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Malgorn C, Becher F, Bruyat P, Fruchart-Gaillard C, Beau F, Bregant S, Devel L. A New Affinity-Based Probe to Profile MMP Active Forms. Methods Mol Biol 2024; 2747:29-39. [PMID: 38038929 DOI: 10.1007/978-1-0716-3589-6_3] [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] [Indexed: 12/02/2023]
Abstract
A new generation of affinity-based probes (AfBPs) has been developed to label and identity matrix metalloproteinases (MMPs) under their active form in complex proteomes. First, the probe reacts with an active MMP through a proximity-driven reaction that does not require any external trigger. Following this affinity-labeling step, a streptavidin-based enrichment of the resulting biotin-tagged MMP is carried out. Finally, after on-beads proteolytic digestion by trypsin, MMP signature peptides are analyzed and identified by mass spectrometry. Such a "photoactivation-free" labeling can be applied to the detection of several MMPs in a wide variety of biological systems, including in vivo conditions.
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Affiliation(s)
- Carole Malgorn
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - François Becher
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Gif-sur-Yvette, France
| | - Pierrick Bruyat
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Carole Fruchart-Gaillard
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Fabrice Beau
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Sarah Bregant
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Laurent Devel
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France.
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de Almeida LGN, Thode H, Eslambolchi Y, Chopra S, Young D, Gill S, Devel L, Dufour A. Matrix Metalloproteinases: From Molecular Mechanisms to Physiology, Pathophysiology, and Pharmacology. Pharmacol Rev 2022; 74:712-768. [PMID: 35738680 DOI: 10.1124/pharmrev.121.000349] [Citation(s) in RCA: 96] [Impact Index Per Article: 48.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The first matrix metalloproteinase (MMP) was discovered in 1962 from the tail of a tadpole by its ability to degrade collagen. As their name suggests, matrix metalloproteinases are proteases capable of remodeling the extracellular matrix. More recently, MMPs have been demonstrated to play numerous additional biologic roles in cell signaling, immune regulation, and transcriptional control, all of which are unrelated to the degradation of the extracellular matrix. In this review, we will present milestones and major discoveries of MMP research, including various clinical trials for the use of MMP inhibitors. We will discuss the reasons behind the failures of most MMP inhibitors for the treatment of cancer and inflammatory diseases. There are still misconceptions about the pathophysiological roles of MMPs and the best strategies to inhibit their detrimental functions. This review aims to discuss MMPs in preclinical models and human pathologies. We will discuss new biochemical tools to track their proteolytic activity in vivo and ex vivo, in addition to future pharmacological alternatives to inhibit their detrimental functions in diseases. SIGNIFICANCE STATEMENT: Matrix metalloproteinases (MMPs) have been implicated in most inflammatory, autoimmune, cancers, and pathogen-mediated diseases. Initially overlooked, MMP contributions can be both beneficial and detrimental in disease progression and resolution. Thousands of MMP substrates have been suggested, and a few hundred have been validated. After more than 60 years of MMP research, there remain intriguing enigmas to solve regarding their biological functions in diseases.
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Affiliation(s)
- Luiz G N de Almeida
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Hayley Thode
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Yekta Eslambolchi
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Sameeksha Chopra
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Daniel Young
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Sean Gill
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Laurent Devel
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
| | - Antoine Dufour
- Departments of Physiology and Pharmacology and Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada (L.G.N.d.A., Y.E., S.C., D.Y., A.D.); Department of Physiology and Pharmacology, University of Western Ontario, London, Canada (S.G., H.T.); and Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Santé, Gif-sur-Yvette, France (L.D.)
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Kaminska M, Bruyat P, Malgorn C, Doladilhe M, Cassar‐Lajeunesse E, Fruchart Gaillard C, De Souza M, Beau F, Thai R, Correia I, Galat A, Georgiadis D, Lequin O, Dive V, Bregant S, Devel L. Ligand‐Directed Modification of Active Matrix Metalloproteases: Activity‐based Probes with no Photolabile Group. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202106117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Monika Kaminska
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Pierrick Bruyat
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Carole Malgorn
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Marion Doladilhe
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Evelyne Cassar‐Lajeunesse
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Carole Fruchart Gaillard
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Mélissa De Souza
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Fabrice Beau
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Robert Thai
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Isabelle Correia
- CNRS, Laboratoire des Biomolécules, LBM Sorbonne Université Ecole Normale Supérieure PSL University 75005 Paris France
| | - Andrzej Galat
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Dimitris Georgiadis
- Department of Chemistry Laboratory of Organic Chemistry University of Athens Panepistimiopolis Zografou 15771 Athens Greece
| | - Olivier Lequin
- CNRS, Laboratoire des Biomolécules, LBM Sorbonne Université Ecole Normale Supérieure PSL University 75005 Paris France
| | - Vincent Dive
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Sarah Bregant
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
| | - Laurent Devel
- Université Paris-Saclay CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS 91191 Gif-sur-Yvette France
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4
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Kaminska M, Bruyat P, Malgorn C, Doladilhe M, Cassar-Lajeunesse E, Fruchart Gaillard C, De Souza M, Beau F, Thai R, Correia I, Galat A, Georgiadis D, Lequin O, Dive V, Bregant S, Devel L. Ligand-Directed Modification of Active Matrix Metalloproteases: Activity-based Probes with no Photolabile Group. Angew Chem Int Ed Engl 2021; 60:18272-18279. [PMID: 34096148 DOI: 10.1002/anie.202106117] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Indexed: 12/12/2022]
Abstract
Activity-based probes enable discrimination between the active enzyme and its inactive or inactivated counterparts. Since metalloproteases catalysis is non-covalent, activity-based probes targeting them have been systematically developed by decorating reversible inhibitors with photo-crosslinkers. By exploiting two types of ligand-guided chemistry, we identified novel activity-based probes capable of covalently modifying the active site of matrix metalloproteases (MMPs) without any external trigger. The ability of these probes to label recombinant MMPs was validated in vitro and the identity of the main labelling sites within their S3 ' region unambiguously assigned. We also demonstrated that our affinity probes can react with rhMMP12 at nanogram scale (that is, at 0.07 % (w/w)) in complex proteomes. Finally, this ligand-directed chemistry was successfully applied to label active MMP-12 secreted by eukaryote cells. We believe that this approach could be transferred more widely to many other metalloproteases, thus contributing to tackle their unresolved proteomic profiling in vivo.
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Affiliation(s)
- Monika Kaminska
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Pierrick Bruyat
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Carole Malgorn
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Marion Doladilhe
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Evelyne Cassar-Lajeunesse
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Carole Fruchart Gaillard
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Mélissa De Souza
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Fabrice Beau
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Robert Thai
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Isabelle Correia
- CNRS, Laboratoire des Biomolécules, LBM, Sorbonne Université, Ecole Normale Supérieure, PSL University, 75005, Paris, France
| | - Andrzej Galat
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Dimitris Georgiadis
- Department of Chemistry, Laboratory of Organic Chemistry, University of Athens, Panepistimiopolis, Zografou, 15771 Athens, Greece
| | - Olivier Lequin
- CNRS, Laboratoire des Biomolécules, LBM, Sorbonne Université, Ecole Normale Supérieure, PSL University, 75005, Paris, France
| | - Vincent Dive
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Sarah Bregant
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
| | - Laurent Devel
- Université Paris-Saclay, CEA, INRAE, Medicaments et Technologies pour la Sante (MTS), SIMoS, 91191, Gif-sur-Yvette, France
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Yu D, Chen Y, Ahrens CC, Wang Y, Ding Z, Lim H, Fell C, Rumbaugh KP, Wu J, Li W. Direct monitoring of protease activity using an integrated microchip coated with multilayered fluorogenic nanofilms. Analyst 2021; 145:8050-8058. [PMID: 33073791 DOI: 10.1039/d0an01294g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Proteases play an essential role in the four sequential but overlapping phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. In chronic wounds, excessive protease secretion damages the newly formed extracellular matrix, thereby delaying or preventing the normal healing process. Peptide-based fluorogenic sensors provide a visual platform to sense and analyze protease activity through changes in the fluorescence intensity. Here, we have developed an integrated microfluidic chip coated with multilayered fluorogenic nanofilms that can directly monitor protease activity. Fluorogenic protease sensors were chemically conjugated to polymer films coated on the surface of parallel microfluidic channels. Capillary flow layer-by-layer (CF-LbL) was used for film assembly and combined with subsequent sensor modification to establish a novel platform sensing technology. The benefits of our platform include facile fabrication and processing, controllable film nanostructure, small sample volume, and high sensitivity. We observed increased fluorescence of the LbL nanofilms when they were exposed to model recombinant proteases, confirming their responsiveness to protease activity. Increases in the nanofilms' fluorescence intensity were also observed during incubation with liquid extracted from murine infected wounds, demonstrating the potential of these films to provide real-time, in situ information about protease activity levels.
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Affiliation(s)
- Dan Yu
- Department of Critical Care Medicine, People's Hospital of Zhengzhou University (Henan Provincial People's Hospital), Zhengzhou, 450003, China
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6
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Liu F, Chen R, Song W, Li L, Lei C, Nie Z. Modular Combination of Proteolysis-Responsive Transcription and Spherical Nucleic Acids for Smartphone-Based Colorimetric Detection of Protease Biomarkers. Anal Chem 2021; 93:3517-3525. [DOI: 10.1021/acs.analchem.0c04894] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Fang Liu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
| | - Ru Chen
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
| | - Wenlu Song
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
| | - Liangwen Li
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
| | - Chunyang Lei
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
| | - Zhou Nie
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University, Changsha 410082, P. R. China
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7
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Critchley HOD, Babayev E, Bulun SE, Clark S, Garcia-Grau I, Gregersen PK, Kilcoyne A, Kim JYJ, Lavender M, Marsh EE, Matteson KA, Maybin JA, Metz CN, Moreno I, Silk K, Sommer M, Simon C, Tariyal R, Taylor HS, Wagner GP, Griffith LG. Menstruation: science and society. Am J Obstet Gynecol 2020; 223:624-664. [PMID: 32707266 PMCID: PMC7661839 DOI: 10.1016/j.ajog.2020.06.004] [Citation(s) in RCA: 115] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 05/13/2020] [Accepted: 06/03/2020] [Indexed: 12/11/2022]
Abstract
Women's health concerns are generally underrepresented in basic and translational research, but reproductive health in particular has been hampered by a lack of understanding of basic uterine and menstrual physiology. Menstrual health is an integral part of overall health because between menarche and menopause, most women menstruate. Yet for tens of millions of women around the world, menstruation regularly and often catastrophically disrupts their physical, mental, and social well-being. Enhancing our understanding of the underlying phenomena involved in menstruation, abnormal uterine bleeding, and other menstruation-related disorders will move us closer to the goal of personalized care. Furthermore, a deeper mechanistic understanding of menstruation-a fast, scarless healing process in healthy individuals-will likely yield insights into a myriad of other diseases involving regulation of vascular function locally and systemically. We also recognize that many women now delay pregnancy and that there is an increasing desire for fertility and uterine preservation. In September 2018, the Gynecologic Health and Disease Branch of the Eunice Kennedy Shriver National Institute of Child Health and Human Development convened a 2-day meeting, "Menstruation: Science and Society" with an aim to "identify gaps and opportunities in menstruation science and to raise awareness of the need for more research in this field." Experts in fields ranging from the evolutionary role of menstruation to basic endometrial biology (including omic analysis of the endometrium, stem cells and tissue engineering of the endometrium, endometrial microbiome, and abnormal uterine bleeding and fibroids) and translational medicine (imaging and sampling modalities, patient-focused analysis of menstrual disorders including abnormal uterine bleeding, smart technologies or applications and mobile health platforms) to societal challenges in health literacy and dissemination frameworks across different economic and cultural landscapes shared current state-of-the-art and future vision, incorporating the patient voice at the launch of the meeting. Here, we provide an enhanced meeting report with extensive up-to-date (as of submission) context, capturing the spectrum from how the basic processes of menstruation commence in response to progesterone withdrawal, through the role of tissue-resident and circulating stem and progenitor cells in monthly regeneration-and current gaps in knowledge on how dysregulation leads to abnormal uterine bleeding and other menstruation-related disorders such as adenomyosis, endometriosis, and fibroids-to the clinical challenges in diagnostics, treatment, and patient and societal education. We conclude with an overview of how the global agenda concerning menstruation, and specifically menstrual health and hygiene, are gaining momentum, ranging from increasing investment in addressing menstruation-related barriers facing girls in schools in low- to middle-income countries to the more recent "menstrual equity" and "period poverty" movements spreading across high-income countries.
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Affiliation(s)
- Hilary O D Critchley
- Medical Research Council Centre for Reproductive Health, The University of Edinburgh, United Kingdom.
| | - Elnur Babayev
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Serdar E Bulun
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | | | - Iolanda Garcia-Grau
- Igenomix Foundation-Instituto de Investigación Sanitaria Hospital Clínico, INCLIVA, Valencia, Spain; Department of Pediatrics, Obstetrics and Gynecology, School of Medicine, University of Valencia, Valencia, Spain
| | - Peter K Gregersen
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | | | | | | | - Erica E Marsh
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor, MI
| | - Kristen A Matteson
- Division of Research, Department of Obstetrics and Gynecology, Women and Infants Hospital, Warren Alpert Medical School of Brown University, Providence, RI
| | - Jacqueline A Maybin
- Medical Research Council Centre for Reproductive Health, The University of Edinburgh, United Kingdom
| | - Christine N Metz
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Inmaculada Moreno
- Igenomix Foundation-Instituto de Investigación Sanitaria Hospital Clínico, INCLIVA, Valencia, Spain
| | - Kami Silk
- Department of Communication, University of Delaware, Newark, DE
| | - Marni Sommer
- Department of Sociomedical Sciences, Columbia University Mailman School of Public Health, New York, NY
| | - Carlos Simon
- Igenomix Foundation-Instituto de Investigación Sanitaria Hospital Clínico, INCLIVA, Valencia, Spain; Department of Pediatrics, Obstetrics and Gynecology, School of Medicine, University of Valencia, Valencia, Spain; Beth Israel Deaconess Medical Center, Harvard University, Boston, MA; Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX
| | | | - Hugh S Taylor
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT
| | - Günter P Wagner
- Department of Ecology and Evolutionary Biology, Department of Obstetrics, Gynecology and Reproductive Sciences, Systems Biology Institute, Yale University, New Haven, CT; Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI
| | - Linda G Griffith
- Center for Gynepathology Research, Massachusetts Institute of Technology, Cambridge, MA
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