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Howick J, Lantos JD, Treweek S, Svobodova M, Jacob N, Edwards A, Bostock J, Bower P, Gillies K, Hood K. Variation in the extent to which patient information leaflets describe potential benefits and harms of trial interventions: a commentary. Trials 2025; 26:132. [PMID: 40229793 PMCID: PMC11998131 DOI: 10.1186/s13063-025-08824-8] [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: 12/12/2024] [Accepted: 03/23/2025] [Indexed: 04/16/2025] Open
Abstract
Clinical trial participants must understand the possible risks and benefits of trial interventions before providing their informed consent to participate. The aim of this commentary is twofold: to summarize the discrepancies in the extent to which patient information leaflets (PILs) list potential benefits and harms of trial interventions; and to highlight subsequent ethical issues that may result from failure to disclose potential benefits or harms . A review of 247 patient information leaflets (PILs) found that the extent to which potential benefits and harms are described varies, with 28 (11%) not describing potential benefits and 23 (9%) not describing potential harms. We argue that there is no principled difference between potential benefits and potential harms (what is helpful for one person could harm another), and the need to disclose potential benefits may be less accepted than the need to disclose all potential harms. Additionally, while it is recognized that failure to mention potential harms may violate the ethical principle of autonomy, it is less well-established that other ethical principles, (the need to avoid harm (non-maleficence) , to help patients (beneficence), and to promote justice) may also be at risk when all potential harms and benefits are not disclosed within PILs. We suggest that the way potential benefits and harms are described within PILs be harmonized according to recently established principles.
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Affiliation(s)
- Jeremy Howick
- Cardiff University Centre for Trials Research, Cardiff University, Cardiff, Wales, UK.
- Stoneygate Centre for Empathic Healthcare, University of Leicester, George Davies Centre, Lancaster Road, Leicester, LE1 7HA, UK.
| | | | - Shaun Treweek
- Aberdeen Centre for Evaluation, University of Aberdeen, Aberdeen, Scotland, UK
| | - Martina Svobodova
- Cardiff University Centre for Trials Research, Cardiff University, Cardiff, Wales, UK
| | - Nina Jacob
- Cardiff University Centre for Trials Research, Cardiff University, Cardiff, Wales, UK
| | - Adrian Edwards
- Division of Population Medicine, Cardiff University, Cardiff, Wales, UK
| | | | - Peter Bower
- Centre for Primary Care, Manchester University, Manchester, UK
| | - Katie Gillies
- Aberdeen Centre for Evaluation, University of Aberdeen, Aberdeen, Scotland, UK
| | - Kerenza Hood
- Cardiff University Centre for Trials Research, Cardiff University, Cardiff, Wales, UK
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2
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Brock C, Andersen H, Alibegovic AC, Andersen ST, Andreasen LJ, Charles MH, Christensen DH, Drewes AM, Gall MA, Gylfadottir SS, Hansen CS, Hecquet SK, Jensen TS, Karlsson P, Knudsen LB, Lobato CB, Kufaishi H, Maalmi H, Mizrak HI, Nilsen KB, Perkins BA, Røikjer J, Rossing P, Rungby J, Rømer J, Stouge A, Sulek K, Søfteland E, Tahrani AA, Terkelsen AJ, Tesfaye S, Wegeberg A, Åkerström T, Brock B, Pop-Busui R. Barriers and new opportunities in developing effective therapies for diabetic neuropathy: International expert consensus recommendations. Diabetes Res Clin Pract 2025; 221:112010. [PMID: 39855602 DOI: 10.1016/j.diabres.2025.112010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 01/08/2025] [Accepted: 01/19/2025] [Indexed: 01/27/2025]
Abstract
BACKGROUND Diabetic neuropathy (DN) affects up to half of individuals with type 1 and type 2 diabetes. Despite evidence that improving metabolic and cardiovascular health can slow its progression, DN remains a significant clinical challenge due to the lack of disease-modifying therapies and effective pain management strategies. This consensus aimed to identify gaps and recommend strategies to address these challenges. METHOD A workshop, initiated by Steno Diabetes Centre Copenhagen and the Danish Diabetes and Endocrinology Academy, conducted a gap analysis based on insights from clinical studies, observational cohorts, and clinical practice. Online invitations targeted experienced clinicians, researchers, and drug developers committed to improving DN treatment through innovative clinical trials. Thirty-five participants from six countries reached consensus via a Delphi process on key steps to advance DN therapy. RESULT Four critical barriers and needs were addressed: (1) Translating bench research to clinical practice, (2) Enhancing clinical trial design, (3) Improving outcome measures, and (4) Identifying effective treatments for painful DN. CONCLUSION Successful interventional trials require robust outcome measures to capture clinically meaningful changes in DN phenotypes, providing the basis for developing effective, disease-modifying treatments.
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Affiliation(s)
- C Brock
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark; Mech-Sense, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - H Andersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - A C Alibegovic
- Clinical Development and Project Leadership, Novo Nordisk A/S, Søborg, Denmark
| | - S T Andersen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - M H Charles
- Steno Diabetes Center Aarhus, Aarhus, Denmark
| | - D H Christensen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Epidemiology, Aarhus University Hospital, Denmark
| | - A M Drewes
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark; Mech-Sense, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - M-A Gall
- Clinical Development and Project Leadership, Novo Nordisk A/S, Søborg, Denmark
| | - S S Gylfadottir
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark; Danish Pain Research Center, Health Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - C S Hansen
- Complications Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - S K Hecquet
- Complications Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - T S Jensen
- Danish Pain Research Center, Health Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - P Karlsson
- Danish Pain Research Center, Health Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Core Centre for Molecular Morphology, Section for Stereology for Microscopy, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - L B Knudsen
- Chief Scientific Advisor Office, Research & Early Development, Novo Nordisk A/S, Denmark
| | - C B Lobato
- Section of Endocrinology, Department of Medicine, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark; Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - H Kufaishi
- Complications Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - H Maalmi
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - H I Mizrak
- Complications Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - K B Nilsen
- Section for Clinical Neurophysiology, Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - B A Perkins
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - J Røikjer
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - P Rossing
- Steno Diabetes Center Copenhagen, Herlev, Denmark and Department of Clinical Medicine, University of Copenhagen, Denmark
| | - J Rungby
- Steno Diabetes Center Copenhagen, Herlev, Denmark and Department of Clinical Medicine, University of Copenhagen, Denmark
| | - J Rømer
- Clinical Development and Project Leadership, Novo Nordisk A/S, Søborg, Denmark
| | - A Stouge
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - K Sulek
- Steno Diabetes Center Copenhagen, Herlev, Denmark and Department of Clinical Medicine, University of Copenhagen, Denmark
| | - E Søfteland
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - A A Tahrani
- Clinical Development and Project Leadership, Novo Nordisk A/S, Søborg, Denmark; University of Birmingham, Department of Metabolism and Systems Science, Birmingham, UK
| | - A J Terkelsen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark; Complications Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - S Tesfaye
- Diabetes Research Unit, Sheffield Teaching Hospitals and the University of Sheffield, Sheffield, UK
| | - A Wegeberg
- Mech-Sense, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - T Åkerström
- Diabetes Pharmacology, Novo Nordisk A/S, Denmark
| | - B Brock
- University of Birmingham, Department of Metabolism and Systems Science, Birmingham, UK.
| | - R Pop-Busui
- Department of Medicine, Division of Endocrinology, Diabetes and Clinical Nutrition, Oregon Health & Science University, Portland USA
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Debnath A, Singh RK, Mazumder R, Mazumder A, Srivastava S, Chaudhary H, Mangal S, Sanchitra J, Tyagi PK, Kumar Singh S, Singh AK. Quest for discovering novel CDK12 inhibitor. J Recept Signal Transduct Res 2025; 45:1-21. [PMID: 39697035 DOI: 10.1080/10799893.2024.2441185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 12/04/2024] [Accepted: 12/06/2024] [Indexed: 12/20/2024]
Abstract
CDK12 is essential for cellular processes like RNA processing, transcription, and cell cycle regulation, inhibiting cancer cell growth and facilitating macrophage invasion. CDK12 is a significant oncogenic factor in various cancers, including HER2-positive breast cancer, Anaplastic thyroid carcinoma, Hepatocellular carcinoma, prostate cancer, and Ewing sarcoma. It is also regarded as a potential biomarker, emphasizing its broader significance in oncology. Targeting CDK12 offers a promising strategy to develop therapy. Various monoclonal antibodies have drawn wide attention, but they are expensive compared to small-molecule inhibitors, limiting their accessibility and affordability for patients. Consequently, this research aims to identify effective CDK12 inhibitors using comprehensive high-throughput virtual screening. RASPD protocol has been employed to screen three different databases against the target followed by drug-likeness, molecular docking, ADME, toxicity, Consensus molecular docking, MD Simulation, and in-vitro studies MTT assay. The research conducted yielded one compound ZINC11784547 has demonstrated robust binding affinity, favorable ADME features, less toxicity, remarkable stability, and cytotoxic effect. The identified compound holds promise for promoting cancer cell death through CDK12 inhibition.
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Affiliation(s)
- Abhijit Debnath
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, India
| | - Rajesh Kumar Singh
- Department of Dravyaguna, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Rupa Mazumder
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, India
| | - Avijit Mazumder
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, India
| | - Shikha Srivastava
- Bhaskaracharya College of Applied Sciences, University of Delhi, Delhi, India
| | - Hema Chaudhary
- School of Medical & Allied Sciences, K R Mangalam University, Gurugram, India
| | - Saloni Mangal
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, India
| | - Jahanvi Sanchitra
- Noida Institute of Engineering and Technology (Pharmacy Institute), Greater Noida, India
| | | | - Sachin Kumar Singh
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India
| | - Anil Kumar Singh
- Department of Dravyaguna, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
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Mohapatra M, Sahu C, Mohapatra S. Trends of Artificial Intelligence (AI) Use in Drug Targets, Discovery and Development: Current Status and Future Perspectives. Curr Drug Targets 2025; 26:221-242. [PMID: 39473198 DOI: 10.2174/0113894501322734241008163304] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 08/14/2024] [Accepted: 08/26/2024] [Indexed: 05/07/2025]
Abstract
The applications of artificial intelligence (AI) in pharmaceutical sectors have advanced drug discovery and development methods. AI has been applied in virtual drug design, molecule synthesis, advanced research, various screening methods, and decision-making processes. In the fourth industrial revolution, when medical discoveries are happening swiftly, AI technology is essential to reduce the costs, effort, and time in the pharmaceutical industry. Further, it will aid "genome-based medicine" and "drug discovery." AI may prepare proactive databases according to diseases, disorders, and appropriate usage of drugs which will facilitate the required data for the process of drug development. The application of AI has improved clinical trials on patient selection in a population, stratification, and sample assessment such as biomarkers, effectiveness measures, dosage selection, and trial length. Various studies suggest AI could be perform better compared to conventional techniques in drug discovery. The present review focused on the positive impact of AI in drug discovery and development processes in the pharmaceutical industry and beneficial usage in health sectors as well.
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Affiliation(s)
- Manmayee Mohapatra
- Department of Pharmaceutics, Einstein College of Pharmacy, Bhubaneswar, Biju Patnaik University of Technology, Rourkela, Odisha, India
| | - Chittaranjan Sahu
- Department of Pharmacology, Koustuv Research Institute of Medical Science (KRIMS), Bhubaneswar, Biju Patnaik University of Technology, Rourkela, Odisha, India
| | - Snehamayee Mohapatra
- School of Pharmaceutical Sciences, Sikhya 'O' Anusandhan University, Bhubaneswar, Odisha, India
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5
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Braik D, Lemieux C, Wilson BE, Salawu A, Abdul Razak AR. Clinical benefit and fragility evaluation of systemic therapy trials for advanced soft tissue sarcoma. Cancer 2025; 131:e35564. [PMID: 39292680 DOI: 10.1002/cncr.35564] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 09/20/2024]
Abstract
BACKGROUND The clinical benefit of systemic anticancer therapies can be unclear despite positive trials, and outcomes may not translate to real-world practice. This study evaluated the benefit of soft tissue sarcoma (STS) treatments using the European Society of Medical Oncology Magnitude of Clinical Benefit Scale (MCBS) v1.1 and measured the robustness of STS trial results using Fragility Index (FI). METHODS Database searches for adult phase II or III trials in advanced STS (January 1998-December 2023) were performed. Therapies with trial outcomes that met the criteria for MCBS were scored 1-5 (≥4 represents substantial clinical benefit). For randomized clinical trials with positive time-to-event endpoints, the number of additional events that would render results nonsignificant, FI, was calculated and expressed as a proportion of the experimental arm size (fragility quotient [FQ]). Higher FI/FQ implies more robust results. RESULTS Among 194 trials, 19 (9.8%) were phase III. Most phase II trials (146/175; 83.4%) had single-arm or non-comparative design. Trials that were eligible for MCBS scoring (n = 78; 40.2%) evaluated 56 different agents/regimens. Median MCBS score was 2. Only three agents/regimens (all cytotoxic therapies) had an MCBS score ≥4. Among 47 randomized clinical trials, 16 (8 phase II; 8 phase III) trials had positive outcomes. Median FI was 7 (range, 2-52) and 10 trials (62.5%) had an FQ < 10%, with median of 7% (range, 1%-59%). CONCLUSIONS Most systemic therapies in STS trials did not confer substantial clinical benefit per European Society of Medical Oncology-MCBS. Additionally, positive randomized trials were often fragile. Novel STS therapy trials should use clinically meaningful endpoints and real-world efficacy confirmation is essential, especially for less robust trials.
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Affiliation(s)
- Dina Braik
- Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | | | - Brooke E Wilson
- Kingston Health Sciences Centre, Queens University, Kingston, Ontario, Canada
| | - Abdulazeez Salawu
- Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Albiruni R Abdul Razak
- Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
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Ter Braak B, Loonstra-Wolters L, Elbertse K, Osterlund T, Hendriks G, Jamalpoor A. ToxProfiler: A novel human-based reporter assay for in vitro chemical safety assessment. Toxicology 2024; 509:153970. [PMID: 39396605 DOI: 10.1016/j.tox.2024.153970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 09/27/2024] [Accepted: 10/10/2024] [Indexed: 10/15/2024]
Abstract
In vitro chemical safety assessment often relies on simple and general cytotoxicity endpoint measurements and fails to adequately predict human toxicity. To improve the in vitro chemical safety assessment, it is important to understand the underlying mechanisms of toxicity. Here we introduce ToxProfiler, a novel human-based reporter assay that quantifies the chemical-induced stress responses at a single-cell level and reveals the toxicological mode-of-action (MoA) of novel drugs and chemicals. The assay accurately measures the activation of seven major cellular stress response pathways (oxidative stress, cell cycle stress, endoplasmic reticulum stress, ion stress, protein stress, autophagy and inflammation) that play a role in the adaptive responses prior to cellular toxicity. To assess the applicability of the assay in predicting the toxicity MoA of chemicals, we tested a set of 100 chemicals with well-known in vitro and in vivo toxicological profiles. Concentration response modeling and point-of-departure estimation for each reporter protein allowed for chemical potency ranking and revealed the primary toxicological MoA of chemicals. Furthermore, the assay could effectively group chemicals based on their shared toxicity signatures and link them to specific toxicological targets, e.g. mitochondrial toxicity and genotoxicity, and different human pathologies, including liver toxicity and cardiotoxicity. Overall, ToxProfiler is a quantitative in vitro reporter assay that can accurately provide insight into the toxicological MoA of compounds, thereby assisting in the future mechanism-based safety assessment of chemicals.
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Affiliation(s)
- Bas Ter Braak
- Toxys B.V., Leiden Bioscience Park, Oegstgeest, DH 2342, the Netherlands
| | | | - Kim Elbertse
- Toxys B.V., Leiden Bioscience Park, Oegstgeest, DH 2342, the Netherlands
| | - Torben Osterlund
- Toxys B.V., Leiden Bioscience Park, Oegstgeest, DH 2342, the Netherlands
| | - Giel Hendriks
- Toxys B.V., Leiden Bioscience Park, Oegstgeest, DH 2342, the Netherlands
| | - Amer Jamalpoor
- Toxys B.V., Leiden Bioscience Park, Oegstgeest, DH 2342, the Netherlands.
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Rask Kragh Jørgensen R, Jakobsen LH, Eloranta S, Smedby KE, Pedersen RS, Jørgensen JM, Clausen MR, Brown P, Gang AO, Gade IL, Larsen TS, Jerkeman M, El-Galaly TC. Effectiveness of R-CHOP versus R-CHOEP for treatment of young patients with high-risk diffuse large B-cell lymphoma: A Danish observational population-based study. Eur J Haematol 2024; 113:641-650. [PMID: 39037054 DOI: 10.1111/ejh.14275] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 06/28/2024] [Accepted: 07/01/2024] [Indexed: 07/23/2024]
Abstract
PURPOSE Etoposide to standard R-CHOP is used for high-risk diffuse large B-cell lymphoma (DLBCL) in some countries. Due to the lack of randomized trials, a real-world data study using matching methods was used to test the potential effectiveness of R-CHOEP over R-CHOP. PATIENTS AND METHODS This study included patients from the Danish Lymphoma Register diagnosed between 2006 and 2020 at the age of 18-60 years with de novo DLBCL and age-adjusted IPI ≥2. R-CHOEP treated patients were matched 1:1 without replacement to R-CHOP treated patients using a hybrid exact and genetic matching technique. Primary endpoints were progression-free survival (PFS) and overall survival (OS). RESULTS In total, 396 patients were included; 213 received R-CHOEP and 183 received R-CHOP. Unadjusted 5-year PFS and OS for R-CHOEP were 69% (95% Confidence intervals [CI]; 63%-76%) and 79% (CI;73%-85%) versus 62% (CI;55%-70%) and 76% (CI;69%-82%) for R-CHOP (log-rank test, PFS p = .25 and OS p = .31). A total of 127 patients treated with R-CHOEP were matched to 127 patients treated with R-CHOP. Matching-adjusted 5-year PFS and OS were 65% (CI; 57%-74%) and 79% (CI; 72%-84%) for R-CHOEP versus 63% (CI; 55%-73%) and 79% (CI;72%-87%) for R-CHOP (log-rank test, PFS p = .90 and OS p = .63). CONCLUSION The present study did not confirm superiority of R-CHOEP over R-CHOP for young patients with high-risk DLBCL.
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Affiliation(s)
- Rasmus Rask Kragh Jørgensen
- Department of Hematology, Clinical Cancer Research Centre, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Lasse Hjort Jakobsen
- Department of Hematology, Clinical Cancer Research Centre, Aalborg University Hospital, Aalborg, Denmark
| | - Sandra Eloranta
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
| | - Karin E Smedby
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
| | | | - Judit M Jørgensen
- Department of Hematology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Peter Brown
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Anne Ortved Gang
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Inger-Lise Gade
- Department of Hematology, Clinical Cancer Research Centre, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Mats Jerkeman
- Department of Oncology, Institute of Clinical Science, Lund University and Skåne University Hospital, Lund, Sweden
| | - Tarec Christoffer El-Galaly
- Department of Hematology, Clinical Cancer Research Centre, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
- Department of Hematology, Odense University Hospital, Odense, Denmark
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Han L, Lee Y, Lee H, Lee H, Lee JI. Overcoming Challenges in Interdisciplinary Collaboration Between Human and Veterinary Medicine. Vet Sci 2024; 11:518. [PMID: 39591292 PMCID: PMC11598837 DOI: 10.3390/vetsci11110518] [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: 09/08/2024] [Revised: 10/20/2024] [Accepted: 10/21/2024] [Indexed: 11/28/2024] Open
Abstract
Companion animals, such as dogs and cats, have gained considerable attention in translational medicine due to their potential as models for human diseases. The use of these animals in research has opened new avenues for developing treatments that can benefit both human and veterinary patients, aligning with the One Health approach. Unlike traditional laboratory models like mice, rats, and rabbits, companion animals naturally develop diseases that closely mirror those in humans, including but not limited to diabetes, aging, cancer, and neurological disorders, making them particularly valuable in translational research. Recent advances have highlighted the role of companion animals in enhancing the effectiveness of novel therapies during clinical trials, as they are exposed to diverse environmental and lifestyle factors similar to those experienced by humans. However, the integration of companion animals into translational medicine presents challenges, particularly in terms of collaboration between veterinary and human medicine, where terminology differences in anatomy, clinical terminology, and animal classification can lead to miscommunication. In conclusion, these findings underscore the need for better implementation of the One Health approach by uniting the fragmented collaboration between veterinarians and doctors through interdisciplinary training and fostering unified efforts across both fields, with experts from various disciplines contributing their specialized knowledge in clinical practice and research.
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Affiliation(s)
- Louise Han
- Regenerative Medicine Laboratory, Center for Stem Cell Research, Department of Biomedical Science and Technology, Institute of Biomedical Science and Technology, Konkuk University, Seoul 05029, Republic of Korea; (L.H.); (Y.L.); (H.L.)
- Chadwick International School, 45 Art Center-Daero 97 Beon-Gil, Yeonsu-gu, Incheon 22002, Republic of Korea
| | - Yerhee Lee
- Regenerative Medicine Laboratory, Center for Stem Cell Research, Department of Biomedical Science and Technology, Institute of Biomedical Science and Technology, Konkuk University, Seoul 05029, Republic of Korea; (L.H.); (Y.L.); (H.L.)
- Animal Biology, College of Agriculture and Environmental Science, UC Davis, 1 Shields Ave., Davis, CA 95616, USA
| | - Hyunsu Lee
- Regenerative Medicine Laboratory, Center for Stem Cell Research, Department of Biomedical Science and Technology, Institute of Biomedical Science and Technology, Konkuk University, Seoul 05029, Republic of Korea; (L.H.); (Y.L.); (H.L.)
| | - Hyejin Lee
- Department of Veterinary Obstetrics and Theriogenology, College of Veterinary Medicine, Konkuk University, Seoul 05029, Republic of Korea;
| | - Jeong-Ik Lee
- Regenerative Medicine Laboratory, Center for Stem Cell Research, Department of Biomedical Science and Technology, Institute of Biomedical Science and Technology, Konkuk University, Seoul 05029, Republic of Korea; (L.H.); (Y.L.); (H.L.)
- Department of Veterinary Obstetrics and Theriogenology, College of Veterinary Medicine, Konkuk University, Seoul 05029, Republic of Korea;
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Sebastiano MR, Hadano S, Cesca F, Ermondi G. Preclinical alternative drug discovery programs for monogenic rare diseases. Should small molecules or gene therapy be used? The case of hereditary spastic paraplegias. Drug Discov Today 2024; 29:104138. [PMID: 39154774 DOI: 10.1016/j.drudis.2024.104138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/28/2024] [Accepted: 08/13/2024] [Indexed: 08/20/2024]
Abstract
Patients diagnosed with rare diseases and their and families search desperately to organize drug discovery campaigns. Alternative models that differ from default paradigms offer real opportunities. There are, however, no clear guidelines for the development of such models, which reduces success rates and raises costs. We address the main challenges in making the discovery of new preclinical treatments more accessible, using rare hereditary paraplegia as a paradigmatic case. First, we discuss the necessary expertise, and the patients' clinical and genetic data. Then, we revisit gene therapy, de novo drug development, and drug repurposing, discussing their applicability. Moreover, we explore a pool of recommended in silico tools for pathogenic variant and protein structure prediction, virtual screening, and experimental validation methods, discussing their strengths and weaknesses. Finally, we focus on successful case applications.
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Affiliation(s)
- Matteo Rossi Sebastiano
- University of Torino, Molecular Biotechnology and Health Sciences Department, CASSMedChem, Piazza Nizza, 10138 Torino, Italy
| | - Shinji Hadano
- Molecular Neuropathobiology Laboratory, Department of Physiology, Tokai University School of Medicine, Isehara, Japan
| | - Fabrizia Cesca
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Giuseppe Ermondi
- University of Torino, Molecular Biotechnology and Health Sciences Department, CASSMedChem, Piazza Nizza, 10138 Torino, Italy.
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Broglio K, Cooner F, Wu Y, Xiao M, Xue XQ, Lowen M, Ikhapoh I, He P. A Systematic Review of Adaptive Seamless Clinical Trials for Late-Phase Oncology Development. Ther Innov Regul Sci 2024; 58:917-929. [PMID: 38861131 DOI: 10.1007/s43441-024-00670-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 05/17/2024] [Indexed: 06/12/2024]
Abstract
INTRODUCTION Although oncology has seen large scientific and clinical advances over the last decade, it also has one of the lowest success rates for novel agents across therapeutic areas. Adaptive clinical trial design has been a popular option for increasing clinical trial efficiency and the chances of trial success. Seamless clinical trial design are studies in which two or more clinical trial phases are combined into a single study with a pre-specified transition between stages. This integration of phases may enhance efficiency. METHODS To understand the precedent for the use of seamless designs, this working group was formed to conduct a comprehensive literature search on seamless clinical trials conducted with confirmatory intent in oncology. Trial design features were extracted into a database and analyzed with descriptive statistics. RESULTS A literature search identified 68 clinical trials meeting inclusion and exclusion criteria. The most common design feature was a gate on treatment efficacy, where the trial would only proceed to the second stage if sufficient efficacy was observed in the first. The next most common feature was a selection of a dose or treatment regimen. Inferentially and operationally seamless designs were approximately equally represented. DISCUSSION Key statistical considerations for seamless phase II/III designs include optimizing design choices by evaluating and comparing operating characteristics across design alternatives as well as showing control of overall Type I error rates. Executing the transition between phases should be evaluated for issues related to accrual, drug production, and procedures to maintain trial integrity. CONCLUSIONS While there are unique statistical, regulatory, and operational considerations for seamless designs they are also uniquely suited to many development settings. These include, for example, addressing dose selection under FDA's Project Optimus and addressing the growing use of biomarkers and personalized medicine approaches in cancer treatment.
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Affiliation(s)
| | | | - Yujun Wu
- Morphic Therapeutic, Waltham, MA, USA
| | - Mike Xiao
- Daiichi Sankyo Inc, Basking Ridge, NJ, USA
| | - X Q Xue
- Syneos Health, Morrisville, NC, USA
| | | | | | - Philip He
- Daiichi Sankyo Inc, Basking Ridge, NJ, USA
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11
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Dell’Anno F, Giugliano R, Listorti V, Razzuoli E. A Review on Canine and Human Soft Tissue Sarcomas: New Insights on Prognosis Factors and Treatment Measures. Vet Sci 2024; 11:362. [PMID: 39195816 PMCID: PMC11358912 DOI: 10.3390/vetsci11080362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/26/2024] [Accepted: 08/03/2024] [Indexed: 08/29/2024] Open
Abstract
Soft tissue sarcomas (STSs) represent a diverse group of tumors arising from mesenchymal cells, affecting both humans and animals, including dogs. Although STSs represent a class of rare tumors, especially in humans, they pose significant clinical challenges due to their potential for local recurrence and distant metastasis. Dogs, as a model for human STSs, offer several advantages, including exposure to similar environmental risk factors, genetic diversity among breeds, and the spontaneous development of tumors. Furthermore, canine tumors closely mimic the heterogeneity and complexity of human tumors, making them valuable for research into disease progression and treatment effectiveness. Current treatment approaches for STSs in both dogs and humans primarily involve surgery, radiation therapy, and chemotherapy, with treatment decisions based on tumor characteristics and patient factors. However, the development of novel therapeutic strategies is essential, given the high failure rate of new drugs in clinical trials. To better design new tailored treatments, comprehension of the tumor microenvironment (TME) is fundamental, since it plays a crucial role in STS initiation and progression by modulating tumor behavior, promoting angiogenesis, and suppressing immune responses. Notably, TME features include cancer-associated fibroblasts (CAFs), extracellular matrix (ECM) alterations, and tumor-associated macrophages (TAMs) that, depending on their polarization state, can affect immune responses and thus the patient's prognosis. In this review, new therapeutical approaches based on immunotherapy will be deeply explored as potential treatment options for both dogs and humans with STSs. In conclusion, this review provides an overview of the current understanding of STSs in dogs and humans, emphasizing the importance of the TME and potential treatment strategies.
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Affiliation(s)
- Filippo Dell’Anno
- National Reference Center of Veterinary and comparative Oncology (CEROVEC), Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d’Aosta, 16129 Genova, Italy; (F.D.); (V.L.); (E.R.)
- Department of Public Health, Experimental and Forensic Medicine, Section of Biostatistics and Clinical Epidemiology, University of Pavia, 27100 Pavia, Italy
| | - Roberta Giugliano
- National Reference Center of Veterinary and comparative Oncology (CEROVEC), Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d’Aosta, 16129 Genova, Italy; (F.D.); (V.L.); (E.R.)
| | - Valeria Listorti
- National Reference Center of Veterinary and comparative Oncology (CEROVEC), Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d’Aosta, 16129 Genova, Italy; (F.D.); (V.L.); (E.R.)
| | - Elisabetta Razzuoli
- National Reference Center of Veterinary and comparative Oncology (CEROVEC), Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d’Aosta, 16129 Genova, Italy; (F.D.); (V.L.); (E.R.)
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12
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Mabry SA, Pavon N. Exploring the prospects, advancements, and challenges of in vitro modeling of the heart-brain axis. Front Cell Neurosci 2024; 18:1386355. [PMID: 38766369 PMCID: PMC11099243 DOI: 10.3389/fncel.2024.1386355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/12/2024] [Indexed: 05/22/2024] Open
Abstract
Research on bidirectional communication between the heart and brain has often relied on studies involving nonhuman animals. Dependance on animal models offer limited applicability to humans and a lack of high-throughput screening. Recently, the field of 3D cell biology, specifically organoid technology, has rapidly emerged as a valuable tool for studying interactions across organ systems, i.e., gut-brain axis. The initial success of organoid models indicates the usefulness of 3D cultures for elucidating the intricate interactivity of the autonomic nervous system and overall health. This perspective aims to explore the potential of advancing in vitro modeling of the heart-brain axis by discussing the benefits, applications, and adaptability of organoid technologies. We closely examine the current state of brain organoids in conjunction with the advancements of cardiac organoids. Moreover, we explore the use of combined organoid systems to investigate pathophysiology and provide a platform for treatment discovery. Finally, we address the challenges that accompany the use of 3D models for studying the heart-brain axis with an emphasis on generating tailored engineering strategies for further refinement of dynamic organ system modeling in vitro.
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Affiliation(s)
- Senegal Alfred Mabry
- Affect and Cognition Laboratory, Department of Psychology and Human Development, College of Human Ecology, Cornell University, Ithaca, NY, United States
| | - Narciso Pavon
- ChangHui Pak Laboratory, Department of Biochemistry and Molecular Biology, College of Natural Sciences, University of Massachusetts-Amherst, Amherst, MA, United States
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13
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Needham D. Niclosamide: A career builder. J Control Release 2024; 369:786-856. [PMID: 37544514 DOI: 10.1016/j.jconrel.2023.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 06/24/2023] [Accepted: 07/08/2023] [Indexed: 08/08/2023]
Abstract
My contribution to honoring Professor Kinam Park celebrates and resonates with his scholarly career in drug delivery, his commitment to encouraging the next generation(s), and his efforts to keep us focused on clinically effective formulations. To do this I take as my example, niclosamide, a small molecule protonophore that, uniquely, can "target" all cell membranes, both plasma and organelle. As such, it acts upstream of many cell pathways and so has the potential to affect many of the essential events that a cell, and particularly a diseased cell or other entities like a virus, use to stay alive and prosper. Literature shows that it has so far been discovered to positively influence (at least): cancer, bacterial and viral infection, metabolic diseases such as Type II diabetes, NASH and NAFLD, artery constriction, endometriosis, neuropathic pain, rheumatoid arthritis, sclerodermatous graft-versus-host disease, systemic sclerosis, Parkinson's, and COPD. With such a fundamental action and broad-spectrum activity, I believe that studying niclosamide in all its manifestations, discovering if and to what extent it can contribute positively to disease control (and also where it can't), formulating it as effective therapeutics, and testing them in preclinical and clinical trials is a career builder for our next generation(s). The article is divided into two parts: Part I introduces niclosamide and other proton shunts mainly in cancer and viral infections and reviews an exponentially growing literature with some concepts and physicochemical properties that lead to its proton shunt mechanism. Part II focuses on repurposing by reformulation of niclosamide. I give two examples of "carrier-free formulations", - one for cancer (as a prodrug therapeutic of niclosamide stearate for i.v. and other administration routes, exemplified by our recent work on Osteosarcoma in mice and canine patients), and the other as a niclosamide solution formulation (that could provide the basis for a preventative nasal spray and early treatment option for COVID19 and other respiratory virus infections). My goal is to excite and enthuse, encourage, and motivate all involved in the drug development and testing process in academia, institutes, and industry, to learn more about this interesting molecule and others like it. To enable such endeavors, I give many proposed ideas throughout the document, that have been stimulated and inspired by gaps in the literature, urgent needs in disease, and new studies arising from our own work. The hope is that, by reading through this document and studying the suggested topics and references, the drug delivery and development community will continue our lineage and benefit from our legacy to achieve niclosamide's potential as an effective contributor to the treatment and control of many diseases and conditions.
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Affiliation(s)
- David Needham
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA; Translational Therapeutics, School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, UK.
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14
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Balan I, Boero G, Chéry SL, McFarland MH, Lopez AG, Morrow AL. Neuroactive Steroids, Toll-like Receptors, and Neuroimmune Regulation: Insights into Their Impact on Neuropsychiatric Disorders. Life (Basel) 2024; 14:582. [PMID: 38792602 PMCID: PMC11122352 DOI: 10.3390/life14050582] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/18/2024] [Accepted: 04/28/2024] [Indexed: 05/26/2024] Open
Abstract
Pregnane neuroactive steroids, notably allopregnanolone and pregnenolone, exhibit efficacy in mitigating inflammatory signals triggered by toll-like receptor (TLR) activation, thus attenuating the production of inflammatory factors. Clinical studies highlight their therapeutic potential, particularly in conditions like postpartum depression (PPD), where the FDA-approved compound brexanolone, an intravenous formulation of allopregnanolone, effectively suppresses TLR-mediated inflammatory pathways, predicting symptom improvement. Additionally, pregnane neurosteroids exhibit trophic and anti-inflammatory properties, stimulating the production of vital trophic proteins and anti-inflammatory factors. Androstane neuroactive steroids, including estrogens and androgens, along with dehydroepiandrosterone (DHEA), display diverse effects on TLR expression and activation. Notably, androstenediol (ADIOL), an androstane neurosteroid, emerges as a potent anti-inflammatory agent, promising for therapeutic interventions. The dysregulation of immune responses via TLR signaling alongside reduced levels of endogenous neurosteroids significantly contributes to symptom severity across various neuropsychiatric disorders. Neuroactive steroids, such as allopregnanolone, demonstrate efficacy in alleviating symptoms of various neuropsychiatric disorders and modulating neuroimmune responses, offering potential intervention avenues. This review emphasizes the significant therapeutic potential of neuroactive steroids in modulating TLR signaling pathways, particularly in addressing inflammatory processes associated with neuropsychiatric disorders. It advances our understanding of the complex interplay between neuroactive steroids and immune responses, paving the way for personalized treatment strategies tailored to individual needs and providing insights for future research aimed at unraveling the intricacies of neuropsychiatric disorders.
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Affiliation(s)
- Irina Balan
- Bowles Center for Alcohol Studies, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (I.B.); (S.L.C.); (M.H.M.); (A.G.L.)
- Department of Psychiatry, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Giorgia Boero
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27710, USA;
| | - Samantha Lucenell Chéry
- Bowles Center for Alcohol Studies, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (I.B.); (S.L.C.); (M.H.M.); (A.G.L.)
- Neuroscience Curriculum, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Minna H. McFarland
- Bowles Center for Alcohol Studies, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (I.B.); (S.L.C.); (M.H.M.); (A.G.L.)
- Neuroscience Curriculum, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Alejandro G. Lopez
- Bowles Center for Alcohol Studies, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (I.B.); (S.L.C.); (M.H.M.); (A.G.L.)
- Department of Biochemistry and Biophysics, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - A. Leslie Morrow
- Bowles Center for Alcohol Studies, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (I.B.); (S.L.C.); (M.H.M.); (A.G.L.)
- Department of Psychiatry, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Pharmacology, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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15
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Butler D, Reyes DR. Heart-on-a-chip systems: disease modeling and drug screening applications. LAB ON A CHIP 2024; 24:1494-1528. [PMID: 38318723 DOI: 10.1039/d3lc00829k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2024]
Abstract
Cardiovascular disease (CVD) is the leading cause of death worldwide, casting a substantial economic footprint and burdening the global healthcare system. Historically, pre-clinical CVD modeling and therapeutic screening have been performed using animal models. Unfortunately, animal models oftentimes fail to adequately mimic human physiology, leading to a poor translation of therapeutics from pre-clinical trials to consumers. Even those that make it to market can be removed due to unforeseen side effects. As such, there exists a clinical, technological, and economical need for systems that faithfully capture human (patho)physiology for modeling CVD, assessing cardiotoxicity, and evaluating drug efficacy. Heart-on-a-chip (HoC) systems are a part of the broader organ-on-a-chip paradigm that leverages microfluidics, tissue engineering, microfabrication, electronics, and gene editing to create human-relevant models for studying disease, drug-induced side effects, and therapeutic efficacy. These compact systems can be capable of real-time measurements and on-demand characterization of tissue behavior and could revolutionize the drug development process. In this review, we highlight the key components that comprise a HoC system followed by a review of contemporary reports of their use in disease modeling, drug toxicity and efficacy assessment, and as part of multi-organ-on-a-chip platforms. We also discuss future perspectives and challenges facing the field, including a discussion on the role that standardization is expected to play in accelerating the widespread adoption of these platforms.
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Affiliation(s)
- Derrick Butler
- Microsystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.
| | - Darwin R Reyes
- Microsystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.
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16
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Yamada S, Bartunek J, Povsic TJ, Cotter G, Davison BA, Edwards C, Behfar A, Metra M, Filippatos GS, Vanderheyden M, Wijns W, Terzic A. Cell Therapy Improves Quality-of-Life in Heart Failure: Outcomes From a Phase III Clinical Trial. Stem Cells Transl Med 2024; 13:116-124. [PMID: 38006196 PMCID: PMC10872684 DOI: 10.1093/stcltm/szad078] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 10/13/2023] [Indexed: 11/26/2023] Open
Abstract
Patients with heart failure experience limitations in daily activity and poor quality-of-life. Prospective surveillance of health-related quality-of-life supplemented traditional death and hospitalization outcomes in the multinational, randomized, double-blinded CHART-1 clinical trial that assessed cardiopoiesis-guided cell therapy in ischemic heart failure patients with reduced left ventricular ejection fraction. The Minnesota Living with Heart Failure Questionnaire (MLHFQ), a Food and Drug Administration qualified instrument for evaluating therapeutic effectiveness, was applied through the 1-year follow-up. Cell treated (n = 109) and sham procedure (n = 140) cohorts reported improved MLHFQ scores comparable between the 2 study arms (mean treatment difference with baseline adjustment -3.2 points, P = .107). Superiority of cell treatment over sham in betterment of the MLHFQ score was demonstrated in patients with pre-existing advanced left ventricular enlargement (baseline-adjusted mean treatment difference -6.4 points, P = .009). In this highly responsive subpopulation, benefit on the MLHFQ score paralleled reduction in death and hospitalization post-cell therapy (adjusted Mann-Whitney odds 1.43, 95% CI, 1.01-2.01; P = .039). The potential of cell therapy in addressing the quality-of-life dimension of heart failure requires further evaluation for disease relief.
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Affiliation(s)
- Satsuki Yamada
- Department of Cardiovascular Medicine, Center for Regenerative Medicine, Marriott Heart Disease Research Program, Van Cleve Cardiac Regenerative Medicine Program, Mayo Clinic, Rochester, MN, USA
| | | | - Thomas J Povsic
- Program for Advanced Coronary Disease, Duke Clinical Research Institute and Duke University Medical Center, Durham, NC, USA
| | - Gad Cotter
- Momentum Research, Inc., Durham, NC, USA
- Université Paris Cité; Inserm UMR-S 942, MASCOT, Paris, France
| | - Beth A Davison
- Momentum Research, Inc., Durham, NC, USA
- Université Paris Cité; Inserm UMR-S 942, MASCOT, Paris, France
| | | | - Atta Behfar
- Department of Cardiovascular Medicine, Center for Regenerative Medicine, Marriott Heart Disease Research Program, Van Cleve Cardiac Regenerative Medicine Program, Mayo Clinic, Rochester, MN, USA
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - Marco Metra
- Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University and Spedali Civili, Brescia, Italy
| | - Gerasimos S Filippatos
- Department of Cardiology, National and Kapodistrian University of Athens, School of Medicine, Attikon University Hospital, Athens, Greece
| | | | - William Wijns
- The Lambe Institute for Translational Medicine, the Smart Sensors Laboratory and CURAM, University of Galway, Galway, Ireland
| | - Andre Terzic
- Department of Cardiovascular Medicine, Center for Regenerative Medicine, Marriott Heart Disease Research Program, Van Cleve Cardiac Regenerative Medicine Program, Mayo Clinic, Rochester, MN, USA
- Department of Molecular Pharmacology & Experimental Therapeutics, Department of Clinical Genomics, Mayo Clinic, Rochester, MN, USA
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17
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Di Cio S, Marhuenda E, Haddrick M, Gautrot JE. Vascularised cardiac spheroids-on-a-chip for testing the toxicity of therapeutics. Sci Rep 2024; 14:3370. [PMID: 38336810 PMCID: PMC10858047 DOI: 10.1038/s41598-024-53678-w] [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: 09/13/2023] [Accepted: 02/03/2024] [Indexed: 02/12/2024] Open
Abstract
Microfabricated organ-on-a-chips are rapidly becoming the gold standard for the testing of safety and efficacy of therapeutics. A broad range of designs has emerged, but recreating microvascularised tissue models remains difficult in many cases. This is particularly relevant to mimic the systemic delivery of therapeutics, to capture the complex multi-step processes associated with trans-endothelial transport or diffusion, uptake by targeted tissues and associated metabolic response. In this report, we describe the formation of microvascularised cardiac spheroids embedded in microfluidic chips. Different protocols used for embedding spheroids within vascularised multi-compartment microfluidic chips were investigated first to identify the importance of the spheroid processing, and co-culture with pericytes on the integration of the spheroid within the microvascular networks formed. The architecture of the resulting models, the expression of cardiac and endothelial markers and the perfusion of the system was then investigated. This confirmed the excellent stability of the vascular networks formed, as well as the persistent expression of cardiomyocyte markers such as cTNT and the assembly of striated F-actin, myosin and α-actinin cytoskeletal networks typically associated with contractility and beating. The ability to retain beating over prolonged periods of time was quantified, over 25 days, demonstrating not only perfusability but also functional performance of the tissue model. Finally, as a proof-of-concept of therapeutic testing, the toxicity of one therapeutic associated with cardiac disfunction was evaluated, identifying differences between direct in vitro testing on suspended spheroids and vascularised models.
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Affiliation(s)
- Stefania Di Cio
- Institute of Bioengineering, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
- School of Engineering and Materials Science, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
| | - Emilie Marhuenda
- Institute of Bioengineering, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
- School of Engineering and Materials Science, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
| | - Malcolm Haddrick
- Medicines Discovery Catapult, Alderley Park, Cheshire, SK10 4TG, UK
| | - Julien E Gautrot
- Institute of Bioengineering, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK.
- School of Engineering and Materials Science, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK.
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Rohilla A, Rohilla S. Drug Repositioning: A Monetary Stratagem to Discover a New Application of Drugs. Curr Drug Discov Technol 2024; 21:e101023222023. [PMID: 38629171 DOI: 10.2174/0115701638253929230922115127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 06/29/2023] [Accepted: 08/09/2023] [Indexed: 04/19/2024]
Abstract
Drug repurposing, also referred to as drug repositioning or drug reprofiling, is a scientific approach to the detection of any new application for an already approved or investigational drug. It is a useful policy for the invention and development of new pharmacological or therapeutic applications of different drugs. The strategy has been known to offer numerous advantages over developing a completely novel drug for certain problems. Drug repurposing has numerous methodologies that can be categorized as target-oriented, drug-oriented, and problem-oriented. The choice of the methodology of drug repurposing relies on the accessible information about the drug molecule and like pharmacokinetic, pharmacological, physicochemical, and toxicological profile of the drug. In addition, molecular docking studies and other computer-aided methods have been known to show application in drug repurposing. The variation in dosage for original target diseases and novel diseases presents a challenge for researchers of drug repurposing in present times. The present review critically discusses the drugs repurposed for cancer, covid-19, Alzheimer's, and other diseases, strategies, and challenges of drug repurposing. Moreover, regulatory perspectives related to different countries like the United States (US), Europe, and India have been delineated in the present review.
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Affiliation(s)
- Ankur Rohilla
- Department of Pharmacology, University Institute of Pharmaceutical Sciences, Chandigarh University, Gharuan, 140413, Mohali, India
| | - Seema Rohilla
- Department of Pharmacy, Panipat Institute of Engineering and Technology, Panipat, Haryana, India
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19
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Otvos L, Wade JD. Big peptide drugs in a small molecule world. Front Chem 2023; 11:1302169. [PMID: 38144886 PMCID: PMC10740154 DOI: 10.3389/fchem.2023.1302169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/24/2023] [Indexed: 12/26/2023] Open
Abstract
A quarter of a century ago, designer peptide drugs finally broke through the glass ceiling. Despite the resistance by big pharma, biotechnology companies managed to develop injectable peptide-based drugs, first against orphan or other small volume diseases, and later for conditions affecting large patient populations such as type 2 diabetes. Even their lack of gastrointestinal absorption could be utilized to enable successful oral dosing against chronic constipation. The preference of peptide therapeutics over small molecule competitors against identical medical conditions can be achieved by careful target selection, intrachain and terminal amino acid modifications, appropriate conjugation to stability enhancers and chemical space expansion, innovative delivery and administration techniques and patient-focused marketing strategies. Unfortunately, however, pharmacoeconomical considerations, including the strength of big pharma to develop competing small molecule drugs, have somewhat limited the success of otherwise smart peptide-based therapeutics. Yet, with increasing improvement in peptide drug modification and formulation, these are continuing to gain significant, and growing, acceptance as desirable alternatives to small molecule compounds.
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Affiliation(s)
- Laszlo Otvos
- Institute of Medical Microbiology, Semmelweis University, Budapest, Hungary
- OLPE Pharmaceutical Consultants, Audubon, PA, United States
| | - John D. Wade
- Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
- School of Chemistry, University of Melbourne, Parkville, VIC, Australia
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Mathioudakis AG, Fally M, Hansel J, Robey RC, Haseeb F, Williams T, Kouta A, Welte T, Wootton DG, Clarke M, Waterer G, Dark P, Williamson PR, Vestbo J, Felton TW. Clinical trials of pneumonia management assess heterogeneous outcomes and measurement instruments. J Clin Epidemiol 2023; 164:88-95. [PMID: 37898460 DOI: 10.1016/j.jclinepi.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 10/30/2023]
Abstract
OBJECTIVES To inform clinical practice guidelines, randomized controlled trials (RCTs) of the management of pneumonia need to address the outcomes that are most important to patients and health professionals using consistent instruments, to enable results to be compared, contrasted, and combined as appropriate. This systematic review describes the outcomes reported in clinical trials of pneumonia management and the instruments used to measure these outcomes. STUDY DESIGN AND SETTING Based on a prospective protocol, we searched MEDLINE/PubMed, Cochrane CENTRAL and clinical trial registries for ongoing or completed clinical trials evaluating pneumonia management in adults in any clinical setting. We grouped reported outcomes thematically and classified them following the COMET Initiative's taxonomy. We describe instruments used for assessing each outcome. RESULTS We found 280 eligible RCTs of which 115 (41.1%) enrolled critically ill patients and 165 (58.9%) predominantly noncritically ill patients. We identified 43 distinct outcomes and 108 measurement instruments, excluding nonvalidated scores and questionnaires. Almost all trials reported clinical/physiological outcomes (97.5%). Safety (63.2%), mortality (56.4%), resource use (48.6%) and life impact (11.8%) outcomes were less frequently addressed. The most frequently reported outcomes were treatment success (60.7%), mortality (56.4%) and adverse events (41.1%). There was significant variation in the selection of measurement instruments, with approximately two-thirds used in less than 10 of the 280 RCTs. None of the patient-reported outcomes were used in 10 or more RCTs. CONCLUSION This review reveals significant variation in outcomes and measurement instruments reported in clinical trials of pneumonia management. Outcomes that are important to patients and health professionals are often omitted. Our findings support the need for a rigorous core outcome set, such as that being developed by the European Respiratory Society.
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Affiliation(s)
- Alexander G Mathioudakis
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK; North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
| | - Markus Fally
- Department of Respiratory Medicine and Infectious Diseases, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Jan Hansel
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK; North West School of Intensive Care Medicine, Health Education England North West, Manchester, UK
| | - Rebecca C Robey
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK; North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Faiuna Haseeb
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK
| | - Thomas Williams
- Acute Intensive Care Unit, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Ahmed Kouta
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK
| | - Tobias Welte
- Department of Respiratory Medicine and German Centre of Lung Research (DZL), Hannover Medical School, Hanover, Germany
| | - Dan G Wootton
- Institute of Infection, Veterinary and Ecological Sciences, NIHR HPRU in Emerging and Zoonotic Infections, University of Liverpool, Liverpool, UK
| | - Mike Clarke
- Centre of Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - Grant Waterer
- School of Medicine and Pharmacology, Royal Perth Hospital, University of Western Australia, Perth, Western Australia, Australia
| | - Paul Dark
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK
| | - Paula R Williamson
- Department of Health Data Science, MRC/NIHR Trials Methodology Research Partnership, University of Liverpool, Liverpool, UK
| | - Jørgen Vestbo
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK; North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Timothy W Felton
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester, UK; North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK; Acute Intensive Care Unit, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
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21
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Lund LH, Lam CS, Pizzato PE, Gabrielsen A, Michaëlsson E, Nelander K, Ericsson H, Holden J, Folkvaljon F, Mattsson A, Collén A, Aurell M, Whatling C, Baldus S, Drelich G, Goudev A, Merkely B, Bergh N, Shah SJ. Rationale and design of ENDEAVOR: A sequential phase 2b-3 randomized clinical trial to evaluate the effect of myeloperoxidase inhibition on symptoms and exercise capacity in heart failure with preserved or mildly reduced ejection fraction. Eur J Heart Fail 2023; 25:1696-1707. [PMID: 37470101 PMCID: PMC10592288 DOI: 10.1002/ejhf.2977] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/15/2023] [Accepted: 07/07/2023] [Indexed: 07/21/2023] Open
Abstract
AIMS Mitiperstat (formerly AZD4831) is a novel selective myeloperoxidase inhibitor. Currently, no effective therapies target comorbidity-induced systemic inflammation, which may be a key mechanism underlying heart failure with preserved or mildly reduced ejection fraction (HFpEF/HFmrEF). Circulating neutrophils secrete myeloperoxidase, causing oxidative stress, microvascular endothelial dysfunction, interstitial fibrosis, cardiomyocyte remodelling and diastolic dysfunction. Mitiperstat may therefore improve function of the heart and other organs, and ameliorate heart failure symptoms and exercise intolerance. ENDEAVOR is a combined, seamless phase 2b-3 study of the efficacy and safety of mitiperstat in patients with HFpEF/HFmrEF. METHODS In phase 2b, approximately 660 patients with heart failure and ejection fraction >40% are being randomized 1:1:1 to mitiperstat 2.5 mg, 5 mg or placebo for 48 weeks. Eligible patients have baseline 6-min walk distance (6MWD) of 30-400 m with a <50 m difference between screening and randomization and Kansas City Cardiomyopathy Questionnaire total symptom score (KCCQ-TSS) ≤90 points at screening and randomization. The dual primary endpoints are change from baseline to week 16 in 6MWD and KCCQ-TSS. The sample size provides 85% power to detect placebo-adjusted improvements of 21 m in 6MWD and 6.0 points in KCCQ-TSS at overall two-sided alpha of 0.05. Safety is monitored throughout treatment, with a focus on maculopapular rash. In phase 3 of ENDEAVOR, approximately 820 patients will be randomized 1:1 to mitiperstat or placebo. CONCLUSION ENDEAVOR is the first phase 2b-3 study to evaluate whether myeloperoxidase inhibition can improve symptoms and exercise capacity in patients with HFpEF/HFmrEF.
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Affiliation(s)
- Lars H. Lund
- Department of Medicine, Karolinska Institute, and Heart, Vascular and Neuro Theme, Karolinska University Hospital, Stockholm, Sweden
| | - Carolyn S.P. Lam
- National Heart Centre Singapore and Duke National University of Singapore, Singapore
| | - Patricia E. Pizzato
- Early Clinical Development, Research and Early Clinical Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Anders Gabrielsen
- Early Clinical Development, Research and Early Clinical Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Erik Michaëlsson
- Early Clinical Development, Research and Early Clinical Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Karin Nelander
- Early Biometrics and Statistical Innovation, Data Science and AI, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Hans Ericsson
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Julie Holden
- Patient Safety, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, USA
| | - Folke Folkvaljon
- Late-Stage Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Andrea Mattsson
- Late-Stage Development, Cardiovascular, Renal and Metabolism – Biometrics, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Anna Collén
- Projects, Research and Early Development, Cardiovascular, Renal and Metabolism, Biopharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Malin Aurell
- Early Clinical Development, Research and Early Clinical Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Carl Whatling
- Translational Science and Experimental Medicine, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Stephan Baldus
- Department of Internal Medicine and Cardiology, University Hospital Cologne, Cologne, Germany
| | | | - Assen Goudev
- Clinic of Cardiology, Tsaritsa Joanna University Hospital – ISUL, Sofia, Bulgaria
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Niklas Bergh
- Department of Cardiology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Sanjiv J. Shah
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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22
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Arfè A, Narang C, DuBois SG, Reaman G, Bourgeois FT. Clinical development of new drugs for adults and children with cancer, 2010-2020. J Natl Cancer Inst 2023; 115:917-925. [PMID: 37171887 PMCID: PMC10407707 DOI: 10.1093/jnci/djad082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 01/30/2023] [Accepted: 05/09/2023] [Indexed: 05/14/2023] Open
Abstract
BACKGROUND Many new molecular entities enter clinical development to evaluate potential therapeutic benefits for oncology patients. We characterized adult and pediatric development of the set of new molecular entities that started clinical testing in 2010-2015 worldwide. METHODS We extracted data from AdisInsight, an extensive database of global pharmaceutical development, and the FDA.gov website. We followed the cohort of new molecular entities initiating first-in-human phase I clinical trials in 2010-2015 to the end of 2020. For each new molecular entity, we determined whether it was granted US Food and Drug Administration (FDA) approval, studied in a trial open to pediatric enrollment, or stalled during development. We characterized the cumulative incidence of these endpoints using statistical methods for censored data. RESULTS The 572 new molecular entities starting first-in-human studies in 2010-2015 were studied in 6142 trials by the end of 2020. Most new molecular entities were small molecules (n = 316, 55.2%), antibodies (n = 148, 25.9%), or antibody-drug conjugates (n = 44, 7.7%). After a mean follow-up of 8.0 years, 173 new molecular entities did not advance beyond first-in-human trials, and 39 were approved by the FDA. New molecular entities had a 10.4% estimated probability (95% confidence interval = 6.6% to 14.1%) of being approved by the FDA within 10 years of first-in-human trials. After a median of 4.6 years since start of first-in-human trials, 67 (11.7%) new molecular entities were tested in trials open to pediatric patients, and 5 (0.9%) were approved for pediatric indications. CONCLUSIONS More efficient clinical development strategies are needed to evaluate new cancer therapies, especially for children, and incorporate approaches to ensure knowledge gain from investigational products that stall in development.
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Affiliation(s)
- Andrea Arfè
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Claire Narang
- Pediatric Therapeutics and Regulatory Science Initiative, Computational Health Informatics Program (CHIP), Boston Children’s Hospital, Boston, MA, USA
| | - Steven G DuBois
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Gregory Reaman
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Florence T Bourgeois
- Pediatric Therapeutics and Regulatory Science Initiative, Computational Health Informatics Program (CHIP), Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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23
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Feizi A, Ray K. otargen: GraphQL-based R package for tidy data accessing and processing from Open Targets Genetics. Bioinformatics 2023; 39:btad441. [PMID: 37467069 PMCID: PMC10394122 DOI: 10.1093/bioinformatics/btad441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/26/2023] [Accepted: 07/18/2023] [Indexed: 07/21/2023] Open
Abstract
MOTIVATION Open Target Genetics is a comprehensive resource portal that offers variant-centric statistical evidence, enabling the prioritization of causal variants and the identification of potential drug targets. The portal uses GraphQL technology for efficient data query and provides endpoints for programmatic access for R and Python users. However, leveraging GraphQL for data retrieval can be challenging, time-consuming, and repetitive, requiring familiarity with the GraphQL query language and processing outputs in nested JSON (JavaScript Object Notation) format into tidy data tables. Therefore, developing open-source tools are required to simplify data retrieval processes to integrate valuable genetic information into data-driven target discovery pipelines seamlessly. RESULTS otargen is an open-source R package designed to make data retrieval and analysis from the Open Target Genetics portal as simple as possible for R users. The package offers a suite of functions covering all query types, allowing streamlined data access in a tidy table format. By executing only a single line of code, the otargen users avoid the repetitive scripting of complex GraphQL queries, including the post-processing steps. In addition, otargen contains convenient plotting functions to visualize and gain insights from complex data tables returned by several key functions. AVAILABILITY AND IMPLEMENTATION otargen is available at https://amirfeizi.github.io/otargen/.
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Affiliation(s)
- Amir Feizi
- Bioinformatics Department, OMass Therapeutics, Oxford Business Park, ARC, Oxford OX4 2GX, United Kingdom
| | - Kamalika Ray
- Bioinformatics Department, OMass Therapeutics, Oxford Business Park, ARC, Oxford OX4 2GX, United Kingdom
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24
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Cliffe FE, Madden C, Costello P, Devitt S, Mukkunda SR, Keshava BB, Fearnhead HO, Vitkauskaite A, Dehkordi MH, Chingwaru W, Przyjalgowski M, Rebrova N, Lyons M. Mera: A scalable high throughput automated micro-physiological system. SLAS Technol 2023; 28:230-242. [PMID: 36708805 DOI: 10.1016/j.slast.2023.01.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 01/16/2023] [Accepted: 01/21/2023] [Indexed: 01/27/2023]
Abstract
There is an urgent need for scalable Microphysiological Systems (MPS's)1 that can better predict drug efficacy and toxicity at the preclinical screening stage. Here we present Mera, an automated, modular and scalable system for culturing and assaying microtissues with interconnected fluidics, inbuilt environmental control and automated image capture. The system presented has multiple possible fluidics modes. Of these the primary mode is designed so that cells may be matured into a desired microtissue type and in the secondary mode the fluid flow can be re-orientated to create a recirculating circuit composed of inter-connected channels to allow drugging or staining. We present data demonstrating the prototype system Mera using an Acetaminophen/HepG2 liver microtissue toxicity assay with Calcein AM and Ethidium Homodimer (EtHD1) viability assays. We demonstrate the functionality of the automated image capture system. The prototype microtissue culture plate wells are laid out in a 3 × 3 or 4 × 10 grid format with viability and toxicity assays demonstrated in both formats. In this paper we set the groundwork for the Mera system as a viable option for scalable microtissue culture and assay development.
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Affiliation(s)
- Finola E Cliffe
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland
| | - Conor Madden
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland
| | - Patrick Costello
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland
| | - Shane Devitt
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland
| | - Sumir Ramesh Mukkunda
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland
| | | | - Howard O Fearnhead
- Pharmacology and Therapeutics, Biomedical Sciences, Dangan, NUI Galway, Galway, Ireland
| | - Aiste Vitkauskaite
- Pharmacology and Therapeutics, Biomedical Sciences, Dangan, NUI Galway, Galway, Ireland
| | - Mahshid H Dehkordi
- Pharmacology and Therapeutics, Biomedical Sciences, Dangan, NUI Galway, Galway, Ireland
| | - Walter Chingwaru
- Pharmacology and Therapeutics, Biomedical Sciences, Dangan, NUI Galway, Galway, Ireland
| | - Milosz Przyjalgowski
- Centre for Advanced Photonics and Process Analysis, Munster Technological University, Cork T12 P928, Ireland
| | - Natalia Rebrova
- Centre for Advanced Photonics and Process Analysis, Munster Technological University, Cork T12 P928, Ireland
| | - Mark Lyons
- Hooke Bio Ltd, L4A Smithstown Industrial Estate, Shannon, Co. Clare V14 XH92, Ireland.
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25
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Ernest JP, Goh JJN, Strydom N, Wang Q, van Wijk RC, Zhang N, Deitchman A, Nuermberger E, Savic RM. Translational predictions of phase 2a first-in-patient efficacy studies for antituberculosis drugs. Eur Respir J 2023; 62:2300165. [PMID: 37321622 PMCID: PMC10469274 DOI: 10.1183/13993003.00165-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 06/02/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Phase 2a trials in tuberculosis typically use early bactericidal activity (EBA), the decline in sputum CFU over 14 days, as the primary end-point for testing the efficacy of drugs as monotherapy. However, the cost of phase 2a trials can range from USD 7 million to USD 19.6 million on average, while >30% of drugs fail to progress to phase 3. Better utilising pre-clinical data to predict and prioritise the most likely drugs to succeed will thus help to accelerate drug development and reduce costs. We aim to predict clinical EBA using pre-clinical in vivo pharmacokinetic (PK)-pharmacodynamic (PD) data and a model-based translational pharmacology approach. METHODS AND FINDINGS First, mouse PK, PD and clinical PK models were compiled. Second, mouse PK-PD models were built to derive an exposure-response relationship. Third, translational prediction of clinical EBA studies was performed using mouse PK-PD relationships and informed by clinical PK models and species-specific protein binding. Presence or absence of clinical efficacy was accurately predicted from the mouse model. Predicted daily decreases of CFU in the first 2 days of treatment and between day 2 and day 14 were consistent with clinical observations. CONCLUSION This platform provides an innovative solution to inform or even replace phase 2a EBA trials, to bridge the gap between mouse efficacy studies and phase 2b and phase 3 trials, and to substantially accelerate drug development.
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Affiliation(s)
- Jacqueline P Ernest
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Janice Jia Ni Goh
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Natasha Strydom
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Qianwen Wang
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Rob C van Wijk
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Nan Zhang
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Shared authorship ordered alphabetically
| | - Amelia Deitchman
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Eric Nuermberger
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MA, USA
| | - Rada M Savic
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
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26
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Rodrigues L, Watson J, Feng Y, Lewis B, Harvey G, Post G, Megquier K, White ME, Lambert L, Miller A, Lopes C, Zhao S. Shared hotspot mutations in oncogenes position dogs as an unparalleled comparative model for precision therapeutics. Sci Rep 2023; 13:10935. [PMID: 37414794 PMCID: PMC10325973 DOI: 10.1038/s41598-023-37505-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/22/2023] [Indexed: 07/08/2023] Open
Abstract
Naturally occurring canine cancers have remarkable similarities to their human counterparts. To better understand these similarities, we investigated 671 client-owned dogs from 96 breeds with 23 common tumor types, including those whose mutation profile are unknown (anal sac carcinoma and neuroendocrine carcinoma) or understudied (thyroid carcinoma, soft tissue sarcoma and hepatocellular carcinoma). We discovered mutations in 50 well-established oncogenes and tumor suppressors, and compared them to those reported in human cancers. As in human cancer, TP53 is the most commonly mutated gene, detected in 22.5% of canine tumors overall. Canine tumors share mutational hotspots with human tumors in oncogenes including PIK3CA, KRAS, NRAS, BRAF, KIT and EGFR. Hotspot mutations with significant association to tumor type include NRAS G61R and PIK3CA H1047R in hemangiosarcoma, ERBB2 V659E in pulmonary carcinoma, and BRAF V588E (equivalent of V600E in humans) in urothelial carcinoma. Our findings better position canines as a translational model of human cancer to investigate a wide spectrum of targeted therapies.
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Affiliation(s)
- Lucas Rodrigues
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA.
| | - Joshua Watson
- Department of Biochemistry and Molecular Biology, Institute of Bioinformatics, University of Georgia, B304B Life Sciences Building, 120 Green Street, Athens, GA, 30602-7229, USA
| | - Yuan Feng
- Department of Biochemistry and Molecular Biology, Institute of Bioinformatics, University of Georgia, B304B Life Sciences Building, 120 Green Street, Athens, GA, 30602-7229, USA
| | - Benjamin Lewis
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Garrett Harvey
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Gerald Post
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Kate Megquier
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Michelle E White
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Lindsay Lambert
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Aubrey Miller
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Christina Lopes
- One Health Company, Inc, 530 Lytton Ave, 2nd Floor, Palo Alto, CA, 94301, USA
| | - Shaying Zhao
- Department of Biochemistry and Molecular Biology, Institute of Bioinformatics, University of Georgia, B304B Life Sciences Building, 120 Green Street, Athens, GA, 30602-7229, USA.
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27
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Santhamoorthy M, Kim SC. Dual pH- and Thermo-Sensitive Poly(N-isopropylacrylamide-co-allylamine) Nanogels for Curcumin Delivery: Swelling-Deswelling Behavior and Phase Transition Mechanism. Gels 2023; 9:536. [PMID: 37504415 PMCID: PMC10379092 DOI: 10.3390/gels9070536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 06/27/2023] [Accepted: 06/30/2023] [Indexed: 07/29/2023] Open
Abstract
Curcumin (Cur) is a beneficial ingredient with numerous bioactivities. However, due to its low solubility and poor bioavailability, its therapeutic application is limited. In this work, we prepared poly-N-isopropylacrylamide p(NIPAm) and polyallylamine p(Am)-based nanogel (p(NIPAm-co-Am)) NG for a dual pH- and temperature-sensitive copolymer system for drug delivery application. In this copolymer system, the p(NIPAm) segment was incorporated to introduce thermoresponsive behavior and the p(Am) segment was incorporated to introduce drug binding sites (amine groups) in the resulting (p(NIPAm-co-Am)) NG system. Various instrumental characterizations including 1H nuclear magnetic resonance (1H NMR) spectroscopy, Fourier transform infrared (FT-IR) analysis, scanning electron microscopy (SEM), zeta potential, and particle size analysis were performed to confirm the copolymer synthesis. Curcumin (Cur), an anticancer bioactive substance, was employed to assess the in vitro drug loading and release performance of the resulting copolymer nanogels system at varied pH levels (pH 7.2, 6.5, and 4.0) and temperatures (25 °C, 37 °C, and 42 °C). The cytocompatibility of the p(NIPAm-co-Am) NG sample was also tested on MDA-MB-231 cells at various sample concentrations. All the study results indicate that the p(NIPAm-co-Am) NG produced might be effective for drug loading and release under pH and temperature dual-stimuli conditions. As a result, the p(NIPAm-co-Am) NG system has the potential to be beneficial in the use of drug delivery applications in cancer therapy.
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Affiliation(s)
| | - Seong-Cheol Kim
- School of Chemical Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
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28
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Weger M, Weger BD, Gachon F. Understanding circadian dynamics: current progress and future directions for chronobiology in drug discovery. Expert Opin Drug Discov 2023. [PMID: 37300813 DOI: 10.1080/17460441.2023.2224554] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/08/2023] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Most mammalian physiology is orchestrated by the circadian clock, including drug transport and metabolism. As a result, efficacy and toxicity of many drugs are influenced by the timing of their administration, which has led to the establishment of the field of chronopharmacology. AREAS COVERED In this review, the authors provide an overview of the current knowledge about the time-of-day dependent aspects of drug metabolism and the importance of chronopharmacological strategies for drug development. They also discuss the factors influencing rhythmic drug pharmacokinetic including sex, metabolic diseases, feeding rhythms, and microbiota, that are often overlooked in the context of chronopharmacology. This article summarizes the involved molecular mechanisms and functions and explains why these parameters should be considered in the process of drug discovery. EXPERT OPINION Although chronomodulated treatments have shown promising results, particularly for cancer, the practice is still underdeveloped due to the associated high cost and time investments. However, implementing this strategy at the preclinical stage could offer a new opportunity to translate preclinical discoveries into successful clinical treatments.
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Affiliation(s)
- Meltem Weger
- Institute for Molecular Bioscience, The University of Queensland, QLD, Australia
| | - Benjamin D Weger
- Institute for Molecular Bioscience, The University of Queensland, QLD, Australia
| | - Frédéric Gachon
- Institute for Molecular Bioscience, The University of Queensland, QLD, Australia
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29
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Saah SA, Sakyi PO, Adu-Poku D, Boadi NO, Djan G, Amponsah D, Devine RNOA, Ayittey K. Docking and Molecular Dynamics Identify Leads against 5 Alpha Reductase 2 for Benign Prostate Hyperplasia Treatment. J CHEM-NY 2023. [DOI: 10.1155/2023/8880213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023] Open
Abstract
Steroid 5 alpha-reductase 2 (5αR-2) is a membrane-embedded protein that together with other isoforms plays a key role in the metabolism of steroids. This enzyme catalyzes the reduction of testosterone to the more potent ligand, dihydrotestosterone (DHT) in the prostate. Androgens, testosterone, and DHT play important roles in prostate growth, development, and function. At the same time, both testosterone and DHT have been implicated in the pathogenesis of benign prostate hyperplasia (BPH). Inhibition of the DHT formation, therefore, provides a therapeutic strategy that offers the possibility of preventing, delaying, or treating BPH. Currently, two steroidal drugs that inhibit 5αR-2, dutasteride and finasteride, have been approved for clinical use. These two come at a high cost and also portray undesirable sexual side effects which necessitate the need to find new chemotherapeutic alternatives for the disease. Based on the aforementioned, finasteride and dutasteride were subjected to scaffold hopping, fragment-based de novo design, molecular docking, and molecular dynamics simulations employing databases like ChEMBL, DrugBank, PubChem, ChemSpider, and Zinc15 in the identification of potential hits targeting 5αR-2. Altogether, ten novel compounds targeting 5αR-2 were identified with binding energies lower or comparable to finasteride and dutasteride, the main inhibitors for this target. Molecular docking and molecular dynamics simulations studies identify amino acid residues Glu57, Phe219, Phe223, and Leu224 to be critical for ligand binding and complex stability. The physicochemical and pharmacological profiling suggests the potential of the hit compounds to be drug-like and orally active. Similarly, the quality parameter assessments revealed the hits possess LELP greater than 3 implying their promise as lead-like molecules. The compounds A5, A9, and A10 were, respectively, predicted to treat prostate disorders with Pa (0.188, 0.361, and 0.270) and Pi (0.176, 0.050, and 0.093), while A8 and A9 were found to be associated with BPH treatment with Pa (0.09 and 0.127) and Pi (0.077 and 0.033), respectively. Structural similarity searches via DrugBank identified the drugs faropenem, acemetacin, estradiol valerate, and yohimbine to be useful for BPH treatment suggesting the de novo designed ligands as potential chemotherapeutic agents for treating this disease.
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30
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Voitsitskyi T, Stratiichuk R, Koleiev I, Popryho L, Ostrovsky Z, Henitsoi P, Khropachov I, Vozniak V, Zhytar R, Nechepurenko D, Yesylevskyy S, Nafiiev A, Starosyla S. 3DProtDTA: a deep learning model for drug-target affinity prediction based on residue-level protein graphs. RSC Adv 2023; 13:10261-10272. [PMID: 37006369 PMCID: PMC10065141 DOI: 10.1039/d3ra00281k] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 03/26/2023] [Indexed: 04/03/2023] Open
Abstract
Accurate prediction of the drug-target affinity (DTA) in silico is of critical importance for modern drug discovery. Computational methods of DTA prediction, applied in the early stages of drug development, are able to speed it up and cut its cost significantly. A wide range of approaches based on machine learning were recently proposed for DTA assessment. The most promising of them are based on deep learning techniques and graph neural networks to encode molecular structures. The recent breakthrough in protein structure prediction made by AlphaFold made an unprecedented amount of proteins without experimentally defined structures accessible for computational DTA prediction. In this work, we propose a new deep learning DTA model 3DProtDTA, which utilises AlphaFold structure predictions in conjunction with the graph representation of proteins. The model is superior to its rivals on common benchmarking datasets and has potential for further improvement.
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Affiliation(s)
- Taras Voitsitskyi
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
- Department of Physics of Biological Systems, Institute of Physics of The National Academy of Sciences of Ukraine Nauky Ave. 46 03038 Kyiv Ukraine
| | - Roman Stratiichuk
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
- Department of Biophysics and Medical Informatics, Educational and Scientific Centre "Institute of Biology and Medicine", Taras Shevchenko National University of Kyiv 64 Volodymyrska Str. 01601 Kyiv Ukraine
| | - Ihor Koleiev
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
| | | | | | | | | | | | - Roman Zhytar
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
| | | | - Semen Yesylevskyy
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences CZ-166 10 Prague 6 Czech Republic
- Department of Physics of Biological Systems, Institute of Physics of The National Academy of Sciences of Ukraine Nauky Ave. 46 03038 Kyiv Ukraine
| | - Alan Nafiiev
- Receptor.AI Inc. 20-22 Wenlock Road London N1 7GU UK
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Kandi V, Vadakedath S. Clinical Trials and Clinical Research: A Comprehensive Review. Cureus 2023; 15:e35077. [PMID: 36938261 PMCID: PMC10023071 DOI: 10.7759/cureus.35077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2023] [Indexed: 02/18/2023] Open
Abstract
Clinical research is an alternative terminology used to describe medical research. Clinical research involves people, and it is generally carried out to evaluate the efficacy of a therapeutic drug, a medical/surgical procedure, or a device as a part of treatment and patient management. Moreover, any research that evaluates the aspects of a disease like the symptoms, risk factors, and pathophysiology, among others may be termed clinical research. However, clinical trials are those studies that assess the potential of a therapeutic drug/device in the management, control, and prevention of disease. In view of the increasing incidences of both communicable and non-communicable diseases, and especially after the effects that Coronavirus Disease-19 (COVID-19) had on public health worldwide, the emphasis on clinical research assumes extremely essential. The knowledge of clinical research will facilitate the discovery of drugs, devices, and vaccines, thereby improving preparedness during public health emergencies. Therefore, in this review, we comprehensively describe the critical elements of clinical research that include clinical trial phases, types, and designs of clinical trials, operations of trial, audit, and management, and ethical concerns.
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Affiliation(s)
- Venkataramana Kandi
- Clinical Microbiology, Prathima Institute of Medical Sciences, Karimnagar, IND
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32
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Ernest JP, Ni Goh JJ, Strydom N, Wang Q, van Wijk RC, Zhang N, Deitchman A, Nuermberger E, Savic RM. Translational predictions of phase 2a first-in-patient efficacy studies for antituberculosis drugs. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.18.524608. [PMID: 36711493 PMCID: PMC9882354 DOI: 10.1101/2023.01.18.524608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Background Phase 2a trials in tuberculosis typically use early bactericidal activity (EBA), the decline in sputum colony forming units (CFU) over 14 days, as the primary outcome for testing the efficacy of drugs as monotherapy. However, the cost of phase 2a trials can range from 7 to 19.6 million dollars on average, while more than 30% of drugs fail to progress to phase 3. Better utilizing preclinical data to predict and prioritize the most likely drugs to succeed will thus help accelerate drug development and reduce costs. We aim to predict clinical EBA using preclinical in vivo pharmacokinetic-pharmacodynamic (PKPD) data and a model-based translational pharmacology approach. Methods and Findings First, mouse PK, PD and clinical PK models were compiled. Second, mouse PKPD models were built to derive an exposure response relationship. Third, translational prediction of clinical EBA studies was performed using mouse PKPD relationships and informed by clinical PK models and species-specific protein binding. Presence or absence of clinical efficacy was accurately predicted from the mouse model. Predicted daily decreases of CFU in the first 2 days of treatment and between day 2 and day 14 were consistent with clinical observations. Conclusion This platform provides an innovative solution to inform or even replace phase 2a EBA trials, to bridge the gap between mouse efficacy studies and phase 2b and phase 3 trials, and to substantially accelerate drug development.
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Wu K, Rodrigues L, Post G, Harvey G, White M, Miller A, Lambert L, Lewis B, Lopes C, Zou J. Analyses of canine cancer mutations and treatment outcomes using real-world clinico-genomics data of 2119 dogs. NPJ Precis Oncol 2023; 7:8. [PMID: 36658200 PMCID: PMC9852553 DOI: 10.1038/s41698-023-00346-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 01/05/2023] [Indexed: 01/21/2023] Open
Abstract
Spontaneous tumors in canines share significant genetic and histological similarities with human tumors, positioning them as valuable models to guide drug development. However, current translational studies have limited real world evidence as cancer outcomes are dispersed across veterinary clinics and genomic tests are rarely performed on dogs. In this study, we aim to expand the value of canine models by systematically characterizing genetic mutations in tumors and their response to targeted treatments. In total, we collect and analyze survival outcomes for 2119 tumor-bearing dogs and the prognostic effect of genomic alterations in a subset of 1108 dogs. Our analysis identifies prognostic concordance between canines and humans in several key oncogenes, including TP53 and PIK3CA. We also find that several targeted treatments designed for humans are associated with a positive prognosis when used to treat canine tumors with specific genomic alterations, underscoring the value of canine models in advancing drug discovery for personalized oncology.
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Affiliation(s)
- Kevin Wu
- One Health Company, Palo Alto, CA, US
- Department of Biomedical Data Science, Stanford University, Stanford, US
| | | | | | | | | | | | | | | | | | - James Zou
- One Health Company, Palo Alto, CA, US
- Department of Biomedical Data Science, Stanford University, Stanford, US
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Kono Y. Preparation of Magnetized Mesenchymal Stem Cells Using Magnetic Liposomes to Enhance Their Retention in Targeted Tissue —Evaluation of Retention and Anti-inflammatory Efficiency in Skeletal Muscle—. YAKUGAKU ZASSHI 2022; 142:1145-1151. [DOI: 10.1248/yakushi.22-00132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Yusuke Kono
- Ritsumeikan-Global Innovation Research Organization, Ritsumeikan University
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35
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Nikanjam M, Kato S, Kurzrock R. Of Mice, Not Men: When the Bench-to-Bedside Bridge Is Broken. JOURNAL OF IMMUNOTHERAPY AND PRECISION ONCOLOGY 2022; 5:87-89. [PMID: 36483587 PMCID: PMC9714416 DOI: 10.36401/jipo-22-x3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 08/17/2022] [Indexed: 05/30/2023]
Affiliation(s)
- Mina Nikanjam
- Division of Hematology-Oncology, University of California San Diego, La Jolla, CA, USA
| | - Shumei Kato
- Division of Hematology-Oncology, University of California San Diego, La Jolla, CA, USA
| | - Razelle Kurzrock
- Medical College of Wisconsin Cancer Center, Milwaukee, Wisconsin, USA
- Worldwide Network (WIN) for Personalized Cancer Therapy, Paris, France
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Sasserath T, Robertson AL, Mendez R, Hays TT, Smith E, Cooper H, Akanda N, Rumsey JW, Guo X, Farkhondeh A, Pradhan M, Baumgaertel K, Might M, Rodems S, Zheng W, Hickman JJ. An induced pluripotent stem cell-derived NMJ platform for study of the NGLY1-Congenital Disorder of Deglycosylation. ADVANCED THERAPEUTICS 2022; 5:2200009. [PMID: 36589922 PMCID: PMC9798846 DOI: 10.1002/adtp.202200009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Indexed: 01/05/2023]
Abstract
There are many neurological rare diseases where animal models have proven inadequate or do not currently exist. NGLY1 Deficiency, a congenital disorder of deglycosylation, is a rare disease that predominantly affects motor control, especially control of neuromuscular action. In this study, NGLY1-deficient, patient-derived induced pluripotent stem cells (iPSCs) were differentiated into motoneurons (MNs) to identify disease phenotypes analogous to clinical disease pathology with significant deficits apparent in the NGLY1-deficient lines compared to the control. A neuromuscular junction (NMJ) model was developed using patient and wild type (WT) MNs to study functional differences between healthy and diseased NMJs. Reduced axon length, increased and shortened axon branches, MN action potential (AP) bursting and decreased AP firing rate and amplitude were observed in the NGLY1-deficient MNs in monoculture. When transitioned to the NMJ-coculture system, deficits in NMJ number, stability, failure rate, and synchronicity with indirect skeletal muscle (SkM) stimulation were observed. This project establishes a phenotypic NGLY1 model for investigation of possible therapeutics and investigations into mechanistic deficits in the system.
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Affiliation(s)
- Trevor Sasserath
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Ashley L Robertson
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Roxana Mendez
- University of Central Florida, NanoScience Technology Center, 12424 Research Parkway, Suite 400, Orlando, FL 32826 USA
| | - Tristan T Hays
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Ethan Smith
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Helena Cooper
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Nesar Akanda
- University of Central Florida, NanoScience Technology Center, 12424 Research Parkway, Suite 400, Orlando, FL 32826 USA
| | - John W Rumsey
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
| | - Xiufang Guo
- University of Central Florida, NanoScience Technology Center, 12424 Research Parkway, Suite 400, Orlando, FL 32826 USA
| | - Atena Farkhondeh
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Building C, Room 310W Rockville, MD 20850, USA
| | - Manisha Pradhan
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Building C, Room 310W Rockville, MD 20850, USA
| | - Karsten Baumgaertel
- Travere Therapeutics, 3611 Valley Centre Drive, Suite 300, San Diego, CA, USA
| | - Matthew Might
- University of Alabama at Birmingham, Hugh Kaul Precision Medicine Institute, 510 20th St S, Office 858B, Birmingham, AL 35210, USA
| | - Steven Rodems
- Travere Therapeutics, 3611 Valley Centre Drive, Suite 300, San Diego, CA, USA
| | - Wei Zheng
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Building C, Room 310W Rockville, MD 20850, USA
| | - James J Hickman
- Hesperos, Inc., 12501 Research Parkway, Suite 100, Orlando, FL 32826 USA
- University of Central Florida, NanoScience Technology Center, 12424 Research Parkway, Suite 400, Orlando, FL 32826 USA
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Bteich YT, Hosri JE, Wehbi JA, Daou LR. Current landscape of clinical trials for HPV-positive head and neck squamous cell carcinoma (HNSCC). Ecancermedicalscience 2022; 16:1447. [PMID: 36405940 PMCID: PMC9666285 DOI: 10.3332/ecancer.2022.1447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Indexed: 09/01/2023] Open
Abstract
This study aims to determine the current state of clinical trials regarding HPV-positive head and neck squamous cell carcinoma (HNSCC). Clinical trials were filtered to fit the study's aim using Clinicaltrials.gov: trials concerning HNSCC specifically those related to HPV done between January 2005 and December 2020 were extracted and information regarding location, duration, phases, patient recruitment, trial status, results, primary outcome, type of intervention and publication status were collected and analysed. As a result, 123 trials were included. North American countries (USA and Canada) conducted more than two-thirds of the trials (72.4%) compared to European countries and the rest of the world. Trials in phase II constituted more than half of those included in this study (53.7%). From the 123 trials included in this study, only 30 had their NCT identification number linked to publications, but less than half (46.7%) of the publications stemmed from trials with results. Drug combination was the most widely studied treatment modality. Despite falling in the middle of the spectrum with respect to the number of trials when compared to other diseases, our research highlights the need for even more trials tackling multiple aspects of HPV-positive HNSCC.
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Affiliation(s)
- Yara T Bteich
- Lebanese University, Faculty of Medical Sciences, Beirut, Lebanon
- Co-first authors
| | - Jad E Hosri
- Lebanese University, Faculty of Medical Sciences, Beirut, Lebanon
- Co-first authors
| | - Jad A Wehbi
- Lebanese University, Faculty of Medical Sciences, Beirut, Lebanon
| | - Lea R Daou
- Lebanese University, Faculty of Medical Sciences, Beirut, Lebanon
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Kozyra P, Pitucha M. Terminal Phenoxy Group as a Privileged Moiety of the Drug Scaffold-A Short Review of Most Recent Studies 2013-2022. Int J Mol Sci 2022; 23:8874. [PMID: 36012142 PMCID: PMC9408176 DOI: 10.3390/ijms23168874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 08/03/2022] [Accepted: 08/07/2022] [Indexed: 11/16/2022] Open
Abstract
The terminal phenoxy group is a moiety of many drugs in use today. Numerous literature reports indicated its crucial importance for biological activity; thus, it is a privileged scaffold in medicinal chemistry. This review focuses on the latest achievements in the field of novel potential agents bearing a terminal phenoxy group in 2013-2022. The article provided information on neurological, anticancer, potential lymphoma agent, anti-HIV, antimicrobial, antiparasitic, analgesic, anti-diabetic as well as larvicidal, cholesterol esterase inhibitors, and antithrombotic or agonistic activities towards the adrenergic receptor. Additionally, for selected agents, the Structure-Activity-Relationship (SAR) is also discussed. Thus, this study may help the readers to better understand the nature of the phenoxy group, which will translate into rational drug design and the development of a more efficient drug. To the best of our knowledge, this is the first review devoted to an in-depth analysis of the various activities of compounds bearing terminal phenoxy moiety.
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Affiliation(s)
- Paweł Kozyra
- Independent Radiopharmacy Unit, Faculty of Pharmacy, Medical University of Lublin, 20-093 Lublin, Poland
| | - Monika Pitucha
- Independent Radiopharmacy Unit, Faculty of Pharmacy, Medical University of Lublin, 20-093 Lublin, Poland
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39
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Liu Y, Huang Y, Hou C, Li T, Xin B. The release kinetic of drug encapsulated poly(L-lactide-co-ɛ-caprolactone) core-shell nanofibers fabricated by emulsion electrospinning. JOURNAL OF MACROMOLECULAR SCIENCE PART A-PURE AND APPLIED CHEMISTRY 2022. [DOI: 10.1080/10601325.2022.2091452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Yi Liu
- School of Textile and Fashion Engineering, Shanghai University of Engineering Science, Shanghai, China
| | - Yifan Huang
- School of Textile and Fashion Engineering, Shanghai University of Engineering Science, Shanghai, China
| | - Chao Hou
- School of Textile and Fashion Engineering, Shanghai University of Engineering Science, Shanghai, China
| | - Tingxiao Li
- School of Textile and Fashion Engineering, Shanghai University of Engineering Science, Shanghai, China
| | - Binjie Xin
- School of Textile and Fashion Engineering, Shanghai University of Engineering Science, Shanghai, China
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40
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Sakyi PO, Broni E, Amewu RK, Miller WA, Wilson MD, Kwofie SK. Homology Modeling, de Novo Design of Ligands, and Molecular Docking Identify Potential Inhibitors of Leishmania donovani 24-Sterol Methyltransferase. Front Cell Infect Microbiol 2022; 12:859981. [PMID: 35719359 PMCID: PMC9201040 DOI: 10.3389/fcimb.2022.859981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 04/28/2022] [Indexed: 11/13/2022] Open
Abstract
The therapeutic challenges pertaining to leishmaniasis due to reported chemoresistance and toxicity necessitate the need to explore novel pathways to identify plausible inhibitory molecules. Leishmania donovani 24-sterol methyltransferase (LdSMT) is vital for the synthesis of ergosterols, the main constituents of Leishmania cellular membranes. So far, mammals have not been shown to possess SMT or ergosterols, making the pathway a prime candidate for drug discovery. The structural model of LdSMT was elucidated using homology modeling to identify potential novel 24-SMT inhibitors via virtual screening, scaffold hopping, and de-novo fragment-based design. Altogether, six potential novel inhibitors were identified with binding energies ranging from −7.0 to −8.4 kcal/mol with e-LEA3D using 22,26-azasterol and S1–S4 obtained from scaffold hopping via the ChEMBL, DrugBank, PubChem, ChemSpider, and ZINC15 databases. These ligands showed comparable binding energy to 22,26-azasterol (−7.6 kcal/mol), the main inhibitor of LdSMT. Moreover, all the compounds had plausible ligand efficiency-dependent lipophilicity (LELP) scores above 3. The binding mechanism identified Tyr92 to be critical for binding, and this was corroborated via molecular dynamics simulations and molecular mechanics Poisson–Boltzmann surface area (MM-PBSA) calculations. The ligand A1 was predicted to possess antileishmanial properties with a probability of activity (Pa) of 0.362 and a probability of inactivity (Pi) of 0.066, while A5 and A6 possessed dermatological properties with Pa values of 0.205 and 0.249 and Pi values of 0.162 and 0.120, respectively. Structural similarity search via DrugBank identified vabicaserin, daledalin, zanapezil, imipramine, and cefradine with antileishmanial properties suggesting that the de-novo compounds could be explored as potential antileishmanial agents.
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Affiliation(s)
- Patrick O. Sakyi
- Department of Chemistry, School of Physical and Mathematical Sciences, College of Basic and Applied Sciences, University of Ghana, Accra, Ghana
- Department of Chemical Sciences, School of Sciences, University of Energy and Natural Resources, Sunyani, Ghana
| | - Emmanuel Broni
- Department of Biomedical Engineering, School of Engineering Sciences, College of Basic & Applied Sciences, University of Ghana, Accra, Ghana
- Department of Parasitology, Noguchi Memorial Institute for Medical Research (NMIMR), College of Health Sciences (CHS), University of Ghana, Accra, Ghana
| | - Richard K. Amewu
- Department of Chemistry, School of Physical and Mathematical Sciences, College of Basic and Applied Sciences, University of Ghana, Accra, Ghana
| | - Whelton A. Miller
- Department of Medicine, Loyola University Medical Center, Maywood, IL, United States
- Department of Molecular Pharmacology and Neuroscience, Loyola University Medical Center, Maywood, IL, United States
- Department of Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, United States
| | - Michael D. Wilson
- Department of Parasitology, Noguchi Memorial Institute for Medical Research (NMIMR), College of Health Sciences (CHS), University of Ghana, Accra, Ghana
- Department of Medicine, Loyola University Medical Center, Maywood, IL, United States
| | - Samuel Kojo Kwofie
- Department of Biomedical Engineering, School of Engineering Sciences, College of Basic & Applied Sciences, University of Ghana, Accra, Ghana
- Department of Biochemistry, Cell and Molecular Biology, West African Centre for Cell Biology of Infectious Pathogens, College of Basic and Applied Sciences, University of Ghana, Accra, Ghana
- *Correspondence: Samuel Kojo Kwofie,
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Kandi V, Vundecode A, Godalwar TR, Dasari S, Vadakedath S, Godishala V. The Current Perspectives in Clinical Research: Computer-Assisted Drug Designing, Ethics, and Good Clinical Practice. BORNEO JOURNAL OF PHARMACY 2022. [DOI: 10.33084/bjop.v5i2.3013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
In the era of emerging microbial and non-communicable diseases and re-emerging microbial infections, the medical fraternity and the public are plagued by under-preparedness. It is evident by the severity of the Coronavirus disease (COVID-19) pandemic that novel microbial diseases are a challenge and are challenging to control. This is mainly attributed to the lack of complete knowledge of the novel microbe’s biology and pathogenesis and the unavailability of therapeutic drugs and vaccines to treat and control the disease. Clinical research is the only answer utilizing which can handle most of these circumstances. In this review, we highlight the importance of computer-assisted drug designing (CADD) and the aspects of molecular docking, molecular superimposition, 3D-pharmacophore technology, ethics, and good clinical practice (GCP) for the development of therapeutic drugs, devices, and vaccines.
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Abstract
Acute kidney injury (AKI) is a highly prevalent, heterogeneous syndrome, associated with increased short- and long-term mortality. A multitude of different factors cause AKI including ischemia, sepsis, nephrotoxic drugs, and urinary tract obstruction. Upon injury, the kidney initiates an intrinsic repair program that can result in adaptive repair with regeneration of damaged nephrons and functional recovery of epithelial activity, or maladaptive repair and persistence of damaged epithelial cells with a characteristic proinflammatory, profibrotic molecular signature. Maladaptive repair is linked to disease progression from AKI to chronic kidney disease. Despite extensive efforts, no therapeutic strategies provide consistent benefit to AKI patients. Since kidney biopsies are rarely performed in the acute injury phase in humans, most of our understanding of AKI pathophysiology is derived from preclinical AKI models. This raises the question of how well experimental models of AKI reflect the molecular and cellular mechanisms underlying human AKI? Here, we provide a brief overview of available AKI models, discuss their strengths and limitations, and consider important aspects of the AKI response in mice and humans, with a particular focus on the role of proximal tubule cells in adaptive and maladaptive repair.
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Affiliation(s)
- Louisa M S Gerhardt
- Department of Stem Cell Biology and Regenerative Medicine, Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research, Keck School of Medicine, University of Southern California, Los Angeles, CA.
| | - Andrew P McMahon
- Department of Stem Cell Biology and Regenerative Medicine, Eli and Edythe Broad Center for Regenerative Medicine and Stem Cell Research, Keck School of Medicine, University of Southern California, Los Angeles, CA
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Finding a chink in the armor: Update, limitations, and challenges toward successful antivirals against flaviviruses. PLoS Negl Trop Dis 2022; 16:e0010291. [PMID: 35482672 PMCID: PMC9049358 DOI: 10.1371/journal.pntd.0010291] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Flaviviruses have caused large epidemics and ongoing outbreaks for centuries. They are now distributed in every continent infecting up to millions of people annually and may emerge to cause future epidemics. Some of the viruses from this group cause severe illnesses ranging from hemorrhagic to neurological manifestations. Despite decades of research, there are currently no approved antiviral drugs against flaviviruses, urging for new strategies and antiviral targets. In recent years, integrated omics data-based drug repurposing paired with novel drug validation methodologies and appropriate animal models has substantially aided in the discovery of new antiviral medicines. Here, we aim to review the latest progress in the development of both new and repurposed (i) direct-acting antivirals; (ii) host-targeting antivirals; and (iii) multitarget antivirals against flaviviruses, which have been evaluated both in vitro and in vivo, with an emphasis on their targets and mechanisms. The search yielded 37 compounds that have been evaluated for their efficacy against flaviviruses in animal models; 20 of them are repurposed drugs, and the majority of them exhibit broad-spectrum antiviral activity. The review also highlighted the major limitations and challenges faced in the current in vitro and in vivo evaluations that hamper the development of successful antiviral drugs for flaviviruses. We provided an analysis of what can be learned from some of the approved antiviral drugs as well as drugs that failed clinical trials. Potent in vitro and in vivo antiviral efficacy alone does not warrant successful antiviral drugs; current gaps in studies need to be addressed to improve efficacy and safety in clinical trials.
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Abu Owida H, Al-Nabulsi JI, Alnaimat F, Al Sharah A, Al-Ayyad M, Turab NM, Abdullah M. Advancement of Nanofibrous Mats and Common Useful Drug Delivery Applications. Adv Pharmacol Pharm Sci 2022; 2022:9073837. [PMID: 35492808 PMCID: PMC9042622 DOI: 10.1155/2022/9073837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 02/15/2022] [Accepted: 04/07/2022] [Indexed: 11/18/2022] Open
Abstract
Electrospinning enables simple and cost-effective production of polymer nanofibers from different polymer materials. Drug delivery systems are capable of achieving maximum drug treatment benefits by significantly reducing adverse complications. Electrospun nanofibers have recently attracted considerable attention owing to their distinctive properties, including flexibility and biocompatibility. The implementation of functional constituents within nanostructure fibers blends is an effective technique for the administration of a variety of drugs in animal research, broadening the nanofiber capability and reliability. The nanofibrous mesh and its various application purposes are discussed in terms of a summary of recent research, emphasizing the ease of streaming and a large number of combinations of this approach, which could lead to a breakthrough in targeted therapy.
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Affiliation(s)
- Hamza Abu Owida
- Medical Engineering Department, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Jamal I. Al-Nabulsi
- Medical Engineering Department, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Feras Alnaimat
- Medical Engineering Department, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Ashraf Al Sharah
- Computer Engineering, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Muhammad Al-Ayyad
- Medical Engineering Department, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Nidal M. Turab
- Department of Networks and Information Security, Faculty of Information Technology, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Mustafa Abdullah
- Civil Engineering, Faculty of Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan
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Vermeulen I, Isin EM, Barton P, Cillero-Pastor B, Heeren RM. Multimodal molecular imaging in drug discovery and development. Drug Discov Today 2022; 27:2086-2099. [DOI: 10.1016/j.drudis.2022.04.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 03/03/2022] [Accepted: 04/08/2022] [Indexed: 02/06/2023]
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Harris S, Bonnici T, Keen T, Lilaonitkul W, White MJ, Swanepoel N. Clinical deployment environments: Five pillars of translational machine learning for health. Front Digit Health 2022; 4:939292. [PMID: 36060542 PMCID: PMC9437594 DOI: 10.3389/fdgth.2022.939292] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 07/25/2022] [Indexed: 01/14/2023] Open
Abstract
Machine Learning for Health (ML4H) has demonstrated efficacy in computer imaging and other self-contained digital workflows, but has failed to substantially impact routine clinical care. This is no longer because of poor adoption of Electronic Health Records Systems (EHRS), but because ML4H needs an infrastructure for development, deployment and evaluation within the healthcare institution. In this paper, we propose a design pattern called a Clinical Deployment Environment (CDE). We sketch the five pillars of the CDE: (1) real world development supported by live data where ML4H teams can iteratively build and test at the bedside (2) an ML-Ops platform that brings the rigour and standards of continuous deployment to ML4H (3) design and supervision by those with expertise in AI safety (4) the methods of implementation science that enable the algorithmic insights to influence the behaviour of clinicians and patients and (5) continuous evaluation that uses randomisation to avoid bias but in an agile manner. The CDE is intended to answer the same requirements that bio-medicine articulated in establishing the translational medicine domain. It envisions a transition from "real-world" data to "real-world" development.
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Affiliation(s)
- Steve Harris
- Institute of Health Informatics, University College London, London, United Kingdom
- Department of Critical Care, University College London Hospital, London, United Kingdom
- Correspondence: Steve Harris
| | - Tim Bonnici
- Institute of Health Informatics, University College London, London, United Kingdom
- Department of Critical Care, University College London Hospital, London, United Kingdom
| | - Thomas Keen
- Institute of Health Informatics, University College London, London, United Kingdom
| | - Watjana Lilaonitkul
- Institute of Health Informatics, University College London, London, United Kingdom
| | - Mark J. White
- Digital Healthcare, University College London Hospital, London, United Kingdom
| | - Nel Swanepoel
- Centre for Advanced Research Computing, University College London, London, United Kingdom
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Kvien TK, Patel K, Strand V. The cost savings of biosimilars can help increase patient access and lift the financial burden of health care systems. Semin Arthritis Rheum 2021; 52:151939. [PMID: 35027243 DOI: 10.1016/j.semarthrit.2021.11.009] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 10/29/2021] [Accepted: 11/17/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Biologics have provided improved clinical benefits to patients, but they come at a huge expense due to the high costs associated with their development and manufacturing. Biosimilars, which have been clinically studied and have demonstrated to be efficacious and safe, are more cost-effective versions of biologics, however, their uptake has been slow in the United States (US) compared to in the European Union (EU). OBJECTIVES In this analysis, we review the challenges to increased biosimilar use in the US and the successful strategies employed to increase biosimilar uptake in the EU. CONCLUSIONS Greater utilization of biosimilars in the US is an achievable goal but the federal government, pharmaceutical companies, and medical associations/institutions will need to work together to address patient and physician concerns and to remove incentives for using more expensive treatment options.
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Affiliation(s)
- Tore K Kvien
- Professor Emeritus of Rheumatology, University of Oslo; Senior Research Advisor, Diakonhjemmet Hospital, Oslo, Norway
| | - Kashyap Patel
- CEO, Carolina Blood and Cancer Care; President, Community Oncology Alliance (DC); Medical Director (consultant-part time), Blue Cross Blue Shields SC; Ellis Island Medal of Honor Award Nominee 2021; Trustee and Clinical Affairs Chair, Association of Community Cancer Centers (DC); Medical Director, International Oncology Network; Past President, South Carolina Oncology Society (2014-2015); Chief of Staff, Springs Memorial Hospital 2012-13, Rock Hill, South Carolina, United States
| | - Vibeke Strand
- Adjunct Clinical Professor, Division of Immunology/Rheumatology, Stanford University, Palo Alto, California, United States; ORCID ID: 0000-0003-4978-4072.
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Ravanmehr V, Blau H, Cappelletti L, Fontana T, Carmody L, Coleman B, George J, Reese J, Joachimiak M, Bocci G, Hansen P, Bult C, Rueter J, Casiraghi E, Valentini G, Mungall C, Oprea TI, Robinson PN. Supervised learning with word embeddings derived from PubMed captures latent knowledge about protein kinases and cancer. NAR Genom Bioinform 2021; 3:lqab113. [PMID: 34888523 PMCID: PMC8652379 DOI: 10.1093/nargab/lqab113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 10/14/2021] [Accepted: 11/24/2021] [Indexed: 11/17/2022] Open
Abstract
Inhibiting protein kinases (PKs) that cause cancers has been an important topic in cancer therapy for years. So far, almost 8% of >530 PKs have been targeted by FDA-approved medications, and around 150 protein kinase inhibitors (PKIs) have been tested in clinical trials. We present an approach based on natural language processing and machine learning to investigate the relations between PKs and cancers, predicting PKs whose inhibition would be efficacious to treat a certain cancer. Our approach represents PKs and cancers as semantically meaningful 100-dimensional vectors based on word and concept neighborhoods in PubMed abstracts. We use information about phase I-IV trials in ClinicalTrials.gov to construct a training set for random forest classification. Our results with historical data show that associations between PKs and specific cancers can be predicted years in advance with good accuracy. Our tool can be used to predict the relevance of inhibiting PKs for specific cancers and to support the design of well-focused clinical trials to discover novel PKIs for cancer therapy.
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Affiliation(s)
- Vida Ravanmehr
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Hannah Blau
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Luca Cappelletti
- AnacletoLab, Dipartimento di Informatica, Università degli Studi di Milano, Italy
| | - Tommaso Fontana
- AnacletoLab, Dipartimento di Informatica, Università degli Studi di Milano, Italy
| | - Leigh Carmody
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Ben Coleman
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
- University of Connecticut Health Center, Department of Genetics and Genome Sciences, Farmington, CT 06030, USA
| | - Joshy George
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Justin Reese
- Division of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94710, USA
| | - Marcin Joachimiak
- Division of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94710, USA
| | - Giovanni Bocci
- Department of Internal Medicine and UNM Comprehensive Cancer Center, UNM School of, Medicine, Albuquerque, NM 87102, USA
| | - Peter Hansen
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Carol Bult
- The Jackson Laboratory for Mammalian Genetics, Bar Harbor, ME 04609, USA
| | - Jens Rueter
- The Jackson Laboratory for Mammalian Genetics, Bar Harbor, ME 04609, USA
| | - Elena Casiraghi
- AnacletoLab, Dipartimento di Informatica, Università degli Studi di Milano, Italy
| | - Giorgio Valentini
- AnacletoLab, Dipartimento di Informatica, Università degli Studi di Milano, Italy
| | - Christopher Mungall
- Division of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94710, USA
| | - Tudor I Oprea
- Department of Internal Medicine and UNM Comprehensive Cancer Center, UNM School of, Medicine, Albuquerque, NM 87102, USA
| | - Peter N Robinson
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
- Institute for Systems Genomics, University of Connecticut, Farmington, CT 06032, USA
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Clinical Functional Genomics. Cancers (Basel) 2021; 13:cancers13184627. [PMID: 34572854 PMCID: PMC8465855 DOI: 10.3390/cancers13184627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/10/2021] [Accepted: 09/14/2021] [Indexed: 01/05/2023] Open
Abstract
Simple Summary Functional genomics refers to the activity of the genome, that is, how the information contained in DNA (the book) is read and ‘acted upon’ in a biological context. Genes are turned ‘on’ (resulting in the synthesis of RNA that is translated into proteins) or ‘off’ during development and in response to environmental stimuli. Mis-regulation of these process can manifest as disease. Functional genomics are currently being developed clinically to improve patient care, with some clear potential future goals within the field. This commentary discusses rapidly evolving clinical functional genomic pathways and the underpinning technologies that have allowed for recent research and scientific advancements, and addresses challenges faced in the field. Abstract Functional genomics is the study of how the genome and its products, including RNA and proteins, function and interact to affect different biological processes. The field of functional genomics includes transcriptomics, proteomics, metabolomics and epigenomics, as these all relate to controlling the genome leading to expression of particular phenotypes. By studying whole genomes—clinical genomics, transcriptomes and epigenomes—functional genomics allows the exploration of the diverse relationship between genotype and phenotype, not only for humans as a species but also in individuals, allowing an understanding and evaluation of how the functional genome ‘contributes’ to different diseases. Functional variation in disease can help us better understand that disease, although it is currently limited in terms of ethnic diversity, and will ultimately give way to more personalized treatment plans.
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Specific Pathogen-Free Animals for Civilian and Military Trauma: a Cautionary Note in the Translation of New Drug Therapies. Shock 2021; 54:232-236. [PMID: 32665536 DOI: 10.1097/shk.0000000000001495] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Specific-pathogen free (SPF) animals were introduced into biomedical research in the early 1960s to reduce the incidence of disease into experimental design. The goal was to provide animals with selected microbiota compatible with sustained health. Sixty years later, SPF status has become a variable itself in biomedical research. Alterations in the gut microbiome-host relationship can profoundly influence basic physiology, immune/inflammatory function, susceptibility to infection and disease, and behavior. In addition, it can influence the translational success of a drug or technology from animal models to humans. We discuss this aspect of SPF status in animal models used for military or civilian trauma and shock research. Currently, there is a broad spectrum of SPF exclusion and inclusion criteria which vary from one supplier or animal husbandry facility. If translation to humans is the end-game of trauma research, we recommend replicating a gut microbiome similar to the wild-type for optimal success. We further suggest that at the end of each publication a URL access be provided on Animal Microbial/Pathogen Exclusion Status that a study was based upon. This may help address the differences in results within a single laboratory or between laboratories around the world and improve translation success.
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