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Botezatu A, Vladoiu S, Fudulu A, Albulescu A, Plesa A, Muresan A, Stancu C, Iancu IV, Diaconu CC, Velicu A, Popa OM, Badiu C, Dinu-Draganescu D. Advanced molecular approaches in male infertility diagnosis†. Biol Reprod 2022; 107:684-704. [PMID: 35594455 DOI: 10.1093/biolre/ioac105] [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: 12/30/2021] [Revised: 04/29/2022] [Accepted: 05/11/2022] [Indexed: 11/13/2022] Open
Abstract
In the recent years a special attention has been given to a major health concern namely to male infertility, defined as the inability to conceive after 12 months of regular unprotected sexual intercourse, taken into account the statistics that highlight that sperm counts have dropped by 50-60% in recent decades. According to the WHO, infertility affects approximately 9% of couples globally, and the male factor is believed to be present in roughly 50% of cases, with exclusive responsibility in 30%. The aim of this article is to present an evidence-based approach for diagnosing male infertility that includes finding new solutions for diagnosis and critical outcomes, retrieving up-to-date studies and existing guidelines. The diverse factors that induce male infertility generated in a vast amount of data that needed to be analyzed by a clinician before a decision could be made for each individual. Modern medicine faces numerous obstacles as a result of the massive amount of data generated by the molecular biology discipline. To address complex clinical problems, vast data must be collected, analyzed, and used, which can be very challenging. The use of artificial intelligence (AI) methods to create a decision support system can help predict the diagnosis and guide treatment for infertile men, based on analysis of different data as environmental and lifestyle, clinical (sperm count, morphology, hormone testing, karyotype, etc.), and "omics" bigdata. Ultimately, the development of AI algorithms will assist clinicians in formulating diagnosis, making treatment decisions, and predicting outcomes for assisted reproduction techniques.
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Affiliation(s)
- A Botezatu
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
| | - S Vladoiu
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
| | - A Fudulu
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
| | - A Albulescu
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
- Pharmacology Department, National Institute for Chemical Pharmaceutical Research & Development, Bucharest, Romania
| | - A Plesa
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
| | - A Muresan
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
| | - C Stancu
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
| | - I V Iancu
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
| | - C C Diaconu
- Molecular Virology Department, "Stefan S. Nicolau" Institute of Virology, Bucharest, Romania
| | - A Velicu
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
| | - O M Popa
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
| | - C Badiu
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
- Endocrinology Department, "Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania
| | - D Dinu-Draganescu
- Research Laboratory in Molecular, Cellular and Structural Endocrinology, "CI Parhon" National Institute of Endocrinology, Bucharest, Romania
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Oleari R, Massa V, Cariboni A, Lettieri A. The Differential Roles for Neurodevelopmental and Neuroendocrine Genes in Shaping GnRH Neuron Physiology and Deficiency. Int J Mol Sci 2021; 22:9425. [PMID: 34502334 PMCID: PMC8431607 DOI: 10.3390/ijms22179425] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 08/27/2021] [Accepted: 08/28/2021] [Indexed: 01/19/2023] Open
Abstract
Gonadotropin releasing hormone (GnRH) neurons are hypothalamic neuroendocrine cells that control sexual reproduction. During embryonic development, GnRH neurons migrate from the nose to the hypothalamus, where they receive inputs from several afferent neurons, following the axonal scaffold patterned by nasal nerves. Each step of GnRH neuron development depends on the orchestrated action of several molecules exerting specific biological functions. Mutations in genes encoding for these essential molecules may cause Congenital Hypogonadotropic Hypogonadism (CHH), a rare disorder characterized by GnRH deficiency, delayed puberty and infertility. Depending on their action in the GnRH neuronal system, CHH causative genes can be divided into neurodevelopmental and neuroendocrine genes. The CHH genetic complexity, combined with multiple inheritance patterns, results in an extreme phenotypic variability of CHH patients. In this review, we aim at providing a comprehensive and updated description of the genes thus far associated with CHH, by dissecting their biological relevance in the GnRH system and their functional relevance underlying CHH pathogenesis.
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Affiliation(s)
- Roberto Oleari
- Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milano, Italy;
| | - Valentina Massa
- Department of Health Sciences, University of Milan, 20142 Milano, Italy;
- CRC Aldo Ravelli for Neurotechnology and Experimental Brain Therapeutics, Department of Health Sciences, University of Milan, 20142 Milano, Italy
| | - Anna Cariboni
- Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milano, Italy;
| | - Antonella Lettieri
- Department of Health Sciences, University of Milan, 20142 Milano, Italy;
- CRC Aldo Ravelli for Neurotechnology and Experimental Brain Therapeutics, Department of Health Sciences, University of Milan, 20142 Milano, Italy
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Кокорева КД, Чугунов ИС, Безлепкина ОБ. [Molecular genetics and phenotypic features of congenital isolated hypogonadotropic hypogonadism]. PROBLEMY ENDOKRINOLOGII 2021; 67:46-56. [PMID: 34533013 PMCID: PMC9112933 DOI: 10.14341/probl12787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022]
Abstract
Congenital isolated hypogonadotropic hypogonadism includes a group of diseases related to the defects of secretion and action of gonadotropin-releasing hormone (GNRH) and gonadotropins. In a half of cases congenital hypogonadism is associated with an impaired sense of smell. It's named Kallmann syndrome. Now 40 genes are known to be associated with function of hypothalamus pituitary gland and gonads. Phenotypic features of hypogonadism and therapy effectiveness are related to different molecular defects. However clinical signs may vary even within the same family with the same molecular genetic defect. Genotype phenotype correlation in patients with congenital malformations prioritizes the search for mutations in candidate genes. There are data of significant contribution of oligogenicity into the phenotype of the disease are presented in the review. Moreover, an issue of current isolated hypogonadotropic hypogonadism definition and classification revision is raised in the review due to hypogonadotropic hypogonadism development while there are mutations in genes not associated with GNRH neurons secretion and function.
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Affiliation(s)
- К. Д. Кокорева
- Национальный медицинский исследовательский центр эндокринологии
| | - И. С. Чугунов
- Национальный медицинский исследовательский центр эндокринологии
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Cariboni A, Balasubramanian R. Kallmann syndrome and idiopathic hypogonadotropic hypogonadism: The role of semaphorin signaling on GnRH neurons. HANDBOOK OF CLINICAL NEUROLOGY 2021; 182:307-315. [PMID: 34266601 DOI: 10.1016/b978-0-12-819973-2.00022-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Idiopathic hypogonadotropic hypogonadism and Kallmann syndrome are rare genetic disorders characterized by isolated gonadotropin-releasing hormone (GnRH) deficiency (IGD) and delayed or absent puberty. Defective GnRH neuron migration during development or secretion of mature GnRH neurons secondary to molecular defects in several key developmental and neuroendocrine pathways are thought to be the primary causes of these disorders. Recent studies have highlighted the importance of semaphorins and their receptors in this system, by showing that these molecules play distinct roles during the development and plasticity of these neurons. Accordingly, mutations in the semaphoring-signaling pathway genes have been found in patients affected by IGD, underlying the importance of semaphorin-mediated signaling pathways in the neuroendocrine axis that control reproduction.
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Affiliation(s)
- Anna Cariboni
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy.
| | - Ravikumar Balasubramanian
- Reproductive Endocrine Unit of the Department of Medicine, Massachusetts General Hospital & Harvard Medical School, Boston, MA, United States
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Souza APB, Lopes TN, da Silva AFT, Santi L, Beys-da-Silva WO, Yates JR, Bustamante-Filho IC. Changes in porcine cauda epididymal fluid proteome by disrupting the HPT axis: Unveiling potential mechanisms of male infertility. Mol Reprod Dev 2020; 87:952-965. [PMID: 32749760 DOI: 10.1002/mrd.23408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 02/23/2020] [Accepted: 07/16/2020] [Indexed: 12/14/2022]
Abstract
Male infertility or subfertility is frequently associated with disruption of the hypothalamic-pituitary-testis axis events, like secondary hypogonadism. However, little is known how this condition affects the proteomic composition of the epididymal fluid. In the present study, we evaluated the proteomic changes in the cauda epididymal fluid (CEF) in a swine model of secondary hypogonadism induced by anti-GnRH immunization using multidimensional protein identification technology. Seven hundred and eighteen proteins were identified in both GnRH-immunized and control groups. GnRH immunization doubled the number of proteins in the CEF, with 417 proteins being found exclusively in samples from GnRH-immunized boars. CEF from GnRH-immunized boars presented an increase in the number of proteins related to cellular and metabolic processes, with affinity to organic cyclic compounds, small molecules, and heterocyclic compounds, as well changed the enzymatic profile of the CEF. Also, a significant increase in the number of proteins associated to the ubiquitin-proteasome system was identified in CEF from GnRH-immunized animals. These results bring strong evidence of the impact of secondary hypogonadism on the epididymal environment, which is responsible for sperm maturation and storage prior ejaculation. Finally, the differently expressed proteins in the CEF are putative seminal biomarkers for testicular and epididymal disorders caused by secondary hypogonadism.
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Affiliation(s)
- Ana P B Souza
- Laboratório de Biotecnologia, Universidade do Vale do Taquari-Univates, Lajeado, Rio Grande do Sul, Brazil
| | - Tayná N Lopes
- Laboratório de Biotecnologia, Universidade do Vale do Taquari-Univates, Lajeado, Rio Grande do Sul, Brazil
| | - Anna F T da Silva
- Laboratório de Biotecnologia, Universidade do Vale do Taquari-Univates, Lajeado, Rio Grande do Sul, Brazil
| | - Lucélia Santi
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Walter O Beys-da-Silva
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - John R Yates
- Department of Molecular Medicine, Scripps Research, La Jolla, California
| | - Ivan C Bustamante-Filho
- Laboratório de Biotecnologia, Universidade do Vale do Taquari-Univates, Lajeado, Rio Grande do Sul, Brazil
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Oleari R, Lettieri A, Paganoni A, Zanieri L, Cariboni A. Semaphorin Signaling in GnRH Neurons: From Development to Disease. Neuroendocrinology 2019; 109:193-199. [PMID: 30504719 DOI: 10.1159/000495916] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 12/02/2018] [Indexed: 11/19/2022]
Abstract
In mammals, fertility critically depends on the pulsatile secretion of gonadotropin-releasing hormone (GnRH) by scattered hypothalamic neurons (GnRH neurons). During development, GnRH neurons originate in the nasal placode and migrate first into the nasal compartment and then through the nasal/forebrain junction, before they reach their final position in the hypothalamus. This neurodevelopmental process, which has been extensively studied in mouse models, is regulated by a plethora of factors that might control GnRH neuron migration or survival as well as the fasciculation/targeting of the olfactory/vomeronasal axons along which the GnRH neurons migrate. Defects in GnRH neuron development or release can lead to isolated GnRH deficiency, with the underlying genetic causes still being partially unknown. Recently, semaphorins and their receptors neuropilins and plexins, a large family of molecules implicated in neuronal development and plasticity, are emerging as key regulators of GnRH neuron biology and deficiency. Specifically, semaphorins have been shown to play different roles in GnRH neuron biology by regulating migration and survival during embryonic development as well as secretion in adulthood.
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Affiliation(s)
- Roberto Oleari
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Antonella Lettieri
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Alyssa Paganoni
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Luca Zanieri
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Anna Cariboni
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy,
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Bashamboo A, McElreavey K. Mechanism of Sex Determination in Humans: Insights from Disorders of Sex Development. Sex Dev 2016; 10:313-325. [DOI: 10.1159/000452637] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2016] [Indexed: 12/13/2022] Open
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Fiorio P, Rosaia De Santis L, Cuoco C, Gimelli G, Gastaldi R, Bonatti F, Ravazzolo R, Bocciardi R. Hypogonadotropic hypogonadism in a trisomy X carrier: phenotype description and genotype correlation. Gynecol Endocrinol 2016; 32:14-7. [PMID: 26572316 DOI: 10.3109/09513590.2015.1106472] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We report on a 31-year old female who presented at genetic counseling for a small uterus, secondary amenorrhea and sterility. Gonadotropic hormone levels were low, suggesting a Hypogonadotropic Hypogonadism (HH) condition. Cytogenetic analysis demonstrated the presence of Trisomy X associated to an interstitial deletion of chromosome 4q13.2, resulting in the complete loss of a copy of the GNRHR gene. As GNRHR is known to be responsible for an autosomal recessive form of HH, we checked the status of the undeleted allele and we found the Q106R substitution. In conclusion, the results of our cytogenetic and molecular analyses have allowed us to clarify the etiology of the patient's condition.
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MESH Headings
- Adult
- Amenorrhea/genetics
- Amenorrhea/metabolism
- Amenorrhea/physiopathology
- Chromosomes, Human, Pair 4/genetics
- Chromosomes, Human, X/genetics
- Chromosomes, Human, X/metabolism
- Female
- Gene Deletion
- Genotype
- Gonadotropins/metabolism
- Humans
- Hypogonadism/genetics
- Hypogonadism/metabolism
- Hypogonadism/physiopathology
- Infertility, Female/genetics
- Infertility, Female/metabolism
- Infertility, Female/physiopathology
- Karyotype
- Phenotype
- Receptors, LHRH/genetics
- Sequence Analysis, DNA
- Sex Chromosome Aberrations
- Sex Chromosome Disorders of Sex Development/genetics
- Sex Chromosome Disorders of Sex Development/metabolism
- Sex Chromosome Disorders of Sex Development/physiopathology
- Trisomy/genetics
- Trisomy/physiopathology
- Uterus/abnormalities
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Affiliation(s)
- Patrizia Fiorio
- a UOS Laboratorio di Citogenetica, Istituto Giannina Gaslini , Genova , Italy
| | | | - Cristina Cuoco
- a UOS Laboratorio di Citogenetica, Istituto Giannina Gaslini , Genova , Italy
| | - Giorgio Gimelli
- a UOS Laboratorio di Citogenetica, Istituto Giannina Gaslini , Genova , Italy
| | - Roberto Gastaldi
- c UOC Clinica Pediatrica, Istituto Giannina Gaslini , Genova , Italy
| | - Fabrizia Bonatti
- b UOSD Genetica Medica, PO S. Andrea ASL5 Spezzino , La Spezia , Italy
| | - Roberto Ravazzolo
- d UOC Genetica Medica, Istituto Giannina Gaslini , Genova , Italy , and
- e DiNOGMI Università degli Studi di Genova and CEBR , Genova , Italy
| | - Renata Bocciardi
- d UOC Genetica Medica, Istituto Giannina Gaslini , Genova , Italy , and
- e DiNOGMI Università degli Studi di Genova and CEBR , Genova , Italy
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