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Davis KN, Qu PP, Ma S, Lin L, Plastini M, Dahl N, Plazzi G, Pizza F, O’Hara R, Wong WH, Hallmayer J, Mignot E, Zhang X, Urban AE. Mutations in human DNA methyltransferase DNMT1 induce specific genome-wide epigenomic and transcriptomic changes in neurodevelopment. Hum Mol Genet 2023; 32:3105-3120. [PMID: 37584462 PMCID: PMC10586194 DOI: 10.1093/hmg/ddad123] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 06/23/2023] [Accepted: 07/05/2023] [Indexed: 08/17/2023] Open
Abstract
DNA methyltransferase type 1 (DNMT1) is a major enzyme involved in maintaining the methylation pattern after DNA replication. Mutations in DNMT1 have been associated with autosomal dominant cerebellar ataxia, deafness and narcolepsy (ADCA-DN). We used fibroblasts, induced pluripotent stem cells (iPSCs) and induced neurons (iNs) generated from patients with ADCA-DN and controls, to explore the epigenomic and transcriptomic effects of mutations in DNMT1. We show cell type-specific changes in gene expression and DNA methylation patterns. DNA methylation and gene expression changes were negatively correlated in iPSCs and iNs. In addition, we identified a group of genes associated with clinical phenotypes of ADCA-DN, including PDGFB and PRDM8 for cerebellar ataxia, psychosis and dementia and NR2F1 for deafness and optic atrophy. Furthermore, ZFP57, which is required to maintain gene imprinting through DNA methylation during early development, was hypomethylated in promoters and exhibited upregulated expression in patients with ADCA-DN in both iPSC and iNs. Our results provide insight into the functions of DNMT1 and the molecular changes associated with ADCA-DN, with potential implications for genes associated with related phenotypes.
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Affiliation(s)
- Kasey N Davis
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Department of Genetics, Stanford University School of Medicine, Palo Alto CA 94304, USA
| | - Ping-Ping Qu
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Department of Genetics, Stanford University School of Medicine, Palo Alto CA 94304, USA
| | - Shining Ma
- Department of Statistics, Stanford University, Stanford, CA 94305, USA
| | - Ling Lin
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Center for Narcolepsy, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Melanie Plastini
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Department of Genetics, Stanford University School of Medicine, Palo Alto CA 94304, USA
| | - Niklas Dahl
- Department of Immunology, Genetics and Pathology Sciences for Life Laboratory, Uppsala University BMC, Uppsala 75122, Sweden
| | - Giuseppe Plazzi
- IRCCS—Istituto delle Scienze Neurologiche di Bologna, Bologna 40139, Italy
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena 41125, Italy
| | - Fabio Pizza
- IRCCS—Istituto delle Scienze Neurologiche di Bologna, Bologna 40139, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna 40126, Italy
| | - Ruth O’Hara
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Wing Hung Wong
- Department of Statistics, Stanford University, Stanford, CA 94305, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Joachim Hallmayer
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Emmanuel Mignot
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Center for Narcolepsy, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Xianglong Zhang
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Department of Genetics, Stanford University School of Medicine, Palo Alto CA 94304, USA
| | - Alexander E Urban
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA
- Department of Genetics, Stanford University School of Medicine, Palo Alto CA 94304, USA
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Polymorphism of 16s rRNA Gene: Any Effect on the Biomolecular Quantitation of the Honey Bee (Apis mellifera L., 1758) Pathogen Nosema ceranae? APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12010422] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The microsporidian Nosema ceranae is a severe threat to the western honey bee Apis mellifera, as it is responsible for nosemosis type C, which leads the colonies to dwindle and collapse. Infection quantification is essential to clinical and research aims. Assessment is made often with molecular assays based on rRNA genes, which are present in the N. ceranae genome as multiple and polymorphic copies. This study aims to compare two different methods of Real-Time PCR (qPCR), respectively relying on the 16S rRNA and Hsp70 genes, the first of which is described as a multiple and polymorphic gene. Young worker bees, hatched in the laboratory and artificially inoculated with N. ceranae spores, were incubated at 33 °C and subject to different treatment regimens. Samples were taken post-infection and analyzed with both qPCR methods. Compared to Hsp70, the 16S rRNA method systematically detected higher abundance. Straightforward conversion between the two methods is made impossible by erratic 16s rRNA/Hsp70 ratios. The 16s rRNA polymorphism showed an increase around the inoculated dose, where a higher prevalence of ungerminated spores was expected due to the treatment effects. The possible genetic background of that irregular distribution is discussed in detail. The polymorphic nature of 16S rRNA showed to be a limit in the infection quantification. More reliably, the N. ceranae abundance can be assessed in honey bee samples with methods based on the single-copy gene Hsp70.
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Cilia G, Garrido C, Bonetto M, Tesoriero D, Nanetti A. Effect of Api-Bioxal ® and ApiHerb ® Treatments against Nosema ceranae Infection in Apis mellifera Investigated by Two qPCR Methods. Vet Sci 2020; 7:vetsci7030125. [PMID: 32899611 PMCID: PMC7558000 DOI: 10.3390/vetsci7030125] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/27/2020] [Accepted: 09/02/2020] [Indexed: 12/28/2022] Open
Abstract
Nosema ceranae is a worldwide distributed midgut parasite of western honey bees, leading to dwindling colonies and their collapse. As a treatment, only fumagillin is available, causing issues like resistance and hampered bee physiology. This study aimed to evaluate ApiHerb® and Api-Bioxal® as treatments against N. ceranae. The efficacy was tested using two qPCR methods based on the 16S rRNA and Hsp70 genes. In addition, these methods were compared for their aptitude for the quantification of the infection. For this, 19 colonies were selected based on the presence of N. ceranae infections. The colonies were divided into three groups: treated with ApiHerb, Api-Bioxal with previous queen caging and an untreated control. All colonies were sampled pre- and post-treatment. The bees were analyzed individually and in duplicate with both qPCR methods. All bees in the pre-treatment tested positive for N. ceranae. Both treatments reduced the abundance of N. ceranae, but ApiHerb also decreased the prevalence of infected bees. Analysis with the 16S rRNA method resulted in several orders of magnitude more copies than analysis with the Hsp70 method. We conclude that both products are suitable candidates for N. ceranae treatment. From our analysis, the qPCR method based on the Hsp70 gene results as more apt for the exact quantification of N. ceranae as is needed for the development of veterinary medicinal products.
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Affiliation(s)
- Giovanni Cilia
- Department of Veterinary Sciences, University of Pisa, Viale delle Piagge 2, 56124 Pisa, Italy;
- CREA Research Centre for Agriculture and Environment, Via di Saliceto 80, 40128 Bologna, Italy; (M.B.); (D.T.); (A.N.)
| | - Claudia Garrido
- BeeSafe-Bee Health Consulting for Veterinary Medicine and Agriculture, 59071 Hamm, Germany
- Correspondence:
| | - Martina Bonetto
- CREA Research Centre for Agriculture and Environment, Via di Saliceto 80, 40128 Bologna, Italy; (M.B.); (D.T.); (A.N.)
| | - Donato Tesoriero
- CREA Research Centre for Agriculture and Environment, Via di Saliceto 80, 40128 Bologna, Italy; (M.B.); (D.T.); (A.N.)
| | - Antonio Nanetti
- CREA Research Centre for Agriculture and Environment, Via di Saliceto 80, 40128 Bologna, Italy; (M.B.); (D.T.); (A.N.)
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Wang Y, Ma Y, Wang D, Liu W, Chen J, Jiang Y, Yang R, Qin L. Polar tube structure and three polar tube proteins identified from Nosema pernyi. J Invertebr Pathol 2019; 168:107272. [DOI: 10.1016/j.jip.2019.107272] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Revised: 10/19/2019] [Accepted: 10/23/2019] [Indexed: 12/11/2022]
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Nosema ceranae infection in honeybee samples from Tuscanian Archipelago (Central Italy) investigated by two qPCR methods. Saudi J Biol Sci 2018; 26:1553-1556. [PMID: 31762625 PMCID: PMC6864192 DOI: 10.1016/j.sjbs.2018.11.017] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 11/07/2018] [Accepted: 11/25/2018] [Indexed: 01/25/2023] Open
Abstract
Nosema apis and Nosema ceranae are microsporidian parasite worldwide spread causing an emerging infectious disease of European honeybee Apis mellifera. The Nosema presence was deeply investigated in several countries but low information are presents about islands. In this investigation was evaluated the presence N. ceranae and N. apis in apiaries located in Tuscanian Archipelago islands (Central Italy). For N. ceranae detection, two different Real-Time PCR (qPCR) methods, the 16S rRNA and Hsp70 gene amplification qPCR, were performed on honey bee samples; while, for N. apis only the 16S rRNA qPCR amplification was performed. On all islands, only N. ceranae was present, while N. apis was not found in the samples. The two qPCR showed significant difference (p < 0.040) in N. ceranae spores quantification. The single-copy Hsp70 gene method qPCR assay systematically detected a lower amount of N. ceranae copies compared to the multi-copy 16S rRNA gene method.
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Cilia G, Cabbri R, Maiorana G, Cardaio I, Dall'Olio R, Nanetti A. A novel TaqMan ® assay for Nosema ceranae quantification in honey bee, based on the protein coding gene Hsp70. Eur J Protistol 2018; 63:44-50. [PMID: 29459253 DOI: 10.1016/j.ejop.2018.01.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 02/03/2023]
Abstract
Nosema ceranae is now a widespread honey bee pathogen with high incidence in apiculture. Rapid and reliable detection and quantification methods are a matter of concern for research community, nowadays mainly relying on the use of biomolecular techniques such as PCR, RT-PCR or HRMA. The aim of this technical paper is to provide a new qPCR assay, based on the highly-conserved protein coding gene Hsp70, to detect and quantify the microsporidian Nosema ceranae affecting the western honey bee Apis mellifera. The validation steps to assess efficiency, sensitivity, specificity and robustness of the assay are described also.
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Affiliation(s)
- Giovanni Cilia
- Consiglio per la Ricerca in agricoltura e l'Analisi dell'economia agraria, Centro di Ricerca Agricoltura e Ambiente, Via di Saliceto 80, 40128 Bologna, Italy.
| | - Riccardo Cabbri
- Consiglio per la Ricerca in agricoltura e l'Analisi dell'economia agraria, Centro di Ricerca Agricoltura e Ambiente, Via di Saliceto 80, 40128 Bologna, Italy; Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di sopra 50, Ozzano del'Emilia, Bologna, Italy
| | - Giacomo Maiorana
- Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di sopra 50, Ozzano del'Emilia, Bologna, Italy
| | - Ilaria Cardaio
- Consiglio per la Ricerca in agricoltura e l'Analisi dell'economia agraria, Centro di Ricerca Agricoltura e Ambiente, Via di Saliceto 80, 40128 Bologna, Italy
| | - Raffaele Dall'Olio
- Consiglio per la Ricerca in agricoltura e l'Analisi dell'economia agraria, Centro di Ricerca Agricoltura e Ambiente, Via di Saliceto 80, 40128 Bologna, Italy
| | - Antonio Nanetti
- Consiglio per la Ricerca in agricoltura e l'Analisi dell'economia agraria, Centro di Ricerca Agricoltura e Ambiente, Via di Saliceto 80, 40128 Bologna, Italy
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