Human Hybrid Antimicrobial Peptides for Corneal Infection: From Molecular Dynamic Simulation to In Vivo Animal Studies

Lead Research Organisation: University of Nottingham
Department Name: School of Medicine

Abstract

Cornea - the transparent window located at the front part of the eye - serves as a critical structure to normal vision and ocular surface defence. Damage to the cornea can lead to permanent scarring with subsequent visual impairment or blindness.

Corneal blindness represents the 5th leading cause of blindness globally, affecting approximately 2 million of the world population. Bacterial corneal infection is the most common culprit, with contact lens wear and trauma being the main risk factors. Affected patients are usually debilitated by pain and visual impairment and they often require long-term hospital admissions for intensive antibiotic treatment. However there has been a growing concern on the declining antibiotic efficacy due to emerging resistance of organisms to antibiotic (i.e. antimicrobial resistance) in infections affecting the eyes and other parts of the body. In addition studies have shown the formation of biofilm (a slimy collection of microorganisms that grow on the surface) during bacterial corneal infection, which enhances their virulence and resistance to antibiotic. These issues highlight the urgent need for alternative effective antimicrobial treatment, ideally with anti-biofilm efficacy.

Antimicrobial peptides (AMPs) have recently shown promise as potential therapeutic agents due to their unique organisms-killing (i.e. antimicrobial) ability against a wide range of infective organisms such as bacteria, viruses, fungi and parasites. They are important components of the innate immune system that can be found in various parts of the human body, including the ocular surface. They are made up of amino acids (the basic structural units of protein) and are highly positive-charged. They exert their antimicrobial effect by disrupting the negatively charged membrane (outer surface coating) of the microorganisms, culminating in killing of these pathogens.

Over the years, we have profiled a spectrum of AMPs from the ocular surface. Notably, some of these human AMPs, including human beta-defensin (HBD)-2, HBD-3 and LL-37 were shown to have higher activity during corneal infection, highlighting their crucial roles in ocular surface defence. The AMPs also exhibit anti-biofilm, anti-cancer, and wound healing properties. However, the potential clinical utility of AMPs is currently limited by several issues such as toxicity to human cells, instability in certain body environment and the susceptibility to breakdown by human / bacterial enzymes. These have led to the innovation of newer generation AMPs, which involves substituting the amino acids within the AMPs or combining two different types of AMPs (hybrid peptide), using human and non-human AMPs sequences. These newer generation AMPs have demonstrated enhanced antimicrobial effect, better stability and lower toxicity to human tissues.

Our primary aim is to create and develop efficacious and safe human-derived hybrid AMPs for corneal infection. Recently we have developed several hybrid AMPs with potential efficacy against a variety of bacteria and we now aim to investigate and optimise the efficacy and safety of our hybrid AMPs using a series of experiments, including computer simulation, laboratory experiments with laboratory grown and donated corneal tissues, as well as using tear and blood samples from healthy volunteers. We will then validate the efficacy and safety of our designed AMPs using rationally and ethically designed animal studies, which is an essential step before we could test our AMPs in human clinical trials. These proposed experiments will be conducted collaboratively in UK and Singapore. Successful development of these AMPs could enable us to bridge the gap between fundamental laboratory research and clinical application of AMPs, ultimately benefitting patients with ocular and potentially non-ocular infections. This may also offer a potential solution to the antimicrobial resistance, which is currently emerging as a global health threat.

Technical Summary

Corneal blindness represents the 5th leading cause of blindness globally, with bacterial keratitis (BK) being one of the leading culprits. Broad-spectrum antibiotics remain the mainstay of treatment for BK but they are affected by the emerging antimicrobial resistance (AMR), which are observed in ocular and systemic infections. Biofilm formation may also occur during BK, increasing the bacterial virulence and resistance to antibiotics. These issues highlight the urgent need for alternative effective antimicrobial treatment.

Antimicrobial peptides (AMPs) are emerging as a potential novel class of antimicrobial agent due to their broad-spectrum activity against a wide array of infection. They also exhibit anti-biofilm, anti-tumour, immunomodulatory, and wound healing properties. Newer generation AMPs such as hybrid AMPs have helped to address some of the translational issues of AMPs, including host tissue toxicity, and intolerance to physiological conditions.

We have previously profiled the spectrum of AMPs at the ocular surface. In our recent preliminary work, we have developed a few human-derived hybrid AMP with antimicrobial efficacy against a range of bacteria. We now aim to further optimise these novel hybrid AMPs for a range of ocular surface infection, including methicillin-resistant Staphylococcus aureus (MRSA), using a series of experiments. We will first perform in silico optimisation of the hybrid AMPs using established molecular dynamic simulation. We then aim to examine the in vitro efficacy and safety of the hybrid AMPs using a range of microbiological assays. This is followed by assessment of the antimicrobial and anti-biofilm activity of the AMPs using established ex vivo bacterial keratitis models. Finally we will validate the in vivo efficacy and safety of our AMPs using animal studies.

The successful development of these AMPs will offer exciting new therapeutic avenues for a range of ocular and possibly non-ocular infection in the future.

Planned Impact

Who will benefit from this research?
Successful development of these novel hybrid peptides will benefit the population who are at risk of corneal infection, including contact lens wearers and those with increased susceptibility to trauma, amongst others. These factors are commonly associated with young people and working adults, which will have negative impact on the public and private workforce when affected.

In addition to the research scientists in the field of ocular surface infection, researchers in other disciplines - in short- to medium- term - will benefit by utilising our research findings and reproducible experimental models in other types of non-ocular infections. These include researchers in microbiology, dermatology, respiratory, urology and oral medicine, amongst others. The design and optimisation strategies employed for our AMPs could also benefit the computer scientists, chemists, and pharmacologists who are actively involved in the development of AMPs.

Our aim of developing a new class of antimicrobial agent is in line with the World Health Organisation (WHO) 'Global action plan on antimicrobial resistance (AMR)' initiative and the Joint Programming Initiative on AMR (JPI-AMR) set up by the European Countries, including the UK. This exciting innovation could potentially reinvigorate the interest of investing in newer classes of antimicrobial agents by the pharmaceutical companies in the face of emerging AMR. The use of synthetic human-derived AMPs sequence instead of non-human AMPs sequences may help overcome some regulatory hurdles. As one of the research pioneers in the field of AMPs at ocular surface, we continue to promote UK's research competitiveness in this area through our local and international collaboration with the research groups in the UK, Singapore, USA, and India.

How will they benefit from this research?
The primary aim of our research is to design and develop a novel class of antimicrobial agent - human-derived hybrid AMPs - to treat corneal infection. Corneal infection is the most frequent cause for corneal blindness worldwide. It is a serious ophthalmic emergency that often requires hospital admission for intensive antibiotic treatment in order to rapidly eradicate the infective microbes and to preserve good vision. Development of a new class of efficacious antimicrobial agent could potentially expedite patients' recovery, optimise the visual outcome and quality of life, reduce the impact on the limited hospital bed spaces / resources and minimise the impact on private and public workforces. Although uncommon, refractory corneal infection can also lead to corneal perforation, necessitating emergency corneal transplant. This places further strain on the existing shortage of the donated corneal tissues, which is currently a global issue.

More importantly, AMR is an emerging global threat to human health and a novel class of antimicrobial agent is urgently required. A recent report highlighted that AMR accounts for approximately 700,000 death every year and the death toll could potentially increase to 10 million people each year by 2050, which is more than cancer and diabetes, amongst others. It was estimated that AMR is costing US health system 20 billion USD in excess costs each year. The successful development of these novel hybrid peptides will not only foster the global economic performance, but also boost the economic competitiveness in the UK through licensing of intellectual property, drug sales, international research grants / collaboration, etc.

One of the main features of AMPs is their unique, broad-spectrum antimicrobial activity with low risk of AMR. Experimental models could be replicated in other types of ocular and non-ocular infections, including viral, fungal and parasitic, which are all notoriously difficult to treat clinically. These transferrable skills and technologies will be beneficial to all researchers in the field of AMPs and AMR.

Publications

10 25 50
 
Description Fight for Sight / Acanthamoeba Keratitis Small Grant
Amount £15,000 (GBP)
Funding ID 5157/2046 
Organisation Fight for Sight 
Sector Charity/Non Profit
Country United Kingdom
Start 03/2021 
End 11/2022
 
Title Krein support vector machine algorithm for antimicrobial peptides 
Description This contains the source code and data used to reproduce the computational experiments of the Krein support machine learning-based algorithm with indefinite kernel. 
Type Of Material Computer model/algorithm 
Year Produced 2023 
Provided To Others? Yes  
Impact This work was only published in March 2023 but we anticipate that the algorithm is likely to help accelerate the discovery and development of more previously unknown antimicrobial peptides. 
URL https://github.com/Mrjoeybux/KreinAMP
 
Description Nottingham (UK) - Harvard University (US) 
Organisation Harvard University
Department Harvard Medical School
Country United States 
Sector Academic/University 
PI Contribution 1. Collaboration on a multi-centre research work on artificial intelligence in ophthalmology 2. Leading a systematic review on "Outcome reporting of corneal infection in clinical trials".
Collaborator Contribution Collaboration on the above research work
Impact 1. Ting DSJ, Foo VH, Yang LWY, Sia JT, Ang M, Lin H, Chodosh J, Mehta JS, Ting DSW. Artificial intelligence for anterior segment diseases: Emerging applications in ophthalmology. Br J Ophthalmol. 2021 Feb;105(2):158-168. (PMID: 32532762) - This collaborative work involves 4 centres, including the UK, Harvard, China and Singapore. 2. Ting DSJ, Ung L, Henein C, Said DG, Ang M, Mehta JS, Chodosh J, Dua HS. A Systematic Review of Outcomes Reporting in Clinical Trials in Infectious Keratitis. Available at PROSPERO: https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=172304
Start Year 2020
 
Description Nottingham (UK) - SERI (Singapore) collaboration 
Organisation Singapore Eye Research Institute
Country Singapore 
Sector Academic/University 
PI Contribution This UK-Singapore collaboration is facilitated by the award of my MRC Clinical Research Training Fellowship. I have contributed to this collaboration via diverse ways, including the provision of funding to carry out the collaborative research (particularly the pre-clinical studies), the intellectual input for designing and developing a new class of antimicrobial peptide-based antimicrobial therapy, and generation of several peer-reviewed publications. In addition, filing of a provisional IP is currently underway, which is another positive aspect born out of this collaboration.
Collaborator Contribution The Singapore partner has provided intellectual input to the development process of the peptide-based antimicrobial therapy and training for conducting the in vivo work.
Impact Publications 1. Ting DSJ, Mohammed I, Lakshminarayanan R, Beuerman RW, Dua HS. Host defense peptides at the ocular surface: Roles in health and major diseases, and therapeutic potentials. Front Med. 2022; Under revision (favourable response) 2. Ting DSJ, Goh ETL, Mayandi V, Busoy JMF, Aung TT, Periayah MH, Nubile M, Mastropasqua L, Said DG, Htoon HM, Barathi VA, Beuerman RW, Lakshminarayanan R, Mohammed I, Dua HS. Hybrid derivative of cathelicidin and human beta defensin-2 against Gram-positive bacteria: A novel approach for the treatment of bacterial keratitis. Sci Rep. 2021;11(1):18304. doi: 10.1038/s41598-021-97821-3. 3. Ting DSJ, Li J, Verma CS, Goh ETL, Nubile M, Mastropasqua L, Said DG, Beuerman RW, Lakshminarayanan R, Mohammed I, Dua HS. Evaluation of Host Defense Peptide (CaD23)-Antibiotic Interaction and Mechanism of Action: Insights From Experimental and Molecular Dynamics Simulations Studies. Front Pharmacol. 2021;12:731499. doi: 10.3389/fphar.2021.731499. 4. Ting DSJ, Beuerman RW, Dua HS, Lakshminarayanan R, Mohammed I. Strategies in Translating the Therapeutic Potentials of Host Defense Peptides. Front Immunol. 2020;11:983. doi: 10.3389/fimmu.2020.00983. 5. Mayandi V, Xi Q, Leng ET, Koh SK, Jie TY, Barathi VA, Urf Turabe Fazil MH, Somaraju Chalasani ML, Varadarajan J, Ting DSJ, Beuerman RW, Chan LW, Agrawal R, Sebastian TM, Zhou L, Verma NK, Lakshminarayanan R.. Rational Substitution of e-Lysine for a-Lysine Enhances the Cell and Membrane Selectivity of Pore-Forming Melittin. J Med Chem. 2020;63(7):3522-3537. doi: 10.1021/acs.jmedchem.9b01846.
Start Year 2019
 
Description Nottingham (UK) - SNEC (Singapore) collaboration 
Organisation Singapore National Eye Centre
Country Singapore 
Sector Hospitals 
PI Contribution Providing intellectual input to scholar publications and multi-centre research collaborations. These work are primarily related to research on ocular surface and corneal diseases, and the application of digital innovations such as telemedicine and artificial intelligence in ophthalmology.
Collaborator Contribution Providing intellectual input to scholar publications and multi-centre research collaborations.
Impact Publications 1. Ting DSJ, et al. Cosmetic outcome of femtosecond laser-assisted pterygium surgery. Eye Vis (Lond). 2021 Mar 6;8(1):7. (PMID: 33673873) 2. Dimacali VG, et al. Femtosecond laser-assisted excision of conjunctival melanocytic lesions: Cosmetic and long-term outcomes. Clin Exp Ophthalmol. 2021 Feb 11. doi: 10.1111/ceo.13907. (PMID: 33570816) 3. Ting DSJ, et al. Translational and Regulatory Challenges of Corneal Endothelial Cell Therapy: A Global PerspectiveTissue Eng Part B Rev. 2021 Jan 11. doi: 10.1089/ten.TEB.2020.0319. (PMID: 33267724) 4. Li JO, Liu H, Ting DSJ, et al. Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective. Prog Retin Eye Res. 2020 Sep 6:100900. (PMID: 32898686) 5. Ting DSJ, et al. Proposal and validation of a new grading system for pterygium (SLIT2). Br J Ophthalmol. 2020 Aug 11:bjophthalmol-2020-315831. (PMID: 32788329) 6. Ting DSJ, et al. Artificial intelligence for anterior segment diseases: Emerging applications in ophthalmology. Br J Ophthalmol. 2021 Feb;105(2):158-168. (PMID: 32532762) 7. Ting DSJ, et al. Modified manual small incision cataract surgery technique for phacoemulsification-trained surgeons. Ther Adv Ophthalmol. 2020 Dec 8;12:2515841420977372 8. Ang M, Ting DSJ, et al. Descemet Membrane Endothelial Keratoplasty in Asian Eyes: Intraoperative and Postoperative Complications. Cornea. 2020 Aug;39(8):940-945. (PMID: 32452991) 9. Ting DSJ, et al. Artificial intelligence-assisted telemedicine platform for cataract screening and management: a potential model of care for global eye health. Br J Ophthalmol. 2019 Nov;103(11):1537-1538.
Start Year 2019
 
Title Krein support vector machine for predicting antimicrobial peptides 
Description This software is a support vector machine (SVM)-based machine learning algorithm with indefinite kernel (Krein-SVM) to help classify and predict the activity of antimicrobial peptides (AMPs). 
Type Of Technology Webtool/Application 
Year Produced 2023 
Impact This work has only been published in March 2023 but we anticipate that our algorithm and software will help discover previously unknown peptide sequences with potential antimicrobial activity, which can be harnessed for further development for tackling antimicrobial resistance. 
URL https://comp.chem.nottingham.ac.uk/KreinAMP/
 
Description Fight for Sight online guest blog educating on COVID-19 and eye care 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This Fight for Sight online guest blog aims to highlight the importance of eye care during the COVID-19 pandemic. It also provides key messages on how the eye services had changed in response to the national lockdown and how the general public and eye patients should take care of their eyes and avoid eye infections.
Year(s) Of Engagement Activity 2020
URL https://www.fightforsight.org.uk/news-and-articles/articles/news/guest-blog-dr-darren-s-j-ting-discu...
 
Description Online publication on "Potential alternative treatment for corneal infections discovered" 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This online news highlights the current issue with infectious keratitis (or corneal infection) and the potential promise of antimicrobial peptides as a novel class of antimicrobial therapy for treating infectious keratitis.
Year(s) Of Engagement Activity 2019
URL https://www.aop.org.uk/ot/science-and-vision/research/2019/11/02/potential-alternative-treatment-for...