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Wolf T, Rosengarten J, Härtel I, Stitz J, Barbe S. A Hydrodynamic Approach to the Study of HIV Virus-Like Particle (VLP) Tangential Flow Filtration. MEMBRANES 2022; 12:membranes12121248. [PMID: 36557156 PMCID: PMC9783767 DOI: 10.3390/membranes12121248] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 11/21/2022] [Accepted: 12/06/2022] [Indexed: 05/12/2023]
Abstract
Emerging as a promising pathway to HIV vaccines, Virus-Like Particles (VLPs) have drawn considerable attention in recent years. A challenge of working with HIV VLPs in biopharmaceutical processes is their low rigidity, and factors such as shear stress, osmotic pressure and pH variation have to be reduced during their production. In this context, the purification and concentration of VLPs are often achieved by means of Tangential Flow Filtration (TFF) involving ultrafiltration hollow fiber modules. Despite the urgent need for robust upscaling strategies and further process cost reduction, very little attention has been dedicated to the identification of the mechanisms limiting the performance of HIV VLP TFF processes. In this work, for the first time, a hydrodynamic approach based on particle friction was successfully developed as a methodology for both the optimization and the upscaling of HIV VLP TFF. Friction forces acting on near-membrane HIV VLPs are estimated, and the plausibility of the derived static coefficients of friction is discussed. The particle friction-based model seems to be very suitable for the fitting of experimental data related to HIV VLP TFF as well as for upscaling projections. According to our predictions, there is still considerable room for improvement of HIV VLP TFF, and operating this process at slightly higher flow velocities may dramatically enhance the efficiency of VLP purification and concentration. This work offers substantial guidance to membrane scientists during the design of upscaling strategies for HIV VLP TFF.
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Affiliation(s)
- Tobias Wolf
- Research Group Process Engineering, Faculty of Applied Natural Sciences, TH Köln—University of Applied Sciences, Campusplatz 1, 51379 Leverkusen, Germany
- Institute of Technical Chemistry, Leibniz University Hannover, Callinstraße 5, 30167 Hannover, Germany
- Correspondence:
| | - Jamila Rosengarten
- Institute of Technical Chemistry, Leibniz University Hannover, Callinstraße 5, 30167 Hannover, Germany
- Research Group Pharmaceutical Biotechnology, Faculty of Applied Natural Sciences, TH Köln—University of Applied Sciences, Campusplatz 1, 51379 Leverkusen, Germany
| | - Ina Härtel
- Research Group Process Engineering, Faculty of Applied Natural Sciences, TH Köln—University of Applied Sciences, Campusplatz 1, 51379 Leverkusen, Germany
| | - Jörn Stitz
- Research Group Pharmaceutical Biotechnology, Faculty of Applied Natural Sciences, TH Köln—University of Applied Sciences, Campusplatz 1, 51379 Leverkusen, Germany
| | - Stéphan Barbe
- Research Group Process Engineering, Faculty of Applied Natural Sciences, TH Köln—University of Applied Sciences, Campusplatz 1, 51379 Leverkusen, Germany
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Domínguez-Rodríguez S, Tagarro A, Foster C, Palma P, Cotugno N, Zicari S, Ruggiero A, de Rossi A, Dalzini A, Pahwa S, Rinaldi S, Nastouli E, Marcelin AG, Dorgham K, Sauce D, Gartner K, Rossi P, Giaquinto C, Rojo P. Clinical, Virological and Immunological Subphenotypes in a Cohort of Early Treated HIV-Infected Children. Front Immunol 2022; 13:875692. [PMID: 35592310 PMCID: PMC9111748 DOI: 10.3389/fimmu.2022.875692] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/31/2022] [Indexed: 02/02/2023] Open
Abstract
Background Identifying subphenotypes within heterogeneous diseases may have an impact in terms of therapeutic options. In this study, we aim to assess different subphenotypes in children living with human immunodeficiency virus (HIV-1), according to the clinical, virological, and immunological characteristics. Methods We collected clinical and sociodemographic data, baseline viral load (VL), CD4 and CD8 count and percentage, age at initiation of ART, HIV DNA reservoir size in peripheral blood mononuclear cells (PBMCs), cell-associated RNA (CA-RNA), ultrasensitive VL, CD4 subsets (T effector CD25+, activated memory cells, Treg cells), humoral-specific HIV response (T-bet B cells), innate response (CD56dim natural killer (NK) cells, NKp46+, perforin), exhaustion markers (PD-1, PD-L1, DNAM), CD8 senescence, and biomarkers for T-lymphocyte thymic output (TREC) and endothelial activation (VCAM). The most informative variables were selected using an unsupervised lasso-type penalty selection for sparse clustering. Hierarchical clustering was performed using Pearson correlation as the distance metric and WARD.D2 as the clustering method. Internal validation was applied to select the best number of clusters. To compare the characteristics among clusters, boxplot and Kruskal Wallis test were assessed. Results Three subphenotypes were discovered (cluster1: n=18, 45%; cluster2: n=11, 27.5%; cluster3: n=11, 27.5%). Patients in cluster1 were treated earlier, had higher baseline %CD4, low HIV reservoir size, low western blot score, higher TREC values, and lower VCAM values than the patients in the other clusters. In contrast, cluster3 was the less favorable. Patients were treated later and presented poorer outcomes with lower %CD4, and higher reservoir size, along with a higher percentage of CD8 immunosenescent cells, lower TREC, higher VCAM cytokine, and a higher %CD4 PD-1. Cluster2 was intermediate. Patients were like those of cluster1, but had lower levels of t-bet expression and higher HIV DNA reservoir size. Conclusions Three HIV pediatric subphenotypes with different virological and immunological features were identified. The most favorable cluster was characterized by a higher rate of immune reconstitution and a slower disease progression, and the less favorable with more senescence and high reservoir size. In the near future therapeutic interventions for a path of a cure might be guided or supported by the different subphenotypes.
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Affiliation(s)
- Sara Domínguez-Rodríguez
- Pediatric Infectious Diseases Unit, Fundación para la Investigación Biomédica del Hospital 12 de Octubre, Madrid, Spain
| | - Alfredo Tagarro
- Pediatric Infectious Diseases Unit, Fundación para la Investigación Biomédica del Hospital 12 de Octubre, Madrid, Spain.,Department of Pediatrics, Fundación para la Investigación e Innovación Biomédica del Hospital Universitario Infanta Sofía y Hospital Universitario del Henares, Madrid, Spain
| | - Caroline Foster
- Department of Pediatrics, Imperial College Healthcare National Health Service (NHS) Trust., London, United Kingdom
| | - Paolo Palma
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy.,Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Nicola Cotugno
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy.,Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Sonia Zicari
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy
| | - Alessandra Ruggiero
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy
| | - Anita de Rossi
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Section of Oncology and Immunology, University of Padua, Padua, Italy
| | - Annalisa Dalzini
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Section of Oncology and Immunology, University of Padua, Padua, Italy
| | - Savita Pahwa
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Stefano Rinaldi
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Eleni Nastouli
- Infection, Immunity & Inflammation Department, University College of London (UCL) Great Ormond Street Institute of Child Health (GOS), London, United Kingdom
| | - Anne-Geneviève Marcelin
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Centre d'Immunologie et des Maladies Infectieuses, Cimi-Paris, Paris, France
| | - Karim Dorgham
- Sorbonne Université, Inserm, Centre d'Immunologie et des Maladies Infectieuses, Cimi-Paris, Paris, France
| | - Delphine Sauce
- Sorbonne Université, Inserm, Centre d'Immunologie et des Maladies Infectieuses, Cimi-Paris, Paris, France
| | - Kathleen Gartner
- Infection, Immunity & Inflammation Department, University College of London (UCL) Great Ormond Street Institute of Child Health (GOS), London, United Kingdom
| | - Paolo Rossi
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy.,Academic Department of Pediatrics (DPUO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ospedale Pediatrico Bambino Gesu, Rome, Italy
| | - Carlo Giaquinto
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Section of Oncology and Immunology, University of Padua, Padua, Italy
| | - Pablo Rojo
- Pediatric Infectious Diseases Unit, Fundación para la Investigación Biomédica del Hospital 12 de Octubre, Madrid, Spain
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3
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Affiliation(s)
- Hongzhou Lu
- Department of Infectious Diseases, Shanghai Public Health Clinical Center , Shanghai , People's Republic of China.,Department of Infectious Diseases, Huashan Hospital, Fudan University , Shanghai , People's Republic of China
| | - Yi-Wei Tang
- Department of Laboratory Medicine, Department of Internal Medicine, Memorial Sloan Kettering Cancer Center , New York , USA.,Department of Pathology and Laboratory Medicine, Weill Medical College of Cornell University , New York , USA
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Fernández-Carballo BL, McBeth C, McGuiness I, Kalashnikov M, Baum C, Borrós S, Sharon A, Sauer-Budge AF. Continuous-flow, microfluidic, qRT-PCR system for RNA virus detection. Anal Bioanal Chem 2017; 410:33-43. [PMID: 29116351 DOI: 10.1007/s00216-017-0689-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 09/12/2017] [Accepted: 10/04/2017] [Indexed: 11/24/2022]
Abstract
One of the main challenges in the diagnosis of infectious diseases is the need for rapid and accurate detection of the causative pathogen in any setting. Rapid diagnosis is key to avoiding the spread of the disease, to allow proper clinical decisions to be made in terms of patient treatment, and to mitigate the rise of drug-resistant pathogens. In the last decade, significant interest has been devoted to the development of point-of-care reverse transcription polymerase chain reaction (PCR) platforms for the detection of RNA-based viral pathogens. We present the development of a microfluidic, real-time, fluorescence-based, continuous-flow reverse transcription PCR system. The system incorporates a disposable microfluidic chip designed to be produced industrially with cost-effective roll-to-roll embossing methods. The chip has a long microfluidic channel that directs the PCR solution through areas heated to different temperatures. The solution first travels through a reverse transcription zone where RNA is converted to complementary DNA, which is later amplified and detected in real time as it travels through the thermal cycling area. As a proof of concept, the system was tested for Ebola virus detection. Two different master mixes were tested, and the limit of detection of the system was determined, as was the maximum speed at which amplification occurred. Our results and the versatility of our system suggest its promise for the detection of other RNA-based viruses such as Zika virus or chikungunya virus, which constitute global health threats worldwide. Graphical abstract Photograph of the RT-PCR thermoplastic chip.
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Affiliation(s)
- B Leticia Fernández-Carballo
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA.,Grup d'Enginyeria de Materials (GEMAT), Institut Químic de Sarrià, Universitat Ramón Llull, Via Augusta 390, 08017, Barcelona, Spain
| | - Christine McBeth
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA
| | - Ian McGuiness
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA
| | - Maxim Kalashnikov
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA
| | - Christoph Baum
- Fraunhofer Institute for Production Technology, Steinbachstr. 17, 52074, Aachen, Germany
| | - Salvador Borrós
- Grup d'Enginyeria de Materials (GEMAT), Institut Químic de Sarrià, Universitat Ramón Llull, Via Augusta 390, 08017, Barcelona, Spain
| | - Andre Sharon
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA.,Mechanical Engineering Department, Boston University, 110 Cummington Mall, Boston, MA, 02215, USA
| | - Alexis F Sauer-Budge
- Fraunhofer USA - Center for Manufacturing Innovation, 15 Saint Mary's Street, Brookline, MA, 02446, USA. .,Biomedical Engineering Department, Boston University, 44 Cummington Mall, Boston, MA, 02215, USA.
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5
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Das S, Shibib DR, Vernon MO. The new frontier of diagnostics: Molecular assays and their role in infection prevention and control. Am J Infect Control 2017; 45:158-169. [PMID: 28159066 PMCID: PMC7115290 DOI: 10.1016/j.ajic.2016.08.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 08/19/2016] [Accepted: 08/19/2016] [Indexed: 01/05/2023]
Abstract
Recent advances in technology over the last decade have propelled the microbiology laboratory into a pivotal role in infection prevention and control. The rapid adaptation of molecular technologies to the field of clinical microbiology now greatly influences infectious disease management and significantly impacts infection control practices. This review discusses recent developments in molecular techniques in the diagnosis of infectious diseases. It describes the basic concepts of molecular assays, discusses their advantages and limitations, and characterizes currently available commercial assays with respect to cost, interpretive requirements, and clinical utility.
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Mauk M, Song J, Bau HH, Gross R, Bushman FD, Collman RG, Liu C. Miniaturized devices for point of care molecular detection of HIV. LAB ON A CHIP 2017; 17:382-394. [PMID: 28092381 PMCID: PMC5285266 DOI: 10.1039/c6lc01239f] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The HIV pandemic affects 36.7 million people worldwide, predominantly in resource-poor settings. Nucleic acid-based molecular detection of HIV plays a significant role in antiretroviral treatment monitoring for HIV patients, as well as diagnosis of HIV infection in infants. Currently available molecular diagnostic methods are complex, time-consuming and relatively expensive, thus limiting their use in resource-poor settings. Recent advances in microfluidics technology have made possible low-cost integrated miniaturized devices for molecular detection and quantification of HIV at the point of care. We review recent technical advances in molecular testing of HIV using microfluidic technology, with a focus on assays based on isothermal nucleic acid amplification. Microfluidic components for sample preparation, isothermal amplification and result detection are discussed and compared. We also discuss the challenges and future directions for developing an integrated "sample-to-result" microfluidic platform for HIV molecular detection.
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Affiliation(s)
- Michael Mauk
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
| | - Jinzhao Song
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
| | - Haim H Bau
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
| | - Robert Gross
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA and Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Frederic D Bushman
- Department of Microbiology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Ronald G Collman
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA and Department of Microbiology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Changchun Liu
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
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7
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Molecular Diagnostics and the Changing Face of Point-of-Care. Mol Microbiol 2016. [DOI: 10.1128/9781555819071.ch39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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8
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Integrated Microfluidic Nucleic Acid Isolation, Isothermal Amplification, and Amplicon Quantification. MICROARRAYS 2015; 4:474-89. [PMID: 27600235 PMCID: PMC4996405 DOI: 10.3390/microarrays4040474] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2015] [Revised: 10/02/2015] [Accepted: 10/10/2015] [Indexed: 02/06/2023]
Abstract
Microfluidic components and systems for rapid (<60 min), low-cost, convenient, field-deployable sequence-specific nucleic acid-based amplification tests (NAATs) are described. A microfluidic point-of-care (POC) diagnostics test to quantify HIV viral load from blood samples serves as a representative and instructive example to discuss the technical issues and capabilities of “lab on a chip” NAAT devices. A portable, miniaturized POC NAAT with performance comparable to conventional PCR (polymerase-chain reaction)-based tests in clinical laboratories can be realized with a disposable, palm-sized, plastic microfluidic chip in which: (1) nucleic acids (NAs) are extracted from relatively large (~mL) volume sample lysates using an embedded porous silica glass fiber or cellulose binding phase (“membrane”) to capture sample NAs in a flow-through, filtration mode; (2) NAs captured on the membrane are isothermally (~65 °C) amplified; (3) amplicon production is monitored by real-time fluorescence detection, such as with a smartphone CCD camera serving as a low-cost detector; and (4) paraffin-encapsulated, lyophilized reagents for temperature-activated release are pre-stored in the chip. Limits of Detection (LOD) better than 103 virons/sample can be achieved. A modified chip with conduits hosting a diffusion-mode amplification process provides a simple visual indicator to readily quantify sample NA template. In addition, a companion microfluidic device for extracting plasma from whole blood without a centrifuge, generating cell-free plasma for chip-based molecular diagnostics, is described. Extensions to a myriad of related applications including, for example, food testing, cancer screening, and insect genotyping are briefly surveyed.
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Engstrom-Melnyk J, Rodriguez PL, Peraud O, Hein RC. Clinical Applications of Quantitative Real-Time PCR in Virology. METHODS IN MICROBIOLOGY 2015; 42:161-197. [PMID: 38620180 PMCID: PMC7148891 DOI: 10.1016/bs.mim.2015.04.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Since the invention of the polymerase chain reaction (PCR) and discovery of Taq polymerase, PCR has become a staple in both research and clinical molecular laboratories. As clinical and diagnostic needs have evolved over the last few decades, demanding greater levels of sensitivity and accuracy, so too has PCR performance. Through optimisation, the present-day uses of real-time PCR and quantitative real-time PCR are enumerable. The technique, combined with adoption of automated processes and reduced sample volume requirements, makes it an ideal method in a broad range of clinical applications, especially in virology. Complementing serologic testing by detecting infections within the pre-seroconversion window period and infections with immunovariant viruses, real-time PCR provides a highly valuable tool for screening, diagnosing, or monitoring diseases, as well as evaluating medical and therapeutic decision points that allows for more timely predictions of therapeutic failures than traditional methods and, lastly, assessing cure rates following targeted therapies. All of these serve vital roles in the continuum of care to enhance patient management. Beyond this, quantitative real-time PCR facilitates advancements in the quality of diagnostics by driving consensus management guidelines following standardisation to improve patient outcomes, pushing for disease eradication with assays offering progressively lower limits of detection, and rapidly meeting medical needs in cases of emerging epidemic crises involving new pathogens that may result in significant health threats.
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Affiliation(s)
- Julia Engstrom-Melnyk
- Medical and Scientific Affairs, Roche Diagnostic Corporation, Indianapolis, Indiana, USA
| | - Pedro L Rodriguez
- Medical and Scientific Affairs, Roche Diagnostic Corporation, Indianapolis, Indiana, USA
| | - Olivier Peraud
- Medical and Scientific Affairs, Roche Diagnostic Corporation, Indianapolis, Indiana, USA
| | - Raymond C Hein
- Medical and Scientific Affairs, Roche Diagnostic Corporation, Indianapolis, Indiana, USA
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Abstract
Nuclear acid testing is more and more used for the diagnosis of infectious diseases. This paper focuses on the use of molecular tools for HIV screening. The term 'screening' will be used under the meaning of first-line HIV molecular techniques performed on a routine basis, which excludes HIV molecular tests designed to confirm or infirm a newly discovered HIV-seropositive patient or other molecular tests performed for the follow-up of HIV-infected patients. The following items are developed successively: i) presentation of the variety of molecular tools used for molecular HIV screening, ii) use of HIV molecular tools for the screening of blood products, iii) use of HIV molecular tools for the screening of organs and tissue from human origin, iv) use of HIV molecular tools in medically assisted procreation and v) use of HIV molecular tools in neonates from HIV-infected mothers.
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Affiliation(s)
- Thomas Bourlet
- Groupe Immunité des Muqueuses et Agents Pathogènes (GIMAP) - EA3064, Faculty of Medicine of Saint-Etienne, 42023, University of Lyon, France
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11
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Tang YW. Transcriptomic approach predicts tempo of disease progression in HIV-1 infections. Clin Chem 2013; 59:1143-4. [PMID: 23748854 DOI: 10.1373/clinchem.2013.206912] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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