Imperial College London

Professor Irene Miguel-Aliaga

Faculty of MedicineInstitute of Clinical Sciences

Professor of Genetics and Physiology
 
 
 
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Contact

 

+44 (0)20 3383 3907i.miguel-aliaga Website

 
 
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Location

 

232ICTEM buildingHammersmith Campus

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Summary

 

Publications

Publication Type
Year
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53 results found

Cable J, Pourquie O, Wellen KE, Finley LWS, Aulehla A, Gould AP, Teleman A, Tu WB, Garrett WS, Miguel-Aliaga I, Perrimon N, Hooper LV, Walhout AJM, Wei W, Alexandrov T, Erez A, Ralser M, Rabinowitz JD, Hemalatha A, Gutierrez-Perez P, Chandel NS, Rutter J, Locasale JW, Landoni JC, Christofk Het al., 2021, Metabolic decisions in development and disease-a Keystone Symposia report, ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, ISSN: 0077-8923

Journal article

Kim SK, Tsao DD, Suh GSB, Miguel-Aliaga Iet al., 2021, Discovering signaling mechanisms governing metabolism and metabolic diseases with Drosophila, CELL METABOLISM, Vol: 33, Pages: 1279-1292, ISSN: 1550-4131

Journal article

Millington JW, Brownrigg GP, Chao C, Sun Z, Basner-Collins PJ, Wat LW, Hudry B, Miguel-Aliaga I, Rideout EJet al., 2021, Female-blase upregulation of insulin pathway activity mediates the sex difference in Drosophila body size plasticity, eLife, Vol: 10, Pages: 1-36, ISSN: 2050-084X

Nutrient-dependent body size plasticity differs between the sexes in most species, including mammals. Previous work in Drosophila showed that body size plasticity was higher in females, yet the mechanisms underlying increased female body size plasticity remain unclear. Here, we discover that a protein-rich diet augments body size in females and not males because of a female-biased increase in activity of the conserved insulin/insulin-like growth factor signaling pathway (IIS). This sex-biased upregulation of IIS activity was triggered by a diet-induced increase in stunted mRNA in females, and required Drosophila insulin-like peptide 2, illuminating new sex-specific roles for these genes. Importantly, we show that sex determination gene transformer promotes the diet-induced increase in stunted mRNA via transcriptional coactivator Spargel to regulate the male-female difference in body size plasticity. Together, these findings provide vital insight into conserved mechanisms underlying the sex difference in nutrient-dependent body size plasticity.

Journal article

Messal HA, Almagro J, Zaw Thin M, Tedeschi A, Ciccarelli A, Blackie L, Anderson KI, Miguel-Aliaga I, van Rheenen J, Behrens Aet al., 2021, Antigen retrieval and clearing for whole-organ immunofluorescence by FLASH, Nature Protocols, Vol: 16, Pages: 239-262, ISSN: 1750-2799

Advances in light-sheet and confocal microscopy now allow imaging of cleared large biological tissue samples and enable the 3D appreciation of cell and protein localization in their native organ environment. However, the sample preparations for such imaging are often onerous, and their capability for antigen detection is limited. Here, we describe FLASH (fast light-microscopic analysis of antibody-stained whole organs), a simple, rapid, fully customizable technique for molecular phenotyping of intact tissue volumes. FLASH utilizes non-degradative epitope recovery and membrane solubilization to enable the detection of a multitude of membranous, cytoplasmic and nuclear antigens in whole mouse organs and embryos, human biopsies, organoids and Drosophila. Retrieval and immunolabeling of epithelial markers, an obstacle for previous clearing techniques, can be achieved with FLASH. Upon volumetric imaging, FLASH-processed samples preserve their architecture and integrity and can be paraffin-embedded for subsequent histopathological analysis. The technique can be performed by scientists trained in light microscopy and yields results in <1 week.

Journal article

Hadjieconomou D, King G, Gaspar P, Mineo A, Blackie L, Ameku T, Studd C, de Mendoza A, Diao F, White BH, Brown AEX, Placais P-Y, Preat T, Miguel-Aliaga Iet al., 2020, Enteric neurons increase maternal food intake during reproduction (vol 587, pg 455, 2020), Nature, Vol: 588, Pages: E36-E36, ISSN: 0028-0836

Journal article

Miguel-Aliaga I, Hadjieconomou D, King G, Gaspar P, Mineo A, Blackie L, Ameku T, Studd C, de Mendoza A, Diao F, White BH, Brown A, Placais P-Y, Preat Tet al., 2020, Enteric neurons increase maternal food intake during reproduction, Nature, Vol: 587, Pages: 455-459, ISSN: 0028-0836

Reproduction induces increased food intake across females of many animal species1,2,3,4, providing a physiologically relevant paradigm for the exploration of appetite regulation. Here, by examining the diversity of enteric neurons in Drosophila melanogaster, we identify a key role for gut-innervating neurons with sex- and reproductive state-specific activity in sustaining the increased food intake of mothers during reproduction. Steroid and enteroendocrine hormones functionally remodel these neurons, which leads to the release of their neuropeptide onto the muscles of the crop—a stomach-like organ—after mating. Neuropeptide release changes the dynamics of crop enlargement, resulting in increased food intake, and preventing the post-mating remodelling of enteric neurons reduces both reproductive hyperphagia and reproductive fitness. The plasticity of enteric neurons is therefore key to reproductive success. Our findings provide a mechanism to attain the positive energy balance that sustains gestation, dysregulation of which could contribute to infertility or weight gain.

Journal article

Ameku T, Beckwith H, Blackie L, Miguel-Aliaga Iet al., 2020, Food, microbes, sex and old age: on the plasticity of gastrointestinal innervation, Current Opinion in Neurobiology, Vol: 62, Pages: 83-91, ISSN: 0959-4388

The gastrointestinal tract is innervated by its own enteric nervous system and by extrinsic neurons that connect it with the central nervous system. Innervation allows the gastrointestinal tract to sense and respond to diverse stimuli, adjusting motility and secretion, but also affecting our physiology, behaviour and immunity. The mechanisms underlying the formation of gastrointestinal neurons are beginning to be elucidated; those that keep them plastic over an organism's lifetime remain to be explored. Here, we review the effects of microbiota, nutrients, sex and ageing on the morphology and function of gastrointestinal innervation in mammals, and discuss how this plasticity shapes gut-brain crosstalk and whole-body physiology. We also highlight insights gained by nascent studies of the enteric innervation of Drosophila melanogaster.

Journal article

Redhai S, Pilgrim C, Gaspar P, van Giesen L, Lopes T, Riabinina O, Grenier T, Milona A, Chanana B, Swadling J, Wang Y-F, Dahalan F, Yuan M, Wilsch-Brauninger M, Lin W-H, Dennison N, Capriotti P, Lawniczak M, Baines R, Warnecke T, Windbichler N, Leulier F, Bellono N, Miguel-Aliaga Iet al., 2020, An intestinal zinc sensor regulates food intake and developmental growth, Nature, Vol: 580, Pages: 263-268, ISSN: 0028-0836

In cells, organs and whole organisms, nutrient sensing is key to maintaining homeostasis and adapting to a fluctuating environment1. In many animals, nutrient sensors are found within the enteroendocrine cells of the digestive system; however, less is known about nutrient sensing in their cellular siblings, the absorptive enterocytes1. Here we use a genetic screen in Drosophila melanogaster to identify Hodor, an ionotropic receptor in enterocytes that sustains larval development, particularly in nutrient-scarce conditions. Experiments in Xenopus oocytes and flies indicate that Hodor is a pH-sensitive, zinc-gated chloride channel that mediates a previously unrecognized dietary preference for zinc. Hodor controls systemic growth from a subset of enterocytes—interstitial cells—by promoting food intake and insulin/IGF signalling. Although Hodor sustains gut luminal acidity and restrains microbial loads, its effect on systemic growth results from the modulation of Tor signalling and lysosomal homeostasis within interstitial cells. Hodor-like genes are insect-specific, and may represent targets for the control of disease vectors. Indeed, CRISPR–Cas9 genome editing revealed that the single hodor orthologue in Anopheles gambiae is an essential gene. Our findings highlight the need to consider the instructive contributions of metals—and, more generally, micronutrients—to energy homeostasis.

Journal article

Milona A, Massafra V, Vos H, Naik J, Artigas N, Paterson HAB, Bijsmans ITGW, Willemsen ECL, Ramos Pittol JM, Miguel-Aliaga I, Bosma P, Burgering BMT, Williamson C, Vernia S, Dhillo WS, van Mil SWC, Owen BMet al., 2019, Steroidogenic control of liver metabolism through a nuclear receptor-network, Molecular Metabolism, Vol: 30, Pages: 221-229, ISSN: 2212-8778

OBJECTIVE: Coupling metabolic and reproductive pathways is essential for the survival of species. However, the functions of steroidogenic enzymes expressed in metabolic tissues are largely unknown. METHODS AND RESULTS: Here, we show that in the liver, the classical steroidogenic enzyme Cyp17a1 forms an essential nexus for glucose and ketone metabolism during feed-fast cycles. Both gain- and loss-of-function approaches are used to show that hepatic Cyp17a1 is induced by fasting, catalyzes the production of at least one hormone-ligand (DHEA) for the nuclear receptor PPARα, and is ultimately required for maintaining euglycemia and ketogenesis during nutrient deprivation. The feedback-loop that terminates Cyp17a1-PPARα activity, and re-establishes anabolic liver metabolism during re-feeding is mapped to postprandial bile acid-signaling, involving the receptors FXR, SHP and LRH-1. CONCLUSIONS: Together, these findings represent a novel paradigm of homeostatic control in which nutritional cues feed-forward on to metabolic pathways by influencing extragonadal steroidogenesis.

Journal article

Hudry B, de Goeij E, Mineo A, Gaspar P, Hadjieconomou D, Studd C, Mokochinski J, Kramer H, Plaçais P-Y, Preat T, Miguel-Aliaga Iet al., 2019, Sex differences in intestinal carbohydrate metabolism promote food intake and sperm maturation, Cell, Vol: 178, Pages: 901-918.e16, ISSN: 0092-8674

Physiology and metabolism are often sexually dimorphic, but the underlying mechanisms remainincompletely understood. Here, we use the intestine of Drosophila melanogaster to investigate howgut-derived signals contribute to sex differences in whole-body physiology. We find thatcarbohydrate handling is male-biased in a specific portion of the intestine. In contrast to knownsexual dimorphisms in invertebrates, the sex differences in intestinal carbohydrate metabolism areextrinsically controlled by the adjacent male gonad, which activates JAK-STAT signalling inenterocytes within this intestinal portion. Sex reversal experiments establish roles for this malebiased intestinal metabolic state in controlling food intake and sperm production through gutderived citrate. Our work uncovers a male gonad-gut axis coupling diet and sperm production, andreveals that metabolic communication across organs is physiologically significant. The instructiverole of citrate in inter-organ communication may be significant in more biological contexts thanpreviously recognised.

Journal article

Miguel-Aliaga I, Jasper H, Lemaitre B, 2018, Anatomy and physiology of the digestive tract of drosophila melanogaster, Genetics, Vol: 210, Pages: 357-396, ISSN: 0016-6731

The gastrointestinal tract has recently come to the forefront of multiple research fields. It is now recognized as a major sourceof signals modulating food intake, insulin secretion and energy balance. It is also a key player in immunity and, through its interaction withmicrobiota, can shape our physiology and behavior in complex and sometimes unexpected ways. The insect intestine had remained, bycomparison, relatively unexplored until the identification of adult somatic stem cells in the Drosophila intestine over a decade ago. Sincethen, a growing scientific community has exploited the genetic amenability of this insect organ in powerful and creative ways. By doingso, we have shed light on a broad range of biological questions revolving around stem cells and their niches, interorgan signaling andimmunity. Despite their relatively recent discovery, some of the mechanisms active in the intestine of flies have already been shown to bemore widely applicable to other gastrointestinal systems, and may therefore become relevant in the context of human pathologies such asgastrointestinal cancers, aging, or obesity. This review summarizes our current knowledge of both the formation and function of theDrosophila melanogaster digestive tract, with a major focus on its main digestive/absorptive portion: the strikingly adaptable adult midgut.

Journal article

Grmai L, Hudry B, Miguel-Aliaga I, Bach EAet al., 2018, Chinmo prevents transformer alternative splicing to maintain male sex identity, PLoS Genetics, Vol: 14, Pages: 1-27, ISSN: 1553-7390

Reproduction in sexually dimorphic animals relies on successful gamete production, executed by the germline and aided by somatic support cells. Somatic sex identity in Drosophila is instructed by sex-specific isoforms of the DMRT1 ortholog Doublesex (Dsx). Female-specific expression of Sex-lethal (Sxl) causes alternative splicing of transformer (tra) to the female isoform traF. In turn, TraF alternatively splices dsx to the female isoform dsxF. Loss of the transcriptional repressor Chinmo in male somatic stem cells (CySCs) of the testis causes them to “feminize”, resembling female somatic stem cells in the ovary. This somatic sex transformation causes a collapse of germline differentiation and male infertility. We demonstrate this feminization occurs by transcriptional and post-transcriptional regulation of traF. We find that chinmo-deficient CySCs upregulate tra mRNA as well as transcripts encoding tra-splice factors Virilizer (Vir) and Female lethal (2)d (Fl(2)d). traF splicing in chinmo-deficient CySCs leads to the production of DsxF at the expense of the male isoform DsxM, and both TraF and DsxF are required for CySC sex transformation. Surprisingly, CySC feminization upon loss of chinmo does not require Sxl but does require Vir and Fl(2)d. Consistent with this, we show that both Vir and Fl(2)d are required for tra alternative splicing in the female somatic gonad. Our work reveals the need for transcriptional regulation of tra in adult male stem cells and highlights a previously unobserved Sxl-independent mechanism of traF production in vivo. In sum, transcriptional control of the sex determination hierarchy by Chinmo is critical for sex maintenance in sexually dimorphic tissues and is vital in the preservation of fertility.

Journal article

Perea D, Guiu J, Hudry B, Konstantinidou C, Milona A, Hadjieconomou D, Carroll T, Hoyer N, Natarajan D, Kallijärvi J, Walker JA, Soba P, Thapar N, Burns AJ, Jensen KB, Miguel-Aliaga Iet al., 2017, Ret receptor tyrosine kinase sustains proliferation and tissue maturation in intestinal epithelia., EMBO Journal, Vol: 36, Pages: 3029-3045, ISSN: 0261-4189

Expression of the Ret receptor tyrosine kinase is a defining feature of enteric neurons. Its importance is underscored by the effects of its mutation in Hirschsprung disease, leading to absence of gut innervation and severe gastrointestinal symptoms. We report a new and physiologically significant site of Ret expression in the intestine: the intestinal epithelium. Experiments in Drosophila indicate that Ret is expressed both by enteric neurons and adult intestinal epithelial progenitors, which require Ret to sustain their proliferation. Mechanistically, Ret is engaged in a positive feedback loop with Wnt/Wingless signalling, modulated by Src and Fak kinases. We find that Ret is also expressed by the developing intestinal epithelium of mice, where its expression is maintained into the adult stage in a subset of enteroendocrine/enterochromaffin cells. Mouse organoid experiments point to an intrinsic role for Ret in promoting epithelial maturation and regulating Wnt signalling. Our findings reveal evolutionary conservation of the positive Ret/Wnt signalling feedback in both developmental and homoeostatic contexts. They also suggest an epithelial contribution to Ret loss-of-function disorders such as Hirschsprung disease.

Journal article

Miguel-Aliaga I, 2017, Sex, reproduction and intestinal plasticity, 18th International Congress of Developmental Biology, Publisher: Elsevier, Pages: S5-S5, ISSN: 0925-4773

Conference paper

Miguel-Aliaga I, 2017, Irene Miguel-Aliaga, Current Biology, Vol: 27, Pages: R286-R287, ISSN: 1879-0445

Journal article

Hudry B, Khadayate S, Miguel-Aliaga I, 2016, The sexual identity of adult intestinal stem cells controls organ size and plasticity., Nature, Vol: 530, Pages: 344-348, ISSN: 1476-4687

Sex differences in physiology and disease susceptibility are commonly attributed to developmental and/or hormonal factors, but there is increasing realization that cell-intrinsic mechanisms play important and persistent roles. Here we use the Drosophila melanogaster intestine to investigate the nature and importance of cellular sex in an adult somatic organ in vivo. We find that the adult intestinal epithelium is a cellular mosaic of different sex differentiation pathways, and displays extensive sex differences in expression of genes with roles in growth and metabolism. Cell-specific reversals of the sexual identity of adult intestinal stem cells uncovers the key role this identity has in controlling organ size, reproductive plasticity and response to genetically induced tumours. Unlike previous examples of sexually dimorphic somatic stem cell activity, the sex differences in intestinal stem cell behaviour arise from intrinsic mechanisms that control cell cycle duration and involve a new doublesex- and fruitless-independent branch of the sex differentiation pathway downstream of transformer. Together, our findings indicate that the plasticity of an adult somatic organ is reversibly controlled by its sexual identity, imparted by a new mechanism that may be active in more tissues than previously recognized.

Journal article

Miguel-Aliaga I, 2015, Cell scientist to watch - Irene Miguel-Aliaga, Journal of Cell Science, Vol: 128, Pages: 3519-3520, ISSN: 1477-9137

Journal article

Reiff T, Jacobson J, Cognigni P, Antonello Z, Ballesta E, Tan KJ, Yew JY, Dominguez M, Miguel-Aliaga Iet al., 2015, Endocrine remodelling of the adult intestine sustains reproduction in Drosophila., eLife, Vol: 4, ISSN: 2050-084X

The production of offspring is energetically costly and relies on incompletely understood mechanisms that generate a positive energy balance. In mothers of many species, changes in key energy-associated internal organs are common yet poorly characterised functionally and mechanistically. In this study, we show that, in adult Drosophila females, the midgut is dramatically remodelled to enhance reproductive output. In contrast to extant models, organ remodelling does not occur in response to increased nutrient intake and/or offspring demands, but rather precedes them. With spatially and temporally directed manipulations, we identify juvenile hormone (JH) as an anticipatory endocrine signal released after mating. Acting through intestinal bHLH-PAS domain proteins Methoprene-tolerant (Met) and Germ cell-expressed (Gce), JH signals directly to intestinal progenitors to yield a larger organ, and adjusts gene expression and sterol regulatory element-binding protein (SREBP) activity in enterocytes to support increased lipid metabolism. Our findings identify a metabolically significant paradigm of adult somatic organ remodelling linking hormonal signals, epithelial plasticity, and reproductive output.

Journal article

Soba P, Han C, Zheng Y, Perea D, Miguel-Aliaga I, Jan LY, Jan YNet al., 2015, The Ret receptor regulates sensory neuron dendrite growth and integrin mediated adhesion, eLife, Vol: 4, ISSN: 2050-084X

Journal article

Wayland MT, Defaye A, Rocha J, Jayaram SA, Royet J, Miguel-Aliaga I, Leulier F, Cognigni Pet al., 2014, Spotting the differences: Probing host/microbiota interactions with a dedicated software tool for the analysis of faecal outputs in Drosophila, JOURNAL OF INSECT PHYSIOLOGY, Vol: 69, Pages: 126-135, ISSN: 0022-1910

Journal article

Martorell O, Merlos-Suarez A, Campbell K, Barriga FM, Christov CP, Miguel-Aliaga I, Batlle E, Casanova J, Casali Aet al., 2014, Conserved Mechanisms of Tumorigenesis in the Drosophila Adult Midgut, PLOS One, Vol: 9, ISSN: 1932-6203

Whereas the series of genetic events leading to colorectal cancer (CRC) have been well established, the precise functionsthat these alterations play in tumor progression and how they disrupt intestinal homeostasis remain poorly characterized.Activation of the Wnt/Wg signaling pathway by a mutation in the gene APC is the most common trigger for CRC, inducingbenign lesions that progress to carcinomas due to the accumulation of other genetic alterations. Among those, Rasmutations drive tumour progression in CRC, as well as in most epithelial cancers. As mammalian and Drosophila’s intestinesshare many similarities, we decided to explore the alterations induced in the Drosophila midgut by the combined activationof the Wnt signaling pathway with gain of function of Ras signaling in the intestinal stem cells. Here we show thatcompound Apc-Ras clones, but not clones bearing the individual mutations, expand as aggressive intestinal tumor-likeoutgrowths. These lesions reproduce many of the human CRC hallmarks such as increased proliferation, blockade of celldifferentiation and cell polarity and disrupted organ architecture. This process is followed by expression of tumoral markerspresent in human lesions. Finally, a metabolic behavioral assay shows that these flies suffer a progressive deterioration inintestinal homeostasis, providing a simple readout that could be used in screens for tumor modifiers or therapeuticcompounds. Taken together, our results illustrate the conservation of the mechanisms of CRC tumorigenesis in Drosophila,providing an excellent model system to unravel the events that, upon mutation in Apc and Ras, lead to CRC initiation andprogression.

Journal article

Linneweber GA, Jacobson J, Busch KE, Hudry B, Christov CP, Dormann D, Yuan M, Otani T, Knust E, de Bono M, Miguel-Aliaga Iet al., 2014, Neuronal control of metabolism through nutrient-dependent modulation of tracheal branching, Cell, Vol: 156, Pages: 69-83, ISSN: 0092-8674

During adaptive angiogenesis, a key process in the etiology and treatment of cancer and obesity, the vasculature changes to meet the metabolic needs of its target tissues. Although the cues governing vascular remodeling are not fully understood, target-derived signals are generally believed to underlie this process. Here, we identify an alternative mechanism by characterizing the previously unrecognized nutrient-dependent plasticity of the Drosophila tracheal system: a network of oxygen-delivering tubules developmentally akin to mammalian blood vessels. We find that this plasticity, particularly prominent in the intestine, drives—rather than responds to—metabolic change. Mechanistically, it is regulated by distinct populations of nutrient- and oxygen-responsive neurons that, through delivery of both local and systemic insulin- and VIP-like neuropeptides, sculpt the growth of specific tracheal subsets. Thus, we describe a novel mechanism by which nutritional cues modulate neuronal activity to give rise to organ-specific, long-lasting changes in vascular architecture.

Journal article

Sarraf-Zadeh L, Christen S, Sauer U, Cognigni P, Miguel-Aliaga I, Stocker H, Koehler K, Hafen Eet al., 2013, Local requirement of the Drosophila insulin binding protein imp-L2 in coordinating developmental progression with nutritional conditions, DEVELOPMENTAL BIOLOGY, Vol: 381, Pages: 97-106, ISSN: 0012-1606

Journal article

Lemaitre B, Miguel-Aliaga I, 2013, The Digestive Tract of Drosophila melanogaster, ANNUAL REVIEW OF GENETICS, VOL 47, Vol: 47, Pages: 377-404, ISSN: 0066-4197

Journal article

Miguel-Aliaga I, Oliver B, Teleman AA, 2012, The flies of Icarus: science with wings in Crete, EMBO REPORTS, Vol: 13, Pages: 945-947, ISSN: 1469-221X

Journal article

Oyallon J, Apitz H, Miguel-Aliaga I, Timofeev K, Ferreira L, Salecker Iet al., 2012, Regulation of locomotion and motoneuron trajectory selection and targeting by the Drosophila homolog of Olig family transcription factors, DEVELOPMENTAL BIOLOGY, Vol: 369, Pages: 261-276, ISSN: 0012-1606

Journal article

Miguel-Aliaga I, 2012, Nerveless and gutsy: intestinal nutrient sensing from invertebrates to humans, SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, Vol: 23, Pages: 614-620, ISSN: 1084-9521

Journal article

Talsma AD, Christov CP, Terriente-Felix A, Linneweber GA, Perea D, Wayland M, Shafer OT, Miguel-Aliaga Iet al., 2012, Remote control of renal physiology by the intestinal neuropeptide pigment-dispersing factor in Drosophila, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, Vol: 109, Pages: 12177-12182, ISSN: 0027-8424

Journal article

Cognigni P, Bailey AP, Miguel-Aliaga I, 2012, Enteric Neurons and Systemic Signals Couple Nutritional and Reproductive Status with Intestinal Homeostasis (vol 13, pg 104, 2011), CELL METABOLISM, Vol: 15, Pages: 128-128, ISSN: 1550-4131

Journal article

Pulver SR, Cognigni P, Denholm B, Fabre C, Gu WXW, Linneweber G, Prieto-Godino L, Urbancic V, Zwart M, Miguel-Aliaga Iet al., 2011, Why flies? Inexpensive public engagement exercises to explain the value of basic biomedical research on Drosophila melanogaster, ADVANCES IN PHYSIOLOGY EDUCATION, Vol: 35, Pages: 384-392, ISSN: 1043-4046

Journal article

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