines are extensively utilized as in vitro models to study various aspects of neuronal cell biology. However, temporal and quantitative profiling of the proteome and phosphoproteome of SH-SY5Y and IMR-32 cells throughout ATRA-induced differentiation has been limited. Here, we performed relative quantification of the proteomes and phosphoproteomes of SH-SY5Y and IMR-32 cells at multiple time points during ATRA-induced differentiation. Relative quantification of proteins and phosphopeptides with subsequent gene ontology analysis revealed that several biological processes, including cytoskeleton organization, cell division, chaperone function and protein folding, and one-carbon metabolism, were associated with ATRA-induced differentiation in both cell lines. Furthermore, kinase-substrate enrichment analysis predicted altered activities of several kinases during differentiation. Among these, CDK5 exhibited increased activity, while CDK2 displayed reduced activity. The data presented serve as a valuable resource for investigating temporal protein and phosphoprotein abundance changes in SH-SY5Y and IMR-32 cells during ATRA-induced differentiation.
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Affiliation(s)
- Thomas C. N. Leung
- State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Hong Kong, China
| | - Scott Ninghai Lu
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China; (S.N.L.); (C.N.C.); (J.L.); (X.L.)
| | - Cheuk Ning Chu
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China; (S.N.L.); (C.N.C.); (J.L.); (X.L.)
| | - Joy Lee
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China; (S.N.L.); (C.N.C.); (J.L.); (X.L.)
| | - Xingyu Liu
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China; (S.N.L.); (C.N.C.); (J.L.); (X.L.)
| | - Sai Ming Ngai
- State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Hong Kong, China
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China; (S.N.L.); (C.N.C.); (J.L.); (X.L.)
- AoE Centre for Genomic Studies on Plant-Environment Interaction for Sustainable Agriculture and Food Security, The Chinese University of Hong Kong, Hong Kong, China
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8
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Bai Y, Liu J, Wu X, Pang B, Zhang S, Jiang M, Chen A, Huang H, Chen Y, Zeng Y, Mei L, Gao K. Susceptibility of immature spiral ganglion neurons to aminoglycoside-induced ototoxicity is mediated by the TRPV1 channel in mice. Hear Res 2023; 440:108910. [PMID: 37956582 DOI: 10.1016/j.heares.2023.108910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 10/23/2023] [Accepted: 11/02/2023] [Indexed: 11/15/2023]
Abstract
Aminoglycoside antibiotics are among the most common agents that can cause sensorineural hearing loss. From clinical experience, premature babies, whose inner ear is still developing, are more susceptible to aminoglycoside-induced ototoxicity, which is echoed by our previous study carried out in organotypic cultures. This study aimed to investigate whether a nonselective cation channel, TRPV1, contributes to the susceptibility of immature spiral ganglion neurons (SGNs) to the damage caused by aminoglycosides. Through western blotting and immunofluorescence, we found that the TRPV1 expression levels were much higher in immature SGNs than in their mature counterparts. In postnatal day 7 cochlear organotypic cultures, AMG-517 reduced reactive oxygen species generation and inhibited SGN apoptosis under aminoglycoside challenge. However, in adult mice, AMG-517 did not ameliorate the ABR threshold increase at high frequencies (16 kHz and 32 kHz) after aminoglycoside administration, and the SGNs within the cochleae had no morphological changes. By further regulating the function of TRPV1 in primary cultured SGNs with its inhibitor AMG-517 and agonist capsaicin, we demonstrated that TRPV1 is a major channel for aminoglycoside uptake: AMG-517 can significantly reduce, while capsaicin can significantly increase, the uptake of GTTR. In addition, TRPV1 knockdown in SGNs can also significantly reduce the uptake of GTTR. Taken together, our results demonstrated that aminoglycosides can directly enter immature SGNs through the TRPV1 channel. High expression of TRPV1 contributes to the susceptibility of immature SGNs to aminoglycoside-induced damage. The TRPV1 inhibitor AMG-517 has the potential to be a therapeutic agent for preventing aminoglycoside-induced ototoxicity in immature SGNs.
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Affiliation(s)
- Yijiang Bai
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Jing Liu
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Xuewen Wu
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Bo Pang
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China; Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, PR China
| | - Shuai Zhang
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Mengzhu Jiang
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Anhai Chen
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Huping Huang
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Yongjia Chen
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China
| | - Yuan Zeng
- Patient Service Center, Xiangya Hospital Central South University, Changsha, PR China
| | - Lingyun Mei
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China.
| | - Kelei Gao
- Department of Otorhinolaryngology, Xiangya Hospital Central South University, Changsha, PR China; Province Key Laboratory of Otolaryngology Critical Diseases, Changsha, PR China; Department of Geriatrics, National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, PR China.
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9
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Sun Y, Liu Z. Recent advances in molecular studies on cochlear development and regeneration. Curr Opin Neurobiol 2023; 81:102745. [PMID: 37356371 DOI: 10.1016/j.conb.2023.102745] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/06/2023] [Accepted: 05/25/2023] [Indexed: 06/27/2023]
Abstract
The auditory organ cochlea harbors two types of sound receptors, inner hair cells (IHCs) and outer hair cells (OHCs), which are innervated by spiral (auditory) ganglion neurons (SGNs). Recent transcriptomic, epigenetic, and genetic studies have started to reveal various aspects of cochlear development, including how prosensory progenitors are specified and diversified into IHCs or OHCs, as well as the heterogeneity among SGNs and how SGN subtypes are formed. Here, we primarily review advances in this line of research over the past five years and discuss a few key studies (from the past two years) to elucidate (1) how prosensory progenitors are specified; (2) the cis-regulatory control of Atoh1 expression and the synergistic interaction between Atoh1 and Pou4f3; and (3) the essential roles of Insm1 and Ikzf2 in OHC development and Tbx2 in IHC development. Moreover, we highlight the contribution of recent molecular studies on cochlear development toward the goal of regenerating IHCs and OHCs, which holds considerable potential for application in treating human deafness. Lastly, we briefly summarize the most recent progress on uncovering when and how SGN diversity is generated.
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Affiliation(s)
- Yuwei Sun
- Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Zhiyong Liu
- Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, 200031, China; Shanghai Center for Brain Science and Brain-Inspired Intelligence Technology, Shanghai, 201210, China.
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10
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Erickson T, Biggers WP, Williams K, Butland SE, Venuto A. Regionalized Protein Localization Domains in the Zebrafish Hair Cell Kinocilium. J Dev Biol 2023; 11:28. [PMID: 37367482 DOI: 10.3390/jdb11020028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 05/05/2023] [Accepted: 06/02/2023] [Indexed: 06/28/2023] Open
Abstract
Sensory hair cells are the receptors for auditory, vestibular, and lateral line sensory organs in vertebrates. These cells are distinguished by "hair"-like projections from their apical surface collectively known as the hair bundle. Along with the staircase arrangement of the actin-filled stereocilia, the hair bundle features a single, non-motile, true cilium called the kinocilium. The kinocilium plays an important role in bundle development and the mechanics of sensory detection. To understand more about kinocilial development and structure, we performed a transcriptomic analysis of zebrafish hair cells to identify cilia-associated genes that have yet to be characterized in hair cells. In this study, we focused on three such genes-ankef1a, odf3l2a, and saxo2-because human or mouse orthologs are either associated with sensorineural hearing loss or are located near uncharacterized deafness loci. We made transgenic fish that express fluorescently tagged versions of their proteins, demonstrating their localization to the kinocilia of zebrafish hair cells. Furthermore, we found that Ankef1a, Odf3l2a, and Saxo2 exhibit distinct localization patterns along the length of the kinocilium and within the cell body. Lastly, we have reported a novel overexpression phenotype of Saxo2. Overall, these results suggest that the hair cell kinocilium in zebrafish is regionalized along its proximal-distal axis and set the groundwork to understand more about the roles of these kinocilial proteins in hair cells.
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Affiliation(s)
- Timothy Erickson
- Department of Biology, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
| | | | - Kevin Williams
- Department of Biology, East Carolina University, Greenville, NC 27858, USA
| | - Shyanne E Butland
- Department of Biology, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
| | - Alexandra Venuto
- Department of Biology, East Carolina University, Greenville, NC 27858, USA
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11
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Fu X, Wan P, Lu L, Wan Y, Liu Z, Hong G, Cao S, Bi X, Zhou J, Qiao R, Guo S, Xiao Y, Wang B, Chang M, Li W, Li P, Zhang A, Sun J, Chai R, Gao J. Peroxisome Deficiency in Cochlear Hair Cells Causes Hearing Loss by Deregulating BK Channels. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023:e2300402. [PMID: 37171794 PMCID: PMC10369297 DOI: 10.1002/advs.202300402] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/15/2023] [Indexed: 05/13/2023]
Abstract
The peroxisome is a ubiquitous organelle in rodent cells and plays important roles in a variety of cell types and tissues. It is previously indicated that peroxisomes are associated with auditory function, and patients with peroxisome biogenesis disorders (PBDs) are found to have hearing dysfunction, but the specific role of peroxisomes in hearing remains unclear. In this study, two peroxisome-deficient mouse models (Atoh1-Pex5-/- and Pax2-Pex5-/- ) are established and it is found that peroxisomes mainly function in the hair cells of cochleae. Furthermore, peroxisome deficiency-mediated negative effects on hearing do not involve mitochondrial dysfunction and oxidative damage. Although the mammalian target of rapamycin complex 1 (mTORC1) signaling is shown to function through peroxisomes, no changes are observed in the mTORC1 signaling in Atoh1-Pex5-/- mice when compared to wild-type (WT) mice. However, the expression of large-conductance, voltage-, and Ca2+ -activated K+ (BK) channels is less in Atoh1-Pex5-/- mice as compared to the WT mice, and the administration of activators of BK channels (NS-1619 and NS-11021) restores the auditory function in knockout mice. These results suggest that peroxisomes play an essential role in cochlear hair cells by regulating BK channels. Hence, BK channels appear as the probable target for treating peroxisome-related hearing diseases such as PBDs.
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Affiliation(s)
- Xiaolong Fu
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
- State Key Laboratory of Digital Medical Engineering, Department of Otolaryngology Head and Neck Surgery, Zhongda Hospital, School of Life Sciences and Technology, Advanced Institute for Life and Health, Jiangsu Province High-Tech Key Laboratory for Bio-Medical Research, Southeast University, Nanjing, 210096, P. R. China
| | - Peifeng Wan
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
| | - Ling Lu
- Department of Otolaryngology Head and Neck Surgery, Affiliated Drum Tower Hospital of Nanjing University Medical School, Jiangsu Provincial Key Medical Discipline (Laboratory), Nanjing, 210096, P. R. China
| | - Yingcui Wan
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Ziyi Liu
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Guodong Hong
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Shengda Cao
- Department of Otorhinolaryngology, Qilu Hospital of Shandong University, NHC Key Laboratory of Otorhinolaryngology, Shandong University, Jinan, Shandong, 250012, P. R. China
| | - Xiuli Bi
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Jing Zhou
- The First Affiliated Hospital of Suzhou University, Suzhou University, Suzhou, P. R. China, 215000
| | - Ruifeng Qiao
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Siwei Guo
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
| | - Yu Xiao
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
| | - Bingzheng Wang
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Miao Chang
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Wen Li
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Peipei Li
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
| | - Aizhen Zhang
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
| | - Jin Sun
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
| | - Renjie Chai
- State Key Laboratory of Digital Medical Engineering, Department of Otolaryngology Head and Neck Surgery, Zhongda Hospital, School of Life Sciences and Technology, Advanced Institute for Life and Health, Jiangsu Province High-Tech Key Laboratory for Bio-Medical Research, Southeast University, Nanjing, 210096, P. R. China
- Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, 226001, P. R. China
- Department of Otolaryngology Head and Neck Surgery, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, P. R. China
- Institute for Stem Cell and Regeneration, Chinese Academy of Science, Beijing, 101408, P. R. China
- Beijing Key Laboratory of Neural Regeneration and Repair, Capital Medical University, Beijing, 100069, P. R. China
| | - Jiangang Gao
- Medical Science and Technology Innovation Center, Shandong First Medical University, Jinan, 250117, P. R. China
- School of Life Science, Shandong University, Qingdao, 266237, P. R. China
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12
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ftr82 is necessary for hair cell morphogenesis and auditory function during zebrafish development. J Genet Genomics 2023; 50:77-86. [PMID: 36464225 DOI: 10.1016/j.jgg.2022.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 10/27/2022] [Accepted: 11/18/2022] [Indexed: 12/04/2022]
Abstract
Damages of sensory hair cells (HCs) are mainly responsible for sensorineural hearing loss, while the pathological mechanism remains not fully understood due to the many potential deafness genes unidentified. ftr82, a member of the largely TRIMs family in fish, has been found specifically expressed in the otic vesicle while its function is still unclear. Here, we investigate the roles of ftr82 in HC development and hearing function utilizing the zebrafish model. The results of in situ hybridization illustrate that ftr82 is always restricted to localize in otic vesicles at different stages. The defects of HCs are observed both in ftr82 morphants and mutants, including significantly decreased crista HCs, shortened cilia as well as remarkably reduced functional HCs in neuromasts, which could be successfully rescued by co-injection of exogenous ftr82 mRNA. The behavior assay of startle response indicates that larvae lacking of ftr82 exhibits lower sensitivity to external sound stimuli. Further research reveals that the loss of HCs is mainly caused by cell apoptosis mediated by caspase-3 activation. Our study demonstrates that ftr82 is a crucial hearing-related gene that regulates the HC morphogenesis and auditory function performing, which provides new insight into the rapid identification of the deafness gene.
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13
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Wang J, Zheng J, Wang H, He H, Li S, Zhang Y, Wang Y, Xu X, Wang S. Gene therapy: an emerging therapy for hair cells regeneration in the cochlea. Front Neurosci 2023; 17:1177791. [PMID: 37207182 PMCID: PMC10188948 DOI: 10.3389/fnins.2023.1177791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/12/2023] [Indexed: 05/21/2023] Open
Abstract
Sensorineural hearing loss is typically caused by damage to the cochlear hair cells (HCs) due to external stimuli or because of one's genetic factors and the inability to convert sound mechanical energy into nerve impulses. Adult mammalian cochlear HCs cannot regenerate spontaneously; therefore, this type of deafness is usually considered irreversible. Studies on the developmental mechanisms of HC differentiation have revealed that nonsensory cells in the cochlea acquire the ability to differentiate into HCs after the overexpression of specific genes, such as Atoh1, which makes HC regeneration possible. Gene therapy, through in vitro selection and editing of target genes, transforms exogenous gene fragments into target cells and alters the expression of genes in target cells to activate the corresponding differentiation developmental program in target cells. This review summarizes the genes that have been associated with the growth and development of cochlear HCs in recent years and provides an overview of gene therapy approaches in the field of HC regeneration. It concludes with a discussion of the limitations of the current therapeutic approaches to facilitate the early implementation of this therapy in a clinical setting.
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Affiliation(s)
- Jipeng Wang
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jianwei Zheng
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Haiyan Wang
- Department of Otolaryngology-Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Haoying He
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Shuang Li
- Department of Otolaryngology-Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Ya Zhang
- Department of Otolaryngology-Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - You Wang
- Department of Stomatology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- *Correspondence: You Wang,
| | - Xiaoxiang Xu
- Department of Otolaryngology-Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Xiaoxiang Xu,
| | - Shuyi Wang
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China
- Shuyi Wang,
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14
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Durán-Alonso MB, Petković H. Induced Pluripotent Stem Cells, a Stepping Stone to In Vitro Human Models of Hearing Loss. Cells 2022; 11:3331. [PMID: 36291196 PMCID: PMC9600035 DOI: 10.3390/cells11203331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 10/05/2022] [Accepted: 10/14/2022] [Indexed: 11/28/2022] Open
Abstract
Hearing loss is the most prevalent sensorineural impairment in humans. Yet despite very active research, no effective therapy other than the cochlear implant has reached the clinic. Main reasons for this failure are the multifactorial nature of the disorder, its heterogeneity, and a late onset that hinders the identification of etiological factors. Another problem is the lack of human samples such that practically all the work has been conducted on animals. Although highly valuable data have been obtained from such models, there is the risk that inter-species differences exist that may compromise the relevance of the gathered data. Human-based models are therefore direly needed. The irruption of human induced pluripotent stem cell technologies in the field of hearing research offers the possibility to generate an array of otic cell models of human origin; these may enable the identification of guiding signalling cues during inner ear development and of the mechanisms that lead from genetic alterations to pathology. These models will also be extremely valuable when conducting ototoxicity analyses and when exploring new avenues towards regeneration in the inner ear. This review summarises some of the work that has already been conducted with these cells and contemplates future possibilities.
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Affiliation(s)
- María Beatriz Durán-Alonso
- Unit of Excellence, Institute of Biology and Molecular Genetics (IBGM), University of Valladolid-CSIC, 47003 Valladolid, Spain
| | - Hrvoje Petković
- Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia
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15
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Nie Z, Wang C, Chen J, Ji Y, Zhang H, Zhao F, Zhou X, Guan MX. Abnormal morphology and function in retinal ganglion cells derived from patients-specific iPSCs generated from individuals with Leber's hereditary optic neuropathy. Hum Mol Genet 2022; 32:231-243. [PMID: 35947995 PMCID: PMC9840204 DOI: 10.1093/hmg/ddac190] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 07/11/2022] [Accepted: 08/07/2022] [Indexed: 01/19/2023] Open
Abstract
Leber's hereditary optic neuropathy (LHON) is a maternally inherited eye disease that results from degeneration of retinal ganglion cells (RGC). Mitochondrial ND4 11778G > A mutation, which affects structural components of complex I, is the most prevalent LHON-associated mitochondrial DNA (mtDNA) mutation worldwide. The m.11778G > A mutation is the primary contributor underlying the development of LHON and X-linked PRICKLE3 allele (c.157C > T, p.Arg53Trp) linked to biogenesis of ATPase interacts with m.11778G > A mutation to cause LHON. However, the lack of appropriate cell and animal models of LHON has been significant obstacles for deep elucidation of disease pathophysiology, specifically the tissue-specific effects. Using RGC-like cells differentiated from induced pluripotent stem cells (iPSCs) from members of one Chinese family (asymptomatic subjects carrying only m.11778G > A mutation or PRICKLE3 p.Arg53Trp mutation, symptomatic individuals bearing both m.11778G > A and PRICKLE3 p.Arg53Trp mutations and control lacking these mutations), we demonstrated the deleterious effects of mitochondrial dysfunctions on the morphology and functions of RGCs. Notably, iPSCs bearing only m.11778G > A or p.Arg53Trp mutation exhibited mild defects in differentiation to RGC-like cells. The RGC-like cells carrying only m.11778G > A or p.Arg53Trp mutation displayed mild defects in RGC morphology, including the area of soma and numbers of neurites, electrophysiological properties, ATP contents and apoptosis. Strikingly, those RGC-like cells derived from symptomatic individuals harboring both m.11778G > A and p.Arg53Trp mutations displayed greater defects in the development, morphology and functions than those in cells bearing single mutation. These findings provide new insights into pathophysiology of LHON arising from RGC deficiencies caused by synergy between m.11778G > A and PRICKLE3 p.Arg53Trp mutation.
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Affiliation(s)
| | | | | | - Yanchun Ji
- Division of Medical Genetics and Genomics, The Children’s Hospital, Zhejiang University School of Medicine and National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China,Institute of Genetics and Department of Human Genetics, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Hongxing Zhang
- Department of Ophthalmology, The First Affiliated Hospital, Shandong First Medical University, Jinan, Shandong, China
| | - Fuxin Zhao
- School of Optometry and Ophthalmology and Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiangtian Zhou
- School of Optometry and Ophthalmology and Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Min-Xin Guan
- To whom correspondence should be addressed at: Institute of Genetics, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China. Tel: 86-571-88206916; Fax: 86-571-88982377;
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16
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Schroeder PH, Brenner LN, Kaur V, Cromer SJ, Armstrong K, LaRocque RC, Ryan ET, Meigs JB, Florez JC, Charles RC, Mercader JM, Leong A. Proteomic analysis of cardiometabolic biomarkers and predictive modeling of severe outcomes in patients hospitalized with COVID-19. Cardiovasc Diabetol 2022; 21:136. [PMID: 35864532 PMCID: PMC9301894 DOI: 10.1186/s12933-022-01569-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 07/08/2022] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND The high heterogeneity in the symptoms and severity of COVID-19 makes it challenging to identify high-risk patients early in the disease. Cardiometabolic comorbidities have shown strong associations with COVID-19 severity in epidemiologic studies. Cardiometabolic protein biomarkers, therefore, may provide predictive insight regarding which patients are most susceptible to severe illness from COVID-19. METHODS In plasma samples collected from 343 patients hospitalized with COVID-19 during the first wave of the pandemic, we measured 92 circulating protein biomarkers previously implicated in cardiometabolic disease. We performed proteomic analysis and developed predictive models for severe outcomes. We then used these models to predict the outcomes of out-of-sample patients hospitalized with COVID-19 later in the surge (N = 194). RESULTS We identified a set of seven protein biomarkers predictive of admission to the intensive care unit and/or death (ICU/death) within 28 days of presentation to care. Two of the biomarkers, ADAMTS13 and VEGFD, were associated with a lower risk of ICU/death. The remaining biomarkers, ACE2, IL-1RA, IL6, KIM1, and CTSL1, were associated with higher risk. When used to predict the outcomes of the future, out-of-sample patients, the predictive models built with these protein biomarkers outperformed all models built from standard clinical data, including known COVID-19 risk factors. CONCLUSIONS These findings suggest that proteomic profiling can inform the early clinical impression of a patient's likelihood of developing severe COVID-19 outcomes and, ultimately, accelerate the recognition and treatment of high-risk patients.
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Affiliation(s)
- Philip H Schroeder
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Laura N Brenner
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Varinderpal Kaur
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Sara J Cromer
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Katrina Armstrong
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Regina C LaRocque
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Edward T Ryan
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - James B Meigs
- Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, 100 Cambridge St 16th Floor, Boston, MA, 02114, USA
| | - Jose C Florez
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Richelle C Charles
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Josep M Mercader
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Aaron Leong
- Diabetes Unit, Endocrine Division, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. .,Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA. .,Programs in Metabolism and Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, 100 Cambridge St 16th Floor, Boston, MA, 02114, USA.
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17
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Bieniussa L, Kahraman B, Skornicka J, Schulte A, Voelker J, Jablonka S, Hagen R, Rak K. Pegylated Insulin-Like Growth Factor 1 attenuates Hair Cell Loss and promotes Presynaptic Maintenance of Medial Olivocochlear Cholinergic Fibers in the Cochlea of the Progressive Motor Neuropathy Mouse. Front Neurol 2022; 13:885026. [PMID: 35720065 PMCID: PMC9203726 DOI: 10.3389/fneur.2022.885026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 04/26/2022] [Indexed: 11/13/2022] Open
Abstract
The progressive motor neuropathy (PMN) mouse is a model of an inherited motor neuropathy disease with progressive neurodegeneration. Axon degeneration associates with homozygous mutations of the TBCE gene encoding the tubulin chaperone E protein. TBCE is responsible for the correct dimerization of alpha and beta-tubulin. Strikingly, the PMN mouse also develops a progressive hearing loss after normal hearing onset, characterized by degeneration of the auditory nerve and outer hair cell (OHC) loss. However, the development of this neuronal and cochlear pathology is not fully understood yet. Previous studies with pegylated insulin-like growth factor 1 (peg-IGF-1) treatment in this mouse model have been shown to expand lifespan, weight, muscle strength, and motor coordination. Accordingly, peg-IGF-1 was evaluated for an otoprotective effect. We investigated the effect of peg-IGF-1 on the auditory system by treatment starting at postnatal day 15 (p15). Histological analysis revealed positive effects on OHC synapses of medial olivocochlear (MOC) neuronal fibers and a short-term attenuation of OHC loss. Peg-IGF-1 was able to conditionally restore the disorganization of OHC synapses and maintain the provision of cholinergic acetyltransferase in presynapses. To assess auditory function, frequency-specific auditory brainstem responses and distortion product otoacoustic emissions were recorded in animals on p21 and p28. However, despite the positive effect on MOC fibers and OHC, no restoration of hearing could be achieved. The present work demonstrates that the synaptic pathology of efferent MOC fibers in PMN mice represents a particular form of “efferent auditory neuropathy.” Peg-IGF-1 showed an otoprotective effect by preventing the degeneration of OHCs and efferent synapses. However, enhanced efforts are needed to optimize the treatment to obtain detectable improvements in hearing performances.
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Affiliation(s)
- Linda Bieniussa
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Baran Kahraman
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Johannes Skornicka
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Annemarie Schulte
- Department of Neurology, University Hospital Würzburg, Würzburg, Germany
| | - Johannes Voelker
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Sibylle Jablonka
- Institute of Clinical Neurobiology, University of Würzburg, Würzburg, Germany
| | - Rudolf Hagen
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Kristen Rak
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery, University Hospital Würzburg, Würzburg, Germany
- *Correspondence: Kristen Rak
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18
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Hasanvand A. COVID-19 and the role of cytokines in this disease. Inflammopharmacology 2022; 30:789-798. [PMID: 35505267 PMCID: PMC9064717 DOI: 10.1007/s10787-022-00992-2] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Accepted: 04/05/2022] [Indexed: 12/13/2022]
Abstract
Studies have shown that SARS-CoV-2 has the ability to activate and mature proinflammatory cytokines in the body. Cytokine markers are a group of polypeptide signalling molecules that can induce and regulate many cellular biological processes by stimulating cell receptors at the surface. SARS-CoV-2 has been shown to be associated with activation of innate immunity, and an increase in neutrophils, mononuclear phagocytes, and natural killer cells has been observed, as well as a decrease in T cells including CD4+ and CD8. It is noteworthy that during the SARS-CoV-2 infection, an increase in the secretion or production of IL-6 and IL-8 is seen in COVID-19 patients along with a decrease in CD4+ and CD8+ and T cells in general. SARS-CoV-2 has been shown to significantly increase Th2, Th1/Th17 cells and antibody production in the body of patients with COVID-19. Specific immune profiles of SARS-CoV-2 infection can lead to secondary infections and dysfunction of various organs in the body. It has been shown that Interleukins (such as IL-1, IL-4, IL-6, IL-7, IL-10, IL-12, IL-17, and IL-18), IFN-γ, TNF-α,TGF-β and NF-κB play major roles in the body's inflammatory response to SARS-CoV-2 infection. The most important goal of this review is to study the role of inflammatory cytokines in COVID-19.
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Affiliation(s)
- Amin Hasanvand
- Department of Physiology and Pharmacology, Faculty of Medicine, Lorestan University of Medical Sciences, Khorramabad, Iran.
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19
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Bieniussa L, Jain I, Bosch Grau M, Juergens L, Hagen R, Janke C, Rak K. Microtubule and auditory function - an underestimated connection. Semin Cell Dev Biol 2022; 137:74-86. [PMID: 35144861 DOI: 10.1016/j.semcdb.2022.02.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 02/01/2022] [Accepted: 02/03/2022] [Indexed: 10/19/2022]
Abstract
The organ of Corti, located in the cochlea within the inner ear is the receptor organ for hearing. It converts auditory signals into neuronal action potentials that are transmitted to the brain for further processing. The mature organ of Corti consists of a variety of highly differentiated sensory cells that fulfil unique tasks in the processing of auditory signals. The actin and microtubule cytoskeleton play essential function in hearing, however so far, more attention has been paid to the role of actin. Microtubules play important roles in maintaining cellular structure and intracellular transport in virtually all eukaryotic cells. Their functions are controlled by interactions with a large variety of microtubule-associated proteins (MAPs) and molecular motors. Current advances show that tubulin posttranslational modifications, as well as tubulin isotypes could play key roles in modulating microtubule properties and functions in cells. These mechanisms could have various effects on the stability and functions of microtubules in the highly specialised cells of the cochlea. Here, we review the current understanding of the role of microtubule-regulating mechanisms in the function of the cochlea and their implications for hearing, which highlights the importance of microtubules in the field of hearing research.
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Affiliation(s)
- Linda Bieniussa
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery and the Comprehensive Hearing Center, University of Würzburg, Germany
| | - Ipsa Jain
- Institute of Stem cell Biology and Regenerative Medicine, Bangalore, India
| | - Montserrat Bosch Grau
- Genetics and Physiology of Hearing Laboratory, Institute Pasteur, 75015 Paris, France
| | - Lukas Juergens
- Department of Ophthalmology, University of Duesseldorf, Germany
| | - Rudolf Hagen
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery and the Comprehensive Hearing Center, University of Würzburg, Germany
| | - Carsten Janke
- Institut Curie, Université PSL, CNRS UMR3348, Orsay, France; Université Paris-Saclay, CNRS UMR3348, Orsay, France
| | - Kristen Rak
- Department of Oto-Rhino-Laryngology, Plastic, Aesthetic and Reconstructive Head and Neck Surgery and the Comprehensive Hearing Center, University of Würzburg, Germany.
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20
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OUP accepted manuscript. Hum Mol Genet 2022; 31:3068-3082. [DOI: 10.1093/hmg/ddac096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/28/2022] [Accepted: 04/20/2022] [Indexed: 11/14/2022] Open
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21
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Nicolson T. Navigating Hereditary Hearing Loss: Pathology of the Inner Ear. Front Cell Neurosci 2021; 15:660812. [PMID: 34093131 PMCID: PMC8172992 DOI: 10.3389/fncel.2021.660812] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 04/26/2021] [Indexed: 11/13/2022] Open
Abstract
Inherited forms of deafness account for a sizable portion of hearing loss among children and adult populations. Many patients with sensorineural deficits have pathological manifestations in the peripheral auditory system, the inner ear. Within the hearing organ, the cochlea, most of the genetic forms of hearing loss involve defects in sensory detection and to some extent, signaling to the brain via the auditory cranial nerve. This review focuses on peripheral forms of hereditary hearing loss and how these impairments can be studied in diverse animal models or patient-derived cells with the ultimate goal of using the knowledge gained to understand the underlying biology and treat hearing loss.
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Affiliation(s)
- Teresa Nicolson
- Department of Otolaryngology, Stanford University, Stanford, CA, United States
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22
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Penttilä PA, Van Gassen S, Panovska D, Vanderbeke L, Van Herck Y, Quintelier K, Emmaneel A, Filtjens J, Malengier-Devlies B, Ahmadzadeh K, Van Mol P, Borràs DM, Antoranz A, Bosisio FM, Wauters E, Martinod K, Matthys P, Saeys Y, Garg AD, Wauters J, De Smet F. High dimensional profiling identifies specific immune types along the recovery trajectories of critically ill COVID19 patients. Cell Mol Life Sci 2021; 78:3987-4002. [PMID: 33715015 PMCID: PMC7955698 DOI: 10.1007/s00018-021-03808-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/27/2021] [Accepted: 03/03/2021] [Indexed: 12/26/2022]
Abstract
The COVID-19 pandemic poses a major burden on healthcare and economic systems across the globe. Even though a majority of the population develops only minor symptoms upon SARS-CoV-2 infection, a significant number are hospitalized at intensive care units (ICU) requiring critical care. While insights into the early stages of the disease are rapidly expanding, the dynamic immunological processes occurring in critically ill patients throughout their recovery at ICU are far less understood. Here, we have analysed whole blood samples serially collected from 40 surviving COVID-19 patients throughout their recovery in ICU using high-dimensional cytometry by time-of-flight (CyTOF) and cytokine multiplexing. Based on the neutrophil-to-lymphocyte ratio (NLR), we defined four sequential immunotypes during recovery that correlated to various clinical parameters, including the level of respiratory support at concomitant sampling times. We identified classical monocytes as the first immune cell type to recover by restoration of HLA-DR-positivity and the reduction of immunosuppressive CD163 + monocytes, followed by the recovery of CD8 + and CD4 + T cell and non-classical monocyte populations. The identified immunotypes also correlated to aberrant cytokine and acute-phase reactant levels. Finally, integrative analysis of cytokines and immune cell profiles showed a shift from an initially dysregulated immune response to a more coordinated immunogenic interplay, highlighting the importance of longitudinal sampling to understand the pathophysiology underlying recovery from severe COVID-19.
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Affiliation(s)
- P A Penttilä
- KU Leuven Flow and Mass Cytometry Facility, KU Leuven, Leuven, Belgium
| | - S Van Gassen
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium
| | - D Panovska
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - L Vanderbeke
- Laboratory of Clinical Bacteriology and Mycology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Y Van Herck
- Laboratory of Experimental Oncology, Department of Oncology,, KU Leuven, Leuven, Belgium
| | - K Quintelier
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium
| | - A Emmaneel
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium
| | - J Filtjens
- Laboratory of Immunobiology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - B Malengier-Devlies
- Laboratory of Immunobiology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - K Ahmadzadeh
- Laboratory of Immunobiology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - P Van Mol
- Laboratory of Translational Genetics, Department of Human Genetics, VIB-KU Leuven, Leuven, Belgium
| | - D M Borràs
- Laboratory for Cell Stress and Immunity (CSI), Department of Cellular and Molecular Medicine (CMM), KU Leuven, Leuven, Belgium
| | - A Antoranz
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - F M Bosisio
- Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - E Wauters
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - K Martinod
- Center for Molecular and Vascular Biology, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - P Matthys
- Laboratory of Immunobiology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Y Saeys
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium
| | - A D Garg
- Laboratory for Cell Stress and Immunity (CSI), Department of Cellular and Molecular Medicine (CMM), KU Leuven, Leuven, Belgium
| | - J Wauters
- Laboratory for Clinical Infectious and Inflammatory Disorders, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - F De Smet
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium.
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