1
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Shapiro AJ, Wu EY, Morris-Rosendahl DJ, Olivier KN, Dell SD, Sagel SD, Dutmer CM, Mosquera RA, Rose M, O'Connor MG, Ma CA, Uzel G, Vece TJ, Zariwala MA, Knowles MR, Leigh MW, Davis SD, Ferkol TW. Overlapping Clinical Phenotypes in Patients with Primary Ciliary Dyskinesia or Activated Phosphoinositide 3-Kinase Delta Syndrome. J Pediatr 2025; 280:114499. [PMID: 39922272 DOI: 10.1016/j.jpeds.2025.114499] [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: 12/12/2024] [Revised: 01/29/2025] [Accepted: 02/01/2025] [Indexed: 02/10/2025]
Abstract
Primary ciliary dyskinesia and activated phosphoinositide 3-kinase delta syndrome type 1 present similarly, with recurrent respiratory infections and reduced nasal nitric oxide levels. When diagnostic confirmation of primary ciliary dyskinesia with genetic testing and/or ciliary electron microscopy is inconclusive, activated phosphoinositide 3-kinase delta syndrome type 1 and other inborn errors of immunity must be investigated.
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Affiliation(s)
- Adam J Shapiro
- Department of Pediatrics, McGill University Health Centre Research Institute, Montreal, QC, Canada.
| | - Eveline Y Wu
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC
| | - Deborah J Morris-Rosendahl
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust and Imperial College London, NHLI, London, United Kingdom
| | - Kenneth N Olivier
- Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Sharon D Dell
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada; Child Health Evaluative Sciences, SickKids Research Institute, Toronto, ON, Canada
| | - Scott D Sagel
- Department of Pediatrics, University of Colorado, Aurora, CO
| | - Cullen M Dutmer
- Department of Pediatrics, University of Colorado, Aurora, CO
| | - Ricardo A Mosquera
- Department of Pediatrics, University of Texas Health Science Center at Houston, Houston, TX
| | - Markus Rose
- Pediatric Pulmonology and Allergy, Klinikum Stuttgart, Stuttgart, Germany
| | | | - Chi A Ma
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Gulbu Uzel
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Timothy J Vece
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC
| | - Maimoona A Zariwala
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC; Marsico Lung Institute, University of North Carolina, Chapel Hill, NC
| | - Michael R Knowles
- Department of Medicine, University of North Carolina, Chapel Hill, NC; Marsico Lung Institute, University of North Carolina, Chapel Hill, NC
| | - Margaret W Leigh
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC
| | - Stephanie D Davis
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC
| | - Thomas W Ferkol
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC
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2
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Shi S, Tang X, Long S, Yang J, Wang T, Wang H, Hu T, Shi J, Huang G, Qiao S, Lin T. A novel homozygous LRRC6 mutation causes male infertility with asthenozoospermia and primary ciliary dyskinesia in humans. Andrology 2025; 13:459-472. [PMID: 38934611 DOI: 10.1111/andr.13685] [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: 12/07/2023] [Revised: 03/28/2024] [Accepted: 06/02/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Dysfunction of motile cilia, including respiratory cilia and sperm flagella, typically leads to primary ciliary dyskinesia and male infertility or low fertility in humans. Genetic defects of LRRC6 have been associated with primary ciliary dyskinesia and asthenozoospermia due to abnormal ultrastructure of ciliated axonemes. OBJECTIVES To identify novel mutations of the LRRC6 gene related to multiple morphological abnormalities of the sperm flagella and male infertility and investigate the underlying molecular mechanisms involved. MATERIALS AND METHODS The LRRC6 mutations were identified by whole exome sequencing and confirmed with Sanger sequencing. Papanicolaou staining, scanning, and transmission electron microscopy were performed to investigate the morphological and ultrastructural characteristics of spermatozoa. Further tandem mass tagging proteomics analyses were performed to explore the effect of mutations and confirmed by immunostaining and western blotting. Intracytoplasmic sperm injection was applied for the assisted reproductive therapy of males harboring biallelic LRRC6 mutations. RESULTS In this study, we identified a novel homozygous LRRC6 mutation in a consanguineous family, characterized by asthenozoospermia and primary ciliary dyskinesia. Further Semen parameter and morphology analysis demonstrate that the novel LRRC6 mutation leads to a significant reduction in sperm flagella length, a decrease in sperm progressive motility parameters, and abnormalities of sperm ultrastructure. Specifically, the absence of outer dynein arms and inner dynein arms, and incomplete mitochondrial sheath in the flagellar mid-piece were observed by transmission electron microscopy. In addition, tandem mass tagging proteomics analysis revealed that spermatozoa obtained from patients harboring the LRRC6 mutation exhibited a significant decrease in the expression levels of proteins related to the assembly and function of dynein axonemal arms. Functional analysis revealed that this novel LRRC6 mutation disrupted the function of the leucine-rich repeat containing 6 protein, which in turn affects the expression of the dynein arm proteins and leucine-rich repeat containing 6-interacting proteins CCDC40, SPAG1, and ZMYND10. Finally, we reported a successful pregnancy through assisted reproductive technology with intracytoplasmic sperm injection in the female partner of the proband. DISCUSSION AND CONCLUSION This study highlights the identification of a novel homozygous LRRC6 mutation in a consanguineous family and its impact on sperm progressive motility, morphology, and sperm kinetics parameters, which could facilitate the genetic diagnosis of asthenozoospermia and offer valuable perspectives for future genetic counseling endeavors.
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Affiliation(s)
- Shengjia Shi
- Reproductive center, Northwest Women's and Children's Hospital, Xi'an, China
| | - Xiangrong Tang
- Chongqing Key Laboratory of Human Embryo Engineering, Center for Reproductive Medicine, Women and Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Shunhua Long
- Chongqing Key Laboratory of Human Embryo Engineering, Center for Reproductive Medicine, Women and Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Jie Yang
- Reproductive center, Northwest Women's and Children's Hospital, Xi'an, China
| | - Tianwei Wang
- Reproductive center, Northwest Women's and Children's Hospital, Xi'an, China
| | - Hongmei Wang
- Basic Medical College, Shaanxi University of Chinese Medicine, Xianyang, Shaanxi, China
| | - Tingwenyi Hu
- Chongqing Key Laboratory of Human Embryo Engineering, Center for Reproductive Medicine, Women and Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Juanzi Shi
- Reproductive center, Northwest Women's and Children's Hospital, Xi'an, China
| | - Guoning Huang
- Chongqing Key Laboratory of Human Embryo Engineering, Center for Reproductive Medicine, Women and Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Sen Qiao
- Reproductive center, Northwest Women's and Children's Hospital, Xi'an, China
| | - Tingting Lin
- Chongqing Key Laboratory of Human Embryo Engineering, Center for Reproductive Medicine, Women and Children's Hospital of Chongqing Medical University, Chongqing, China
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3
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Beaman MM, Yin W, Smith AJ, Sears PR, Leigh MW, Ferkol TW, Kearney B, Olivier KN, Kimple AJ, Clarke S, Huggins E, Nading E, Jung SH, Iyengar AK, Zou X, Dang H, Barrera A, Majoros WH, Rehder CW, Reddy TE, Ostrowski LE, Allen AS, Knowles MR, Zariwala MA, Crawford GE. Promoter Deletion Leading to Allele Specific Expression in a Genetically Unsolved Case of Primary Ciliary Dyskinesia. Am J Med Genet A 2025; 197:e63880. [PMID: 39364610 PMCID: PMC11698635 DOI: 10.1002/ajmg.a.63880] [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: 04/15/2024] [Revised: 08/16/2024] [Accepted: 09/02/2024] [Indexed: 10/05/2024]
Abstract
Variation in the non-coding genome represents an understudied mechanism of disease and it remains challenging to predict if single nucleotide variants, small insertions and deletions, or structural variants in non-coding genomic regions will be detrimental. Our approach using complementary RNA-seq and targeted long-read DNA sequencing can prioritize identification of non-coding variants that lead to disease via alteration of gene splicing or expression. We have identified a patient with primary ciliary dyskinesia with a pathogenic coding variant on one allele of the SPAG1 gene, while the second allele appears normal by whole exome sequencing despite an autosomal recessive inheritance pattern. RNA sequencing revealed reduced SPAG1 transcript levels and exclusive allele specific expression of the known pathogenic allele, suggesting the presence of a non-coding variant on the second allele that impacts transcription. Targeted long-read DNA sequencing identified a heterozygous 3 kilobase deletion of the 5' untranslated region of SPAG1, overlapping the promoter and first non-coding exon. This non-coding deletion was missed by whole exome sequencing and gene-specific deletion/duplication analysis, highlighting the importance of investigating the non-coding genome in patients with "missing" disease-causing variation. This paradigm demonstrates the utility of both RNA and long-read DNA sequencing in identifying pathogenic non-coding variants in patients with unexplained genetic disease.
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Affiliation(s)
- M. Makenzie Beaman
- Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, NC 27710 USA
- Medical Scientist Training Program, Duke University, Durham, NC 27710 USA
- University Program in Genetics & Genomics, Duke University, Durham, NC 27710 USA
| | - Weining Yin
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Amanda J. Smith
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Patrick R. Sears
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Margaret W. Leigh
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Thomas W. Ferkol
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Brendan Kearney
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - Kenneth N. Olivier
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Adam J. Kimple
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Otolaryngology/Head & Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Shannon Clarke
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - Erin Huggins
- Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, NC 27710 USA
| | - Erica Nading
- Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, NC 27710 USA
| | - Seung-Hye Jung
- Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, NC 27710 USA
| | - Apoorva K. Iyengar
- University Program in Genetics & Genomics, Duke University, Durham, NC 27710 USA
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - Xue Zou
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
- Program in Computational Biology & Bioinformatics, Duke University, Durham, NC 27710 USA
| | - Hong Dang
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Alejandro Barrera
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - William H. Majoros
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | | | - Timothy E. Reddy
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - Lawrence E. Ostrowski
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Andrew S. Allen
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710 USA
- Center for Statistical Genetics and Genomics, Duke University, Durham, NC 27710 USA
| | - Michael R. Knowles
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Maimoona A. Zariwala
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
- These authors contributed equally
| | - Gregory E. Crawford
- Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, NC 27710 USA
- These authors contributed equally
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Mao YQ, Seraphim TV, Wan Y, Wu R, Coyaud E, Bin Munim M, Mollica A, Laurent E, Babu M, Mennella V, Raught B, Houry WA. DPCD is a regulator of R2TP in ciliogenesis initiation through Akt signaling. Cell Rep 2024; 43:113713. [PMID: 38306274 DOI: 10.1016/j.celrep.2024.113713] [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: 02/23/2023] [Revised: 10/31/2023] [Accepted: 01/12/2024] [Indexed: 02/04/2024] Open
Abstract
R2TP is a chaperone complex consisting of the AAA+ ATPases RUVBL1 and RUVBL2, as well as RPAP3 and PIH1D1 proteins. R2TP is responsible for the assembly of macromolecular complexes mainly acting through different adaptors. Using proximity-labeling mass spectrometry, we identified deleted in primary ciliary dyskinesia (DPCD) as an adaptor of R2TP. Here, we demonstrate that R2TP-DPCD influences ciliogenesis initiation through a unique mechanism by interaction with Akt kinase to regulate its phosphorylation levels rather than its stability. We further show that DPCD is a heart-shaped monomeric protein with two domains. A highly conserved region in the cysteine- and histidine-rich domains-containing proteins and SGT1 (CS) domain of DPCD interacts with the RUVBL2 DII domain with high affinity to form a stable R2TP-DPCD complex both in cellulo and in vitro. Considering that DPCD is one among several CS-domain-containing proteins found to associate with RUVBL1/2, we propose that RUVBL1/2 are CS-domain-binding proteins that regulate complex assembly and downstream signaling.
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Affiliation(s)
- Yu-Qian Mao
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada
| | - Thiago V Seraphim
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada; Department of Chemistry and Biochemistry, University of Regina, Regina, SK S4S 0A2, Canada
| | - Yimei Wan
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada
| | - Ruikai Wu
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada
| | - Etienne Coyaud
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Muhammad Bin Munim
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada
| | - Antonio Mollica
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada
| | - Estelle Laurent
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Mohan Babu
- Department of Chemistry and Biochemistry, University of Regina, Regina, SK S4S 0A2, Canada
| | - Vito Mennella
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada; Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; MRC Toxicology Unit, School of Biological Sciences, University of Cambridge, Cambridge CB2 1QR, UK; Department of Pathology, School of Biological Sciences, University of Cambridge, Cambridge CB2 1QP, UK
| | - Brian Raught
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Walid A Houry
- Department of Biochemistry, University of Toronto, Toronto, ON M5G 1M1, Canada; Department of Chemistry, University of Toronto, Toronto, ON M5S 3H6, Canada.
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5
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Lyu Q, Li Q, Zhou J, Zhao H. Formation and function of multiciliated cells. J Cell Biol 2024; 223:e202307150. [PMID: 38032388 PMCID: PMC10689204 DOI: 10.1083/jcb.202307150] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/29/2023] [Accepted: 11/14/2023] [Indexed: 12/01/2023] Open
Abstract
In vertebrates, multiciliated cells (MCCs) are terminally differentiated cells that line the airway tracts, brain ventricles, and reproductive ducts. Each MCC contains dozens to hundreds of motile cilia that beat in a synchronized manner to drive fluid flow across epithelia, the dysfunction of which is associated with a group of human diseases referred to as motile ciliopathies, such as primary cilia dyskinesia. Given the dynamic and complex process of multiciliogenesis, the biological events essential for forming multiple motile cilia are comparatively unelucidated. Thanks to advancements in genetic tools, omics technologies, and structural biology, significant progress has been achieved in the past decade in understanding the molecular mechanism underlying the regulation of multiple motile cilia formation. In this review, we discuss recent studies with ex vivo culture MCC and animal models, summarize current knowledge of multiciliogenesis, and particularly highlight recent advances and their implications.
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Affiliation(s)
- Qian Lyu
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Qingchao Li
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Jun Zhou
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
- State Key Laboratory of Medicinal Chemical Biology, Haihe Laboratory of Cell Ecosystem, College of Life Sciences, Nankai University, Tianjin, China
| | - Huijie Zhao
- Center for Cell Structure and Function, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
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6
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Shapiro AJ, Sillon G, D’Agostino D, Baret L, López-Giráldez F, Mane S, Leigh MW, Davis SD, Knowles MR, Zariwala MA. HYDIN Variants Are a Common Cause of Primary Ciliary Dyskinesia in French Canadians. Ann Am Thorac Soc 2023; 20:140-144. [PMID: 36112114 PMCID: PMC9819264 DOI: 10.1513/annalsats.202203-253rl] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
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7
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Lennon J, zur Lage P, von Kriegsheim A, Jarman AP. Strongly Truncated Dnaaf4 Plays a Conserved Role in Drosophila Ciliary Dynein Assembly as Part of an R2TP-Like Co-Chaperone Complex With Dnaaf6. Front Genet 2022; 13:943197. [PMID: 35873488 PMCID: PMC9298768 DOI: 10.3389/fgene.2022.943197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 06/16/2022] [Indexed: 11/15/2022] Open
Abstract
Axonemal dynein motors are large multi-subunit complexes that drive ciliary movement. Cytoplasmic assembly of these motor complexes involves several co-chaperones, some of which are related to the R2TP co-chaperone complex. Mutations of these genes in humans cause the motile ciliopathy, Primary Ciliary Dyskinesia (PCD), but their different roles are not completely known. Two such dynein (axonemal) assembly factors (DNAAFs) that are thought to function together in an R2TP-like complex are DNAAF4 (DYX1C1) and DNAAF6 (PIH1D3). Here we investigate the Drosophila homologues, CG14921/Dnaaf4 and CG5048/Dnaaf6. Surprisingly, Drosophila Dnaaf4 is truncated such that it completely lacks a TPR domain, which in human DNAAF4 is likely required to recruit HSP90. Despite this, we provide evidence that Drosophila Dnaaf4 and Dnaaf6 proteins can associate in an R2TP-like complex that has a conserved role in dynein assembly. Both are specifically expressed and required during the development of the two Drosophila cell types with motile cilia: mechanosensory chordotonal neurons and sperm. Flies that lack Dnaaf4 or Dnaaf6 genes are viable but with impaired chordotonal neuron function and lack motile sperm. We provide molecular evidence that Dnaaf4 and Dnaaf6 are required for assembly of outer dynein arms (ODAs) and a subset of inner dynein arms (IDAs).
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Affiliation(s)
- Jennifer Lennon
- Centre for Discovery Brain Sciences, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Petra zur Lage
- Centre for Discovery Brain Sciences, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Alex von Kriegsheim
- Edinburgh Cancer Research UK Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Andrew P. Jarman
- Centre for Discovery Brain Sciences, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
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