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Goranova M, Ochoa G, Maier P, Hoyle A. Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance. Artif Intell Med 2022; 133:102405. [PMID: 36328666 DOI: 10.1016/j.artmed.2022.102405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 07/29/2022] [Accepted: 09/15/2022] [Indexed: 12/13/2022]
Abstract
Antimicrobial resistance is one of the biggest threats to global health, food security, and development. Antibiotic overuse and misuse are the main drivers for the emergence of resistance. It is crucial to optimise the use of existing antibiotics in order to improve medical outcomes, decrease toxicity and reduce the emergence of resistance. We formulate the design of antibiotic dosing regimens as an optimisation problem, and use an evolutionary algorithm suited to continuous optimisation (differential evolution) to solve it. Regimens are represented as vectors of real numbers encoding daily doses, which can vary across the treatment duration. A stochastic mathematical model of bacterial infections with tuneable resistance levels is used to evaluate the effectiveness of evolved regimens. The objective is to minimise the treatment failure rate, subject to a constraint on the maximum total antibiotic used. We consider simulations with different levels of bacterial resistance, two ways of administering the drug (orally and intravenously), as well as coinfections with two strains of bacteria. Our approach produced effective dosing regimens, with an average improvement in lowering the failure rate 30%, when compared with standard fixed-daily-dose regimens with the same total amount of antibiotic.
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Affiliation(s)
- Mila Goranova
- Computing Science and Mathematics, University of Stirling, Scotland, UK.
| | - Gabriela Ochoa
- Computing Science and Mathematics, University of Stirling, Scotland, UK
| | - Patrick Maier
- Computing Science and Mathematics, University of Stirling, Scotland, UK
| | - Andrew Hoyle
- Computing Science and Mathematics, University of Stirling, Scotland, UK
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2
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Haindl R, Totzauer L, Kulozik U. Preservation by lyophilization of a human intestinal microbiota: influence of the cultivation pH on the drying outcome and re‐establishment ability. Microb Biotechnol 2022; 15:886-900. [PMID: 35124900 PMCID: PMC8913864 DOI: 10.1111/1751-7915.14007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 01/05/2022] [Indexed: 11/28/2022] Open
Affiliation(s)
- Regina Haindl
- Chair of Food and Bioprocess Engineering TUM School of Life Sciences ZIEL‐Institute for Food and Health Technical University of Munich Weihenstephaner Berg 1 Freising‐Weihenstephan Germany
| | - Lisa Totzauer
- Chair of Food and Bioprocess Engineering TUM School of Life Sciences ZIEL‐Institute for Food and Health Technical University of Munich Weihenstephaner Berg 1 Freising‐Weihenstephan Germany
| | - Ulrich Kulozik
- Chair of Food and Bioprocess Engineering TUM School of Life Sciences ZIEL‐Institute for Food and Health Technical University of Munich Weihenstephaner Berg 1 Freising‐Weihenstephan Germany
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3
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Appaneal HJ, Shireman TI, Lopes VV, Mor V, Dosa DM, LaPlante KL, Caffrey AR. Poor clinical outcomes associated with suboptimal antibiotic treatment among older long-term care facility residents with urinary tract infection: a retrospective cohort study. BMC Geriatr 2021; 21:436. [PMID: 34301192 PMCID: PMC8299613 DOI: 10.1186/s12877-021-02378-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 06/25/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Antibiotic use is associated with several antibiotic-related harms in vulnerable, older long-term care (LTC) residents. Suboptimal antibiotic use may also be associated with harms but has not yet been investigated. The aim of this work was to compare rates of poor clinical outcomes among LTC residents with UTI receiving suboptimal versus optimal antibiotic treatment. METHODS We conducted a retrospective cohort study among residents with an incident urinary tract infection (UTI) treated in Veterans Affairs LTC units (2013-2018). Potentially suboptimal antibiotic treatment was defined as use of a suboptimal initial antibiotic drug choice, dose frequency, and/or excessive treatment duration. The primary outcome was time to a composite measure of poor clinical outcome, defined as UTI recurrence, acute care hospitalization/emergency department visit, adverse drug event, Clostridioides difficile infection (CDI), or death within 30 days of antibiotic discontinuation. Shared frailty Cox proportional hazard regression models were used to compare the time-to-event between suboptimal and optimal treatment. RESULTS Among 19,701 LTC residents with an incident UTI, 64.6% received potentially suboptimal antibiotic treatment and 35.4% experienced a poor clinical outcome. In adjusted analyses, potentially suboptimal antibiotic treatment was associated with a small increased hazard of poor clinical outcome (aHR 1.06, 95% CI 1.01-1.11) as compared with optimal treatment, driven by an increased hazard of CDI (aHR 1.94, 95% CI 1.54-2.44). CONCLUSION In this national cohort study, suboptimal antibiotic treatment was associated with a 6% increased risk of the composite measure of poor clinical outcomes, in particular, a 94% increased risk of CDI. Beyond the decision to use antibiotics, clinicians should also consider the potential harms of suboptimal treatment choices with regards to drug type, dose frequency, and duration used.
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Affiliation(s)
- Haley J Appaneal
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, 830 Chalkstone Ave, Providence, RI, 02908, USA. .,Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, RI, USA. .,College of Pharmacy, University of Rhode Island, Kingston, RI, USA. .,Center for Gerontology & Health Care Research and Department of Health Services Policy & Practice, Brown University School of Public Health, Providence, RI, USA.
| | - Theresa I Shireman
- Center for Gerontology & Health Care Research and Department of Health Services Policy & Practice, Brown University School of Public Health, Providence, RI, USA
| | - Vrishali V Lopes
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, 830 Chalkstone Ave, Providence, RI, 02908, USA
| | - Vincent Mor
- Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, RI, USA.,Center for Gerontology & Health Care Research and Department of Health Services Policy & Practice, Brown University School of Public Health, Providence, RI, USA
| | - David M Dosa
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, 830 Chalkstone Ave, Providence, RI, 02908, USA.,Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, RI, USA.,College of Pharmacy, University of Rhode Island, Kingston, RI, USA.,Center for Gerontology & Health Care Research and Department of Health Services Policy & Practice, Brown University School of Public Health, Providence, RI, USA
| | - Kerry L LaPlante
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, 830 Chalkstone Ave, Providence, RI, 02908, USA.,Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, RI, USA.,College of Pharmacy, University of Rhode Island, Kingston, RI, USA.,Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Aisling R Caffrey
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, 830 Chalkstone Ave, Providence, RI, 02908, USA.,Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, RI, USA.,College of Pharmacy, University of Rhode Island, Kingston, RI, USA.,Center for Gerontology & Health Care Research and Department of Health Services Policy & Practice, Brown University School of Public Health, Providence, RI, USA
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4
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Jiang Y, Sarpong EM, Sears P, Obi EN. Budget Impact Analysis of Fidaxomicin Versus Vancomycin for the Treatment of Clostridioides difficile Infection in the United States. Infect Dis Ther 2021; 11:111-126. [PMID: 34292496 DOI: 10.1007/s40121-021-00480-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 06/10/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Fidaxomicin is as effective as vancomycin in treating Clostridioides difficile infection (CDI) but more effective at preventing recurrence. However, because fidaxomicin is more costly than vancomycin, its overall value in managing CDI is not well understood. This study assessed the budget impact of introducing fidaxomicin versus vancomycin for the treatment of adults with CDI from a hospital perspective in the US. METHODS A cohort-based decision analytic model was developed over a 1-year horizon. A hospital with 10,000 annual hospitalizations was simulated. The model considered two adult populations: patients with no prior CDI episode and patients with one prior CDI episode. Two scenarios were assessed per population: 15% fidaxomicin/85% vancomycin use and 100% vancomycin use. Model inputs were obtained from published sources and expert opinion. Model outcomes included cost, payment, and revenue at the hospital level, per treated CDI patient, and per admitted patient. Budget impact was calculated as the difference in revenue between scenarios. One-way sensitivity analyses tested the effects of varying model inputs on the budget impact. RESULTS In patients with no prior CDI episode, treatment with fidaxomicin resulted in potential savings over 1 year of $1105 at the hospital level, $14 per treated CDI patient, and $0.11 per admitted patient. In patients with one prior CDI episode, fidaxomicin use was associated with potential savings over 1 year of $1150 at the hospital level, $74 per treated CDI patient, and $0.12 per admitted patient. Savings were driven by a reduced rate of CDI recurrence with fidaxomicin treatment and uptake of fidaxomicin. Sensitivity analyses indicated savings when inputs were varied in most scenarios. CONCLUSION Budgetary savings can be achieved with fidaxomicin due to reduced CDI recurrence as a result of a superior sustained clinical response. Our results support considering the broader benefits of fidaxomicin, beyond its cost, when making formulary inclusion decisions.
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Affiliation(s)
- Yiling Jiang
- Merck Sharp & Dohme (UK) Ltd., 120 Moorgate, London, EC2Y 9AL, UK.
| | - Eric M Sarpong
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Pamela Sears
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Engels N Obi
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
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5
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Heidebrecht HJ, Lagkouvardos I, Reitmeier S, Hengst C, Kulozik U, Pfaffl MW. Alteration of Intestinal Microbiome of Clostridioides difficile-Infected Hamsters during the Treatment with Specific Cow Antibodies. Antibiotics (Basel) 2021; 10:antibiotics10060724. [PMID: 34208527 PMCID: PMC8235726 DOI: 10.3390/antibiotics10060724] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/10/2021] [Accepted: 06/10/2021] [Indexed: 01/04/2023] Open
Abstract
Clostridioides difficile infection (CDI) often develops after pretreatment with antibiotics, which can lead to damage of the intestinal microbiome. The approach of this study was to use specific polyclonal antibodies isolated from the milk of immunized cows to treat CDI, in contrast to the standard application of nonspecific antibiotics. To gain a deeper understanding of the role of the microbiome in the treatment of CDI with bovine antibodies, stool and intestinal fluid samples of hamsters were collected in large quantities from various treatments (>400 samples). The results show that the regeneration of the microbiome instantly begins with the start of the antibody treatment, in contrast to the Vancomycin-treated group where the diversity decreased significantly during the treatment duration. All antibody-treated hamsters that survived the initial phase also survived the entire study period. The results also show that the regeneration of the microbiome was not an antibody-induced regeneration, but a natural regeneration that occurred because no microbiota-inactivating substances were administered. In conclusion, the treatment with bovine antibodies is a functional therapy for both the acute treatment and the prevention of recurrence in hamsters and could meet the urgent need for CDI treatment alternatives in humans.
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Affiliation(s)
- Hans-Jürgen Heidebrecht
- Food- and Bioprocess Engineering, TUM School of Life Science, Technical University of Munich, Weihenstephaner Berg 1, 85354 Freising, Germany; (C.H.); (U.K.)
- Correspondence: ; Tel.: +49-8161713481
| | - Ilias Lagkouvardos
- ZIEL—Institute for Food & HealthCore Facility Microbiome, Technical University of Munich, Weihenstephaner Berg 3, 85354 Freising, Germany; (I.L.); (S.R.)
| | - Sandra Reitmeier
- ZIEL—Institute for Food & HealthCore Facility Microbiome, Technical University of Munich, Weihenstephaner Berg 3, 85354 Freising, Germany; (I.L.); (S.R.)
| | - Claudia Hengst
- Food- and Bioprocess Engineering, TUM School of Life Science, Technical University of Munich, Weihenstephaner Berg 1, 85354 Freising, Germany; (C.H.); (U.K.)
| | - Ulrich Kulozik
- Food- and Bioprocess Engineering, TUM School of Life Science, Technical University of Munich, Weihenstephaner Berg 1, 85354 Freising, Germany; (C.H.); (U.K.)
| | - Michael W. Pfaffl
- Animal Physiology and Immunology, TUM School of Life Science, Technical University of Munich, Weihenstephaner Berg 3, 85354 Freising, Germany;
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6
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Hoyle A, Cairns D, Paterson I, McMillan S, Ochoa G, Desbois AP. Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times. PLoS Comput Biol 2020; 16:e1008037. [PMID: 32745111 PMCID: PMC7467302 DOI: 10.1371/journal.pcbi.1008037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 09/02/2020] [Accepted: 06/09/2020] [Indexed: 01/02/2023] Open
Abstract
Mass production and use of antibiotics has led to the rise of resistant bacteria, a problem possibly exacerbated by inappropriate and non-optimal application. Antibiotic treatment often follows fixed-dose regimens, with a standard dose of antibiotic administered equally spaced in time. But are such fixed-dose regimens optimal or can alternative regimens be designed to increase efficacy? Yet, few mathematical models have aimed to identify optimal treatments based on biological data of infections inside a living host. In addition, assumptions to make the mathematical models analytically tractable limit the search space of possible treatment regimens (e.g. to fixed-dose treatments). Here, we aimed to address these limitations by using experiments in a Galleria mellonella (insect) model of bacterial infection to create a fully parametrised mathematical model of a systemic Vibrio infection. We successfully validated this model with biological experiments, including treatments unseen by the mathematical model. Then, by applying artificial intelligence, this model was used to determine optimal antibiotic dosage regimens to treat the host to maximise survival while minimising total antibiotic used. As expected, host survival increased as total quantity of antibiotic applied during the course of treatment increased. However, many of the optimal regimens tended to follow a large initial ‘loading’ dose followed by doses of incremental reductions in antibiotic quantity (dose ‘tapering’). Moreover, application of the entire antibiotic in a single dose at the start of treatment was never optimal, except when the total quantity of antibiotic was very low. Importantly, the range of optimal regimens identified was broad enough to allow the antibiotic prescriber to choose a regimen based on additional criteria or preferences. Our findings demonstrate the utility of an insect host to model antibiotic therapies in vivo and the approach lays a foundation for future regimen optimisation for patient and societal benefits. Research into optimal antibiotic use to improve efficacy is far behind that of cancer care, where personalised treatment is common. The integration of mathematical models with biological observations offers hope to optimise antibiotic use, and in this present study an in vivo insect model of systemic Vibrio infection was used for the first time to determine critical model parameters for optimal antibiotic treatment. By this approach, the optimal regimens tended to result from a large initial ‘loading’ dose followed by subsequent doses of incremental reductions in antibiotic quantity (dose ‘tapering’). The approach and findings of this study opens a new avenue towards optimal application of our precious antibiotic arsenal and may lead to more effective treatment regimens for patients, thus reducing the health and economic burdens associated with bacterial infections. Importantly, it can be argued that until we understand how to use a single antibiotic optimally, it is unlikely we will identify optimal ways to use multiple antibiotics simultaneously.
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Affiliation(s)
- Andy Hoyle
- Computing Science and Mathematics, University of Stirling, Stirling, United Kingdom
- * E-mail:
| | - David Cairns
- Computing Science and Mathematics, University of Stirling, Stirling, United Kingdom
| | - Iona Paterson
- Computing Science and Mathematics, University of Stirling, Stirling, United Kingdom
| | - Stuart McMillan
- Institute of Aquaculture, University of Stirling, Stirling, United Kingdom
| | - Gabriela Ochoa
- Computing Science and Mathematics, University of Stirling, Stirling, United Kingdom
| | - Andrew P. Desbois
- Institute of Aquaculture, University of Stirling, Stirling, United Kingdom
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Abstract
The objective of this study of a retrospective case series was to determine factors associated with survival after surgical intervention in pseudomembranous colitis (PMC). The study was conducted at a tertiary care medical center and comprised 36 patients who underwent colectomy for fulminant PMC from 1995 to 2006. Patients including 21 females ranged from 40 to 89 years of age (mean, 70 years). Comorbidities included diabetes (39%), cardiovascular disease (77%), chronic obstructive pulmonary disease (47%), and intake of immunosuppressive medications (45%). Seventy-two per cent received antibiotics in the previous 2 months. Only patients with a confirmation of PMC on pathology specimens were included in the study. All patients underwent colectomy. Patients were stratified into two groups: survivors and nonsurvivors. Various clinical factors/parameters used in the management of patients with PMC were studied in these two groups. Survival was correlated with mean white blood cell count (23,000 survivors versus 40,000 nonsurvivors, P < 0.01); multisystem organ failure (16 per cent survivors versus 47 per cent nonsurvivors, P < 0.05); and preoperative pressors (16 per cent survivors versus 47 per cent nonsurvivors, P < 0.05). Overall mortality for the study period was 47 per cent. Mortality rate analysis revealed a lower rate for the more recent years (32 per cent for 2000 to 2006 versus 65 per cent for 1995 to 1999, P < 0.05). In the more recent years, the time elapsing before colectomy was also lower (1.4 days versus 2.5 days, nonsignificant), and patients had less preoperative hemodynamic instability (70 per cent versus 31 per cent, P < 0.03). In one institution, survival after surgery for PMC was found to be associated with a mean white blood cell count (<37,000), nondependence on preoperative vasopressors, and surgical intervention before the onset of hemodynamic instability.
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Affiliation(s)
- Syed O. Ali
- University of Connecticut Integrated General Surgery Program, Farmington, Connecticut
| | - John P. Welch
- Connecticut Surgical Group, Hartford, Connecticut, Hartford Hospital, Hartford, Connecticut, the Department of Surgery, University of Connecticut School of Medicine, Farmington, Connecticut, and the Department of Surgery, Dartmouth Medical School, Hanover, New Hampshire; and
| | - Robert J. Dring
- North Shore University Hospital, Manhasset, New York, Long Island Jewish Hospital, New Hyde Park, New York, St. Francis Hospital, Roslyn, New York, and Winthrop University Hospital, Mineola, New York
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8
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Todorov SD, Kang HJ, Ivanova IV, Holzapfel WH. Bacteriocins From LAB and Other Alternative Approaches for the Control of Clostridium and Clostridiodes Related Gastrointestinal Colitis. Front Bioeng Biotechnol 2020; 8:581778. [PMID: 33042979 PMCID: PMC7517946 DOI: 10.3389/fbioe.2020.581778] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 08/25/2020] [Indexed: 12/14/2022] Open
Abstract
The gut microbiome is considered as a promising target for future non-conventional therapeutic treatment of inflammatory and infectious diseases. The search for appropriate safe and beneficial (lactic acid bacterial and other) putative probiotic strains and/or their antimicrobial metabolites represents a challenging approach for combating several problematic and emerging infections. The process of selecting suitable strains, especially of lactic acid bacteria (LAB) with superior properties, has been accelerated and intensified during the past two decades, also thanks to recent developments in lab techniques. Currently, special focus is on the potential of antimicrobial metabolites produced by some LAB strains and their application as active therapeutic agents. The vision is to develop a scientific basis for 'biotherapeutics' as alternative to conventional approaches in both human and veterinary medicine. Consequently, innovative and promising applications of LAB to the therapeutic practice are presently emerging. An overview of the existing literature indicates that some antimicrobial metabolites such as bacteriocins, widely produced by different bacterial species including LAB, are promising biotherapeutic agents for controlling infections caused by potential pathogens, such as Clostridium and Clostridiodes. Non-conventional, safe and well designed therapeutic treatments may contribute to the improvement of gut dysbiotic conditions. Thereby gut homeostasis can be restored and inflammatory conditions such as gastrointestinal colitis ameliorated. Combining the knowledge on the production, characterization and application of bacteriocins from probiotic LAB, together with their antibacterial properties, appears to be a promising and novel approach in biotherapy. In this overview, different scenarios for the control of Clostridium spp. by application of bacteriocins as therapeutic agents, also in synergistic combination with antibiotics, will be discussed.
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Affiliation(s)
- Svetoslav D. Todorov
- Advanced Green Energy and Environment Institute (AGEE), Handong Global University, Pohang, South Korea
| | - Hye-Ji Kang
- Advanced Green Energy and Environment Institute (AGEE), Handong Global University, Pohang, South Korea
- HEM Inc., Handong Global University, Pohang, South Korea
| | - Iskra V. Ivanova
- Department of General and Applied Microbiology, Faculty of Biology, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria
| | - Wilhelm H. Holzapfel
- Advanced Green Energy and Environment Institute (AGEE), Handong Global University, Pohang, South Korea
- HEM Inc., Handong Global University, Pohang, South Korea
- *Correspondence: Wilhelm H. Holzapfel,
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9
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Multi-objective evolutionary design of antibiotic treatments. Artif Intell Med 2020; 102:101759. [DOI: 10.1016/j.artmed.2019.101759] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 10/24/2019] [Accepted: 11/05/2019] [Indexed: 12/20/2022]
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10
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Appaneal HJ, Caffrey AR, Beganovic M, Avramovic S, LaPlante KL. Predictors of Clostridioides difficile recurrence across a national cohort of veterans in outpatient, acute, and long-term care settings. Am J Health Syst Pharm 2019; 76:581-590. [PMID: 31361830 DOI: 10.1093/ajhp/zxz032] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
PURPOSE The greatest challenge in treating Clostridioides difficile infection (CDI) is disease recurrence, which occurs in about 20% of patients, usually within 30 days of treatment cessation. We sought to identify independent predictors of first recurrence among a national cohort of veterans with CDI. METHODS We conducted a case-control study among acute and long-term care Veterans Affairs (VA) inpatients and outpatients with a first CDI episode (positive stool sample for C. difficile toxin[s] and receipt of at least 2 days of CDI treatment) between 2010 and 2014. Cases experienced first recurrence within 30 days from the end of treatment. Controls were those without first recurrence matched 4:1 to cases on year, facility, and severity. Multivariable conditional logistic regression was used to identify predictors of first recurrence. RESULTS We identified 32 predictors of first recurrence among 974 cases and 3,896 matched controls. Significant predictors included medication use prior to (probiotics, fluoroquinolones, laxatives, third- or fourth-generation cephalosporins), during (first- or second-generation cephalosporins, penicillin/amoxicillin/ampicillin, third- and fourth-generation cephalosporins), and after CDI treatment (probiotics, any antibiotic, proton pump inhibitors [PPIs], and immunosuppressants). Other predictors included current biliary tract disease, malaise/fatigue, cellulitis/abscess, solid organ cancer, medical history of HIV, multiple myeloma, abdominal pain, and ulcerative colitis. CONCLUSION In a large national cohort of outpatient and acute and long-term care inpatients, treatment with certain antibiotics, PPIs, immunosuppressants, and underlying disease were among the most important risk factors for first CDI recurrence.
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Affiliation(s)
- Haley J Appaneal
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, RI, and College of Pharmacy, University of Rhode Island, Kingston, RI
| | - Aisling R Caffrey
- Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, RI, and College of Pharmacy, University of Rhode Island, Kingston, RI
| | - Maya Beganovic
- Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, RI, and College of Pharmacy, University of Rhode Island, Kingston, RI
| | - Sanja Avramovic
- Health Administration and Policy, George Mason University, Fairfax, VA
| | - Kerry L LaPlante
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, RI, and College of Pharmacy, University of Rhode Island, Kingston, RI
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11
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Li Y, Zou Z, Bian X, Huang Y, Wang Y, Yang C, Zhao J, Xie L. Fecal microbiota transplantation research output from 2004 to 2017: a bibliometric analysis. PeerJ 2019; 7:e6411. [PMID: 30809438 PMCID: PMC6387576 DOI: 10.7717/peerj.6411] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 01/01/2019] [Indexed: 12/15/2022] Open
Abstract
Background Fecal microbiota transplantation (FMT) is an emerging therapy against Clostridium difficile infection (CDI) and inflammatory bowel disease (IBD). Although the therapy has gained prominence, there has been no bibliometric analysis of FMT. Methods Studies published from 2004 to 2017 were extracted from the Science Citation Index Expanded. Bibliometric analysis was used to evaluate the number or cooperation network of publications, countries, citations, references, journals, authors, institutions and keywords. Results A total of 796 items were included, showing an increasing trend annually. Publications mainly came from 10 countries, led by the US (n = 363). In the top 100 articles ranked by the number of citations (range 47–1,158), American Journal of Gastroenterology (2017 IF = 10.231) took the top spot. The co-citation network had 7 co-citation clusters headed by ‘recurrent Clostridium difficile infection’. The top 7 keywords with the strongest citation bursts had three parts, ‘microbiota’, ‘ diarrhea ’, and ‘case series’. All keywords were divided into four domains, ‘disease’, ‘nosogenesis’, ‘trial’, and ‘therapy’. Conclusions This study shows the research performance of FMT from 2004 to 2017 and helps investigators master the trend of FMT, which is also an ongoing hotspot of research.
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Affiliation(s)
- Yan Li
- Department of General Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong, China.,The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Ziyuan Zou
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Xiaohui Bian
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Yushan Huang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Yanru Wang
- Department of Radiation Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangzhou, China
| | - Chen Yang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Jian Zhao
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Lang Xie
- Department of General Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong, China
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12
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Heidebrecht HJ, Weiss WJ, Pulse M, Lange A, Gisch K, Kliem H, Mann S, Pfaffl MW, Kulozik U, von Eichel-Streiber C. Treatment and Prevention of Recurrent Clostridium difficile Infection with Functionalized Bovine Antibody-Enriched Whey in a Hamster Primary Infection Model. Toxins (Basel) 2019; 11:toxins11020098. [PMID: 30736358 PMCID: PMC6409564 DOI: 10.3390/toxins11020098] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 01/29/2019] [Accepted: 02/01/2019] [Indexed: 12/17/2022] Open
Abstract
Toxin-induced Clostridium difficile infection (CDI) is a major disease characterized by severe diarrhea and high morbidity rates. The aim with this study was to develop an alternative drug for the treatment of CDI. Cows were repeatedly immunized to establish specific immunoglobulin G and A titers against toxins A (TcdA) and B (TcdB) and against C. difficile cells in mature milk or colostrum. The effect of three different concentrations of anti-C. difficile whey protein isolates (anti-CD-WPI) and the standard of care antibiotic vancomycin were investigated in an animal model of CD infected hamsters (6 groups, with 10 hamsters each). WPI obtained from the milk of exactly the same cows pre-immunization and a vehicle group served as negative controls. The survival of hamsters receiving anti-CD-WPI was 50, 80 and 100% compared to 10 and 0% for the control groups, respectively. Vancomycin suppressed the growth of C. difficile and thus protected the hamsters at the time of administration, but 90% of these hamsters nevertheless died shortly after discontinuation of treatment. In contrast, the surviving hamsters of the anti-CD-WPI groups survived the entire study period, although they were treated for only 75 h. The specific antibodies not only inactivated the toxins for initial suppression of CDI, but also provoked the inhibition of C. difficile growth after discontinuation, thus preventing recurrence. Oral administration of anti-CD-WPI is a functional therapy of CDI in infected hamsters for both primary treatment and prevention of recurrence. Thus, anti-CD-WPI could address the urgent unmet medical need for treating and preventing recurrent CDI in humans.
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Affiliation(s)
- Hans-Jürgen Heidebrecht
- Chair of Food and Bioprocess Engineering, Technical University of Munich, 85354 Freising, Germany.
- ZIEL Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany.
| | - William J Weiss
- University of North Texas Health Science Center, Fort Worth, TX 76107-2699, USA.
| | - Mark Pulse
- University of North Texas Health Science Center, Fort Worth, TX 76107-2699, USA.
| | | | | | - Heike Kliem
- Chair of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.
| | - Sacha Mann
- Biosys UK Limited, London, SW1H, 9BP, UK.
| | - Michael W Pfaffl
- Chair of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.
- School of Life Science, Technical University of Munich, 85354 Freising, Germany.
| | - Ulrich Kulozik
- Chair of Food and Bioprocess Engineering, Technical University of Munich, 85354 Freising, Germany.
- ZIEL Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany.
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13
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Appaneal HJ, Caffrey AR, Beganovic M, Avramovic S, LaPlante KL. Predictors of Mortality Among a National Cohort of Veterans With Recurrent Clostridium difficile Infection. Open Forum Infect Dis 2018; 5:ofy175. [PMID: 30327788 PMCID: PMC6101571 DOI: 10.1093/ofid/ofy175] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 07/17/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Though recurrent Clostridium difficile infection (CDI) is common and poses a major clinical concern, data are lacking regarding mortality among patients who survive their initial CDI and have subsequent recurrences. Risk factors for mortality in patients with recurrent CDI are largely unknown. METHODS Veterans Affairs patients with a first CDI (stool sample with positive C. difficile toxin(s) and ≥2 days CDI treatment) were included (2010-2014). Subsequent recurrences were defined as additional CDI episodes ≥14 days after the stool test date and within 30 days of the end of treatment. A matched (1:4) case-control analysis was conducted using multivariable conditional logistic regression to identify predictors of all-cause mortality within 30 days of the first recurrence. RESULTS Crude 30-day all-cause mortality rates were 10.6% for the initial CDI episode, 8.3% for the first recurrence, 4.2% for the second recurrence, and 5.9% for the third recurrence. Among 110 cases and 440 controls, 6 predictors of mortality were identified: use of proton pump inhibitors (PPIs; odds ratio [OR], 3.86; 95% confidence interval [CI], 2.14-6.96), any antibiotic (OR, 3.33; 95% CI, 1.79-6.17), respiratory failure (OR, 8.26; 95% CI, 1.71-39.92), congitive dysfunction (OR, 2.41; 95% CI, 1.02-5.72), nutrition deficiency (OR, 2.91; 95% CI, 1.37-6.21), and age (OR, 1.04; 95% CI, 1.01-1.07). CONCLUSIONS In our national cohort of Veterans, crude mortality decreased by 44% from the initial episode to the third recurrence. Treatment with antibiotics, use of PPIs, and underlying comorbidities were important predictors of mortality in recurrent CDI. Our study assists health care providers in identifying patients at high risk of death after CDI recurrence.
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Affiliation(s)
- Haley J Appaneal
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island
- Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, Rhode Island
| | - Aisling R Caffrey
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island
- Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- Brown University School of Public Health, Providence, Rhode Island
| | - Maya Beganovic
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island
| | - Sanja Avramovic
- Health Administration and Policy, George Mason University, Fairfax, Virginia
| | - Kerry L LaPlante
- Infectious Diseases Research Program, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island
- Center of Innovation in Long-Term Support Services, Providence Veterans Affairs Medical Center, Providence, Rhode Island
- Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Providence, Rhode Island
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14
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Roshan N, Riley T, Hammer K. Effects of natural products on several stages of the spore cycle ofClostridium difficile in vitro. J Appl Microbiol 2018; 125:710-723. [DOI: 10.1111/jam.13889] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 03/29/2018] [Accepted: 04/12/2018] [Indexed: 02/06/2023]
Affiliation(s)
- N. Roshan
- School of Biomedical Sciences (M504); The University of Western Australia; Crawley WA Australia
| | - T.V. Riley
- School of Biomedical Sciences (M504); The University of Western Australia; Crawley WA Australia
- Department of Microbiology; PathWest Laboratory Medicine; Queen Elizabeth II Medical Centre; Nedlands WA Australia
- School of Veterinary & Life Sciences; Murdoch University; Murdoch WA Australia
- School of Medical & Health Sciences; Edith Cowan University; Joondalup WA Australia
| | - K.A. Hammer
- School of Biomedical Sciences (M504); The University of Western Australia; Crawley WA Australia
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15
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KHAN ADNAN, IMRAN MUDASSAR. OPTIMAL DOSING STRATEGIES AGAINST SUSCEPTIBLE AND RESISTANT BACTERIA. J BIOL SYST 2018. [DOI: 10.1142/s0218339018500031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Mathematical models can be very useful in determining efficient and successful antibiotic dosing techniques against bacterial infections. There are several challenging issues involved, the presence of drug resistant bacteria being one. Recent rise in antibiotic resistant strains of bacteria is a grave public health hazard, hence there is a need to develop dosing protocols taking into account the presence of these resistant strains. In this study, we consider a model for antibiotic treatment of a bacterial infection where the bacteria are divided into two sub-populations: susceptible and resistant. The mechanism of acquisition of resistance by the susceptible bacteria considered is via the process of conjugation. We find the steady-state solutions under an antibiotic protocol of discrete periodic doses and analyze their stability. We also prove an extension of a result that pertains to the persistence of bacteria. In addition, we perform the bifurcation analysis under this dosing protocol and show that bi-stability exists for the bacterial population. Furthermore, efficient treatment strategies are devised that ensure bacterial elimination while minimizing the quantity of antibiotic used. Such treatments are necessary to decrease the chances of further development of resistance in bacteria and to minimize the overall treatment cost. We consider the cases of varying antibiotic costs, different initial bacterial densities and bacterial attachment to solid surfaces, and obtain the optimal strategies for all the cases. The results show that the optimal treatments ensure disinfection for a wide range of scenarios.
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Affiliation(s)
- ADNAN KHAN
- Mathematics Department, Lahore University of Management Sciences, Opposite Sector U, D.H.A. Lahore, Pakistan
| | - MUDASSAR IMRAN
- Gulf University of Science and Technology, Masjid Al Aqsa Street, Mubarak Al Abdullah, Kuwait
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16
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Le P, Nghiem VT, Mullen PD, Deshpande A. Cost-Effectiveness of Competing Treatment Strategies for Clostridium difficile Infection: A Systematic Review. Infect Control Hosp Epidemiol 2018; 39:412-424. [PMID: 29463339 PMCID: PMC5869164 DOI: 10.1017/ice.2017.303] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Clostridium difficile infection (CDI) presents a substantial economic burden and is associated with significant morbidity. While multiple treatment strategies have been evaluated, a cost-effective management strategy remains unclear. OBJECTIVE We conducted a systematic review to assess cost-effectiveness analyses of CDI treatment and to summarize key issues for clinicians and policy makers to consider. METHODS We searched PubMed and 5 other databases from inception to August 2016. These searches were not limited by study design or language of publication. Two reviewers independently screened the literature, abstracted data, and assessed methodological quality using the Drummond and Jefferson checklist. We extracted data on study characteristics, type of CDI, treatment characteristics, and model structure and inputs. RESULTS We included 14 studies, and 13 of these were from high-income countries. More than 90% of these studies were deemed moderate-to-high or high quality. Overall, 6 studies used a decision-tree model and 7 studies used a Markov model. Cost of therapy, time horizon, treatment cure rates, and recurrence rates were common influential factors in the study results. For initial CDI, fidaxomicin was a more cost-effective therapy than metronidazole or vancomycin in 2 of 3 studies. For severe initial CDI, 2 of 3 studies found fidaxomicin to be the most cost-effective therapy. For recurrent CDI, fidaxomicin was cost-effective in 3 of 5 studies, while fecal microbiota transplantation (FMT) by colonoscopy was consistently cost-effective in 4 of 4 studies. CONCLUSIONS The cost-effectiveness of fidaxomicin compared with other pharmacologic therapies was not definitive for either initial or recurrent CDI. Despite its high cost, FMT by colonoscopy may be a cost-effective therapy for recurrent CDI. A consensus on model design and assumptions are necessary for future comparison of CDI treatment. Infect Control Hosp Epidemiol 2018;39:412-424.
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Affiliation(s)
- Phuc Le
- Center for Value-Based Care Research, Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Van T. Nghiem
- Department of Management, Policy and Community Health, The University of Texas School of Public Health, Houston, Texas
| | - Patricia Dolan Mullen
- Department of Health Promotion and Behavioral Sciences, Center for Health Promotion and Prevention Research, The University of Texas School of Public Health, Houston, Texas
| | - Abhishek Deshpande
- Center for Value-Based Care Research, Medicine Institute, Cleveland Clinic, Cleveland, Ohio
- Department of Infectious Disease, Medicine Institute, Cleveland Clinic, Cleveland, Ohio
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17
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Roshan N, Hammer KA, Riley TV. Non-conventional antimicrobial and alternative therapies for the treatment of Clostridium difficile infection. Anaerobe 2018; 49:103-111. [DOI: 10.1016/j.anaerobe.2018.01.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 12/19/2017] [Accepted: 01/05/2018] [Indexed: 02/08/2023]
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18
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Cheng JW, Yang QW, Xiao M, Yu SY, Zhou ML, Kudinha T, Kong F, Liao JW, Xu YC. High in vitro activity of fidaxomicin against Clostridium difficile isolates from a university teaching hospital in China. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2017; 51:411-416. [PMID: 28693926 DOI: 10.1016/j.jmii.2017.06.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 06/06/2017] [Accepted: 06/16/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Clostridium difficile infection (CDI) is a significant cause of morbidity and mortality in both the acute care setting and the wider healthcare system. The purpose of this study was to evaluate the in vitro activity of fidaxomicin against C. difficile isolates from a university teaching hospital in China. METHODS One hundred and one C. difficile isolates were collected and analyzed for toxin genes by multiplex PCR. The toxin gene positive strains were also typed by multilocus sequence typing (MLST) and PCR-ribotyping. The MICs of the isolates were determined against fidaxomicin, metronidazole, vancomycin, tigecycline and moxifloxacin, by the agar dilution method. RESULTS All the 101 isolates exhibited low MICs to fidaxomicin (0.032-1 mg/L), metronidazole (0.125-1 mg/L), vancomycin (0.25-2 mg/L) and tigecycline (0.016-0.5 mg/L). Tigecycline showed the lowest geometric mean MIC value (0.041 mg/L), followed by fidaxomicin (0.227 mg/L), metronidazole (0.345 mg/L), and vancomycin (0.579 mg/L). About 35% of the strains (n = 35) were resistant to moxifloxacin, and the resistance rate to moxifloxacin for A-B+CDT- isolates (85.0%) was much higher than that of A+B+CDT- (15.7%) and A-B-CDT- (29.2%) isolates (P < 0.001). The MIC values of fidaxomicin, metronidazole, vancomycin and moxifloxacin against the 3 ST1 isolates were higher than for other STs. All the 28 moxifloxacin-resistant toxigenic isolates carried a mutation either in gyrA or/and gyrB. CONCLUSION Fidaxomicin exhibited high antimicrobial activity against all C. difficile isolates tested, which shows promise as a new drug for treating Chinese CDI patients.
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Affiliation(s)
- Jing-Wei Cheng
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Qi-Wen Yang
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
| | - Meng Xiao
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Shu-Ying Yu
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Meng-Lan Zhou
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Timothy Kudinha
- The Charles Sturt University, Leeds Parade, Orange, New South Wales, Australia; Centre for Infectious Diseases and Microbiology Laboratory Services, Westmead Hospital, Westmead, New South Wales, Australia
| | - Fanrong Kong
- The Charles Sturt University, Leeds Parade, Orange, New South Wales, Australia
| | - Jian-Wei Liao
- ZheJiang Hisun Pharmaceutical Co. ltd, Taizhou, Zhejiang, China
| | - Ying-Chun Xu
- Department of Clinical Laboratory, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
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19
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Gong D, Gong X, Wang L, Yu X, Dong Q. Involvement of Reduced Microbial Diversity in Inflammatory Bowel Disease. Gastroenterol Res Pract 2016; 2016:6951091. [PMID: 28074093 PMCID: PMC5198157 DOI: 10.1155/2016/6951091] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 10/19/2016] [Accepted: 11/17/2016] [Indexed: 12/20/2022] Open
Abstract
A considerable number of studies have been conducted to study the microbial profiles in inflammatory conditions. A common phenomenon in inflammatory bowel disease (IBD) is the reduction of the diversity of microbiota, which demonstrates that microbial diversity negatively correlates with disease severity in IBD. Increased microbial diversity is known to occur in disease remission. Species diversity plays an important role in maintaining the stability of the intestinal ecosystem as well as normal ecological function. A reduction in microbial diversity corresponds to a decrease in the stability of the ecosystem and can impair ecological function. Fecal microbiota transplantation (FMT), probiotics, and prebiotics, which aim to modulate the microbiota and restore its normal diversity, have been shown to be clinically efficacious. In this study, we hypothesized that a reduction in microbial diversity could play a role in the development of IBD.
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Affiliation(s)
- Dawei Gong
- Department of Central Laboratories and Gastroenterology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao 266071, China
| | - Xiaojie Gong
- Department of Emergency Surgery, The Fifth People's Hospital of Ji'nan, Ji'nan 250022, China
| | - Lili Wang
- Department of Central Laboratories and Gastroenterology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao 266071, China
| | - Xinjuan Yu
- Department of Central Laboratories and Gastroenterology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao 266071, China
| | - Quanjiang Dong
- Department of Central Laboratories and Gastroenterology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao 266071, China
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20
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Paterson IK, Hoyle A, Ochoa G, Baker-Austin C, Taylor NGH. Optimising Antibiotic Usage to Treat Bacterial Infections. Sci Rep 2016; 6:37853. [PMID: 27892497 PMCID: PMC5124968 DOI: 10.1038/srep37853] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 11/02/2016] [Indexed: 12/23/2022] Open
Abstract
The increase in antibiotic resistant bacteria poses a threat to the continued use of antibiotics to treat bacterial infections. The overuse and misuse of antibiotics has been identified as a significant driver in the emergence of resistance. Finding optimal treatment regimens is therefore critical in ensuring the prolonged effectiveness of these antibiotics. This study uses mathematical modelling to analyse the effect traditional treatment regimens have on the dynamics of a bacterial infection. Using a novel approach, a genetic algorithm, the study then identifies improved treatment regimens. Using a single antibiotic the genetic algorithm identifies regimens which minimise the amount of antibiotic used while maximising bacterial eradication. Although exact treatments are highly dependent on parameter values and initial bacterial load, a significant common trend is identified throughout the results. A treatment regimen consisting of a high initial dose followed by an extended tapering of doses is found to optimise the use of antibiotics. This consistently improves the success of eradicating infections, uses less antibiotic than traditional regimens and reduces the time to eradication. The use of genetic algorithms to optimise treatment regimens enables an extensive search of possible regimens, with previous regimens directing the search into regions of better performance.
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Affiliation(s)
- Iona K Paterson
- University of Stirling, Computing Science and Mathematics, Faculty of Natural Sciences, Stirling, FK9 4LA, United Kingdom
| | - Andy Hoyle
- University of Stirling, Computing Science and Mathematics, Faculty of Natural Sciences, Stirling, FK9 4LA, United Kingdom
| | - Gabriela Ochoa
- University of Stirling, Computing Science and Mathematics, Faculty of Natural Sciences, Stirling, FK9 4LA, United Kingdom
| | - Craig Baker-Austin
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Weymouth, DT4 8UB, United Kingdom
| | - Nick G H Taylor
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Weymouth, DT4 8UB, United Kingdom
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21
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Advances in the Microbiome: Applications to Clostridium difficile Infection. J Clin Med 2016; 5:jcm5090083. [PMID: 27657145 PMCID: PMC5039486 DOI: 10.3390/jcm5090083] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Revised: 09/02/2016] [Accepted: 09/13/2016] [Indexed: 12/14/2022] Open
Abstract
Clostridium difficile is a major cause of morbidity and mortality worldwide, causing over 400,000 infections and approximately 29,000 deaths in the United States alone each year. C. difficile is the most common cause of nosocomial diarrhoea in the developed world, and, in recent years, the emergence of hyper-virulent (mainly ribotypes 027 and 078, sometimes characterised by increased toxin production), epidemic strains and an increase in the number of community-acquired infections has caused further concern. Antibiotic therapy with metronidazole, vancomycin or fidaxomicin is the primary treatment for C. difficile infection (CDI). However, CDI is unique, in that, antibiotic use is also a major risk factor for acquiring CDI or recurrent CDI due to disruption of the normal gut microbiota. Therefore, there is an urgent need for alternative, non-antibiotic therapeutics to treat or prevent CDI. Here, we review a number of such potential treatments which have emerged from advances in the field of microbiome research.
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22
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Liu J, Zhang BL, Sun CL, Wang J, Li S, Wang JF. High mobility group box1 protein is involved in acute inflammation induced by Clostridium difficile toxin A. Acta Biochim Biophys Sin (Shanghai) 2016; 48:554-62. [PMID: 27151296 DOI: 10.1093/abbs/gmw038] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 03/31/2016] [Indexed: 12/31/2022] Open
Abstract
High mobility group box1 (HMGB1), as a damage-associated inflammatory factor, contributes to the pathogenesis of numerous chronic inflammatory and autoimmune diseases. In this study, we explored the role of HMGB1 in CDI (Clostridium difficile infection) by in vivo and in vitro experiments. Our results showed that HMGB1 might play an important role in the acute inflammatory responses to C. difficile toxin A (TcdA), affect early inflammatory factors, and induce inflammation via the HMGB1-TLR4 pathway. Our study provides the essential information for better understanding the molecular mechanisms of CDI and the potential new therapeutic strategies for the treatment of this infection.
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Affiliation(s)
- Ji Liu
- School of Bioscience & Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Bei-Lei Zhang
- School of Bioscience & Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Chun-Li Sun
- School of Bioscience & Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Jun Wang
- Shenzhen Huada Gene Research Institute, Shenzhen 518083, China
| | - Shan Li
- School of Bioscience & Bioengineering, South China University of Technology, Guangzhou 510006, China Guangdong Province Key Laboratory of Fermentation and Enzyme Engineering, South China University of Technology, Guangzhou 510006, China
| | - Ju-Fang Wang
- School of Bioscience & Bioengineering, South China University of Technology, Guangzhou 510006, China
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23
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Matijašić M, Meštrović T, Perić M, Čipčić Paljetak H, Panek M, Vranešić Bender D, Ljubas Kelečić D, Krznarić Ž, Verbanac D. Modulating Composition and Metabolic Activity of the Gut Microbiota in IBD Patients. Int J Mol Sci 2016; 17:ijms17040578. [PMID: 27104515 PMCID: PMC4849034 DOI: 10.3390/ijms17040578] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Revised: 04/13/2016] [Accepted: 04/13/2016] [Indexed: 02/06/2023] Open
Abstract
The healthy intestine represents a remarkable interface where sterile host tissues come in contact with gut microbiota, in a balanced state of homeostasis. The imbalance of gut homeostasis is associated with the onset of many severe pathological conditions, such as inflammatory bowel disease (IBD), a chronic gastrointestinal disorder increasing in incidence and severely influencing affected individuals. Despite the recent development of next generation sequencing and bioinformatics, the current scientific knowledge of specific triggers and diagnostic markers to improve interventional approaches in IBD is still scarce. In this review we present and discuss currently available and emerging therapeutic options in modulating composition and metabolic activity of gut microbiota in patients affected by IBD. Therapeutic approaches at the microbiota level, such as dietary interventions alone or with probiotics, prebiotics and synbiotics, administration of antibiotics, performing fecal microbiota transplantation (FMT) and the use of nematodes, all represent a promising opportunities towards establishing and maintaining of well-being as well as improving underlying IBD symptoms.
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Affiliation(s)
- Mario Matijašić
- Center for Translational and Clinical Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
| | - Tomislav Meštrović
- Clinical Microbiology and Parasitology Unit, Polyclinic "Dr. Zora Profozić", Bosutska 19, 10000 Zagreb, Croatia.
| | - Mihaela Perić
- Center for Translational and Clinical Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
| | - Hana Čipčić Paljetak
- Center for Translational and Clinical Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
| | - Marina Panek
- Center for Translational and Clinical Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
| | - Darija Vranešić Bender
- Department of Internal Medicine, Division of Clinical Nutrition, Clinical Hospital Centre Zagreb, 10000 Zagreb, Croatia.
| | - Dina Ljubas Kelečić
- Department of Internal Medicine, Division of Clinical Nutrition, Clinical Hospital Centre Zagreb, 10000 Zagreb, Croatia.
| | - Željko Krznarić
- Department of Internal Medicine, Division of Clinical Nutrition, Clinical Hospital Centre Zagreb, 10000 Zagreb, Croatia.
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Clinical Hospital Centre Zagreb, 10000 Zagreb, Croatia.
- Department of Internal Medicine, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
| | - Donatella Verbanac
- Center for Translational and Clinical Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia.
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24
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Almeida R, Gerbaba T, Petrof EO. Recurrent Clostridium difficile infection and the microbiome. J Gastroenterol 2016; 51:1-10. [PMID: 26153514 DOI: 10.1007/s00535-015-1099-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 06/16/2015] [Indexed: 02/04/2023]
Abstract
The diverse and densely populated gastrointestinal microbiota is essential for the regulation of host physiology and immune function. As our knowledge of the composition and function of the intestinal microbiota continues to expand, there is new interest in using these developments to tailor fecal microbiota transplantation (FMT) and microbial ecosystem therapeutics (MET) for a variety of diseases. The potential role of FMT and MET in the treatment of Clostridium difficile infection (CDI)-currently the leading nosocomial gastrointestinal infection-has proven highly effective for recurrent CDI, and has emerged as a paradigm shift in the treatment of this disease. The current review will serve as a summary of the key aspects of CDI, and will introduce the essential framework and challenges of FMT, as is currently practiced. MET represents the progression of conventional bacteriotherapy that fundamentally capitalizes on the restorative properties of intestinal bacterial communities and may be viewed as the culmination of a rationally designed therapeutic modality. As our understanding of the composition and function of the intestinal microbiota evolves, it will likely drive next-generation microbiota therapies for a range of medical conditions, such as inflammatory bowel disease, obesity, and metabolic syndrome.
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Affiliation(s)
- Rowena Almeida
- Gastrointestinal Diseases Research Unit, Department of Medicine, Queen's University, Kingston, ON, Canada
| | - Teklu Gerbaba
- Gastrointestinal Diseases Research Unit, Department of Medicine, Queen's University, Kingston, ON, Canada
| | - Elaine O Petrof
- Gastrointestinal Diseases Research Unit, Department of Medicine, Queen's University, Kingston, ON, Canada. .,Department of Medicine/ Division of Infectious Diseases, Queen's University, 76 Stuart Street, GIDRU Wing, Kingston, ON, K7L 2V7, Canada.
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Knight-Connoni V, Mascio C, Chesnel L, Silverman J. Discovery and development of surotomycin for the treatment of Clostridium difficile. J Ind Microbiol Biotechnol 2015; 43:195-204. [PMID: 26670919 DOI: 10.1007/s10295-015-1714-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 11/24/2015] [Indexed: 02/08/2023]
Abstract
The primary challenge for treating Clostridium difficile infections (CDI) is maintenance of clinical response after the end of treatment (sustained clinical response). Disease recurrence following a positive clinical response occurs in approximately 6-25 % of patients after the first episode and in up to 65 % for subsequent recurrences. Surotomycin, a novel cyclic lipopeptide antibiotic with a core derived by Streptomyces roseosporus fermentation, disrupts C. difficile cellular membrane activity in both logarithmic and stationary phases and minimally disturbs normal gastrointestinal microbiota because of its lack of activity against Gram-negative anaerobes and facultative anaerobes. Preclinical and clinical evidence indicate that surotomycin has low oral bioavailability, allowing gastrointestinal tract concentrations to greatly exceed its minimum inhibitory concentration for C. difficile. Surotomycin is well tolerated and effective in hamster models of CDI. Phase 2 clinical evidence suggests that surotomycin (250 mg twice daily) is an effective CDI treatment, with statistically lower recurrence rates than vancomycin.
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Affiliation(s)
| | | | - Laurent Chesnel
- Cubist Pharmaceuticals, Lexington, MA, USA. .,Merck & Co., Inc., Lexington, MA, USA. .,Clinical Microbiology, Merck Research Labs, 65 Hayden Avenue, Lexington, MA, 02421, USA.
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Kwon JH, Olsen MA, Dubberke ER. The morbidity, mortality, and costs associated with Clostridium difficile infection. Infect Dis Clin North Am 2015; 29:123-34. [PMID: 25677706 DOI: 10.1016/j.idc.2014.11.003] [Citation(s) in RCA: 143] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Clostridium difficile infection (CDI) is the most common cause of infectious health care-associated diarrhea and is a major burden to patients and the health care system. The incidence and severity of CDI remain at historically high levels. This article reviews the morbidity, mortality, and costs associated with CDI.
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Affiliation(s)
- Jennie H Kwon
- Division of Infectious Diseases, Washington University School of Medicine, 660 South Euclid Avenue, Box 8051, St Louis, MO 63110, USA.
| | - Margaret A Olsen
- Divisions of Infectious Diseases and Public Health Sciences, Washington University School of Medicine, 660 South Euclid Avenue, Box 8051, St Louis, MO 63110, USA
| | - Erik R Dubberke
- Division of Infectious Diseases, Section of Transplant Infectious Diseases, Washington University School of Medicine, 660 South Euclid Avenue, Box 8051, St Louis, MO 63110, USA
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Bowman KA, Broussard EK, Surawicz CM. Fecal microbiota transplantation: current clinical efficacy and future prospects. Clin Exp Gastroenterol 2015; 8:285-91. [PMID: 26566371 PMCID: PMC4627401 DOI: 10.2147/ceg.s61305] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Fecal microbiota transplantation (FMT) has gained mainstream attention with its remarkable efficacy in treating recurrent Clostridium difficile infection (RCDI) when there are no other effective therapies. Methods of selecting donors and routes of administration vary among studies, but there are now randomized controlled trials showing efficacy of FMT in treating RCDI. Ongoing trials of FMT for other disease such as inflammatory bowel disease are underway; this therapy should not be used for these conditions unless there is strong evidence for efficacy. Long-term safety data are sorely needed, as well as clarification of regulatory concerns.
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Affiliation(s)
- Kathryn A Bowman
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Elizabeth K Broussard
- Division of Gastroenterology, University of Washington School of Medicine, Seattle, WA, USA
| | - Christina M Surawicz
- Division of Gastroenterology, University of Washington School of Medicine, Seattle, WA, USA
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Gerding DN, Hecht DW, Louie T, Nord CE, Talbot GH, Cornely OA, Buitrago M, Best E, Sambol S, Osmolski JR, Kracker H, Locher HH, Charef P, Wilcox M. Susceptibility of Clostridium difficile isolates from a Phase 2 clinical trial of cadazolid and vancomycin in C. difficile infection. J Antimicrob Chemother 2015; 71:213-9. [PMID: 26433782 PMCID: PMC4681371 DOI: 10.1093/jac/dkv300] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 08/23/2015] [Indexed: 12/18/2022] Open
Abstract
Objectives The aim of this study was to evaluate the susceptibilities of Clostridium difficile isolates to cadazolid, a novel antibiotic for the treatment of C. difficile infection. Methods Ribotyping and susceptibilities were determined for C. difficile isolates from a multicentre, double-blind, Phase 2 study of oral cadazolid in patients with C. difficile infection (NCT01222702, ClinicalTrials.gov; EudraCT 2010-020941-29, European Clinical Trials Database). Patients were randomized to receive 250, 500 or 1000 mg of cadazolid twice daily or 125 mg of vancomycin four times daily, for 10 days. MICs of cadazolid, vancomycin, fidaxomicin, linezolid and moxifloxacin were determined at baseline for all patients and post-baseline for patients with clinical failure or recurrence, using the agar dilution method. Results Seventy-eight of 84 patients had an evaluable toxigenic C. difficile isolate at baseline. The most frequent PCR ribotype was 027 (15.4%). Cadazolid MICs for baseline isolates (including epidemic strain 027) ranged from 0.06 to 0.25 mg/L. Baseline cadazolid MICs were similar to those of fidaxomicin and lower than those of vancomycin, linezolid and moxifloxacin. For each clinical outcome group (clinical cure, clinical failure, sustained clinical response and clinical failure or recurrence), the baseline cadazolid MIC range was 0.06–0.25 mg/L. Mean (min–max) cadazolid faecal concentration (μg/g) on day 5 was 884 (101–2710), 1706 (204–4230) and 3226 (1481–12 600) for the doses 250, 500 and 1000 mg, respectively. Conclusions For all cadazolid doses, the faecal concentration was in excess of several thousand-fold the MIC90 for C. difficile. The MIC of cadazolid for all C. difficile isolates, including epidemic strains, was low and in the same narrow range regardless of treatment outcome.
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Affiliation(s)
- D N Gerding
- Loyola University, Maywood, IL, USA Edward Hines Jr VA Hospital, Hines, IL, USA
| | - D W Hecht
- Loyola University, Maywood, IL, USA Edward Hines Jr VA Hospital, Hines, IL, USA
| | - T Louie
- University of Calgary, Calgary, Alberta, Canada
| | - C E Nord
- Karolinska Institute, Stockholm, Sweden
| | | | - O A Cornely
- Department of Internal Medicine, University Hospital of Cologne, Cologne, Germany Clinical Trials Centre Cologne, University of Cologne, Cologne, Germany Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - M Buitrago
- Idaho Falls Infectious Diseases, Idaho Falls, ID, USA
| | - E Best
- Leeds General Infirmary, Leeds, UK
| | - S Sambol
- Loyola University, Maywood, IL, USA Edward Hines Jr VA Hospital, Hines, IL, USA
| | - J R Osmolski
- Loyola University, Maywood, IL, USA Edward Hines Jr VA Hospital, Hines, IL, USA
| | - H Kracker
- Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
| | - H H Locher
- Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
| | - P Charef
- Actelion Pharmaceuticals Ltd, Allschwil, Switzerland
| | - M Wilcox
- Leeds General Infirmary, Leeds, UK
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Multicenter, Double-Blind, Randomized, Phase 2 Study Evaluating the Novel Antibiotic Cadazolid in Patients with Clostridium difficile Infection. Antimicrob Agents Chemother 2015; 59:6266-73. [PMID: 26248357 DOI: 10.1128/aac.00504-15] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 07/20/2015] [Indexed: 02/07/2023] Open
Abstract
Cadazolid, a novel fluoroquinolone-oxazolidinone antibiotic, exhibits potent in vitro activity against Clostridium difficile, including the epidemic BI/NAP1/027 strain. This multicenter, randomized, double-blind, active reference group, phase 2 study evaluated the efficacy and safety of oral cadazolid in treatment of adult patients with C. difficile infection (CDI). Eligible patients with first occurrence/first recurrence of CDI were randomized 1:1:1:1 to 250, 500, or 1,000 mg cadazolid twice daily (BID) or oral 125 mg vancomycin four times daily (QID) for 10 days. The primary endpoint was clinical cure at test of cure (48 ± 24 h after the end of treatment; modified intent-to-treat population), defined as resolution of diarrhea with no further CDI treatment required. Secondary endpoints included recurrence rate, sustained clinical response (clinical cure without recurrence), and time to diarrhea resolution. Of 84 patients enrolled, 20, 22, 20, and 22 received 250, 500, or 1,000 mg cadazolid BID or 125 mg vancomycin QID, respectively. The primary endpoint was achieved in 76.5% (80% confidence interval [CI], 58.4, 89.3), 80.0% (63.9, 91.0), 68.4% (51.1, 82.5), and 68.2% (52.3, 81.3) of patients, respectively. There was no evidence of a cadazolid dosage-dependent response. Each dosage of cadazolid resulted in a lower recurrence rate than with vancomycin (18.2 to 25.0% versus 50%). Consequently, higher sustained clinical response rates were observed with cadazolid (46.7 to 60.0%) than with vancomycin (33.3%). The times to diarrhea resolution were similar for cadazolid and vancomycin. Cadazolid was well tolerated, with no safety signal observed. The results of this phase 2 study support further clinical development of cadazolid. (This study has been registered in the United States at ClinicalTrials.gov under registration no. NCT01222702 and in Europe with the European Medicines Agency under registration no. EUDRA-CT 2010-020941-29.).
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Complete Genome Sequence of the Hypervirulent Bacterium Clostridium difficile Strain G46, Ribotype 027. GENOME ANNOUNCEMENTS 2015; 3:3/2/e00073-15. [PMID: 25814591 PMCID: PMC4384131 DOI: 10.1128/genomea.00073-15] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Clostridium difficile is one of the leading causes of antibiotic-associated diarrhea in health care facilities worldwide. Here, we report the genome sequence of C. difficile strain G46, ribotype 027, isolated from an outbreak in Glamorgan, Wales, in 2006.
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LaBarbera FD, Nikiforov I, Parvathenani A, Pramil V, Gorrepati S. A prediction model for Clostridium difficile recurrence. J Community Hosp Intern Med Perspect 2015; 5:26033. [PMID: 25656667 PMCID: PMC4318823 DOI: 10.3402/jchimp.v5.26033] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 12/03/2014] [Accepted: 12/08/2014] [Indexed: 01/13/2023] Open
Abstract
Background Clostridium difficile infection (CDI) is a growing problem in the community and hospital setting. Its incidence has been on the rise over the past two decades, and it is quickly becoming a major concern for the health care system. High rate of recurrence is one of the major hurdles in the successful treatment of C. difficile infection. There have been few studies that have looked at patterns of recurrence. The studies currently available have shown a number of risk factors associated with C. difficile recurrence (CDR); however, there is little consensus on the impact of most of the identified risk factors. Methods Our study was a retrospective chart review of 198 patients diagnosed with CDI via Polymerase Chain Reaction (PCR) from January 2009 to Jun 2013. In our study, we decided to use a machine learning algorithm called the Random Forest (RF) to analyze all of the factors proposed to be associated with CDR. This model is capable of making predictions based on a large number of variables, and has outperformed numerous other models and statistical methods. Results We came up with a model that was able to accurately predict the CDR with a sensitivity of 83.3%, specificity of 63.1%, and area under curve of 82.6%. Like other similar studies that have used the RF model, we also had very impressive results. Conclusions We hope that in the future, machine learning algorithms, such as the RF, will see a wider application.
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Affiliation(s)
- Francis D LaBarbera
- Department of Internal Medicine, PinnacleHealth Hospital, Harrisburg, PA, USA;
| | - Ivan Nikiforov
- Department of Internal Medicine, PinnacleHealth Hospital, Harrisburg, PA, USA
| | - Arvin Parvathenani
- Department of Internal Medicine, PinnacleHealth Hospital, Harrisburg, PA, USA
| | - Varsha Pramil
- Department of Internal Medicine, PinnacleHealth Hospital, Harrisburg, PA, USA
| | - Subhash Gorrepati
- Department of Internal Medicine, PinnacleHealth Hospital, Harrisburg, PA, USA
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Khanafer N, Blais L, Barbut F, Hirschel B, Vanhems P. Treatment of Clostridium difficile infection in a French university hospital. Scand J Gastroenterol 2015; 50:1253-60. [PMID: 25877477 DOI: 10.3109/00365521.2015.1033746] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
UNLABELLED The management of Clostridium difficile infection (CDI) has become very daunting over the past decade because of increased incidence and severity both in hospital and the community. Guidelines recommend metronidazole, vancomycin, or fidaxomicin, depending on clinical presentation. OBJECTIVE Our objective was to describe CDI management and assess empirical CDI therapy complying with practice guidelines. METHODS We performed a 2-year prospective cohort study in a university teaching hospital in Lyon, France. Criteria assessing the conformity of CDI patient management were: time elapsed between testing and start of treatment specific to CDI, antibiotics to fight CDI and treatment duration according to infection severity, concomitant therapy, and use of antidiarrheal drugs. RESULTS Among 118 patients with confirmed CDI, 98 (83%) were specifically treated for CDI. Severe CDI was observed in 63 patients (53.9%). Treatment included metronidazole alone in 72 patients (73.5%), vancomycin alone in 1 patient (1%), and both in 25 patients (25.5%). The percentage of CDI treatment compliance with published guidelines in our hospital at the study period varied between 22% and 93%. A total of 16 patients (13.6%) died within 30 days after diagnosis. Death was related to CDI in nine patients (56.3% of deceased cases). CONCLUSION This study identified significant gaps in our knowledge of CDI treatment. Increasing disease severity highlights the need to investigate antibiotic treatment in severely ill CDI patients, as data on this group are currently lacking.
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Dovbynchuk T, Zakordonets L, Putnikov A, Vareniuk I, Tiapko O, Roslova N, Sergiychuk T, Lynchak O, Dzerzhynsky M, Beregova T, Tolstanova G. [NET WATER TRANSPORT VIA RAT COLON EPITELIUM UNDER THE EXPERIMENTAL DYSBIOSIS]. ACTA ACUST UNITED AC 2015; 61:76-85. [PMID: 27025048 DOI: 10.15407/fz61.06.076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The aim of the present study was to investigate the effect of cephalosporin antibiotic ceftriaxone (50 mg/kg, i/m) and mac- rolide antibiotic azithromycin (15 mg/kg, per.os.) on net water transport across rat colonic epithelium. Study was done on male Wistar rats (180-250 g). Azithromycin or ceftriaxone was injected daily for 5 days. Net water transport was evaluated on the 6th day by isolated colonic loop perfusion technique in vivo on anaesthetized rats. Treatment with azithromycin increased 2,4-fold the absorption of water, while ceftriaxone caused decrease 1,9-fold water absorption. The antibiotics treatment within five days didn't change the composition of the fecal and colonic parietal microbiota. Azithromycin-induced increase in water absorption was associated with upregulation of AQP 8 water channel expression (P < 0.05) in colonic mucosa. Ceftriaxone treatment didn't change protein level of AQP8 but induced pro-inflammatory changes in colonic mucosa structure and mast cells degranulation. We showed for the first time the opposite effects ofmacrolide and cephalosporin antibiotics on net water transport across rat colonic epithelium.
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Singh M, Vaishnavi C, Mahmood S, Kochhar R. Surveillance for Antibiotic Resistance in <i>Clostridium difficile</i> Strains Isolated from Patients in a Tertiary Care Center. ACTA ACUST UNITED AC 2015. [DOI: 10.4236/aim.2015.55034] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Sponseller JK, Steele JA, Schmidt DJ, Kim HB, Beamer G, Sun X, Tzipori S. Hyperimmune bovine colostrum as a novel therapy to combat Clostridium difficile infection. J Infect Dis 2014; 211:1334-41. [PMID: 25381448 DOI: 10.1093/infdis/jiu605] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Clostridium difficile is a primary cause of antibiotic-associated diarrhea that typically develops when gut microbiota is altered. Conventional treatment for C. difficile infection (CDI) is additional antimicrobial administration, which further disrupts normal intestinal microbiota, often resulting in poor treatment outcomes. METHODS A pregnant dairy cow was repeatedly immunized with recombinant mutants of toxins A and B produced by C. difficile, and the resultant hyperimmune bovine colostrum (HBC) was evaluated for therapeutic efficacy in gnotobiotic piglets with diarrhea due to CDI. Control piglets received nonimmune colostrum. To determine the impact of HBC on gut microbiota, 1 of 2 groups of piglets transplanted with normal human gut microbiota was treated with HBC. RESULTS Nonimmune colostrum-treated piglets developed moderate to severe diarrhea and colitis. In contrast, HBC-treated piglets had mild or no diarrhea and mild or no colitis. Lyophilization had no detectable impact on HBC efficacy. HBC had no discernible effect on the composition of normal human gut microbiota in the porcine intestinal tract. CONCLUSIONS HBC provides an oral, cost-effective, and safe alternative to antibiotic therapy for CDI. By preserving intestinal microbiota, HBC may be more efficacious than antibiotics. Additional studies are warranted to establish HBC as a viable immunotherapeutic agent for human use against CDI.
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Affiliation(s)
- Jerlyn K Sponseller
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
| | - Jennifer A Steele
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
| | - Diane J Schmidt
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
| | - Hyeun Bum Kim
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts Department of Animal Resources Science, Dankook University, Cheonan, Choongnam, Republic of Korea
| | - Gillian Beamer
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
| | - Xingmin Sun
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
| | - Saul Tzipori
- Department of Infectious Disease and Global Health, Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts
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Debast SB, Bauer MP, Kuijper EJ. European Society of Clinical Microbiology and Infectious Diseases: update of the treatment guidance document for Clostridium difficile infection. Clin Microbiol Infect 2014; 20 Suppl 2:1-26. [PMID: 24118601 DOI: 10.1111/1469-0691.12418] [Citation(s) in RCA: 792] [Impact Index Per Article: 72.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 09/22/2013] [Accepted: 09/27/2013] [Indexed: 12/11/2022]
Abstract
In 2009 the first European Society of Clinical Microbiology and Infection (ESCMID) treatment guidance document for Clostridium difficile infection (CDI) was published. The guideline has been applied widely in clinical practice. In this document an update and review on the comparative effectiveness of the currently available treatment modalities of CDI is given, thereby providing evidence-based recommendations on this issue. A computerized literature search was carried out to investigate randomized and non-randomized trials investigating the effect of an intervention on the clinical outcome of CDI. The Grades of Recommendation Assessment, Development and Evaluation (GRADE) system was used to grade the strength of our recommendations and the quality of the evidence. The ESCMID and an international team of experts from 11 European countries supported the process. To improve clinical guidance in the treatment of CDI, recommendations are specified for various patient groups, e.g. initial non-severe disease, severe CDI, first recurrence or risk for recurrent disease, multiple recurrences and treatment of CDI when oral administration is not possible. Treatment options that are reviewed include: antibiotics, toxin-binding resins and polymers, immunotherapy, probiotics, and faecal or bacterial intestinal transplantation. Except for very mild CDI that is clearly induced by antibiotic usage antibiotic treatment is advised. The main antibiotics that are recommended are metronidazole, vancomycin and fidaxomicin. Faecal transplantation is strongly recommended for multiple recurrent CDI. In case of perforation of the colon and/or systemic inflammation and deteriorating clinical condition despite antibiotic therapy, total abdominal colectomy or diverting loop ileostomy combined with colonic lavage is recommended.
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Walters PR, Zuckerbraun BS. Clostridium difficile Infection: Clinical Challenges and Management Strategies. Crit Care Nurse 2014; 34:24-34; quiz 35. [DOI: 10.4037/ccn2014822] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Clostridium difficile has become the leading cause of nosocomial diarrhea in adults. A substantial increase has occurred in morbidity and mortality associated with disease caused by C difficile and in the identification of new hypervirulent strains, warranting a high clinical index of suspicion for infections due to this organism. Prevention of infection requires a multidisciplinary approach, including early recognition of disease, effective contact isolation precautions, adherence to disinfectant policies, and judicious use of antibiotics. Current treatment approaches are based on the severity of illness. As hypervirulent strains evolve, unsuccessful treatments are more common. Complicated colitis caused by C difficile may benefit from surgical intervention. Subtotal colectomy and end ileostomy have been the procedures of choice, but are associated with a high mortality rate because of late surgical consultation and use of surgery as a salvage therapy. A promising surgical alternative is creation of a diverting loop ileostomy with colonic lavage.
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Affiliation(s)
- Pamela R. Walters
- Pamela R. Walters is a nurse practitioner for the University of Pittsburgh Center for Sports Medicine, Pittsburgh, Pennsylvania
| | - Brian S. Zuckerbraun
- Brian S. Zuckerbraun is an associate professor at the University of Pittsburgh and the VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
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Kelly CR, Ihunnah C, Fischer M, Khoruts A, Surawicz C, Afzali A, Aroniadis O, Barto A, Borody T, Giovanelli A, Gordon S, Gluck M, Hohmann EL, Kao D, Kao JY, McQuillen DP, Mellow M, Rank KM, Rao K, Ray A, Schwartz MA, Singh N, Stollman N, Suskind DL, Vindigni SM, Youngster I, Brandt L. Fecal microbiota transplant for treatment of Clostridium difficile infection in immunocompromised patients. Am J Gastroenterol 2014; 109:1065-71. [PMID: 24890442 PMCID: PMC5537742 DOI: 10.1038/ajg.2014.133] [Citation(s) in RCA: 496] [Impact Index Per Article: 45.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Accepted: 04/21/2014] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Patients who are immunocompromised (IC) are at increased risk of Clostridium difficile infection (CDI), which has increased to epidemic proportions over the past decade. Fecal microbiota transplantation (FMT) appears effective for the treatment of CDI, although there is concern that IC patients may be at increased risk of having adverse events (AEs) related to FMT. This study describes the multicenter experience of FMT in IC patients. METHODS A multicenter retrospective series was performed on the use of FMT in IC patients with CDI that was recurrent, refractory, or severe. We aimed to describe rates of CDI cure after FMT as well as AEs experienced by IC patients after FMT. A 32-item questionnaire soliciting demographic and pre- and post-FMT data was completed for 99 patients at 16 centers, of whom 80 were eligible for inclusion. Outcomes included (i) rates of CDI cure after FMT, (ii) serious adverse events (SAEs) such as death or hospitalization within 12 weeks of FMT, (iii) infection within 12 weeks of FMT, and (iv) AEs (related and unrelated) to FMT. RESULTS Cases included adult (75) and pediatric (5) patients treated with FMT for recurrent (55%), refractory (11%), and severe and/or overlap of recurrent/refractory and severe CDI (34%). In all, 79% were outpatients at the time of FMT. The mean follow-up period between FMT and data collection was 11 months (range 3-46 months). Reasons for IC included: HIV/AIDS (3), solid organ transplant (19), oncologic condition (7), immunosuppressive therapy for inflammatory bowel disease (IBD; 36), and other medical conditions/medications (15). The CDI cure rate after a single FMT was 78%, with 62 patients suffering no recurrence at least 12 weeks post FMT. Twelve patients underwent repeat FMT, of whom eight had no further CDI. Thus, the overall cure rate was 89%. Twelve (15%) had any SAE within 12 weeks post FMT, of which 10 were hospitalizations. Two deaths occurred within 12 weeks of FMT, one of which was the result of aspiration during sedation for FMT administered via colonoscopy; the other was unrelated to FMT. None suffered infections definitely related to FMT, but two patients developed unrelated infections and five had self-limited diarrheal illness in which no causal organism was identified. One patient had a superficial mucosal tear caused by the colonoscopy performed for the FMT, and three patients reported mild, self-limited abdominal discomfort post FMT. Five (14% of IBD patients) experienced disease flare post FMT. Three ulcerative colitis (UC) patients underwent colectomy related to course of UC >100 days after FMT. CONCLUSIONS This series demonstrates the effective use of FMT for CDI in IC patients with few SAEs or related AEs. Importantly, there were no related infectious complications in these high-risk patients.
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Affiliation(s)
- Colleen R. Kelly
- Division of Gastroenterology, Brown Alpert Medical School, Women’s Medicine Collaborative, Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Chioma Ihunnah
- Division of Gastroenterology, Brown Alpert Medical School, Women’s Medicine Collaborative, Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Monika Fischer
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | | | - Anita Afzali
- University of Washington School of Medicine, Seattle, Washington, USA
| | - Olga Aroniadis
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Amy Barto
- Lahey Clinic Hospital and Medical Center, Tufts University School of Medicine, Burlington, Massachusetts, USA
| | - Thomas Borody
- Centre for Digestive Diseases, Five Dock, Sydney, New South Wales, Australia
| | - Andrea Giovanelli
- Northern California Gastroenterology Consultants, Inc., Oakland, California, USA
| | - Shelley Gordon
- California Pacific Medical Center, San Francisco, California, USA
| | - Michael Gluck
- Virginia Mason Medical Center, Seattle, Washington, USA
| | - Elizabeth L. Hohmann
- Massachusetts General Hospital and Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dina Kao
- University of Alberta, Edmonton, Alberta, Canada
| | - John Y. Kao
- University of Michigan, Ann Arbor, Michigan, USA
| | - Daniel P. McQuillen
- Lahey Clinic Hospital and Medical Center, Tufts University School of Medicine, Burlington, Massachusetts, USA
| | - Mark Mellow
- Integris Baptist Medical Center, Oklahoma, Oklahoma, USA
| | - Kevin M. Rank
- University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Krishna Rao
- University of Michigan, Ann Arbor, Michigan, USA
| | - Arnab Ray
- Ochsner Clinic Foundation, New Orleans, Louisiana, USA
| | | | - Namita Singh
- Seattle Children’s Hospital, Seattle, Washington, USA
| | - Neil Stollman
- Northern California Gastroenterology Consultants, Inc., Oakland, California, USA
| | | | | | - Ilan Youngster
- Massachusetts General Hospital and Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lawrence Brandt
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
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Abstract
There has been dramatic change in the epidemiology of Clostridium difficile infection (CDI) since the turn of the 21st century noted by a marked increase in incidence and severity, occurring at a disproportionately higher frequency in older patients. Historically considered a nosocomial infection associated with antibiotic exposure, CDI has now also emerged in the community in populations previously considered low risk. Emerging risk factors and disease recurrence represent continued challenges in the management of CDI. The increased incidence and severity associated with CDI has coincided with the emergence and rapid spread of a previously rare strain, ribotype 027. Recent data from the United States and Europe suggest that the incidence of CDI may have reached a crescendo in the recent years and is perhaps beginning to plateau. The acute care direct costs of CDI were estimated to be US$4.8 billion in 2008. However, nearly all the published studies have focused on CDI diagnosed and treated in the acute care hospital setting and fail to measure the burden outside the hospital, including recently discharged patients, outpatients, and those in long-term care facilities. Enhanced surveillance methods are needed to monitor the incidence, to identify populations at risk, and to characterize the molecular epidemiology of strains causing CDI.
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40
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Abstract
Infectious and inflammatory diseases comprise some of the most common gastrointestinal disorders resulting in hospitalization in the United States. Accordingly, they occupy a significant proportion of the workload of the acute care surgeon. This article discusses the diagnosis, management, and treatment of appendicitis, acute cholecystitis/cholangitis, acute pancreatitis, diverticulitis, and Clostridium difficile colitis.
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41
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Pathak R, Enuh HA, Patel A, Wickremesinghe P. Treatment of relapsing Clostridium difficile infection using fecal microbiota transplantation. Clin Exp Gastroenterol 2013; 7:1-6. [PMID: 24421645 PMCID: PMC3881092 DOI: 10.2147/ceg.s53410] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Clostridium difficile infection (CDI) has become a global concern over the last decade. In the United States, CDI escalated in incidence from 1996 to 2005 from 31 to 64/100,000. In 2010, there were 500,000 cases of CDI with an estimated mortality up to 20,000 cases a year. The significance of this problem is evident from the hospital costs of over 3 billion dollars annually. Fecal microbiota transplant (FMT) was first described in 1958 and since then about 500 cases have been published in literature in various small series and case reports. This procedure has been reported mainly from centers outside of the United States and acceptance of the practice has been difficult. Recently the US Food and Drug Administration (FDA) labeled FMT as a biological drug; as a result, guidelines will soon be required to help establish it as a mainstream treatment. More US experience needs to be reported to popularize this procedure here and form guidelines. METHOD We did a retrospective review of our series of patients with relapsing CDI who were treated with FMT over a 3-year period. We present our experience with FMT at a community hospital as a retrospective review and describe our procedure. RESULTS There were a total of 12 patients who underwent FMT for relapsing C. difficile. Only one patient failed to respond and required a second FMT. There were no complications associated with the transplant and all patients had resolution of symptoms within 48 hours of FMT. CONCLUSION FMT is a cheap, easily available, effective therapy for recurrent CDI; it can be safely performed in a community hospital setting with similar results.
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Affiliation(s)
- Rahul Pathak
- Department of Internal Medicine, New York Medical College, Internal Medicine Program at Richmond University Medical Center, Staten Island, NY, USA
| | - Hill Ambrose Enuh
- Department of Internal Medicine, New York Medical College, Internal Medicine Program at Richmond University Medical Center, Staten Island, NY, USA
| | - Anish Patel
- Department of Internal Medicine, New York Medical College, Internal Medicine Program at Richmond University Medical Center, Staten Island, NY, USA
| | - Prasanna Wickremesinghe
- Department of Gastrointestinal Medicine, New York Medical College, Internal Medicine Program at Richmond University Medical Center, Staten Island, NY, USA
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42
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Yan W, Shin KS, Wang SJ, Xiang H, Divers T, McDonough S, Bowman J, Rowlands A, Akey B, Mohamed H, Chang YF. Equine hyperimmune serum protects mice against Clostridium difficile spore challenge. J Vet Sci 2013; 15:249-58. [PMID: 24136208 PMCID: PMC4087227 DOI: 10.4142/jvs.2014.15.2.249] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Accepted: 08/14/2013] [Indexed: 01/05/2023] Open
Abstract
Clostridium (C.) difficile is a common cause of nosocomial diarrhea in horses. Vancomycin and metronidazole have been used as standard treatments but are only moderately effective, which highlights the need for a novel alternative therapy. In the current study, we prepared antiserum of equine origin against both C. difficile toxins A and B as well as whole-cell bacteria. The toxin-neutralizing activities of the antibodies were evaluated in vitro and the prophylactic effects of in vivo passive immunotherapy were demonstrated using a conventional mouse model. The data demonstrated that immunized horses generated antibodies against both toxins A and B that possessed toxin-neutralizing activity. Additionally, mice treated with the antiserum lost less weight without any sign of illness and regained weight back to a normal range more rapidly compared to the control group when challenged orally with 107C. difficile spores 1 day after serum injection. These results indicate that intravenous delivery of hyperimmune serum can protect animals from C. difficile challenge in a dose-dependent manner. Hence, immunotherapy may be a promising prophylactic strategy for preventing C. difficile infection in horses.
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Affiliation(s)
- Weiwei Yan
- Animal Health Diagnostic Center, Departments of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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43
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Abstract
There has been dramatic change in the epidemiology of Clostridium difficile infection (CDI) since the turn of the 21st century noted by a marked increase in incidence and severity, occurring at a disproportionately higher frequency in older patients. Historically considered a nosocomial infection associated with antibiotic exposure, CDI has now also emerged in the community in populations previously considered low risk. Emerging risk factors and disease recurrence represent continued challenges in the management of CDI. The increased incidence and severity associated with CDI has coincided with the emergence and rapid spread of a previously rare strain, ribotype 027. Recent data from the United States and Europe suggest that the incidence of CDI may have reached a crescendo in the recent years and is perhaps beginning to plateau. The acute care direct costs of CDI were estimated to be US$4.8 billion in 2008. However, nearly all the published studies have focused on CDI diagnosed and treated in the acute care hospital setting and fail to measure the burden outside the hospital, including recently discharged patients, outpatients, and those in long-term care facilities. Enhanced surveillance methods are needed to monitor the incidence, to identify populations at risk, and to characterize the molecular epidemiology of strains causing CDI.
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Affiliation(s)
- Daryl D. DePestel
- Clinical Scientific Director, Medical Affairs, Cubist Pharmaceuticals, Inc., 65 Hayden Ave, Lexington, MA 02421
| | - David M. Aronoff
- Division of Infectious Diseases, Department of Internal Medicine, Department of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, MI, 48109
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44
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de la Fuente-Salcido NM, Casados-Vázquez LE, Barboza-Corona JE. Bacteriocins ofBacillus thuringiensiscan expand the potential of this bacterium to other areas rather than limit its use only as microbial insecticide. Can J Microbiol 2013; 59:515-22. [DOI: 10.1139/cjm-2013-0284] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Various strains of Bacillus thuringiensis are among the most successful entomopathogenic bacteria used commercially as biopesticides owing to their ability to synthesize insecticidal crystal (Cry) and cytolytic (Cyt) protein toxins during sporulation, and vegetative insecticidal (VIPs) proteins during the vegetative phase of growth. Whereas much is known about the molecular biology of Cry, Cyt, and VIPs, comparatively little is known about other proteins and metabolites synthesized by B. thuringiensis that could also have applied value. Here, we review recent reports on bacteriocins synthesized by this bacterium as they relate to antibacterial activity, molecular genetics, biophysical and biochemical properties, and methods used to separate and purify these antimicrobial peptides. We highlight the potential of bacteriocins for use as food preservatives, antibiotics, plant protection, and plant growth promoters. We suggest that B. thuringiensis could be used not only in biological control of insects but also in other agronomical and industrial areas of public interest.
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Affiliation(s)
- Norma M. de la Fuente-Salcido
- Universidad Autónoma de Coahuila, Escuela de Ciencias Biológicas, Torreón, Coahuila 27104, México
- Universidad de Guanajuato Campus Irapuato-Salamanca, División Ciencias de la Vida, Posgrado en Biociencias
| | - Luz Edith Casados-Vázquez
- Universidad de Guanajuato Campus Irapuato-Salamanca, División Ciencias de la Vida, Posgrado en Biociencias
| | - J. Eleazar Barboza-Corona
- Universidad de Guanajuato Campus Irapuato-Salamanca, División Ciencias de la Vida, Posgrado en Biociencias
- Departamento de Alimentos, Irapuato, Guanajuato, 36500, México
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45
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Borody TJ, Paramsothy S, Agrawal G. Fecal microbiota transplantation: indications, methods, evidence, and future directions. Curr Gastroenterol Rep 2013; 15:337. [PMID: 23852569 PMCID: PMC3742951 DOI: 10.1007/s11894-013-0337-1] [Citation(s) in RCA: 189] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
Fecal microbiota transplantation (FMT) has attracted great interest in recent years, largely due to the global Clostridium difficile infection (CDI) epidemic and major advances in metagenomic sequencing of the gastrointestinal (GI) microbiota, with growing understanding of its structure and function. FMT is now recommended as the most effective therapy for relapsing CDI and, with further refinement, may even be used in "first-time" CDI. There is interest also in other conditions related to GI dysbiosis--for example, inflammatory bowel disease, irritable bowel syndrome, obesity, and diabetes mellitus--although quality evidence is at present lacking. A few trials are now underway in FMT for ulcerative colitis. Many unanswered questions remain, including FMT methodology--for example, optimal route of administration, what makes a "good donor," safety issues, and long-term effects of FMT.
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Affiliation(s)
- Thomas J. Borody
- Centre for Digestive Diseases, Level 1, 229 Great North Road, Five Dock, Sydney, NSW 2046 Australia
| | | | - Gaurav Agrawal
- Centre for Digestive Diseases, Level 1, 229 Great North Road, Five Dock, Sydney, NSW 2046 Australia
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46
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Parmar SR, Bhatt V, Yang J, Zhang Q, Schuster M. A retrospective review of metronidazole and vancomycin in the management of Clostridium difficile infection in patients with hematologic malignancies. J Oncol Pharm Pract 2013; 20:172-82. [DOI: 10.1177/1078155213490004] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background The incidence and severity of Clostridium difficile infection has significantly increased over the past decade. Although the epidemiology and treatment of C. difficile infection is well elucidated in the non-oncology population, it is poorly understood among cancer patients. This illustrates great concern as the majority of these patients are immunosuppressed, which puts them at higher risk for developing severe disease. Furthermore, suboptimal treatment of C. difficile infection can compromise care of underlying malignancy. Due to limited amount of data, we conducted this study to better ascertain the epidemiology and treatment outcomes of C. difficile infection in a subset of oncology patients at our institution. Objectives The primary objective was to assess the incidence and severity of C. difficile infection in patients with hematologic malignancies, including those undergoing hematopoietic stem cell transplant for a hematologic condition. The secondary objectives were to assess: (a) the outcome of C. difficile infection after therapy with metronidazole and/or vancomycin and (b) mortality following C. difficile infection. Methods We performed a retrospective study to assess the incidence and severity of C. difficile infection and to evaluate outcomes of therapy with metronidazole and/or vancomycin among adult patients admitted to the Malignant Hematology/Blood and Marrow Transplantation service at our center from January 2009 to 2012. Results Of the 390 admitted patients during the 3-year study period, the overall incidence of C. difficile infection was 18.7% ( n = 73). Forty-six patients (63.0%) were deemed to have mild-moderate C. difficile infection. With regards to outcome of therapy, less exposure to antimicrobial agents was significantly associated with a higher resolution rate ( p = 0.0029). Response rates to metronidazole were 53.7%, vancomycin 50%, and combination therapy 38.5%, although no difference in achievement of resolution was found among the three treatment modalities ( p = 0.5533). Older patients were more likely to experience recurrent C. difficile infection ( p = 0.0007). It was found that 55 patients (75.3%) were alive at 6 months. Conclusions These results highlight the high incidence of C. difficile infection in a subset of cancer patients at our institution. Although most patients presented with mild-moderate disease, severity of C. difficile infection in cancer patients may be underestimated due to the frequent presence of neutropenia. This study is the first analysis conducted, which directly compares outcomes of C. difficile infection after therapy with metronidazole, vancomycin, or combination therapy exclusively in patients with hematologic malignancies, including those undergoing hematopoietic stem cell transplant for a hematologic condition. We found no difference in treatment outcomes among metronidazole, vancomycin, or combination therapy. The recommendation from the literature to use metronidazole as the initial drug of choice for mild-moderate C. difficile infection is a reasonable option, although the rate of cure is low. This study highlights the critical need for better treatment options, due to suboptimal response rates to current therapy. Larger scale studies are needed to better understand the epidemiology and management of C. difficile infection in this patient population.
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Affiliation(s)
- Sapna R Parmar
- Department of Pharmacy, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Valkal Bhatt
- Department of Pharmacy, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Jie Yang
- Department of Preventative Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Qiao Zhang
- Department of Applied Mathematics and Statistics, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Michael Schuster
- Department of Medicine, Stony Brook University Hospital,Stony Brook, NY, USA
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47
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Frei C, Lee G. Brief Primer on Clostridium difficileInfection Costs, Reimbursement, and Government Regulation. Hosp Pharm 2013. [DOI: 10.1310/hpj4802-s14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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48
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Sarker MR, Paredes-Sabja D. Molecular basis of early stages of Clostridium difficile infection: germination and colonization. Future Microbiol 2013; 7:933-43. [PMID: 22913353 DOI: 10.2217/fmb.12.64] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Clostridium difficile infections (CDIs) occur when antibiotic therapy disrupts the gastrointestinal flora, favoring infected C. difficile spores to germinate, outgrow, colonize and produce toxins. During CDI, C. difficile vegetative cells initiate the process of sporulation allowing a fraction of the spores to remain adhered to the intestinal surfaces. These spores, which are unaffected by antibiotic therapy commonly used for CDIs, then germinate, outgrow and recolonize the host's GI tract causing relapse of CDI. Consequently, the germination and colonization processes can be considered as the earliest and most essential steps for the development as well as relapse of CDI. The aim of this review is to provide an overview on the molecular basis involved in C. difficile spore germination and colonization.
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Affiliation(s)
- Mahfuzur R Sarker
- Department of Microbiology, College of Science, Oregon State University, Corvallis, OR 97331, USA
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49
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Clostridium difficile in Children: A Review of Existing and Recently Uncovered Evidence. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2013; 764:57-72. [DOI: 10.1007/978-1-4614-4726-9_4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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50
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MAPK-activated protein kinase 2 contributes to Clostridium difficile-associated inflammation. Infect Immun 2012; 81:713-22. [PMID: 23264053 DOI: 10.1128/iai.00186-12] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Clostridium difficile infection (CDI) results in toxin-induced epithelial injury and marked intestinal inflammation. Fecal markers of intestinal inflammation correlate with CDI disease severity, but regulation of the inflammatory response is poorly understood. Previous studies demonstrated that C. difficile toxin TcdA activates p38 kinase in tissue culture cells and mouse ilium, resulting in interleukin-8 (IL-8) release. Here, we investigated the role of phosphorylated mitogen-activated protein kinase (MAPK)-activated protein kinase (MK2 kinase, pMK2), a key mediator of p38-dependent inflammation, in CDI. Exposure of cultured intestinal epithelial cells to the C. difficile toxins TcdA and TcdB resulted in p38-dependent MK2 activation. Toxin-induced IL-8 and GROα release required MK2 activity. We found that p38 and MK2 are activated in response to other actin-disrupting agents, suggesting that toxin-induced cytoskeleton disruption is the trigger for kinase-dependent cytokine response. Phosphorylated MK2 was detected in the intestines of C. difficile-infected hamsters and mice, demonstrating for the first time that the pathway is activated in infected animals. Furthermore, we found that elevated pMK2 correlated with the presence of toxigenic C. difficile among 100 patient stool samples submitted for C. difficile testing. In conclusion, we find that MK2 kinase is activated by TcdA and TcdB and regulates the expression of proinflammatory cytokines. Activation of p38-MK2 in infected animals and humans suggests that this pathway is a key driver of intestinal inflammation in patients with CDI.
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