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Mete R, Das S, Saha A, Roy S, Mondal S, Bose A, Basu B, Elossaily GM, Prajapati B. Transgenesis in Drug Discovery: Enhancing Target Identification and Validation. Mol Biotechnol 2025:10.1007/s12033-025-01426-4. [PMID: 40148722 DOI: 10.1007/s12033-025-01426-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 03/05/2025] [Indexed: 03/29/2025]
Abstract
Transgenesis, the introduction of foreign genetic material into the genome of an organism, has become a crucial and transformative technique in the realm of drug discovery. This review article provides a comprehensive overview of the integral role that transgenesis plays in the drug discovery process, with a specific focus on target identification and target validation. By examining the recent advancements and innovative approaches, this article aims to shed light on the importance of transgenesis in accelerating drug development. In the context of target identification, transgenesis has allowed for the creation of relevant disease models, enabling researchers to study the genetic and molecular basis of various disorders. The use of transgenic animals, such as mice and zebrafish, has facilitated the identification of potential drug targets by mimicking specific human disease conditions. This review also discusses emerging technologies, such as CRISPR-Cas9 and other genome editing tools, which have revolutionized the field of transgenesis. These technologies have enhanced the precision and efficiency of genetic manipulations in transgenic animals, making the creation of disease-relevant models more accessible and cost-effective. Moreover, integration of omics technologies, such as genomics, transcriptomics, proteomics, and metabolomics, has provided a holistic view of the molecular changes in transgenic models, further aiding in target identification and validation. This review emphasizes the importance of transgenesis in target identification and validation and underscores its vital role in shaping the future of drug discovery.
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Affiliation(s)
- Rumela Mete
- TAAB Biostudy Services, Jadavpur, Kolkata, 700032, India
| | - Sourav Das
- Department of Pharmaceutics, School of Pharmacy, The Neotia University, Sarisa, West Bengal, 743368, India
| | - Arindam Saha
- Cognizant Technology Solutions Private Limited, Salt Lake, Kolkata, 700091, India
| | - Sukanta Roy
- Department of Pharmaceutics, School of Pharmacy, The Neotia University, Sarisa, West Bengal, 743368, India
| | - Smritilekha Mondal
- Department of Biopharmaceutics, Dr. Reddy's Laboratory, Bachupally Village, Hyderabad, Telangana, 500090, India
| | - Anirbandeep Bose
- Department of Pharmaceutical Technology, School of Health & Medical Sciences, Adamas University, Barasat, Kolkata, West Bengal, 700126, India
| | - Biswajit Basu
- Department of Pharmaceutical Technology, School of Health & Medical Sciences, Adamas University, Barasat, Kolkata, West Bengal, 700126, India
| | - Gehan M Elossaily
- Department of Basic Medical Sciences, College of Medicine, AlMaarefa University, P.O. Box 71666, Riyadh, 13713, Saudi Arabia
| | - Bhupendra Prajapati
- Centre for Research Impact & Outcome, Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, 140401, India.
- Department of Industrial Pharmacy, Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, 73000, Thailand.
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Bailon-Zambrano R, Keating MK, Sales EC, Nichols AR, Gustafson GE, Hopkins CA, Kocha KM, Huang P, Barske L, Nichols JT. The sclerotome is the source of the dorsal and anal fin skeleton and its expansion is required for median fin development. Development 2024; 151:dev203025. [PMID: 39575996 DOI: 10.1242/dev.203025] [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: 05/02/2024] [Accepted: 11/13/2024] [Indexed: 12/14/2024]
Abstract
Paired locomotion appendages are hypothesized to have redeployed the developmental program of median appendages, such as the dorsal and anal fins. Compared with paired fins, and limbs, median appendages remain surprisingly understudied. Here, we report that a dominant zebrafish mutant, smoothback (smb), fails to develop a dorsal fin. Moreover, the anal fin is reduced along the antero-posterior axis, and spine defects develop. Mechanistically, the smb mutation is caused by an insertion of a sox10:Gal4VP16 transgenic construct into a non-coding region. The first step in fin, and limb, induction is aggregation of undifferentiated mesenchyme at the appendage development site. In smb, this dorsal fin mesenchyme is absent. Lineage tracing demonstrates the previously unknown developmental origin of the mesenchyme, the sclerotome, which also gives rise to the spine. Strikingly, we find that there is significantly less sclerotome in smb than in wild type. Our results give insight into the origin and modularity of understudied median fins, which have changed position, number, size, and even disappeared, across evolutionary time.
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Affiliation(s)
- Raisa Bailon-Zambrano
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Margaret K Keating
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Emily C Sales
- Department of Biology, University of Oregon, Eugene, OR 97403, USA
| | - Abigail R Nichols
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Grace E Gustafson
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Colette A Hopkins
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Katrinka M Kocha
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Peng Huang
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Lindsey Barske
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - James T Nichols
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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Paquette SE, Oduor CI, Gaulke A, Stefan S, Bronk P, Dafonseca V, Barulin N, Lee C, Carley R, Morrison AR, Choi BR, Bailey JA, Plavicki JS. Loss of developmentally derived Irf8+ macrophages promotes hyperinnervation and arrhythmia in the adult zebrafish heart. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.17.589909. [PMID: 38659956 PMCID: PMC11042273 DOI: 10.1101/2024.04.17.589909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Recent developments in cardiac macrophage biology have broadened our understanding of the critical functions of macrophages in the heart. As a result, there is further interest in understanding the independent contributions of distinct subsets of macrophage to cardiac development and function. Here, we demonstrate that genetic loss of interferon regulatory factor 8 (Irf8)-positive embryonic-derived macrophages significantly disrupts cardiac conduction, chamber function, and innervation in adult zebrafish. At 4 months post-fertilization (mpf), homozygous irf8st96/st96 mutants have significantly shortened atrial action potential duration and significant differential expression of genes involved in cardiac contraction. Functional in vivo assessments via electro- and echocardiograms at 12 mpf reveal that irf8 mutants are arrhythmogenic and exhibit diastolic dysfunction and ventricular stiffening. To identify the molecular drivers of the functional disturbances in irf8 null zebrafish, we perform single cell RNA sequencing and immunohistochemistry, which reveal increased leukocyte infiltration, epicardial activation, mesenchymal gene expression, and fibrosis. Irf8 null hearts are also hyperinnervated and have aberrant axonal patterning, a phenotype not previously assessed in the context of cardiac macrophage loss. Gene ontology analysis supports a novel role for activated epicardial-derived cells (EPDCs) in promoting neurogenesis and neuronal remodeling in vivo. Together, these data uncover significant cardiac abnormalities following embryonic macrophage loss and expand our knowledge of critical macrophage functions in heart physiology and governing homeostatic heart health.
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Affiliation(s)
- Shannon E. Paquette
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Cliff I. Oduor
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Amy Gaulke
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Sabina Stefan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Peter Bronk
- Cardiovascular Research Center, Brown University Warren Alpert Medical School, Providence, RI, 02912, USA
| | - Vanny Dafonseca
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Nikolai Barulin
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Cadence Lee
- Vascular Research Laboratory, Providence VA Medical Center, Providence, RI, 02908, USA
- Ocean State Research Institute, Inc., Providence, RI, 02908, USA
| | - Rachel Carley
- Vascular Research Laboratory, Providence VA Medical Center, Providence, RI, 02908, USA
- Ocean State Research Institute, Inc., Providence, RI, 02908, USA
| | - Alan R. Morrison
- Vascular Research Laboratory, Providence VA Medical Center, Providence, RI, 02908, USA
- Ocean State Research Institute, Inc., Providence, RI, 02908, USA
- Department of Internal Medicine, Alpert Medical School of Brown University, Providence, RI, 02903, USA
| | - Bum-Rak Choi
- Cardiovascular Research Center, Brown University Warren Alpert Medical School, Providence, RI, 02912, USA
| | - Jeffrey A. Bailey
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
| | - Jessica S. Plavicki
- Department of Pathology & Laboratory Medicine, Brown University, Providence, RI, 02912, USA
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Robbins AE, Horst SG, Lewis VM, Stewart S, Stankunas K. The Fraser complex interconnects tissue layers to support basal epidermis and osteoblast integrated morphogenesis underlying fin skeletal patterning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.08.548238. [PMID: 37461516 PMCID: PMC10350090 DOI: 10.1101/2023.07.08.548238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Fraser Syndrome is a rare, multisystemic autosomal recessive disorder characterized by disrupted epithelial-mesenchymal associations upon loss of Fraser Complex genes. Disease manifestation and affected organs are highly variable. Digit malformations such as syndactyly are common but of unclear developmental origins. We explored if zebrafish fraser extracellular matrix complex subunit 1 (fras1) mutants model Fraser Syndrome-associated appendicular skeleton patterning defects. Approximately 10% of fras1 mutants survive to adulthood, displaying striking and varied fin abnormalities, including endochondral bone fusions, ectopic cartilage, and disrupted caudal fin symmetry. The fins of surviving fras1 mutants frequently have fewer and unbranched bony rays. fras1 mutant fins regenerate to their original size but with exacerbated ray branching and fin symmetry defects. Single cell RNA-Seq analysis, in situ hybridizations, and antibody staining show specific Fraser complex expression in the basal epidermis during regenerative outgrowth. Fras1 and Fraser Complex component Frem2 accumulate along the basal side of distal-most basal epidermal cells. Greatly reduced and mislocalized Frem2 accompanies loss of Fras1 in fras1 mutants. The Sonic hedgehog signaling between distal basal epidermis and adjacent mesenchymal pre-osteoblasts that promotes ray branching persists upon Fraser Complex loss. However, fras1 mutant regenerating fins exhibit extensive sub-epidermal blistering associated with a disorganized basal epidermis and adjacent pre-osteoblasts. We propose Fraser Complex-supported tissue layer adhesion enables robust integrated tissue morphogenesis involving the basal epidermis and osteoblasts. Further, we establish zebrafish fin development and regeneration as an accessible model to explore mechanisms of Fraser Syndrome-associated digit defects and Fraser Complex function at epithelial-mesenchymal interfaces.
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Diamond KM, Rolfe SM, Kwon RY, Maga AM. Computational anatomy and geometric shape analysis enables analysis of complex craniofacial phenotypes in zebrafish. Biol Open 2022; 11:bio058948. [PMID: 35072203 PMCID: PMC8864294 DOI: 10.1242/bio.058948] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 01/11/2022] [Indexed: 11/20/2022] Open
Abstract
Due to the complexity of fish skulls, previous attempts to classify craniofacial phenotypes have relied on qualitative features or sparce 2D landmarks. In this work we aim to identify previously unknown 3D craniofacial phenotypes with a semiautomated pipeline in adult zebrafish mutants. We first estimate a synthetic 'normative' zebrafish template using MicroCT scans from a sample pool of wild-type animals using the Advanced Normalization Tools (ANTs). We apply a computational anatomy (CA) approach to quantify the phenotype of zebrafish with disruptions in bmp1a, a gene implicated in later skeletal development and whose human ortholog when disrupted is associated with Osteogenesis Imperfecta. Compared to controls, the bmp1a fish have larger otoliths, larger normalized centroid sizes, and exhibit shape differences concentrated around the operculum, anterior frontal, and posterior parietal bones. Moreover, bmp1a fish differ in the degree of asymmetry. Our CA approach offers a potential pipeline for high-throughput screening of complex fish craniofacial shape to discover novel phenotypes for which traditional landmarks are too sparce to detect. The current pipeline successfully identifies areas of variation in zebrafish mutants, which are an important model system for testing genome to phenome relationships in the study of development, evolution, and human diseases. This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Kelly M. Diamond
- Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, WA 98101, USA
| | - Sara M. Rolfe
- Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, WA 98101, USA
- Friday Harbor Marine Laboratories, University of Washington, San Juan, WA 98250, USA
| | - Ronald Y. Kwon
- Department of Orthopedics and Sports Medicine, University of Washington, Seattle, WA 98195, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
| | - A. Murat Maga
- Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, WA 98101, USA
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
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Witten PE, Huysseune A, Maisey JG, Winkler C, Gong Z. A boost for fish skeletal research. JOURNAL OF FISH BIOLOGY 2021; 98:903-905. [PMID: 32981104 DOI: 10.1111/jfb.14556] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 09/24/2020] [Indexed: 06/11/2023]
Affiliation(s)
- P Eckhard Witten
- Evolutionary Developmental Biology, Biology Department, Ghent University, Ghent, Belgium
| | - Ann Huysseune
- Evolutionary Developmental Biology, Biology Department, Ghent University, Ghent, Belgium
| | - John G Maisey
- Vertebrate Paleontology, American Museum of Natural History, New York, New York, USA
| | - Christoph Winkler
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Zhiyuan Gong
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
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Mitchell JM, Sucharov J, Pulvino AT, Brooks EP, Gillen AE, Nichols JT. The alx3 gene shapes the zebrafish neurocranium by regulating frontonasal neural crest cell differentiation timing. Development 2021; 148:dev197483. [PMID: 33741714 PMCID: PMC8077506 DOI: 10.1242/dev.197483] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 03/12/2021] [Indexed: 12/30/2022]
Abstract
During craniofacial development, different populations of cartilage- and bone-forming cells develop in precise locations in the head. Most of these cells are derived from pluripotent cranial neural crest cells and differentiate with distinct developmental timing and cellular morphologies. The mechanisms that divide neural crest cells into discrete populations are not fully understood. Here, we use single-cell RNA sequencing to transcriptomically define different populations of cranial neural crest cells. We discovered that the gene family encoding the Alx transcription factors is enriched in the frontonasal population of neural crest cells. Genetic mutant analyses indicate that alx3 functions to regulate the distinct differentiation timing and cellular morphologies among frontonasal neural crest cell subpopulations. This study furthers our understanding of how genes controlling developmental timing shape craniofacial skeletal elements.
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Affiliation(s)
- Jennyfer M. Mitchell
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Juliana Sucharov
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Anthony T. Pulvino
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Elliott P. Brooks
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Austin E. Gillen
- RNA Bioscience Initiative, Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO 80045, USA
- Department of Medicine, Division of Hematology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - James T. Nichols
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- RNA Bioscience Initiative, Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO 80045, USA
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