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Savva KV, Kawka M, Vadhwana B, Penumaka R, Patton I, Khan K, Perrott C, Das S, Giot M, Mavroveli S, Hanna GB, Ni MZ, Peters CJ. The Biomarker Toolkit - an evidence-based guideline to predict cancer biomarker success and guide development. BMC Med 2023; 21:383. [PMID: 37794461 PMCID: PMC10552368 DOI: 10.1186/s12916-023-03075-3] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 09/08/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND An increased number of resources are allocated on cancer biomarker discovery, but very few of these biomarkers are clinically adopted. To bridge the gap between Biomarker discovery and clinical use, we aim to generate the Biomarker Toolkit, a tool designed to identify clinically promising biomarkers and promote successful biomarker translation. METHODS All features associated with a clinically useful biomarker were identified using mixed-methodology, including systematic literature search, semi-structured interviews, and an online two-stage Delphi-Survey. Validation of the checklist was achieved by independent systematic literature searches using keywords/subheadings related to clinically and non-clinically utilised breast and colorectal cancer biomarkers. Composite aggregated scores were generated for each selected publication based on the presence/absence of an attribute listed in the Biomarker Toolkit checklist. RESULTS Systematic literature search identified 129 attributes associated with a clinically useful biomarker. These were grouped in four main categories including: rationale, clinical utility, analytical validity, and clinical validity. This checklist was subsequently developed using semi-structured interviews with biomarker experts (n=34); and 88.23% agreement was achieved regarding the identified attributes, via the Delphi survey (consensus level:75%, n=51). Quantitative validation was completed using clinically and non-clinically implemented breast and colorectal cancer biomarkers. Cox-regression analysis suggested that total score is a significant driver of biomarker success in both cancer types (BC: p>0.0001, 95.0% CI: 0.869-0.935, CRC: p>0.0001, 95.0% CI: 0.918-0.954). CONCLUSIONS This novel study generated a validated checklist with literature-reported attributes linked with successful biomarker implementation. Ultimately, the application of this toolkit can be used to detect biomarkers with the highest clinical potential and shape how biomarker studies are designed/performed.
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Affiliation(s)
- Katerina-Vanessa Savva
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK.
| | - Michal Kawka
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Bhamini Vadhwana
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Rahul Penumaka
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Imogen Patton
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Komal Khan
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Claire Perrott
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Saranya Das
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Maxime Giot
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Stella Mavroveli
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - George B Hanna
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Melody Zhifang Ni
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Christopher J Peters
- Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
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Rasmussen DGK, Anstee QM, Torstenson R, Golding B, Patterson SD, Brass C, Thakker P, Harrison S, Billin AN, Schuppan D, Dufour JF, Andersson A, Wigley I, Shumbayawonda E, Dennis A, Schoelch C, Ratziu V, Yunis C, Bossuyt P, Karsdal MA. NAFLD and NASH biomarker qualification in the LITMUS consortium - Lessons learned. J Hepatol 2023; 78:852-865. [PMID: 36526000 DOI: 10.1016/j.jhep.2022.11.028] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 12/15/2022]
Abstract
Biomarkers have the potential to accelerate drug development, as early indicators of improved clinical response, to improve patient safety, and for personalised medicine. However, few have been approved through the biomarker qualification pathways of the regulatory agencies. This paper outlines how biomarkers can accelerate drug development, and reviews the lessons learned by the EU IMI2-funded LITMUS consortium, which has had several interactions with regulatory agencies in both the US and EU regarding biomarker qualification in patients with non-alcoholic fatty liver disease and non-alcoholic steatohepatitis. Sharing knowledge of such interactions with the scientific community is of paramount importance to increase the chances of qualification of relevant biomarkers that may accelerate drug development, and thereby help patients, across disease indications. A qualified biomarker enables a decision to be made that all understand and support in a common framework.
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Affiliation(s)
| | - Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom; Newcastle NIHR Biomedical Research Centre, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Richard Torstenson
- Astrazeneca, Regulatory Affairs, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, Gothenburg, Sweden
| | - Bruno Golding
- Roche Diagnostics International, Rotkreuz, Switzerland
| | | | | | - Paresh Thakker
- Takeda Development Center Americas, Inc., 95 Hayden Avenue, Lexington, MA 02421, USA
| | - Stephen Harrison
- Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | | | - Detlef Schuppan
- Institute of Translational Immunology and Research Center for Immune Therapy, Mainz University Medical Center, 55131, Mainz, Germany; Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA
| | | | | | | | | | | | | | - Vlad Ratziu
- Sorbonne University, Paris, France; Pitié-Salpêtrière Hospital, Paris, France
| | - Carla Yunis
- Global Product Development, Internal Medicine and Hospital, Pfizer Inc, Florida, USA
| | - Patrick Bossuyt
- Department of Epidemiology and Data Science, Amsterdam University Medical Centres, University of Amsterdam, Amsterdam, the Netherlands
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3
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Sarmad S, Viant MR, Dunn WB, Goodacre R, Wilson ID, Chappell KE, Griffin JL, O'Donnell VB, Naicker B, Lewis MR, Suzuki T. A proposed framework to evaluate the quality and reliability of targeted metabolomics assays from the UK Consortium on Metabolic Phenotyping (MAP/UK). Nat Protoc 2023; 18:1017-1027. [PMID: 36828894 DOI: 10.1038/s41596-022-00801-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 11/24/2022] [Indexed: 02/26/2023]
Abstract
Targeted metabolite assays that measure tens or hundreds of pre-selected metabolites, typically using liquid chromatography-mass spectrometry, are increasingly being developed and applied to metabolic phenotyping studies. These are used both as standalone phenotyping methods and for the validation of putative metabolic biomarkers obtained from untargeted metabolomics studies. However, there are no widely accepted standards in the scientific community for ensuring reliability of the development and validation of targeted metabolite assays (referred to here as 'targeted metabolomics'). Most current practices attempt to adopt, with modifications, the strict guidance provided by drug regulatory authorities for analytical methods designed largely for measuring drugs and other xenobiotic analytes. Here, the regulatory guidance provided by the European Medicines Agency, US Food and Drug Administration and International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use are summarized. In this Perspective, we have adapted these guidelines and propose a less onerous 'tiered' approach to evaluate the reliability of a wide range of metabolomics analyses, addressing the need for community-accepted, harmonized guidelines for tiers other than full validation. This 'fit-for-purpose' tiered approach comprises four levels-discovery, screening, qualification and validation-and is discussed in the context of a range of targeted and untargeted metabolomics assays. Issues arising with targeted multiplexed metabolomics assays, and how these might be addressed, are considered. Furthermore, guidance is provided to assist the community with selecting the appropriate degree of reliability for a series of well-defined applications of metabolomics.
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Affiliation(s)
- Sarir Sarmad
- Department of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Leicester, UK
| | - Mark R Viant
- Phenome Centre Birmingham, University of Birmingham, Birmingham, UK
| | - Warwick B Dunn
- Centre for Metabolomics Research, Department of Biochemistry and Systems Biology, Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK.,Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Royston Goodacre
- Centre for Metabolomics Research, Department of Biochemistry and Systems Biology, Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Ian D Wilson
- Division of Systems Medicine, Department of Metabolism, Digestion & Reproduction, Imperial College London, London, UK
| | - Katie E Chappell
- The National Phenome Centre, Department of Metabolism, Digestion & Reproduction, Imperial College London, London, UK
| | - Julian L Griffin
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Valerie B O'Donnell
- Systems Immunity Research Institute, School of Medicine, Cardiff University, Cardiff, UK
| | - Brendon Naicker
- Systems Immunity Research Institute, School of Medicine, Cardiff University, Cardiff, UK
| | - Matthew R Lewis
- The National Phenome Centre, Department of Metabolism, Digestion & Reproduction, Imperial College London, London, UK
| | - Toru Suzuki
- Department of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Leicester, UK. .,The Institute of Medical Science, The University of Tokyo, Tokyo, Japan.
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4
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Landry V, Coburn P, Kost K, Liu X, Li-Jessen NYK. Diagnostic Accuracy of Liquid Biomarkers in Airway Diseases: Toward Point-of-Care Applications. Front Med (Lausanne) 2022; 9:855250. [PMID: 35733871 PMCID: PMC9207186 DOI: 10.3389/fmed.2022.855250] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 05/04/2022] [Indexed: 12/30/2022] Open
Abstract
Background Liquid biomarkers have shown increasing utility in the clinical management of airway diseases. Salivary and blood samples are particularly amenable to point-of-care (POC) testing due to simple specimen collection and processing. However, very few POC tests have successfully progressed to clinical application due to the uncertainty and unpredictability surrounding their diagnostic accuracy. Objective To review liquid biomarkers of airway diseases with well-established diagnostic accuracies and discuss their prospects for future POC applications. Methodology A literature review of publications indexed in Medline or Embase was performed to evaluate the diagnostic accuracy of liquid biomarkers for chronic obstructive pulmonary disease (COPD), asthma, laryngopharyngeal reflux (LPR), and COVID-19. Results Of 3,628 studies, 71 fulfilled the inclusion criteria. Sputum and blood eosinophils were the most frequently investigated biomarkers for the management of asthma and COPD. Salivary pepsin was the only biomarker with a well-documented accuracy for the diagnosis of LPR. Inflammatory blood biomarkers (e.g., CRP, D-dimers, ferritin) were found to be useful to predict the severity, complications, and mortality related to COVID-19 infection. Conclusion Multiple liquid biomarkers have well-established diagnostic accuracies and are thus amenable to POC testing in clinical settings.
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Affiliation(s)
- Vivianne Landry
- Faculty of Medicine, University of Montreal, Montreal, QC, Canada
- School of Communication Sciences & Disorders, McGill University, Montreal, QC, Canada
| | - Patrick Coburn
- School of Communication Sciences & Disorders, McGill University, Montreal, QC, Canada
| | - Karen Kost
- Department of Otolaryngology-Head & Neck Surgery, McGill University, Montreal, QC, Canada
| | - Xinyu Liu
- Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Nicole Y. K. Li-Jessen
- School of Communication Sciences & Disorders, McGill University, Montreal, QC, Canada
- Department of Otolaryngology-Head & Neck Surgery, McGill University, Montreal, QC, Canada
- Department of Biomedical Engineering, McGill University, Montreal, QC, Canada
- The Research Institute of the McGill University Health Centre, Montreal, QC, Canada
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5
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Saleh S, George J, Kott KA, Meikle PJ, Figtree GA. The Translation and Commercialisation of Biomarkers for Cardiovascular Disease—A Review. Front Cardiovasc Med 2022; 9:897106. [PMID: 35722087 PMCID: PMC9201254 DOI: 10.3389/fcvm.2022.897106] [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: 03/15/2022] [Accepted: 05/11/2022] [Indexed: 11/19/2022] Open
Abstract
As a leading cause of mortality and morbidity worldwide, cardiovascular disease and its diagnosis, quantification, and stratification remain significant health issues. Increasingly, patients present with cardiovascular disease in the absence of known risk factors, suggesting the presence of yet unrecognized pathological processes and disease predispositions. Fortunately, a host of emerging cardiovascular biomarkers characterizing and quantifying ischaemic heart disease have shown great promise in both laboratory settings and clinical trials. These have demonstrated improved predictive value additional to widely accepted biomarkers as well as providing insight into molecular phenotypes beneath the broad umbrella of cardiovascular disease that may allow for further personalized treatment regimens. However, the process of translation into clinical practice – particularly navigating the legal and commercial landscape – poses a number of challenges. Practical and legal barriers to the biomarker translational pipeline must be further considered to develop strategies to bring novel biomarkers into the clinical sphere and apply these advances at the patient bedside. Here we review the progress of emerging biomarkers in the cardiovascular space, with particular focus on those relevant to the unmet needs in ischaemic heart disease.
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Affiliation(s)
- Soloman Saleh
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Jacob George
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Katharine A. Kott
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
| | - Peter J. Meikle
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Gemma A. Figtree
- Cardiothoracic and Vascular Health, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Cardiology, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, NSW, Australia
- Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia
- *Correspondence: Gemma A. Figtree
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6
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Abstract
The state of environmental pollution is of random character, and it depends on climatic conditions, landforms, development and industrialization. It is estimated that in the last decade as many pollutants have been released into the environment as in the previous 70 years, and the pollution rate still increases. Many scientific reports indicate that, in addition to metals, pesticides are the most commonly detected compounds in the environment. This situation is mainly due to the irrational use of these chemicals by humans. Mostly, soil environment changes caused by the influence of pesticides can be determined by various chemical analyses, which require the use of sophisticated and expensive equipment. However, biological methods, such as those using microbiological activity and an abundance of microorganisms, e.g., organisms responsible for the cycle of organic matter and nutrients, tend to be neglected. For this reason, the aim of the present study is not only to assess the validity of other research studies that were performed based on the available literature but to compile methods and compare them, which allows for an in depth understanding of the complexity of soil processes following herbicide application by conducting comprehensive soil biomonitoring.
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7
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Fader KA, Zhang J, Menetski JP, Thadhani RI, Antman EM, Friedman GS, Ramaiah SK, Vaidya VS. A Biomarker-Centric Approach to Drug Discovery and Development: Lessons Learned from the Coronavirus Disease 2019 Pandemic. J Pharmacol Exp Ther 2021; 376:12-20. [PMID: 33115823 PMCID: PMC11046728 DOI: 10.1124/jpet.120.000204] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 10/13/2020] [Indexed: 11/22/2022] Open
Abstract
Faced with the health and economic consequences of the global spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the biomedical community came together to identify, diagnose, prevent, and treat the novel disease at breathtaking speeds. The field advanced from a publicly available viral genome to a commercialized globally scalable diagnostic biomarker test in less than 2 months, and first-in-human dosing with vaccines and repurposed antivirals followed shortly thereafter. This unprecedented efficiency was driven by three key factors: 1) international multistakeholder collaborations, 2) widespread data sharing, and 3) flexible regulatory standards tailored to meet the urgency of the situation. Learning from the remarkable success achieved during this public health crisis, we are proposing a biomarker-centric approach throughout the drug development pipeline. Although all therapeutic areas would benefit from end-to-end biomarker science, efforts should be prioritized to areas with the greatest unmet medical needs, including neurodegenerative diseases, chronic lower respiratory diseases, metabolic disorders, and malignant neoplasms. SIGNIFICANCE STATEMENT: Faced with the unprecedented threat of the severe acute respiratory syndrome coronavirus 2 pandemic, the biomedical community collaborated to develop a globally scalable diagnostic biomarker (viral DNA) that catalyzed therapeutic development at breathtaking speeds. Learning from this remarkable efficiency, we propose a multistakeholder biomarker-centric approach to drug development across therapeutic areas with unmet medical needs.
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Affiliation(s)
- Kelly A Fader
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Jiangwei Zhang
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Joseph P Menetski
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Ravi I Thadhani
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Elliott M Antman
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Gary S Friedman
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Shashi K Ramaiah
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
| | - Vishal S Vaidya
- Worldwide Research, Development and Medical, Pfizer Inc., Cambridge, Massachusetts (K.A.F., J.Z., G.S.F., S.K.R., V.S.V.); Foundation for the National Institutes of Health, Bethesda, Maryland (J.P.M.); Mass General Brigham, Boston, Massachusetts (R.I.T.); and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (E.M.A.)
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Zabka TS, Burkhardt J, Reagan WJ, Gautier JC, Glaab WE, Guffroy M, Harding J, Brees D, McDuffie E, Ramaiah L, Schultze AE, Smith JD, Wolfreys A, Dalmas DA. The use of emerging safety biomarkers in nonclinical and clinical safety assessment - The current and future state: An IQ DruSafe industry survey. Regul Toxicol Pharmacol 2020; 120:104857. [PMID: 33387566 DOI: 10.1016/j.yrtph.2020.104857] [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: 02/17/2020] [Revised: 12/17/2020] [Accepted: 12/24/2020] [Indexed: 11/17/2022]
Abstract
Pharmaceutical and biotechnology companies rarely disclose their use of translational emerging safety biomarkers (ESBs) during drug development, and the impact of ESB use on the speed of drug development remains unclear. A cross-industry survey of 20 companies of varying size was conducted to understand current trends in ESB use and future use prospects. The objectives were to: (1) determine current ESB use in nonclinical and clinical drug development and impact on asset advancement; (2) identify opportunities, gaps, and challenges to greater ESB implementation; and (3) benchmark perspectives on regulatory acceptance. Although ESBs were employed in only 5-50% of studies/programs, most companies used ESBs to some extent, with larger companies demonstrating greater nonclinical use. Inclusion of ESBs in investigational new drug applications (INDs) was similar across all companies; however, differences in clinical trial usage could vary among the prevailing health authority (HA). Broader implementation of ESBs requires resource support, cross-industry partnerships, and collaboration with HAs. This includes generating sufficient foundational data, demonstrating nonclinical to clinical translatability and practical utility, and clearly written criteria by HAs to enable qualification. If achieved, ESBs will play a critical role in the development of next-generation, translationally-tailored standard laboratory tests for drug development.
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Affiliation(s)
- Tanja S Zabka
- Genentech Inc, 1 DNA Way, South San Francisco, CA, USA.
| | | | | | | | | | | | - Joanna Harding
- AstraZeneca, Da Vinci Building, Melbourn Science Park, Cambridge Road, Melbourn, Royston, Hertfordshire, UK.
| | | | | | - Lila Ramaiah
- Pfizer, 401 North Middletown Road, Pearl River, NY, USA.
| | - A Eric Schultze
- Lilly Research Laboratories, 893 S Delaware St, Indianapolis, IN, USA.
| | - James D Smith
- Boehringer Ingelheim, 900 Ridgebury Rd, Ridgefield, CT, USA.
| | | | - Deidre A Dalmas
- GlaxoSmithKline, 1250 S. Collegeville Rd, Collegeville, PA, USA.
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9
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Accelerating protein biomarker discovery and translation from proteomics research for clinical utility. Bioanalysis 2020; 12:1469-1481. [DOI: 10.4155/bio-2020-0198] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Discovery proteomics research has made significant progress in the past several years; however, the number of protein biomarkers deployed in clinical practice remains rather limited. There are several scientific and procedural gaps between discovery proteomics research and clinical implementation, which have contributed to poor biomarker validity and few clinical applications. The complexity and low throughput of proteomics approaches have added additional barriers for biomarker assay translation to clinical applications. Recently, targeted proteomics have become a powerful tool to bridge the biomarker discovery to clinical validation. In this perspective, we discuss the challenges and strategies in proteomics research from a clinical perspective, and propose several recommendations for discovery proteomics research to accelerate protein biomarker discovery and translation for future clinical applications.
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10
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Mowday AM, Copp JN, Syddall SP, Dubois LJ, Wang J, Lieuwes NG, Biemans R, Ashoorzadeh A, Abbattista MR, Williams EM, Guise CP, Lambin P, Ackerley DF, Smaill JB, Theys J, Patterson AV. E. coli nitroreductase NfsA is a reporter gene for non-invasive PET imaging in cancer gene therapy applications. Theranostics 2020; 10:10548-10562. [PMID: 32929365 PMCID: PMC7482819 DOI: 10.7150/thno.46826] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 07/30/2020] [Indexed: 12/13/2022] Open
Abstract
The use of reporter genes to non-invasively image molecular processes inside cells has significant translational potential, particularly in the context of systemically administered gene therapy vectors and adoptively administered cells such as immune or stem cell based therapies. Bacterial nitroreductase enzymes possess ideal properties for reporter gene imaging applications, being of non-human origin and possessing the ability to metabolize a range of clinically relevant nitro(hetero)cyclic substrates. Methods: A library of eleven Escherichia coli nitroreductase candidates were screened for the ability to efficiently metabolize 2-nitroimidazole based positron emission tomography (PET) probes originally developed as radiotracers for hypoxic cell imaging. Several complementary methods were utilized to detect formation of cell-entrapped metabolites, including various in vitro and in vivo models to establish the capacity of the 2-nitroimidazole PET agent EF5 to quantify expression of a nitroreductase candidate. Proof-of-principle PET imaging studies were successfully conducted using 18F-HX4. Results: Recombinant enzyme kinetics, bacterial SOS reporter assays, anti-proliferative assays and flow cytometry approaches collectively identified the major oxygen-insensitive nitroreductase NfsA from E. coli (NfsA_Ec) as the most promising nitroreductase reporter gene. Cells expressing NfsA_Ec were demonstrably labelled with the imaging agent EF5 in a manner that was quantitatively superior to hypoxia, in monolayers (2D), multicellular layers (3D), and in human tumor xenograft models. EF5 retention correlated with NfsA_Ec positive cell density over a range of EF5 concentrations in 3D in vitro models and in xenografts in vivo and was predictive of in vivo anti-tumor activity of the cytotoxic prodrug PR-104. Following PET imaging with 18F-HX4, a significantly higher tumor-to-blood ratio was observed in two xenograft models for NfsA_Ec expressing tumors compared to the parental tumors thereof, providing verification of this reporter gene imaging approach. Conclusion: This study establishes that the bacterial nitroreductase NfsA_Ec can be utilized as an imaging capable reporter gene, with the ability to metabolize and trap 2-nitroimidazole PET imaging agents for non-invasive imaging of gene expression.
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11
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Menetski JP, Hoffmann SC, Cush SS, Kamphaus TN, Austin CP, Herrling PL, Wagner JA. The Foundation for the National Institutes of Health Biomarkers Consortium: Past Accomplishments and New Strategic Direction. Clin Pharmacol Ther 2019; 105:829-843. [PMID: 30648736 PMCID: PMC6593617 DOI: 10.1002/cpt.1362] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 12/18/2018] [Indexed: 11/16/2022]
Abstract
The Foundation for the National Institutes of Health (FNIH) Biomarkers Consortium (BC) is a public-private partnership that aims to facilitate drug development with biomarkers across a range of therapeutic areas. The BC is organized to address specific precompetitive biomarker projects, giving participating stakeholders a role in the design and conduct of projects and making the results freely public. Ultimately, the goals of the BC are to accelerate the development of new medicines, inform regulatory decision making, and improve patient care. Here, we describe how the BC works and briefly highlight its accomplishments. The BC has had many notable successful biomarker projects in the past 12 years, including I-SPY2, which has improved clinical trials and biomarker use for breast cancer, and an evidentiary framework for biomarker qualification. Recently, the BC has undergone a strategic expansion of its scope to include related drug development tools along the lines of the Biomarkers, Endpoints, and other Tools (BEST) resource.
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Affiliation(s)
- Joseph P. Menetski
- Foundation for the National Institutes of HealthNorth BethesdaMarylandUSA
| | - Steven C. Hoffmann
- Foundation for the National Institutes of HealthNorth BethesdaMarylandUSA
| | - Stephanie S. Cush
- Foundation for the National Institutes of HealthNorth BethesdaMarylandUSA
| | | | - Christopher P. Austin
- National Center for Advancing Translational SciencesNational Institutes of HealthBethesdaMarylandUSA
| | - Paul L. Herrling
- Foundation for the National Institutes of HealthBethesdaMarylandUSA
| | - John A. Wagner
- Takeda Pharmaceuticals International Co.CambridgeMassachusettsUSA
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12
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Leptak C, Menetski JP, Wagner JA, Aubrecht J, Brady L, Brumfield M, Chin WW, Hoffmann S, Kelloff G, Lavezzari G, Ranganathan R, Sauer JM, Sistare FD, Zabka T, Wholley D. What evidence do we need for biomarker qualification? Sci Transl Med 2018; 9:9/417/eaal4599. [PMID: 29167393 DOI: 10.1126/scitranslmed.aal4599] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 11/03/2017] [Indexed: 12/22/2022]
Abstract
Biomarkers can facilitate all aspects of the drug development process. However, biomarker qualification-the use of a biomarker that is accepted by the U.S. Food and Drug Administration-needs a clear, predictable process. We describe a multistakeholder effort including government, industry, and academia that proposes a framework for defining the amount of evidence needed for biomarker qualification. This framework is intended for broad applications across multiple biomarker categories and uses.
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Affiliation(s)
- Chris Leptak
- Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD 20993, USA
| | - Joseph P Menetski
- Foundation for the National Institutes of Health (NIH), North Bethesda, MD 20852, USA
| | - John A Wagner
- Takeda Pharmaceuticals International Co., Cambridge, MA 02139, USA
| | | | - Linda Brady
- National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
| | | | - William W Chin
- Pharmaceutical Research and Manufacturers of America, Washington, DC 20004, USA
| | - Steve Hoffmann
- Foundation for the National Institutes of Health (NIH), North Bethesda, MD 20852, USA
| | - Gary Kelloff
- National Cancer Institute, NIH, Rockville, MD 20850, USA
| | | | | | | | | | - Tanja Zabka
- Genentech Inc., South San Francisco, CA 94080, USA
| | - David Wholley
- Foundation for the National Institutes of Health (NIH), North Bethesda, MD 20852, USA.
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13
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Colón-Franco JM. Decoding the Pathway to Biomarker Qualification: Will an Evidentiary Map Framework Do the Trick? Clin Chem 2018; 64:873-874. [PMID: 32100857 DOI: 10.1373/clinchem.2018.286559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 02/20/2018] [Indexed: 11/06/2022]
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14
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Arnerić SP, Batrla-Utermann R, Beckett L, Bittner T, Blennow K, Carter L, Dean R, Engelborghs S, Genius J, Gordon MF, Hitchcock J, Kaplow J, Luthman J, Meibach R, Raunig D, Romero K, Samtani MN, Savage M, Shaw L, Stephenson D, Umek RM, Vanderstichele H, Willis B, Yule S. Cerebrospinal Fluid Biomarkers for Alzheimer's Disease: A View of the Regulatory Science Qualification Landscape from the Coalition Against Major Diseases CSF Biomarker Team. J Alzheimers Dis 2018; 55:19-35. [PMID: 27662307 PMCID: PMC5115607 DOI: 10.3233/jad-160573] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Alzheimer's disease (AD) drug development is burdened with the current requirement to conduct large, lengthy, and costly trials to overcome uncertainty in patient progression and effect size on treatment outcome measures. There is an urgent need for the discovery, development, and implementation of novel, objectively measured biomarkers for AD that would aid selection of the appropriate subpopulation of patients in clinical trials, and presumably, improve the likelihood of successfully evaluating innovative treatment options. Amyloid deposition and tau in the brain, which are most commonly assessed either in cerebrospinal fluid (CSF) or by molecular imaging, are consistently and widely accepted. Nonetheless, a clear gap still exists in the accurate identification of subjects that truly have the hallmarks of AD. The Coalition Against Major Diseases (CAMD), one of 12 consortia of the Critical Path Institute (C-Path), aims to streamline drug development for AD and related dementias by advancing regulatory approved drug development tools for clinical trials through precompetitive data sharing and adoption of consensus clinical data standards. This report focuses on the regulatory process for biomarker qualification, briefly comments on how it contrasts with approval or clearance of companion diagnostics, details the qualifications currently available to the field of AD, and highlights the current challenges facing the landscape of CSF biomarkers qualified as hallmarks of AD. Finally, it recommends actions to accelerate regulatory qualification of CSF biomarkers that would, in turn, improve the efficiency of AD therapeutic development.
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Affiliation(s)
- Stephen P Arnerić
- Critical Path Institute, Coalition Against Major Diseases, Tucson, AZ, USA
| | | | | | | | - Kaj Blennow
- Clinical Neurochemistry Lab, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Sahlgrenska University Hospital, Mölndal, Sweden
| | | | - Robert Dean
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Sebastiaan Engelborghs
- Reference Center for Biological Markers of Dementia (BIODEM), University of Antwerp, Antwerp, Belgium
| | | | | | | | | | | | | | | | - Klaus Romero
- Critical Path Institute, Coalition Against Major Diseases, Tucson, AZ, USA
| | | | | | - Leslie Shaw
- University of Pennsylvania, Philadelphia, PA, USA
| | - Diane Stephenson
- Critical Path Institute, Coalition Against Major Diseases, Tucson, AZ, USA
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15
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Abstract
Since the human genome project in 2003, the view of personalized medicine to improve diagnosis and cure diseases at the molecular level became more real. Sequencing the human genome brought some benefits in medicine such as early detection of diseases with a genetic predisposition, treating patients with rare diseases, the design of gene therapy and the understanding of pharmacogenetics in the metabolism of drugs. This review explains the concepts of pharmacogenetics, polymorphisms, mutations, variations, and alleles, and how this information has helped us better understand the metabolism of drugs. Multiple resources are presented to promote reducing the gap between scientists, physicians, and patients in understanding the use and benefits of pharmacogenetics. Some of the most common clinical examples of genetic variants and how pharmacogenetics was used to determine treatment options for patients having these variants were discussed. Finally, we evaluated some of the challenges of implementing pharmacogenetics in a clinical setting and proposed actions to be taken to make pharmacogenetics a standard diagnostic tool in personalized medicine.
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Affiliation(s)
- J T Oates
- Department of Pharmaceutical Sciences, Biomanufacturing Research Institute and Technology Enterprise (BRITE), College of Arts and Sciences, North Carolina Central University, USA
| | - D Lopez
- Department of Pharmaceutical Sciences, Biomanufacturing Research Institute and Technology Enterprise (BRITE), College of Arts and Sciences, North Carolina Central University, USA
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16
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Gerlach CV, Derzi M, Ramaiah SK, Vaidya VS. Industry Perspective on Biomarker Development and Qualification. Clin Pharmacol Ther 2017; 103:27-31. [DOI: 10.1002/cpt.919] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 10/12/2017] [Accepted: 10/15/2017] [Indexed: 12/17/2022]
Affiliation(s)
- Cory V. Gerlach
- Harvard Program in Therapeutic Science; Harvard Medical School; Boston Massachusetts USA
- Renal Division; Brigham & Women's Hospital; Boston Massachusetts USA
- Department of Environmental Health; Harvard T. H. Chan School of Public Health; Boston Massachusetts USA
| | - Mazin Derzi
- Drug Safety Research and Development; Pfizer Inc.; Cambridge Massachusetts USA
| | - Shashi K. Ramaiah
- Drug Safety Research and Development; Pfizer Inc.; Cambridge Massachusetts USA
| | - Vishal S. Vaidya
- Harvard Program in Therapeutic Science; Harvard Medical School; Boston Massachusetts USA
- Renal Division; Brigham & Women's Hospital; Boston Massachusetts USA
- Department of Environmental Health; Harvard T. H. Chan School of Public Health; Boston Massachusetts USA
- Drug Safety Research and Development; Pfizer Inc.; Cambridge Massachusetts USA
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17
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Current practices and future outlook on the integration of biomarkers in the drug development process. Bioanalysis 2017; 9:1827-1837. [PMID: 29120222 DOI: 10.4155/bio-2017-0155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Over the last decade, there has been broad incorporation of translational biomarkers into the early drug development process to predict safety concerns, measure target engagement and monitor disease progression. One goal of translational biomarkers is to create a cycle whereby preclinical readouts influence candidate selection and subsequent clinical data are fed back into research to facilitate better decision making. Successes have been limited and not as broad in scope as desired. Collaborations between industry and regulators have increased the number of qualified biomarkers; but the process is lengthy and expensive. A high level overview of translational biomarkers as well as a discussion of some of the successes and failures encountered in development is discussed here.
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18
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A multiple biomarker assay for quality assessment of botanical drugs using a versatile microfluidic chip. Sci Rep 2017; 7:12243. [PMID: 28947774 PMCID: PMC5612938 DOI: 10.1038/s41598-017-12453-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 09/08/2017] [Indexed: 02/06/2023] Open
Abstract
Quality control is critical for ensuring the safety and effectiveness of drugs. Current quality control method for botanical drugs is mainly based on chemical testing. However, chemical testing alone may not be sufficient as it may not capture all constituents of botanical drugs. Therefore, it is necessary to establish a bioassay correlating with the drug's known mechanism of action to ensure its potency and activity. Herein we developed a multiple biomarker assay to assess the quality of botanicals using microfluidics, where enzyme inhibition was employed to indicate the drug's activity and thereby evaluate biological consistency. This approach was exemplified on QiShenYiQi Pills using thrombin and angiotensin converting enzyme as "quality biomarkers". Our results demonstrated that there existed variations in potency across different batches of the intermediates and preparations. Compared with chromatographic fingerprinting, the bioassay provided better discrimination ability for some abnormal samples. Moreover, the chip could function as "affinity chromatography" to identify bioactive phytochemicals bound to the enzymes. This work proposed a multiple-biomarker strategy for quality assessment of botanical drugs, while demonstrating for the first time the feasibility of microfluidics in this field.
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19
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Manley GT, Mac Donald CL, Markowitz AJ, Stephenson D, Robbins A, Gardner RC, Winkler E, Bodien YG, Taylor SR, Yue JK, Kannan L, Kumar A, McCrea MA, Wang KK. The Traumatic Brain Injury Endpoints Development (TED) Initiative: Progress on a Public-Private Regulatory Collaboration To Accelerate Diagnosis and Treatment of Traumatic Brain Injury. J Neurotrauma 2017; 34:2721-2730. [PMID: 28363253 DOI: 10.1089/neu.2016.4729] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The Traumatic Brain Injury Endpoints Development (TED) Initiative is a 5-year, Department of Defense-funded project that is working toward the ultimate goal of developing better designed clinical trials, leading to more precise diagnosis, and effective treatments for traumatic brain injury (TBI). TED is comprised of leading academic clinician-scientists, along with innovative industry leaders in biotechnology and imaging technology, patient advocacy organizations, and philanthropists, working collaboratively with regulatory authorities, specifically the U.S. Food and Drug Administration (FDA). The goals of the TED Initiative are to gain consensus and validation of TBI clinical outcome assessment measures and biomarkers for endorsement by global regulatory agencies for use in drug and device development processes. This article summarizes the Initiative's Stage I progress over the first 18 months, including intensive engagement with a number of FDA divisions responsible for review and validation of biomarkers and clinical outcome assessments, progression into the prequalification phase of the FDA's Medical Device Development Tool program for a candidate set of neuroimaging biomarkers, and receipt of the FDA's Recognition of Research Importance Letter and a Letter of Support regarding TBI. Other signal achievements relate to the creation of the TED Metadataset, harmonizing study measures across eight major TBI studies, and the leadership role played by TED investigators in the conversion of the NINDS TBI Common Data Elements to Clinical Data Interchange Standards Consortium standards. This article frames both the near-term expectations and the Initiative's long-term vision to accelerate approval of treatments for patients affected by TBI in urgent need of effective therapies.
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Affiliation(s)
- Geoffrey T Manley
- Department of Neurological Surgery, University of California San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, and the Brain and Spinal Injury Center, University of California San Francisco, San Francisco, California
| | | | - Amy J Markowitz
- Department of Neurological Surgery, University of California San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, and the Brain and Spinal Injury Center, University of California San Francisco, San Francisco, California
| | | | | | - Raquel C Gardner
- Department of Neurology, University of California San Francisco, San Francisco, California
| | - Ethan Winkler
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California
| | - Yelena G Bodien
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Charlestown, Massachusetts
| | - Sabrina R Taylor
- Department of Neurological Surgery, University of California San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, and the Brain and Spinal Injury Center, University of California San Francisco, San Francisco, California
| | - John K Yue
- Department of Neurological Surgery, University of California San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, and the Brain and Spinal Injury Center, University of California San Francisco, San Francisco, California
| | - Lakshmi Kannan
- Emergency Preparedness/Operations and Medical Countermeasures Program, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | | | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Kevin K Wang
- Program for Neurotrauma, Neuroproteomics & Biomarker Research, Department of Psychiatry, McKnight Brain Institute, University of Florida, Gainesville, Florida
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20
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Abstract
This article summarizes the relevant definitions related to biomarkers; reviews the general processes related to biomarker discovery and ultimate acceptance and use; and finally summarizes and reviews, to the extent possible, examples of the types of biomarkers used in animal species within veterinary clinical practice and human and veterinary drug development. We highlight opportunities for collaboration and coordination of research within the veterinary community and leveraging of resources from human medicine to support biomarker discovery and validation efforts for veterinary medicine.
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Affiliation(s)
- Michael J Myers
- Center for Veterinary Medicine, Food and Drug Administration, Rockville, Maryland 20855;
| | - Emily R Smith
- Center for Veterinary Medicine, Food and Drug Administration, Rockville, Maryland 20855;
| | - Phillip G Turfle
- Center for Veterinary Medicine, Food and Drug Administration, Rockville, Maryland 20855;
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21
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Pacanowski M, Huang SM. Precision Medicine. Clin Pharmacol Ther 2016; 99:124-9. [DOI: 10.1002/cpt.296] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 11/09/2015] [Indexed: 12/18/2022]
Affiliation(s)
- M Pacanowski
- U.S. Food and Drug Administration; Office of Clinical Pharmacology; Silver Spring Maryland USA
| | - SM Huang
- U.S. Food and Drug Administration; Office of Clinical Pharmacology; Silver Spring Maryland USA
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