Literature DB >> 32533350

Optimizing the Timing and Composition of Therapeutic Phage Cocktails: A Control-Theoretic Approach.

Guanlin Li1,2, Chung Yin Leung2,2, Yorai Wardi3, Laurent Debarbieux4, Joshua S Weitz5,5.   

Abstract

Viruses that infect bacteria, i.e., bacteriophage or 'phage,' are increasingly considered as treatment options for the control and clearance of bacterial infections, particularly as compassionate use therapy for multi-drug-resistant infections. In practice, clinical use of phage often involves the application of multiple therapeutic phage, either together or sequentially. However, the selection and timing of therapeutic phage delivery remains largely ad hoc. In this study, we evaluate principles underlying why careful application of multiple phage (i.e., a 'cocktail') might lead to therapeutic success in contrast to the failure of single-strain phage therapy to control an infection. First, we use a nonlinear dynamics model of within-host interactions to show that a combination of fast intra-host phage decay, evolution of phage resistance amongst bacteria, and/or compromised immune response might limit the effectiveness of single-strain phage therapy. To resolve these problems, we combine dynamical modeling of phage, bacteria, and host immune cell populations with control-theoretic principles (via optimal control theory) to devise evolutionarily robust phage cocktails and delivery schedules to control the bacterial populations. Our numerical results suggest that optimal administration of single-strain phage therapy may be sufficient for curative outcomes in immunocompetent patients, but may fail in immunodeficient hosts due to phage resistance. We show that optimized treatment with a two-phage cocktail that includes a counter-resistant phage can restore therapeutic efficacy in immunodeficient hosts.

Entities:  

Keywords:  Mathematical modeling; Optimal control theory; Phage therapy

Year:  2020        PMID: 32533350      PMCID: PMC8272981          DOI: 10.1007/s11538-020-00751-w

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  43 in total

1.  Understanding bacteriophage therapy as a density-dependent kinetic process.

Authors:  R J Payne; V A Jansen
Journal:  J Theor Biol       Date:  2001-01-07       Impact factor: 2.691

Review 2.  Population and evolutionary dynamics of phage therapy.

Authors:  Bruce R Levin; James J Bull
Journal:  Nat Rev Microbiol       Date:  2004-02       Impact factor: 60.633

Review 3.  Re-establishing a place for phage therapy in western medicine.

Authors:  Elizabeth Martin Kutter; Sarah J Kuhl; Stephen T Abedon
Journal:  Future Microbiol       Date:  2015       Impact factor: 3.165

4.  Development and Use of Personalized Bacteriophage-Based Therapeutic Cocktails To Treat a Patient with a Disseminated Resistant Acinetobacter baumannii Infection.

Authors:  Robert T Schooley; Biswajit Biswas; Jason J Gill; Adriana Hernandez-Morales; Jacob Lancaster; Lauren Lessor; Jeremy J Barr; Sharon L Reed; Forest Rohwer; Sean Benler; Anca M Segall; Randy Taplitz; Davey M Smith; Kim Kerr; Monika Kumaraswamy; Victor Nizet; Leo Lin; Melanie D McCauley; Steffanie A Strathdee; Constance A Benson; Robert K Pope; Brian M Leroux; Andrew C Picel; Alfred J Mateczun; Katherine E Cilwa; James M Regeimbal; Luis A Estrella; David M Wolfe; Matthew S Henry; Javier Quinones; Scott Salka; Kimberly A Bishop-Lilly; Ry Young; Theron Hamilton
Journal:  Antimicrob Agents Chemother       Date:  2017-09-22       Impact factor: 5.191

5.  Phage Therapy of Pneumonia Is Not Associated with an Overstimulation of the Inflammatory Response Compared to Antibiotic Treatment in Mice.

Authors:  Nicolas Dufour; Raphaëlle Delattre; Anne Chevallereau; Jean-Damien Ricard; Laurent Debarbieux
Journal:  Antimicrob Agents Chemother       Date:  2019-07-25       Impact factor: 5.191

Review 6.  Probiotics and gastrointestinal conditions: An overview of evidence from the Cochrane Collaboration.

Authors:  Elizabeth A Parker; Tina Roy; Christopher R D'Adamo; L Susan Wieland
Journal:  Nutrition       Date:  2017-07-06       Impact factor: 4.008

7.  Optimal control in the treatment of retinitis pigmentosa.

Authors:  E T Camacho; L A Melara; M C Villalobos; S Wirkus
Journal:  Bull Math Biol       Date:  2013-11-21       Impact factor: 1.758

8.  Oral Phage Therapy of Acute Bacterial Diarrhea With Two Coliphage Preparations: A Randomized Trial in Children From Bangladesh.

Authors:  Shafiqul Alam Sarker; Shamima Sultana; Gloria Reuteler; Deborah Moine; Patrick Descombes; Florence Charton; Gilles Bourdin; Shawna McCallin; Catherine Ngom-Bru; Tara Neville; Mahmuda Akter; Sayeeda Huq; Firdausi Qadri; Kaisar Talukdar; Mohamed Kassam; Michèle Delley; Chloe Loiseau; Ying Deng; Sahar El Aidy; Bernard Berger; Harald Brüssow
Journal:  EBioMedicine       Date:  2016-01-05       Impact factor: 8.143

9.  Use of bacteriophages in the treatment of colistin-only-sensitive Pseudomonas aeruginosa septicaemia in a patient with acute kidney injury-a case report.

Authors:  Serge Jennes; Maia Merabishvili; Patrick Soentjens; Kim Win Pang; Thomas Rose; Elkana Keersebilck; Olivier Soete; Pierre-Michel François; Simona Teodorescu; Gunther Verween; Gilbert Verbeken; Daniel De Vos; Jean-Paul Pirnay
Journal:  Crit Care       Date:  2017-06-04       Impact factor: 9.097

10.  Design of a Broad-Range Bacteriophage Cocktail That Reduces Pseudomonas aeruginosa Biofilms and Treats Acute Infections in Two Animal Models.

Authors:  Francesca Forti; Dwayne R Roach; Marco Cafora; Maria E Pasini; David S Horner; Ersilia V Fiscarelli; Martina Rossitto; Lisa Cariani; Federica Briani; Laurent Debarbieux; Daniela Ghisotti
Journal:  Antimicrob Agents Chemother       Date:  2018-05-25       Impact factor: 5.191

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