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1. Spatial multiomics map of trophoblast development in early pregnancy

Author

Arutyunyan, Anna, Roberts, Kenny, Troulé, Kevin, Wong, Frederick CK, Sheridan, Megan A, Kats, Ilia, Garcia-Alonso, Luz, Velten, Britta, Hoo, Regina, Ruiz-Morales, Elias R, Sancho-Serra, Carmen, Shilts, Jarrod, Handfield, Louis-Francois, Marconato, Luca, Tuck, Elizabeth, Gardner, Lucy, Mazzeo, Cecilia Icoresi, Li, Qian, Kelava, Iva, Wright, Gavin J, Prigmore, Elena, Teichmann, Sarah A, Bayraktar, Omer Ali, Moffett, Ashley, Stegle, Oliver, Turco, Margherita Y, Vento-Tormo, Roser, Arutyunyan, Anna [0000-0003-0453-5443], Roberts, Kenny [0000-0001-6155-0821], Sheridan, Megan A [0000-0002-6878-7976], Kats, Ilia [0000-0001-5220-5671], Ruiz-Morales, Elias R [0000-0002-5801-6190], Marconato, Luca [0000-0003-3198-1326], Gardner, Lucy [0000-0003-1735-2005], Wright, Gavin J [0000-0003-0537-0863], Prigmore, Elena [0000-0001-8870-0316], Teichmann, Sarah A [0000-0002-6294-6366], Bayraktar, Omer Ali [0000-0001-6055-277X], Moffett, Ashley [0000-0002-8388-9073], Stegle, Oliver [0000-0002-8818-7193], Turco, Margherita Y [0000-0002-3380-7375], Vento-Tormo, Roser [0000-0002-9870-8474], Apollo - University of Cambridge Repository, Sheridan, Megan A. [0000-0002-6878-7976], Ruiz-Morales, Elias R. [0000-0002-5801-6190], Wright, Gavin J. [0000-0003-0537-0863], Teichmann, Sarah A. [0000-0002-6294-6366], and Turco, Margherita Y. [0000-0002-3380-7375]

Subjects
45/91, Multidisciplinary, Placenta, Stem Cells, article, 13/106, Cell Differentiation, Cell Communication, Multiomics, Trophoblasts, Organoids, Pregnancy Trimester, First, Pregnancy, Cell Movement, 631/208/135, Maternal-Fetal Relations, Decidua, Myometrium, Humans, Female, Single-Cell Analysis, Transcriptome, 631/61, 45/90, Transcription Factors
Abstract

Acknowledgements: This publication is part of the Human Cell Atlas. The authors thank the Sanger Cellular Generation and Phenotyping (CGaP) Core Facility and the Sanger Core Sequencing pipeline for support with sample processing and sequencing library preparation; A. Surani for supplying the TSC lines; H. Okae and T. Arima for sharing permission; R. Argelaguet, V. Kleshchevnikov, S. van Dongen, M. Prete and S. Murray for insightful comments and web portal support; T. Porter and the Cellular Genetics wet lab team for experimental support; A. Garcia for graphical images; and A. Maartens for editing. Placental material was provided by the Joint MRC–Human Cell Atlas (MR/S036350/1). The authors are grateful to patients for donating tissue for research. We thank D. Moore and M. Maquinana and staff at Addenbrooke’s Hospital, Cambridge, UK. Supported by Wellcome Sanger core funding (WT206194 and 220540/Z/20/A) and the Wellcome Trust grant ‘Wellcome Strategic Support Science award’ (grant no. 211276/Z/18/Z). M.Y.T. held the Royal Society Dorothy Hodgkin Fellowship (DH160216) and Research Grant for Research Fellows (RGF\R1\180028) during this study and is also supported by funding from the European Research Council under the European Union’s Horizon 2020 research and innovation programme (Grant agreement 853546). A.M. is in receipt of a Wellcome Trust Investigator Award (200841/Z/16/Z)., The relationship between the human placenta-the extraembryonic organ made by the fetus, and the decidua-the mucosal layer of the uterus, is essential to nurture and protect the fetus during pregnancy. Extravillous trophoblast cells (EVTs) derived from placental villi infiltrate the decidua, transforming the maternal arteries into high-conductance vessels1. Defects in trophoblast invasion and arterial transformation established during early pregnancy underlie common pregnancy disorders such as pre-eclampsia2. Here we have generated a spatially resolved multiomics single-cell atlas of the entire human maternal-fetal interface including the myometrium, which enables us to resolve the full trajectory of trophoblast differentiation. We have used this cellular map to infer the possible transcription factors mediating EVT invasion and show that they are preserved in in vitro models of EVT differentiation from primary trophoblast organoids3,4 and trophoblast stem cells5. We define the transcriptomes of the final cell states of trophoblast invasion: placental bed giant cells (fused multinucleated EVTs) and endovascular EVTs (which form plugs inside the maternal arteries). We predict the cell-cell communication events contributing to trophoblast invasion and placental bed giant cell formation, and model the dual role of interstitial EVTs and endovascular EVTs in mediating arterial transformation during early pregnancy. Together, our data provide a comprehensive analysis of postimplantation trophoblast differentiation that can be used to inform the design of experimental models of the human placenta in early pregnancy.

Published
2023

2. Human and mouse essentiality screens as a resource for disease gene discovery

Author

Cacheiro, Pilar, Muñoz-Fuentes, Violeta, Westerberg, Henrik, Scott, R. H., Siddiq, A., Sieghart, A., Smith, K. R., Sosinsky, A., Spooner, W., Stevens, H. E., Stuckey, A., Sultana, R., Thomas, E. R. A., Konopka, Tomasz, Thompson, S. R., Tregidgo, C., Tucci, A., Walsh, E., Watters, S. A., Welland, M. J., Williams, E., Witkowska, K., Wood, S. M., Zarowiecki, M., Hsu, Chih-Wei, Marschall, Susan, Lengger, Christoph, Maier, Holger, Seisenberger, Claudia, Bürger, Antje, Kühn, Ralf, Schick, Joel, Hörlein, Andreas, Oritz, Oskar, Giesert, Florian, Christiansen, Audrey, Beig, Joachim, Kenyon, Janet, Codner, Gemma, Fray, Martin, Johnson, Sara J, Cleak, James, Szoke-Kovacs, Zsombor, Lafont, David, Vancollie, Valerie E, McLaren, Robbie S B, Lanza, Denise G, Hughes-Hallett, Lena, Rowley, Christine, Sanderson, Emma, Galli, Antonella, Tuck, Elizabeth, Green, Angela, Tudor, Catherine, Siragher, Emma, Dabrowska, Monika, Mazzeo, Cecilia Icoresi, Beaudet, Arthur L, Griffiths, Mark, Gannon, David, Doe, Brendan, Cockle, Nicola, Kirton, Andrea, Bottomley, Joanna, Ingle, Catherine, Ryder, Edward, Gleeson, Diane, Ramirez-Solis, Ramiro, Heaney, Jason D, Birling, Marie-Christine, Pavlovic, Guillaume, Ayadi, Abdel, Hamid, Meziane, About, Ghina Bou, Champy, Marie-France, Jacobs, Hugues, Wendling, Olivia, Leblanc, Sophie, Vasseur, Laurent, Fuchs, Helmut, Chesler, Elissa J, Kumar, Vivek, White, Jacqueline K, Svenson, Karen L, Wiegand, Jean-Paul, Anderson, Laura L, Wilcox, Troy, Clark, James, Ryan, Jennifer, Denegre, James, Gailus-Durner, Valerie, Stearns, Tim, Philip, Vivek, Witmeyer, Catherine, Bates, Lindsay, Seavey, Zachary, Stanley, Pamela, Willet, Amelia, Roper, Willson, Creed, Julie, Moore, Michayla, Sorg, Tania, Dorr, Alex, Fraungruber, Pamelia, Presby, Rose, Mckay, Matthew, Nguyen-Bresinsky, Dong, Goodwin, Leslie, Urban, Rachel, Kane, Coleen, Murray, Stephen A, Prochazka, Jan, Novosadova, Vendula, Lelliott, Christopher J, Wardle-Jones, Hannah, Wells, Sara, Teboul, Lydia, Cater, Heather, Stewart, Michelle, Hough, Tertius, Wurst, Wolfgang, Dickinson, Mary E, Sedlacek, Radislav, Adams, David J, Seavitt, John R, Tocchini-Valentini, Glauco, Mammano, Fabio, Braun, Robert E, McKerlie, Colin, Herault, Yann, de Angelis, Martin Hrabě, Mallon, Ann-Marie, Bucan, Maja, Lloyd, K C Kent, Brown, Steve D M, Parkinson, Helen, Meehan, Terrence F, Smedley, Damian, Consortium, Genomics England Research, Consortium, International Mouse Phenotyping, Ambrose, J. C., Arumugam, P., Baple, E. L., Nutter, Lauryl M J, Bleda, M., Boardman-Pretty, F., Boissiere, J. M., Boustred, C. R., Brittain, H., Caulfield, M. J., Chan, G. C., Craig, C. E. H., Daugherty, L. C., de Burca, A., Peterson, Kevin A, Devereau, A., Elgar, G., Foulger, R. E., Fowler, T., Furió-Tarí, P., Hackett, J. M., Halai, D., Hamblin, A., Henderson, S., Holman, J. E., Haselimashhadi, Hamed, Hubbard, T. J. P., Ibáñez, K., Jackson, R., Jones, L. J., Kasperaviciute, D., Kayikci, M., Lahnstein, L., Lawson, K., Leigh, S. E. A., Leong, I. U. S., Flenniken, Ann M, Lopez, F. J., Maleady-Crowe, F., Mason, J., McDonagh, E. M., Moutsianas, L., Mueller, M., Murugaesu, N., Need, A. C., Odhams, C. A., Patch, C., Morgan, Hugh, Perez-Gil, D., Polychronopoulos, D., Pullinger, J., Rahim, T., Rendon, A., Riesgo-Ferreiro, P., Rogers, T., Ryten, M., Savage, K., Sawant, K., Cacheiro, Pilar [0000-0002-6335-8208], Muñoz-Fuentes, Violeta [0000-0003-3574-546X], Nutter, Lauryl MJ [0000-0001-9619-146X], Peterson, Kevin A [0000-0001-8353-3694], Haselimashhadi, Hamed [0000-0001-7334-2421], Konopka, Tomasz [0000-0003-3042-4712], Hsu, Chih-Wei [0000-0002-9591-9567], Lanza, Denise G [0000-0001-8750-6933], Heaney, Jason D [0000-0001-8475-8828], Fuchs, Helmut [0000-0002-5143-2677], Gailus-Durner, Valerie [0000-0002-6076-0111], Lelliott, Christopher J [0000-0001-8087-4530], Adams, David J [0000-0001-9490-0306], Mammano, Fabio [0000-0003-3751-1691], McKerlie, Colin [0000-0002-2232-0967], Herault, Yann [0000-0001-7049-6900], de Angelis, Martin Hrabě [0000-0002-7898-2353], Lloyd, KC Kent [0000-0002-5318-4144], Smedley, Damian [0000-0002-5836-9850], Apollo - University of Cambridge Repository, Queen Mary University of London (QMUL), European Bioinformatics Institute [Hinxton] (EMBL-EBI), EMBL Heidelberg, The Jackson Laboratory [Bar Harbor] (JAX), Baylor College of Medicine (BCM), Baylor University, University of Pennsylvania, The Hospital for sick children [Toronto] (SickKids), Mount Sinai Hospital [Toronto, Canada] (MSH), MRC Harwell Institute [UK], Helmholtz Zentrum München = German Research Center for Environmental Health, Institut Clinique de la Souris (ICS), Université de Strasbourg (UNISTRA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), French National Infrastructure for Mouse Phenogenomics (PHENOMIN), Institute of Molecular Genetics of the Czech Academy of Sciences (IMG / CAS), Czech Academy of Sciences [Prague] (CAS), The Wellcome Trust Sanger Institute [Cambridge], Technische Universität München = Technical University of Munich (TUM), Ludwig-Maximilians-Universität München (LMU), CNR - Italian National Research Council (CNR), Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), German Center for Diabetes Research - Deutsches Zentrum für Diabetesforschung [Neuherberg] (DZD), University of California [Davis] (UC Davis), University of California (UC), J C Ambrose, P Arumugam, E L Baple, M Bleda, F Boardman-Pretty, J M Boissiere, C R Boustred, H Brittain, M J Caulfield, G C Chan, C E H Craig, L C Daugherty, A de Burca, A Devereau, G Elgar, R E Foulger, T Fowler, P Furió-Tarí, J M Hackett, D Halai, A Hamblin, S Henderson, J E Holman, T J P Hubbard, K Ibáñez, R Jackson, L J Jones, D Kasperaviciute, M Kayikci, L Lahnstein, K Lawson, S E A Leigh, I U S Leong, F J Lopez, F Maleady-Crowe, J Mason, E M McDonagh, L Moutsianas, M Mueller, N Murugaesu, A C Need, C A Odhams, C Patch, D Perez-Gil, D Polychronopoulos, J Pullinger, T Rahim, A Rendon, P Riesgo-Ferreiro, T Rogers, M Ryten, K Savage, K Sawant, R H Scott, A Siddiq, A Sieghart, K R Smith, A Sosinsky, W Spooner, H E Stevens, A Stuckey, R Sultana, E R A Thomas, S R Thompson, C Tregidgo, A Tucci, E Walsh, S A Watters, M J Welland, E Williams, K Witkowska, S M Wood, M Zarowiecki, Susan Marschall, Christoph Lengger, Holger Maier, Claudia Seisenberger, Antje Bürger, Ralf Kühn, Joel Schick, Andreas Hörlein, Oskar Oritz, Florian Giesert, Joachim Beig, Janet Kenyon, Gemma Codner, Martin Fray, Sara J Johnson, James Cleak, Zsombor Szoke-Kovacs, David Lafont, Valerie E Vancollie, Robbie S B McLaren, Lena Hughes-Hallett, Christine Rowley, Emma Sanderson, Antonella Galli, Elizabeth Tuck, Angela Green, Catherine Tudor, Emma Siragher, Monika Dabrowska, Cecilia Icoresi Mazzeo, Mark Griffiths, David Gannon, Brendan Doe, Nicola Cockle, Andrea Kirton, Joanna Bottomley, Catherine Ingle, Edward Ryder, Diane Gleeson, Ramiro Ramirez-Solis, Marie-Christine Birling, Guillaume Pavlovic, Abdel Ayadi, Meziane Hamid, Ghina Bou About, Marie-France Champy, Hugues Jacobs, Olivia Wendling, Sophie Leblanc, Laurent Vasseur, Elissa J Chesler, Vivek Kumar, Jacqueline K White, Karen L Svenson, Jean-Paul Wiegand, Laura L Anderson, Troy Wilcox, James Clark, Jennifer Ryan, James Denegre, Tim Stearns, Vivek Philip, Catherine Witmeyer, Lindsay Bates, Zachary Seavey, Pamela Stanley, Amelia Willet, Willson Roper, Julie Creed, Michayla Moore, Alex Dorr, Pamelia Fraungruber, Rose Presby, Matthew Mckay, Dong Nguyen-Bresinsky, Leslie Goodwin, Rachel Urban, Coleen Kane, Herault, Yann, and Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Strasbourg (UNISTRA)

Subjects
0301 basic medicine, Mutation rate, Cancer Research, [SDV]Life Sciences [q-bio], General Physics and Astronomy, methods [Genetic Association Studies], Disease, VARIANTS, Mice, Essential, 0302 clinical medicine, IMPC, Genetics research, Lethal allele, 2.1 Biological and endogenous factors, Aetiology, lcsh:Science, Organism, ComputingMilieux_MISCELLANEOUS, Disease gene, Mice, Knockout, 0303 health sciences, Multidisciplinary, Genes, Essential, genetics [Disease], Genomics, R/BIOCONDUCTOR PACKAGE, DATABASE, UPDATE, GENOME, [SDV] Life Sciences [q-bio], Knockout mouse, Identification (biology), ddc:500, International Mouse Phenotyping Consortium, Technology Platforms, Biotechnology, Knockout, Science, Computational biology, Biology, General Biochemistry, Genetics and Molecular Biology, Article, 03 medical and health sciences, Genetics, medicine, Animals, Humans, Genetic variation, Clinical genetics, Gene, Genetic Association Studies, 030304 developmental biology, Disease model, Prevention, Human Genome, General Chemistry, medicine.disease, Developmental disorder, Good Health and Well Being, 030104 developmental biology, Genomics England Research Consortium, Genes, lcsh:Q, Generic health relevance, 030217 neurology & neurosurgery, Rare disease
Abstract

The identification of causal variants in sequencing studies remains a considerable challenge that can be partially addressed by new gene-specific knowledge. Here, we integrate measures of how essential a gene is to supporting life, as inferred from viability and phenotyping screens performed on knockout mice by the International Mouse Phenotyping Consortium and essentiality screens carried out on human cell lines. We propose a cross-species gene classification across the Full Spectrum of Intolerance to Loss-of-function (FUSIL) and demonstrate that genes in five mutually exclusive FUSIL categories have differing biological properties. Most notably, Mendelian disease genes, particularly those associated with developmental disorders, are highly overrepresented among genes non-essential for cell survival but required for organism development. After screening developmental disorder cases from three independent disease sequencing consortia, we identify potentially pathogenic variants in genes not previously associated with rare diseases. We therefore propose FUSIL as an efficient approach for disease gene discovery., Discovery of causal variants for monogenic disorders has been facilitated by whole exome and genome sequencing, but does not provide a diagnosis for all patients. Here, the authors propose a Full Spectrum of Intolerance to Loss-of-Function (FUSIL) categorization that integrates gene essentiality information to aid disease gene discovery.

Published
2020
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3. The Col4a2em1(IMPC)Wtsi mouse line – lessons from the Deciphering the Mechanisms of Developmental Disorders (DMDD) program

Author

Reissig, Lukas F, Herdina, Anna Nele, Rose, Julia, Maurer-Gesek, Barbara, Lane, Jenna L, Prin, Fabrice, Wilson, Robert, Hardman, Emily, Galli, Antonella, Tudor, Catherine, Tuck, Elizabeth, Icoresi-Mazzeo, Cecilia, White, Jacqueline K, Ryder, Ed, Gleeson, Diane, Adams, David J, Geyer, Stefan H, Mohun, Timothy J, and Weninger, Wolfgang J

Subjects
Model organisms, Developmental Biology, Imaging
Abstract

The Deciphering the Mechanisms of Developmental Disorders (DMDD) program used a systematic and standardised approach to characterise the phenotype of embryos stemming from mouse lines, which produce embryonically lethal offspring. Our study aims at providing detailed phenotype descriptions of homozygous Col4a2 em1(IMPC)Wtsi mutants produced in DMDD and harvested at embryonic day 14.5. This shall provide new information on the role Col4a2 plays in organogenesis and demonstrate the capacity of the DMDD database for identifying models for researching inherited disorders. The DMDD Col4a2 em1(IMPC)Wtsi mutants survived organogenesis and thus revealed the full spectrum of organs and tissues, the development of which depends on Col4a2 encoded proteins. They showed defects in the brain, cranial nerves, visual system, lungs, endocrine glands, skeleton, subepithelial tissues and mild to severe cardiovascular malformations. Together, this makes the DMDD Col4a2 em1(IMPC)Wtsi line a useful model for identifying the spectrum of defects and for researching the mechanisms underlying autosomal dominant porencephaly 2 (OMIM # 614483), a rare human disease. Thus we demonstrate the general capacity of the DMDD approach and webpage as a valuable source for identifying mouse models for rare diseases.

Published
2020
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