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Buccardi M, Grandi A, Ferrini E, Buseghin D, Villetti G, Civelli M, Sverzellati N, Aliverti A, Pennati F, Stellari FF. Micro-CT-assisted identification of the optimal time-window for antifibrotic treatment in a bleomycin mouse model of long-lasting pulmonary fibrosis. Sci Rep 2024; 14:14792. [PMID: 38926490 PMCID: PMC11208517 DOI: 10.1038/s41598-024-65030-3] [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: 03/12/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
Idiopathic Pulmonary Fibrosis (IPF) is a debilitating and fatal lung disease characterized by the excessive formation of scar tissue and decline of lung function. Despite extensive research, only two FDA-approved drugs exist for IPF, with limited efficacy and relevant side effects. Thus, there is an urgent need for new effective therapies, whose discovery strongly relies on IPF animal models. Despite some limitations, the Bleomycin (BLM)-induced lung fibrosis mouse model is widely used for antifibrotic drug discovery and for investigating disease pathogenesis. The initial acute inflammation triggered by BLM instillation and the spontaneous fibrosis resolution that occurs after 3 weeks are the major drawbacks of this system. In the present study, we applied micro-CT technology to a longer-lasting, triple BLM administration fibrosis mouse model to define the best time-window for Nintedanib (NINT) treatment. Two different treatment regimens were examined, with a daily NINT administration from day 7 to 28 (NINT 7-28), and from day 14 to 28 (NINT 14-28). For the first time, we automatically derived both morphological and functional readouts from longitudinal micro-CT. NINT 14-28 showed significant effects on morphological parameters after just 1 week of treatment, while no modulations of these biomarkers were observed during the preceding 7-14-days period, likely due to persistent inflammation. Micro-CT morphological data evaluated on day 28 were confirmed by lung histology and bronchoalveolar lavage fluid (BALF) cells; Once again, the NINT 7-21 regimen did not provide substantial benefits over the NINT 14-28. Interestingly, both NINT treatments failed to improve micro-CT-derived functional parameters. Altogether, our findings support the need for optimized protocols in preclinical studies to expedite the drug discovery process for antifibrotic agents. This study represents a significant advancement in pulmonary fibrosis animal modeling and antifibrotic treatment understanding, with the potential for improved translatability through the concurrent structural-functional analysis offered by longitudinal micro-CT.
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Affiliation(s)
- Martina Buccardi
- Department of Mathematical, Physical and Computer Sciences, University of Parma, Parma, Italy
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | - Andrea Grandi
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | - Erica Ferrini
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
- Department of Veterinary Science, University of Parma, Parma, Italy
| | - Davide Buseghin
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- ANTHEM (AdvaNced Technologies for Human-centrEd Medicine), Spoke 3, Milan, Italy
| | - Gino Villetti
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | - Maurizio Civelli
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | | | - Andrea Aliverti
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
| | - Francesca Pennati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
| | - Franco Fabio Stellari
- Experimental Pharmacology and Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy.
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Grandi A, Ferrini E, Zoboli M, Buseghin D, Pennati F, Khalajzeyqami Z, Ciccimarra R, Villetti G, Stellari FF. A mouse model of progressive lung fibrosis with cutaneous involvement induced by a combination of oropharyngeal and osmotic minipump bleomycin delivery. Am J Physiol Lung Cell Mol Physiol 2024; 326:L736-L753. [PMID: 38651940 DOI: 10.1152/ajplung.00408.2023] [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: 12/22/2023] [Revised: 03/01/2024] [Accepted: 03/22/2024] [Indexed: 04/25/2024] Open
Abstract
Systemic sclerosis (SSc) with interstitial lung disease (SSc-ILD) lacks curative pharmacological treatments, thus necessitating effective animal models for candidate drug discovery. Existing bleomycin (BLM)-induced SSc-ILD mouse models feature spatially limited pulmonary fibrosis, spontaneously resolving after 28 days. Here, we present an alternative BLM administration approach in female C57BL/6 mice, combining oropharyngeal aspiration (OA) and subcutaneous mini-pump delivery (pump) of BLM to induce a sustained and more persistent fibrosis, while retaining stable skin fibrosis. A dose-finding study was performed with BLM administered as 10 µg (OA) +80 mg/kg (pump) (10 + 80), 10 + 100, and 15 + 100. Forty-two days after OA, micro-computed tomography (micro-CT) imaging and histomorphometric analyses showed that the 10 + 100 and 15 + 100 treatments induced significant alterations in lung micro-CT-derived readouts, Ashcroft score, and more severe fibrosis grades compared with saline controls. In addition, a marked reduction in hypodermal thickness was observed in the 15 + 100 group. A time-course characterization of the BLM 15 + 100 treatment at days 28, 35, and 42, including longitudinal micro-CT imaging, revealed progressing alterations in lung parameters. Lung histology highlighted a sustained fibrosis accompanied by a reduction in hypodermis thickness throughout the explored time-window, with a time-dependent increase in fibrotic biomarkers detected by immunofluorescence analysis. BLM-induced alterations were partly mitigated by Nintedanib treatment. Our optimized BLM delivery approach leads to extensive and persistent lung fibrotic lesions coupled with cutaneous fibrotic alterations: it thus represents a significant advance compared with current preclinical models of BLM-induced SSc-ILD.NEW & NOTEWORTHY This study introduces an innovative approach to enhance the overall performance of the mouse bleomycin (BLM)-induced model for systemic sclerosis with interstitial lung disease (SSc-ILD). By combining oropharyngeal aspiration and subcutaneous mini-pump delivery of BLM, our improved model leads to sustained lung fibrosis and stable skin fibrosis in female C57BL/6 mice. The optimized 15 + 100 treatment results in extensive and persistent lung fibrotic lesions and thus represents a significant improvement over existing preclinical models of BLM-induced SSc-ILD.
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Affiliation(s)
- Andrea Grandi
- Chiesi Farmaceutici S.p.A., Corporate Pre-Clinical R&D, Parma, Italy
| | - Erica Ferrini
- Chiesi Farmaceutici S.p.A., Corporate Pre-Clinical R&D, Parma, Italy
- Department of Veterinary Science, University of Parma, Parma, Italy
| | - Matteo Zoboli
- Department of Veterinary Science, University of Parma, Parma, Italy
| | - Davide Buseghin
- Chiesi Farmaceutici S.p.A., Corporate Pre-Clinical R&D, Parma, Italy
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- ANTHEM (AdvaNced Technologies for Human-centrEd Medicine), Milan, Italy
| | - Francesca Pennati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
| | - Zahra Khalajzeyqami
- Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | | | - Gino Villetti
- Chiesi Farmaceutici S.p.A., Corporate Pre-Clinical R&D, Parma, Italy
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Zhu H, Sharma AK, Aguilar K, Boghani F, Sarcan S, George M, Ramesh J, Van Der Eerden J, Panda CS, Lopez A, Zhi W, Bollag R, Patel N, Klein K, White J, Thangaraju M, Lokeshwar BL, Singh N, Lokeshwar VB. Simple virus-free mouse models of COVID-19 pathologies and oral therapeutic intervention. iScience 2024; 27:109191. [PMID: 38433928 PMCID: PMC10906509 DOI: 10.1016/j.isci.2024.109191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/19/2023] [Accepted: 02/06/2024] [Indexed: 03/05/2024] Open
Abstract
The paucity of preclinical models that recapitulate COVID-19 pathology without requiring SARS-COV-2 adaptation and humanized/transgenic mice limits research into new therapeutics against the frequently emerging variants-of-concern. We developed virus-free models by C57BL/6 mice receiving oropharyngeal instillations of a SARS-COV-2 ribo-oligonucleotide common in all variants or specific to Delta/Omicron variants, concurrently with low-dose bleomycin. Mice developed COVID-19-like lung pathologies including ground-glass opacities, interstitial fibrosis, congested alveoli, and became moribund. Lung tissues from these mice and bronchoalveolar lavage and lung tissues from patients with COVID-19 showed elevated levels of hyaluronic acid (HA), HA-family members, an inflammatory signature, and immune cell infiltration. 4-methylumbelliferone (4-MU), an oral drug for biliary-spasm treatment, inhibits HA-synthesis. At the human equivalent dose, 4-MU prevented/inhibited COVID-19-like pathologies and long-term morbidity; 4-MU and metabolites accumulated in mice lungs. Therefore, these versatile SARS-COV-2 ribo-oligonucleotide oropharyngeal models recapitulate COVID-19 pathology, with HA as its critical mediator and 4-MU as a potential therapeutic for COVID-19.
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Affiliation(s)
- Huabin Zhu
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Anuj K. Sharma
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Karina Aguilar
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Faizan Boghani
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Semih Sarcan
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Michelle George
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Janavi Ramesh
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Joshua Van Der Eerden
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Chandramukhi S. Panda
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Aileen Lopez
- Clinical Trials Office, Augusta University, 1521 Pope Avenue, Augusta, GA 30912, USA
| | - Wenbo Zhi
- Department of Obstetrics and Gynecology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Roni Bollag
- Department of Pathology and Biorepository Alliance of Georgia, Medical College of Georgia, Augusta University, 1120 15th St, Augusta, GA 30912, USA
- Georgia Cancer Center, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Nikhil Patel
- Department of Pathology and Biorepository Alliance of Georgia, Medical College of Georgia, Augusta University, 1120 15th St, Augusta, GA 30912, USA
| | - Kandace Klein
- Department of Radiology and Imaging, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA
| | - Joe White
- Department of Pathology and Biorepository Alliance of Georgia, Medical College of Georgia, Augusta University, 1120 15th St, Augusta, GA 30912, USA
| | - Muthusamy Thangaraju
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Bal L. Lokeshwar
- Georgia Cancer Center, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Nagendra Singh
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
| | - Vinata B. Lokeshwar
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA 30912, USA
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Pennati F, Belenkov S, Buccardi M, Ferrini E, Sverzellati N, Villetti G, Aliverti A, Stellari FF. Multiphase micro-computed tomography reconstructions provide dynamic respiratory function in a mouse lung fibrosis model. iScience 2024; 27:109262. [PMID: 38433926 PMCID: PMC10907835 DOI: 10.1016/j.isci.2024.109262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/13/2023] [Accepted: 02/14/2024] [Indexed: 03/05/2024] Open
Abstract
Micro-computed tomography derived functional biomarkers used in lung disease research can significantly complement end-stage histomorphometric measures while also allowing for longitudinal studies. However, no approach for visualizing lung dynamics across a full respiratory cycle has yet been described. Using bleomycin-induced lung fibrosis and the antifibrotic drug nintedanib as a test model, we implemented a four-dimensional (4D) micro-CT imaging approach consisting of 30 reconstructed volumes per respiratory cycle, coupled with deep-learning-assisted segmentation of lung volumes. 4D micro-CT provided an accurate description of inhalatory and exhalatory lung dynamics under resting conditions and revealed an inflammation-related obstructive pattern at day 7, followed by a restrictive pattern associated with fibrosis development at day 21. A milder restriction and fibrotic pathology resulted from nintedanib treatment. The similarity of 4D micro-CT data with those produced by diagnostic measurements, also points to its great potential as an exploratory tool for the discovery of clinically relevant therapeutic compounds.
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Affiliation(s)
- Francesca Pennati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy
| | | | - Martina Buccardi
- Department of Mathematical, Physical and Computer Sciences, University of Parma, Parma, Italy
| | - Erica Ferrini
- Department of Veterinary Science, University of Parma, Parma, Italy
| | | | - Gino Villetti
- Pharmacology and Toxicology Department Corporate Pre-Clinical R&D, Chiesi Farmaceutici S.p.A., Parma, Italy
| | - Andrea Aliverti
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy
| | - Franco Fabio Stellari
- Pharmacology and Toxicology Department Corporate Pre-Clinical R&D, Chiesi Farmaceutici S.p.A., Parma, Italy
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Zhang PH, Zhang WW, Wang SS, Wu CH, Ding YD, Wu XY, Smith FG, Hao Y, Jin SW. Efficient pulmonary lymphatic drainage is necessary for inflammation resolution in ARDS. JCI Insight 2024; 9:e173440. [PMID: 37971881 PMCID: PMC10906459 DOI: 10.1172/jci.insight.173440] [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: 06/27/2023] [Accepted: 11/14/2023] [Indexed: 11/19/2023] Open
Abstract
The lymphatic vasculature is the natural pathway for the resolution of inflammation, yet the role of pulmonary lymphatic drainage function in sepsis-induced acute respiratory distress syndrome (ARDS) remains poorly characterized. In this study, indocyanine green-near infrared lymphatic living imaging was performed to examine pulmonary lymphatic drainage function in septic mouse models. We found that the pulmonary lymphatic drainage was impaired owing to the damaged lymphatic structure in sepsis-induced ARDS. Moreover, prior lymphatic defects by blocking vascular endothelial growth factor receptor-3 (VEGFR-3) worsened sepsis-induced lymphatic dysfunction and inflammation. Posttreatment with vascular endothelial growth factor-C (Cys156Ser) (VEGF-C156S), a ligand of VEGFR-3, ameliorated lymphatic drainage by rejuvenating lymphatics to reduce the pulmonary edema and promote draining of pulmonary macrophages and neutrophils to pretracheal lymph nodes. Meanwhile, VEGF-C156S posttreatment reversed sepsis-inhibited CC chemokine ligand 21 (CCL21), which colocalizes with pulmonary lymphatic vessels. Furthermore, the advantages of VEGF-C156S on the drainage of inflammatory cells and edema fluid were abolished by blocking VEGFR-3 or CCL21. These results suggest that efficient pulmonary lymphatic drainage is necessary for inflammation resolution in ARDS. Our findings offer a therapeutic approach to sepsis-induced ARDS by promoting lymphatic drainage function.
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Affiliation(s)
- Pu-hong Zhang
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Wen-wu Zhang
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Shun-shun Wang
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Cheng-hua Wu
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Yang-dong Ding
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Xin-yi Wu
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Fang Gao Smith
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Academic Department of Anesthesia, Critical Care, Resuscitation and Pain, Heart of England NHS Foundation Trust, Birmingham, United Kingdom
| | - Yu Hao
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
| | - Sheng-wei Jin
- Department of Anaesthesia and Critical Care, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Pediatric Anesthesiology, Ministry of Education, Wenzhou Medical University, Zhejiang, China
- Key Laboratory of Anesthesiology of Zhejiang Province, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Zhejiang, China
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Ayilya BL, Balde A, Ramya M, Benjakul S, Kim SK, Nazeer RA. Insights on the mechanism of bleomycin to induce lung injury and associated in vivo models: A review. Int Immunopharmacol 2023; 121:110493. [PMID: 37331299 DOI: 10.1016/j.intimp.2023.110493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 05/24/2023] [Accepted: 06/09/2023] [Indexed: 06/20/2023]
Abstract
Acute lung injury leads to the development of chronic conditions such as idiopathic pulmonary fibrosis (IPF), chronic obstructive pulmonary disease (COPD), asthma as well as alveolar sarcoma. Various investigations are being performed worldwide to understand the pathophysiology of these diseases, develop novel bioactive compounds and inhibitors to target the ailment. Generally, in vivo models are used to understand the disease outcome and therapeutic suppressing effects for which the animals are chemically or physically induced to mimic the onset of definite disease conditions. Amongst the chemical inducing agents, Bleomycin (BLM) is the most successful inducer. It is reported to target various receptors and activate inflammatory pathways, cellular apoptosis, epithelial mesenchymal transition leading to the release of inflammatory cytokines, and proteases. Mice is one of the most widely used animal model for BLM induced pulmonary associated studies apart from rat, rabbit, sheep, pig, and monkey. Although, there is considerable variation amongst in vivo studies for BLM induction which suggests a detailed study on the same to understand the mechanism of action of BLM at molecular level. Hence, herein we have reviewed various chemical inducers, mechanism of action of BLM in inducing lung injury in vivo, its advantages and disadvantages. Further, we have also discussed the rationale behind various in vivo models and recent development in BLM induction for various animals.
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Affiliation(s)
- Bakthavatchalam Loganathan Ayilya
- Biopharmaceuticals Lab, Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, Tamil Nadu, India
| | - Akshad Balde
- Biopharmaceuticals Lab, Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, Tamil Nadu, India
| | - Murugadoss Ramya
- Biopharmaceuticals Lab, Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, Tamil Nadu, India
| | - Soottawat Benjakul
- Department of Food Technology, Faculty of Agro-Industry, Prince of Songkhla University, 90112 Hat Yai, Songkhla, Thailand
| | - Se-Kwon Kim
- Department of Marine Science and Convergence Engineering, Hanyang University, Ansan 11558, Gyeonggi-do, South Korea
| | - Rasool Abdul Nazeer
- Biopharmaceuticals Lab, Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, Tamil Nadu, India.
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Buccardi M, Ferrini E, Pennati F, Vincenzi E, Ledda RE, Grandi A, Buseghin D, Villetti G, Sverzellati N, Aliverti A, Stellari FF. A fully automated micro‑CT deep learning approach for precision preclinical investigation of lung fibrosis progression and response to therapy. Respir Res 2023; 24:126. [PMID: 37161569 PMCID: PMC10170869 DOI: 10.1186/s12931-023-02432-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/24/2023] [Indexed: 05/11/2023] Open
Abstract
Micro-computed tomography (µCT)-based imaging plays a key role in monitoring disease progression and response to candidate drugs in various animal models of human disease, but manual image processing is still highly time-consuming and prone to operator bias. Focusing on an established mouse model of bleomycin (BLM)-induced lung fibrosis we document, here, the ability of a fully automated deep-learning (DL)-based model to improve and speed-up lung segmentation and the precise measurement of morphological and functional biomarkers in both the whole lung and in individual lobes. µCT-DL whose results were overall highly consistent with those of more conventional, especially histological, analyses, allowed to cut down by approximately 45-fold the time required to analyze the entire dataset and to longitudinally follow fibrosis evolution and response to the human-use-approved drug Nintedanib, using both inspiratory and expiratory μCT. Particularly significant advantages of this µCT-DL approach, are: (i) its reduced experimental variability, due to the fact that each animal acts as its own control and the measured, operator bias-free biomarkers can be quantitatively compared across experiments; (ii) its ability to monitor longitudinally the spatial distribution of fibrotic lesions, thus eliminating potential confounding effects associated with the more severe fibrosis observed in the apical region of the left lung and the compensatory effects taking place in the right lung; (iii) the animal sparing afforded by its non-invasive nature and high reliability; and (iv) the fact that it can be integrated into different drug discovery pipelines with a substantial increase in both the speed and robustness of the evaluation of new candidate drugs. The µCT-DL approach thus lends itself as a powerful new tool for the precision preclinical monitoring of BLM-induced lung fibrosis and other disease models as well. Its ease of operation and use of standard imaging instrumentation make it easily transferable to other laboratories and to other experimental settings, including clinical diagnostic applications.
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Affiliation(s)
- Martina Buccardi
- Department of Mathematical, Physical and Computer Sciences, University of Parma, Parma, Italy
- Experimental Pharmacology & Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | - Erica Ferrini
- Department of Veterinary Science, University of Parma, Parma, Italy
| | - Francesca Pennati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico Di Milano, Milan, Italy
| | - Elena Vincenzi
- Department of Computer Science, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
- Camelot Biomedical System S.R.L, Via Al Ponte Reale 2/20, 16124, Genoa, Italy
| | | | - Andrea Grandi
- Experimental Pharmacology & Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | - Davide Buseghin
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Gino Villetti
- Experimental Pharmacology & Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy
| | | | - Andrea Aliverti
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico Di Milano, Milan, Italy
| | - Franco Fabio Stellari
- Experimental Pharmacology & Translational Science Department, Chiesi Farmaceutici S.P.A, 43122, Parma, Italy.
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