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Stallhofer J, Steube A, Katzer K, Stallmach A. Microbiota-Based Therapeutics as New Standard-of-Care Treatment for Recurrent Clostridioides difficile Infection. Visc Med 2024; 40:82-91. [PMID: 38584858 PMCID: PMC10995962 DOI: 10.1159/000535851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/14/2023] [Indexed: 04/09/2024] Open
Abstract
Background Clostridioides difficile (C. difficile) is a spore-forming bacterial species that ubiquitously exists in the environment. Colonization by C. difficile is highly prevalent in infants, while fewer than 5% of adults are asymptomatic carriers. Disruption of the microbiome, such as through antibiotic treatment, triggers the germination of bacterial spores into numerous vegetative cells. These cells then produce enterotoxins that result in watery diarrhea and colonic inflammation. If left untreated, C. difficile infection (CDI) can lead to pseudomembranous colitis with the potentially life-threatening complication of toxic megacolon. Summary Over the past few decades, the incidence, morbidity, and mortality associated with CDIs have increased. They have emerged as the primary cause of nosocomial gastrointestinal infections in industrialized countries, posing a significant burden on healthcare systems. Despite antibiotics often being the cause of CDIs, they remain the standard treatment. However, a considerable number of patients treated with antibiotics will experience recurrent CDI (rCDI). Microbiota-based therapies targeting the core issue of CDI - antibiotic-induced dysbiosis - hold promise for rCDI treatment. While data for probiotics are insufficient, numerous studies have highlighted the effectiveness of fecal microbiota transplantation (FMT) as a safe and viable therapeutic option for rCDI. This approach is now endorsed by multiple guidelines. Nonetheless, regulatory prerequisites, such as comprehensive stool donor screening, restrict the widespread adoption of FMT beyond specialized centers. Recently, the US Food and Drug Administration has approved two commercial microbiota-based therapeutics to prevent CDI recurrence. These therapeutics are available by prescription in the USA. RBX2660 (REBYOTA™) comprises a diverse consortium of live microbes derived from human stool and is administered via enema. On the other hand, SER-109 (VOWST™) is an orally administered spore-based medication. In this review, we discuss the potential of microbiota-based treatments for rCDI against the background of medico-legal challenges associated with classical FMT. Key Messages FMT has emerged as a highly effective cure for rCDI. Nonetheless, regulatory prerequisites and laborious preparation procedures impede its widespread use. The establishment of ready-to-use microbiota-based therapeutics in clinical practice is necessary. In the USA, the recent approval of the first two commercial medications, including a spore-based oral preparation, marks a significant step forward.
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Affiliation(s)
| | - Arndt Steube
- Department of Internal Medicine IV, Jena University Hospital, Jena, Germany
| | - Katrin Katzer
- Department of Internal Medicine IV, Jena University Hospital, Jena, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV, Jena University Hospital, Jena, Germany
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Kanjee Z, Allegretti JR, Alonso CD, Burns RB. How Would You Manage This Patient With Clostridioides difficile Infection? : Grand Rounds Discussion From Beth Israel Deaconess Medical Center. Ann Intern Med 2023; 176:1101-1108. [PMID: 37549387 DOI: 10.7326/m23-0754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/09/2023] Open
Abstract
The Infectious Diseases Society of America/Society for Healthcare Epidemiology of America and the American College of Gastroenterology recently released updated guidelines on management of patients with Clostridioides difficile infection. Although these 2 guidelines generally agree, there are a few important differences in their advice to clinicians. In these rounds, 2 experts, an infectious diseases specialist and a gastroenterologist, discuss antibiotic treatment options for nonsevere disease, the role of fecal microbiota transplantation for fulminant disease, and the use of bezlotoxumab to prevent recurrence in the context of Ms. C, a 48-year-old woman with fulminant C difficile infection.
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Affiliation(s)
- Zahir Kanjee
- Division of General Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (Z.K., R.B.B.)
| | - Jessica R Allegretti
- Division of Gastroenterology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (J.R.A.)
| | - Carolyn D Alonso
- Division of Infectious Diseases, Beth Israel Deaconess Medical Center; Harvard Medical School, Boston, Massachusetts (C.D.A.)
| | - Risa B Burns
- Division of General Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (Z.K., R.B.B.)
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Reveles KR, Yang M, Garcia-Horton V, Edwards ML, Guo A, Lodise T, Bochan M, Tillotson G, Dubberke ER. Economic Impact of Recurrent Clostridioides difficile Infection in the USA: A Systematic Literature Review and Cost Synthesis. Adv Ther 2023; 40:3104-3134. [PMID: 37210680 PMCID: PMC10272265 DOI: 10.1007/s12325-023-02498-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/15/2023] [Indexed: 05/22/2023]
Abstract
INTRODUCTION Up to 35% of patients with a first episode of Clostridioides difficile infection (CDI) develop recurrent CDI (rCDI), and of those, up to 65% experience multiple recurrences. A systematic literature review (SLR) was conducted to review and summarize the economic impact of rCDI in the United States of America. METHODS English-language publications reporting real-world healthcare resource utilization (HRU) and/or direct medical costs associated with rCDI in the USA were searched in MEDLINE, MEDLINE In-Process, Embase, and the Cochrane Library databases over the past 10 years (2012-2022), as well as in selected scientific conferences that publish research on rCDI and its economic burden over the past 3 years (2019-2022). HRU and costs identified through the SLR were synthesized to estimate annual rCDI-attributable direct medical costs to inform the economic impact of rCDI from a US third-party payer's perspective. RESULTS A total of 661 publications were retrieved, and 31 of them met all selection criteria. Substantial variability was found across these publications in terms of data source, patient population, sample size, definition of rCDI, follow-up period, outcomes reported, analytic approach, and methods to adjudicate rCDI-attributable costs. Only one study reported rCDI-attributable costs over 12 months. Synthesizing across the relevant publications using a component-based cost approach, the per-patient per-year rCDI-attributable direct medical cost was estimated to range from $67,837 to $82,268. CONCLUSIONS While real-world studies on economic impact of rCDI in the USA suggested a high-cost burden, inconsistency in methodologies and results reporting warranted a component-based cost synthesis approach to estimate the annual medical cost burden of rCDI. Utilizing available literature, we estimated the average annual rCDI-attributable medical costs to allow for consistent economic assessments of rCDI and identify the budget impact on US payers.
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Affiliation(s)
- Kelly R Reveles
- College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Min Yang
- Analysis Group, 111 Huntington Avenue, 14th Floor, Boston, MA, 02199, USA.
| | | | | | - Amy Guo
- Medical Affairs, Ferring Pharmaceuticals, Parsippany, NJ, USA
| | - Thomas Lodise
- Albany College of Pharmacy and Health Sciences, Albany, NY, USA
| | | | | | - Erik R Dubberke
- Division of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
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A systematic review of real-world healthcare resource use and costs of Clostridioides difficile infections. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2023; 3:e17. [PMID: 36714290 PMCID: PMC9879868 DOI: 10.1017/ash.2022.369] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 12/08/2022] [Accepted: 12/08/2022] [Indexed: 01/18/2023]
Abstract
Objective To conduct a systematic review of published real-world evidence describing the cost and healthcare resource use for Clostridiodes difficile infection (CDI) in the United States. Methods A systematic literature review was conducted searching for terms for CDI and healthcare costs. Titles of articles and abstracts were reviewed to identify those that met study criteria. Studies were evaluated to examine overall design and comparison groups in terms of healthcare resource use and cost for CDI. Results In total, 28 articles met the inclusion criteria. Moreover, 20 studies evaluated primary CDI or did not specify, and 8 studies1-8 evaluated both primary CDI and recurrent (rCDI). Data from Medicare were used in 6 studies. Nearly all studies used a comparison group, either controls without CDI (N = 20) or comparison between primary CDI and rCDI (N = 7). Two studies examined costs of rCDI by the number of recurrences. Overall, the burden of CDI is significant, with higher aggregate costs for patients with rCDI. Compared with non-CDI controls, hospital length of stay increased in patients with both primary and rCDI compared to patients without CDI. Patients with primary CDI cost healthcare systems $24,000 more than patients without CDI. Additionally, 2 studies that evaluated the impact of recurrence among those patients with an index case of CDI demonstrated significantly higher direct all-cause medical costs among those with rCDI compared to those without. Conclusion CDI, and particularly rCDI, is a costly condition with hospitalizations being the main cost driver.
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Collins DA, Riley TV. Ridinilazole: a novel, narrow-spectrum antimicrobial agent targeting Clostridium (Clostridioides) difficile. Lett Appl Microbiol 2022; 75:526-536. [PMID: 35119124 PMCID: PMC9541751 DOI: 10.1111/lam.13664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 01/12/2022] [Accepted: 01/31/2022] [Indexed: 11/26/2022]
Abstract
Clostridium (Clostridioides) difficile infection (CDI) remains an urgent threat to patients in health systems worldwide. Recurrent CDI occurs in up to 30% of cases due to sustained dysbiosis of the gut microbiota which normally protects against CDI. Associated costs of initial and recurrent episodes of CDI impose heavy financial burdens on health systems. Vancomycin and metronidazole have been the mainstay of therapy for CDI for many years; however, these agents continue to cause significant disruption to the gut microbiota and thus carry a high risk of recurrence for CDI patients. Treatment regimens are now turning towards novel narrow spectrum antimicrobial agents which target C. difficile while conserving the commensal gut microbiota, thus significantly reducing risk of recurrence. One such agent, fidaxomicin, has been in therapeutic use for several years and is now recommended as a first-line treatment for CDI, as it is superior to vancomycin in reducing risk of recurrence. Another narrow spectrum agent, ridnilazole, was recently developed and is undergoing evaluation of its potential clinical utility. This review aimed to summarize experimental reports of ridinilazole and assess its potential as a first-line agent for treatment of CDI. Reported results from in vitro assessments, and from hamster models of CDI, show potent activity against C. difficile, non-inferiority to vancomycin for clinical cure and non-susceptibility among most gut commensal bacteria. Phase I and II clinical trials have been completed with ridinilazole showing high tolerability and efficacy in treatment of CDI, and superiority over vancomycin in reducing recurrence of CDI within 30 days of treatment completion. Phase III trials are currently underway, the results of which may prove its potential to reduce recurrent CDI and lessen the heavy health and financial burden C. difficile imposes on patients and healthcare systems.
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Affiliation(s)
- Deirdre A Collins
- School of Medical and Health SciencesEdith Cowan UniversityJoondalupWesternAustralia
| | - Thomas V. Riley
- School of Medical and Health SciencesEdith Cowan UniversityJoondalupWesternAustralia
- Department of MicrobiologyPathWest Laboratory MedicineNedlandsWesternAustralia
- Medical, Molecular and Forensic SciencesMurdoch UniversityMurdochWestern AustraliaAustralia
- School of Biomedical SciencesThe University of Western AustraliaQueen Elizabeth II Medical CentreNedlandsWAAustralia
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Khanna S, Lett J, Lattimer C, Tillotson G. Transitions of care in Clostridioides difficile infection: a need of the hour. Therap Adv Gastroenterol 2022; 15:17562848221078684. [PMID: 35251308 PMCID: PMC8891823 DOI: 10.1177/17562848221078684] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 01/20/2022] [Indexed: 02/04/2023] Open
Abstract
Clostridioides difficile infection (CDI) is a complex disease that by virtue of both its initial virulence and proclivity toward recurrent episodes causes a high morbidity, mortality, and financial burden. This burden is felt by patients and their families as well as the U.S. healthcare system. Recurrent CDI episodes can occur in 25-65% of patients, with a cycle of multiple recurrences in a single patient contributing to the complexity of care. Patients with or suspected of having CDI will receive treatment and their care will be managed across multiple healthcare settings and will include many different levels of healthcare workers. The understanding of this infection is essential for all who are involved in the care of these patients. A well-structured and implemented Transition of Care process can ease the burden on the healthcare system, patients, and their families; reduce the cost of care; and improve patient outcomes. We review the development of Transitions of Care processes, resource guides, and their relevance to improving the management of CDI.
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Affiliation(s)
- Sahil Khanna
- Department of Gastroenterology, Mayo Clinic, Rochester, MN, USA
| | - James Lett
- National Transitions of Care Coalition, Washington, DC, USA
| | - Cheri Lattimer
- National Transitions of Care Coalition, Norfolk, VA, USA
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Rao K, Dubberke ER. Can prediction scores be used to identify patients at risk of Clostridioides difficile infection? Curr Opin Gastroenterol 2022; 38:7-14. [PMID: 34628418 DOI: 10.1097/mog.0000000000000793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
PURPOSE OF REVIEW To describe the current state of literature on modeling risk of incident and recurrent Clostridioides difficile infection (iCDI and rCDI), to underscore limitations, and to propose a path forward for future research. RECENT FINDINGS There are many published risk factors and models for both iCDI and rCDI. The approaches include scores with a limited list of variables designed to be used at the bedside, but more recently have also included automated tools that take advantage of the entire electronic health record. Recent attempts to externally validate scores have met with mixed success. SUMMARY For iCDI, the performance largely hinges on the incidence, which even for hospitalized patients can be low (often <1%). Most scores fail to achieve high accuracy and/or are not externally validated. A challenge in predicting rCDI is the significant overlap with risk factors for iCDI, reducing the discriminatory ability of models. Automated electronic health record-based tools show promise but portability to other centers is challenging. Future studies should include external validation and consider biomarkers to augment performance.
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Affiliation(s)
- Krishna Rao
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Erik R Dubberke
- Division of Infectious Diseases, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
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Katzer KC, Hagel S, Reuken PA, Bruns T, Stallmach A. Development and validation of a simple and robust model to predict 30-day mortality in patients with Clostridioides difficile-associated enterocolitis. BMJ Open Gastroenterol 2021; 7:bmjgast-2020-000468. [PMID: 32912845 PMCID: PMC7484870 DOI: 10.1136/bmjgast-2020-000468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 08/02/2020] [Accepted: 08/13/2020] [Indexed: 11/10/2022] Open
Abstract
Objective Clostridioides difficile infection (CDI) is a common healthcare-associated infection and associated with high morbidity and mortality. As current guidelines recommend treatment stratified for disease severity, this study aimed to identify predictors of 30-day mortality in order to develop a robust prediction model. Design This was a retrospective analysis of 207 inpatients with CDI who were treated at the Jena University Hospital between September 2011 and December 2015. In a training cohort (n=127), predictors of 30-day mortality were identified by receiver operating characteristics analysis and logistic regression. The derived model was validated in an independent cohort of 80 inpatients with CDI. Results Within 30 days, 35 (28%) patients in the training cohort died from any cause. C-reactive protein (CRP) of ≥121 mg/L (OR 3.80; 95% CI 1.64 to 7.80; p=0.003) and lower systolic blood pressure of ≤104 mm Hg (OR 3.73; 95% CI 1.63 to 8.53; p=0.002) at diagnosis as well as development of renal impairment (serum creatinine >1.5×baseline; OR 5.61; 95% CI 1.94 to 16.26; p=0.035) within the first 6 days were associated with 30-day mortality in univariate analysis. The use of these parameters enabled correct mortality prediction in 73% of cases on the day of diagnosis and in 76% at day 6. In the validation cohort, 30-day mortality was 18/80 (23%). Our model enabled a 73.7% correct prediction concerning 30-day mortality on day 6 after diagnosis of CDI. Conclusion Hypotension and CRP elevation on the day of diagnosis as well as occurrence of kidney dysfunction during the first 6 days are suitable parameters to predict 30-day mortality in patients with CDI who need to be treated in the hospital.
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Affiliation(s)
| | - Stefan Hagel
- Institute for Infectious Diseases and Infection Control, Jena University Hospital, Jena, Germany
| | | | - Tony Bruns
- Department of Internal Medicine IV, Jena University Hospital, Jena, Germany.,Medical Department III, RWTH Aachen University, Aachen, Nordrhein-Westfalen, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV, Jena University Hospital, Jena, Germany
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Khurana S, Kahl A, Yu K, DuPont AW. Recent advances in the treatment of Clostridioides difficile infection: the ever-changing guidelines. Fac Rev 2020; 9:13. [PMID: 33659945 PMCID: PMC7886080 DOI: 10.12703/b/9-13] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Clostridioides difficile infection (CDI), formerly known as Clostridium difficile, continues to be the most common healthcare-associated infection worldwide. With the shifting epidemiology towards higher a incidence of community-acquired CDI and the continued burden on the healthcare system posed by high rates of CDI recurrence, there has been an impetus to advance the diagnostic testing and treatment strategies. Recent advancements over the past decade have led to rapidly changing guidelines issued by the Infectious Diseases Society of America and European Society of Clinical Microbiology and Infectious Diseases. With our comprehensive review, we aim to summarize the latest advances in diagnosing and treating CDI and thus attempt to help readers guide best practices for patient care. This article also focusses on cost-effectiveness of various therapies currently available on the market and provides an analysis of the current evidence on a relatively new monoclonal antibody therapy, Bezlotoxumab, to treat recurrent CDI.
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Affiliation(s)
- Shruti Khurana
- Department of Internal Medicine and Pediatrics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Alyssa Kahl
- Department of Internal Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Kevin Yu
- Department of Internal Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Andrew W DuPont
- Associate Professor, Department of Gastroenterology, Hepatology and Nutrition, The University of Texas Health Science Center at Houston, Houston, TX, USA
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Shaffer SR, Witt J, Targownik LE, Kao D, Lee C, Smieliauskas F, Rubin DT, Singh H, Bernstein CN. Cost-effectiveness analysis of a fecal microbiota transplant center for treating recurrent C.difficile infection. J Infect 2020; 81:758-765. [PMID: 32980389 DOI: 10.1016/j.jinf.2020.09.025] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 09/06/2020] [Accepted: 09/13/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE We assessed the cost-effectiveness of establishing a fecal microbial transplant (FMT) unit in Canada for the treatment of recurrent CDI. DESIGN We performed a cost-effectiveness analysis to determine the number of patients with recurrent CDI needed to treat (NNT) annually to make establishing a FMT unit cost-effective. We compared treating patients for their second recurrence of CDI with FMT in a jurisdiction with a FMT unit, compared to being treated with antibiotics; then sent to a medical center with FMT available for the third recurrence. We used a willingness to pay threshold of $50,000 per quality-adjusted-life-year gained. RESULTS The minimum annual NNT was 15 for FMT via colonoscopy, 17 for FMT via capsule, and 44 for FMT via enema compared with vancomycin, and 16, 18, and 47 compared with fidaxomicin, respectively. A medical center's minimum catchment area when establishing a FMT unit would have to be 56,849 if using FMT via colonoscopy, or 64,429 if using capsules. CONCLUSION We report the minimum number of patients requiring treatment annually with FMT to achieve cost-effectiveness, when including start-up and ongoing costs. FMT is cost-effective in Canada in populations with a sufficient number of eligible patients, ranging from 15 to 47 depending on the FMT modality used. This is crucial for medical jurisdictions making decisions about establishing a FMT unit for the treatment of recurrent CDI. The cost-effectiveness can be generalized in other countries.
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Affiliation(s)
- Seth R Shaffer
- Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; University of Manitoba IBD Clinical and Research Center, Winnipeg, Manitoba, Canada; Inflammatory Bowel Disease Center, University of Chicago Medicine, Chicago, USA
| | - Julia Witt
- Department of Economics, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Laura E Targownik
- Division of Gastroenterology, Department of Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Dina Kao
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Alberta
| | - Christine Lee
- Hamilton Regional Laboratory Medicine Program, Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, British Columbia, Canada
| | - Fabrice Smieliauskas
- Economics, Wayne State University, Detroit, MI, USA; Pharmacy Practice, Wayne State University, Detroit, MI, USA
| | - David T Rubin
- Inflammatory Bowel Disease Center, University of Chicago Medicine, Chicago, USA
| | - Harminder Singh
- Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; University of Manitoba IBD Clinical and Research Center, Winnipeg, Manitoba, Canada
| | - Charles N Bernstein
- Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; University of Manitoba IBD Clinical and Research Center, Winnipeg, Manitoba, Canada.
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Robertson C, Pan J, Kavanagh K, Ford I, McCowan C, Bennie M, Marwick C, Leanord A. Cost burden of Clostridioides difficile infection to the health service: A retrospective cohort study in Scotland. J Hosp Infect 2020; 106:554-561. [PMID: 32717202 DOI: 10.1016/j.jhin.2020.07.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 07/15/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Clostridioides difficile infection (CDI) is associated with high healthcare demands and related costs. AIM To evaluate the healthcare and economic burden of CDI in hospitalized patients with community- (HOCA-CDI) or hospital-associated CDI (HOHA-CDI) in the National Health Service in Scotland. METHODS A retrospective cohort study was conducted, examining data between August 2010 and July 2013 from four patient-level Scottish datasets, linked to death data. Data examined included prior antimicrobial prescriptions in the community, hospitalizations, length of stay and mortality. Each CDI case was matched to three hospital-based controls on the basis of age, gender, hospital and date of admission. Descriptive economic evaluations were based on bed-day costs for different types of wards. FINDINGS Overall, 3304 CDI cases were included in the study. CDI was associated with additional median lengths of stay of 7.2 days for HOCA-CDI and 12.0 days for HOHA-CDI compared with their respective, matched controls. The 30-day mortality rate was 6.8% for HOCA-CDI and 12.4% for HOHA-CDI. Overall, recurrence within 90 days of the first CDI episode occurred in 373/2740 (13.6%) survivors. The median additional expenditure for each initial CDI case compared with matched controls was £1713. In the 6 months after the index hospitalization, the cost associated with a CDI case was £5126 higher than for controls. CONCLUSION Using routinely collected national data, we demonstrated the substantial burden of CDI on healthcare services, including lengthy hospital stays and readmissions, which increased the costs of managing patients with CDI compared with matched controls.
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Affiliation(s)
- C Robertson
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK; Health Protection Scotland, NHS National Services Scotland, Glasgow, UK
| | - J Pan
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
| | - K Kavanagh
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
| | - I Ford
- Robertson Centre for Biostatistics, University of Glasgow, Glasgow, UK
| | - C McCowan
- School of Medicine, University of St Andrews, St Andrews, UK
| | - M Bennie
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK; Public Health and Intelligence, NHS National Services Scotland, Edinburgh, UK
| | - C Marwick
- Division of Population Health and Genomics, School of Medicine, University of Dundee, Dundee, UK
| | - A Leanord
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK; NHS Greater Glasgow and Clyde, Glasgow, UK.
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Lomeli BK, Galbraith H, Schettler J, Saviolakis GA, El-Amin W, Osborn B, Ravel J, Hazleton K, Lozupone CA, Evans RJ, Bell SJ, Ochsner UA, Jarvis TC, Baqar S, Janjic N. Multiple-Ascending-Dose Phase 1 Clinical Study of the Safety, Tolerability, and Pharmacokinetics of CRS3123, a Narrow-Spectrum Agent with Minimal Disruption of Normal Gut Microbiota. Antimicrob Agents Chemother 2019; 64:e01395-19. [PMID: 31685472 PMCID: PMC7187627 DOI: 10.1128/aac.01395-19] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 10/09/2019] [Indexed: 12/26/2022] Open
Abstract
CRS3123 is a novel small molecule that potently inhibits methionyl-tRNA synthetase of Clostridioides difficile, inhibiting C. difficile toxin production and spore formation. CRS3123 has been evaluated in a multiple-ascending-dose placebo-controlled phase 1 trial. Thirty healthy subjects, ages 18 to 45 years, were randomized into three cohorts of 10 subjects each, receiving either 200, 400, or 600 mg of CRS3123 (8 subjects per cohort) or placebo (2 subjects per cohort) by oral administration twice daily for 10 days. CRS3123 was generally safe and well tolerated, with no serious adverse events (SAEs) or severe treatment-emergent adverse events (TEAEs) reported. All subjects completed their assigned treatment and follow-up visits, and there were no trends in systemic, vital sign, or laboratory TEAEs. There were no QTcF interval changes or any clinically significant changes in other electrocardiogram (ECG) intervals or morphology. CRS3123 showed limited but detectable systemic uptake; although absorption increased with increasing dose, the increase was less than dose proportional. Importantly, the bulk of the oral dose was not absorbed, and fecal concentrations were substantially above the MIC90 value of 1 μg/ml at all dosages tested. Subjects receiving either of the two lower doses of CRS3123 exhibited minimal disruption of normal gut microbiota after 10 days of twice-daily dosing. CRS3123 was inactive against important commensal anaerobes, including Bacteroides, bifidobacteria, and commensal clostridia. Microbiome data showed favorable differentiation compared to other CDI therapeutics. These results support further development of CRS3123 as an oral agent for the treatment of CDI. (This study has been registered at Clinicaltrials.gov under identifier NCT02106338.).
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Affiliation(s)
| | - Hal Galbraith
- Quintiles Phase One Services, Overland Park, Kansas, USA
| | | | | | - Wael El-Amin
- DynPort Vaccine Company LLC, Frederick, Maryland, USA
| | - Blaire Osborn
- Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Jacques Ravel
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Keith Hazleton
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Catherine A Lozupone
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | | | | | | | | - Shahida Baqar
- Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
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13
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Dubberke ER, Lee CH, Orenstein R, Khanna S, Hecht G, Gerding DN. Results From a Randomized, Placebo-Controlled Clinical Trial of a RBX2660-A Microbiota-Based Drug for the Prevention of Recurrent Clostridium difficile Infection. Clin Infect Dis 2019; 67:1198-1204. [PMID: 29617739 DOI: 10.1093/cid/ciy259] [Citation(s) in RCA: 94] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 03/28/2018] [Indexed: 12/18/2022] Open
Abstract
Background Despite advancements, recurrent Clostridium difficile infections (CDI) remain an urgent public health threat with insufficient response rates to currently approved antibiotic therapies. Microbiota-based treatments appear effective, but rigorous clinical trials are required to optimize dosing strategies and substantiate long-term safety. Methods This randomized, double-blind, placebo-controlled phase 2B trial enrolled adults with 2 or more CDI recurrences to receive: 2 doses of RBX2660, a standardized microbiota-based drug (group A); 2doses of placebo (group B); or 1 dose of RBX2660 followed by 1 dose of placebo (group C). Efficacy was defined as prevention of recurrent CDI for 8 weeks following treatment. Participants who had a recurrence within 8 weeks were eligible to receive up to 2 open-label RBX2660 doses. The primary endpoint was efficacy for group A compared to group B. Secondary endpoints included the efficacy of group C compared to group B, combined efficacy in the blinded and open-label phases, and safety for 24 months. Results The efficacy for groups A, B, and C were 61%, 45%, and 67%, respectively. The primary endpoint was not met (P = .152). One RBX2660 dose (group C) was superior to placebo (group B; P = .048), and the overall efficacy (including open-label response) for RBX2660-treated participants was 88.8%. Adverse events did not differ significantly among treatment groups. Conclusions One, but not 2, doses of RBX2660 was superior to placebo in this randomized, placebo-controlled trial. These data provide important insights for a larger phase 3 trial and continued clinical development of RBX2660. Clinical Trials Registration NCT02299570.
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Affiliation(s)
- Erik R Dubberke
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Christine H Lee
- Hamilton Regional Laboratory Medicine Program, Department of Pathology and Molecular Medicine, McMaster University, Ontario.,Vancouver Island Health Authority, Victoria, British Columbia.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Robert Orenstein
- Division of Infectious Diseases, Mayo Clinic in Arizona, Phoenix
| | - Sahil Khanna
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Gail Hecht
- Division of Gastroenterology, Hepatology and Nutrition, Loyola University Medical Center, Chicago, Illinois
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14
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Zhang D, Prabhu VS, Marcella SW. Attributable Healthcare Resource Utilization and Costs for Patients With Primary and Recurrent Clostridium difficile Infection in the United States. Clin Infect Dis 2019; 66:1326-1332. [PMID: 29360950 PMCID: PMC5905590 DOI: 10.1093/cid/cix1021] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 12/12/2017] [Indexed: 12/28/2022] Open
Abstract
Background The economic burden of Clostridium difficile infection (CDI), the leading cause of nosocomial infectious diarrhea, is not well understood. The objective of this study was to estimate the healthcare resource utilization (HCRU) and costs attributable to primary CDI and recurrent CDI (rCDI). Methods This is a database (MarketScan) study. Patients without CDI were matched 1:1 by propensity score to those with primary CDI but no recurrences to obtain HCRU and costs attributable to primary CDI. Patients with primary CDI but no recurrences were matched 1:1 by propensity score to those with primary CDI plus 1 recurrence in order to obtain HCRU and costs attributable to rCDI. Adjusted estimates for incremental cumulative hospitalized days and healthcare costs over a 6-month follow-up period were obtained by generalized linear models with a Poisson or gamma distribution and a log link. Bootstrapping was used to obtain 95% confidence intervals (CIs). Results A total of 55504 eligible CDI patients were identified. Approximately 25% of these CDI patients had rCDI. The cumulative hospitalized days attributable to primary CDI and rCDI over the 6-month follow-up period were 5.20 days (95% CI, 5.01–5.39) and 1.95 days (95% CI, 1.48–2.43), respectively. The healthcare costs attributable to primary CDI and rCDI over the 6-month follow-up period were $24205 (95% CI, $23436–$25013) and $10580 (95% CI, $8849–$12446), respectively. Conclusions The HCRU and costs attributable to primary CDI and rCDI are quite substantial. It is necessary to reduce the burden of CDI, especially rCDI.
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Affiliation(s)
- Dongmu Zhang
- Center for Observational and Real-World Evidence, Merck & Co, Inc, Kenilworth, New Jersey
| | - Vimalanand S Prabhu
- Center for Observational and Real-World Evidence, Merck & Co, Inc, Kenilworth, New Jersey
| | - Stephen W Marcella
- Center for Observational and Real-World Evidence, Merck & Co, Inc, Kenilworth, New Jersey
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15
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Prabhu VS, Dubberke ER, Dorr MB, Elbasha E, Cossrow N, Jiang Y, Marcella S. Cost-effectiveness of Bezlotoxumab Compared With Placebo for the Prevention of Recurrent Clostridium difficile Infection. Clin Infect Dis 2019; 66:355-362. [PMID: 29106516 DOI: 10.1093/cid/cix809] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Indexed: 02/06/2023] Open
Abstract
Background Clostridium difficile infection (CDI) is the most commonly recognized cause of recurrent diarrhea. Bezlotoxumab, administered concurrently with antibiotics directed against C. difficile (standard of care [SoC]), has been shown to reduce the recurrence of CDI, compared with SoC alone. This study aimed to assess the cost-effectiveness of bezlotoxumab administered concurrently with SoC, compared with SoC alone, in subgroups of patients at risk of recurrence of CDI. Methods A computer-based Markov health state transition model was designed to track the natural history of patients infected with CDI. A cohort of patients entered the model with either a mild/moderate or severe CDI episode, and were treated with SoC antibiotics together with either bezlotoxumab or placebo. The cohort was followed over a lifetime horizon, and costs and utilities for the various health states were used to estimate incremental cost-effectiveness ratios (ICERs). Both deterministic and probabilistic sensitivity analyses were used to test the robustness of the results. Results The cost-effectiveness model showed that, compared with placebo, bezlotoxumab was associated with 0.12 quality-adjusted life-years (QALYs) gained and was cost-effective in preventing CDI recurrences in the entire trial population, with an ICER of $19824/QALY gained. Compared with placebo, bezlotoxumab was also cost-effective in the subgroups of patients aged ≥65 years (ICER of $15298/QALY), immunocompromised patients (ICER of $12597/QALY), and patients with severe CDI (ICER of $21430/QALY). Conclusions Model-based results demonstrated that bezlotoxumab was cost-effective in the prevention of recurrent CDI compared with placebo, among patients receiving SoC antibiotics for treatment of CDI.
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Affiliation(s)
| | | | | | | | | | - Yiling Jiang
- Merck Sharp & Dohme Ltd, Hoddesdon, Hertfordshire, United Kingdom
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16
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Cornely OA, Watt M, McCrea C, Goldenberg SD, De Nigris E. Extended-pulsed fidaxomicin versus vancomycin for Clostridium difficile infection in patients aged ≥60 years (EXTEND): analysis of cost-effectiveness. J Antimicrob Chemother 2019; 73:2529-2539. [PMID: 29800295 PMCID: PMC6105871 DOI: 10.1093/jac/dky184] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 04/18/2018] [Indexed: 12/14/2022] Open
Abstract
Objectives The randomized Phase IIIb/IV EXTEND trial showed that extended-pulsed fidaxomicin significantly improved sustained clinical cure and reduced recurrence versus vancomycin in patients ≥60 years old with Clostridium difficile infection (CDI). Cost-effectiveness of extended-pulsed fidaxomicin versus vancomycin as first-line therapy for CDI was evaluated in this patient population. Methods Clinical results from EXTEND and inputs from published sources were used in a semi-Markov treatment-sequence model with nine health states and a 1 year time horizon to assess costs and QALYs. The model was based on a healthcare system perspective (NHS and Personal Social Services) in England. Sensitivity analyses were performed. Results Patients receiving first-line extended-pulsed fidaxomicin treatment had a 0.02 QALY gain compared with first-line vancomycin (0.6267 versus 0.6038 QALYs/patient). While total drug acquisition costs were higher for extended-pulsed fidaxomicin than for vancomycin when used first-line (£1356 versus £260/patient), these were offset by lower total hospitalization costs (which also included treatment monitoring and community care costs; £10 815 versus £11 459/patient) and lower costs of managing adverse events (£694 versus £1199/patient), reflecting the lower incidence of CDI recurrence and adverse events with extended-pulsed fidaxomicin. Extended-pulsed fidaxomicin cost £53 less per patient than vancomycin over 1 year. The probability that first-line extended-pulsed fidaxomicin was cost-effective at a willingness-to-pay threshold of £30 000/QALY was 76% in these patients. Conclusions While fidaxomicin acquisition costs are higher than those of vancomycin, the observed reduced recurrence rate with extended-pulsed fidaxomicin makes it a more effective and less costly treatment strategy than vancomycin for first-line treatment of CDI in older patients.
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Affiliation(s)
- Oliver A Cornely
- Department I of Internal Medicine, Clinical Trials Centre Cologne, ZKS Köln, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50924 Cologne, Germany
| | | | | | - Simon D Goldenberg
- Centre for Clinical Infection and Diagnostics Research, King's College London and Guy's and St Thomas' NHS Foundation Trust, St Thomas' Hospital, London, UK
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17
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Tresman R, Goldenberg SD. Healthcare resource use and attributable cost of Clostridium difficile infection: a micro-costing analysis comparing first and recurrent episodes. J Antimicrob Chemother 2019; 73:2851-2855. [PMID: 29982502 DOI: 10.1093/jac/dky250] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 05/30/2018] [Indexed: 12/19/2022] Open
Abstract
Objectives Accurate and sufficiently detailed data on the economic burden of Clostridium difficile infection (CDI) are lacking. We performed a micro-costing study to determine the health resource utilization of patients with a first episode of CDI (fCDI) and those with a recurrent episode of CDI (rCDI). Patients and methods Forty-five adult and paediatric inpatients with rCDI were matched by age, sex and date of diagnosis with control patients with fCDI. Total length of hospital stay, length of stay in the ICU and several cost parameters differentiated into fixed and variable components were measured and compared across both groups. Results The mean total length of stay for rCDI patients was 33 days (95% CI 19-46) compared with 17 days (95% CI 12-21) for fCDI patients; P = 0.0259. ICU length of stay was also longer for rCDI patients than for fCDI patients (mean 2.5 versus 0.7 days). Mean total variable costs for fCDI and rCDI were £2382 (95% CI 1750-3014) and £4683 (95% CI 3051-6311), respectively; P = 0.009. Mean fixed costs for fCDI and rCDI were £10 328 (95% CI 7555-13 101) and £26 438 (95% CI 16 135-36 742), respectively; P = 0.003. Mean total costs for fCDI and rCDI were £12 710 (95% CI 9652-15 769) and £31 121 (95% CI 19 792-42 447), respectively; P < 0.002. Conclusions The healthcare resource use and financial burden attributable to CDI is significant. Most excess cost is driven by additional length of hospital stay. These costs may have been underestimated in previous studies that have not accounted for several difficult-to-measure parameters or have used averaged tariff-based estimates.
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Affiliation(s)
- Rebecca Tresman
- Department of Paediatric Infectious Diseases, Evelina Children's Hospital, Guy's & St Thomas' NHS Foundation Trust, London, UK
| | - Simon D Goldenberg
- Centre for Clinical Infection and Diagnostics Research, King's College London and Guy's & St Thomas' NHS Foundation Trust, London, UK
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18
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Verheyen E, Dalapathi V, Arora S, Patel K, Mankal PK, Kumar V, Lung E, Kotler DP, Grinspan A. High 30-day readmission rates associated with Clostridiumdifficile infection. Am J Infect Control 2019; 47:922-927. [PMID: 30777388 DOI: 10.1016/j.ajic.2019.01.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 01/14/2019] [Accepted: 01/15/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND Clostridium difficile infection (CDI) is a leading cause of community-onset and healthcare-associated infection, with high recurrence rates, and associated high morbidity and mortality. We report national rates, leading causes, and predictors of hospital readmission for CDI. METHODS Retrospective study of data from the 2013 Nationwide Readmissions Database of patients with a primary diagnosis of CDI and re-hospitalization within 30-days. A multivariate regression model was used to identify predictors of readmission. RESULTS Of 38,409 patients admitted with a primary diagnosis of CDI, 21% were readmitted within 30-days, and 27% of those patients were readmitted with a primary diagnosis of CDI. Infections accounted for 47% of all readmissions. Female sex, anemia/coagulation defects, renal failure/electrolyte abnormalities and discharge to home (versus facility) were 12%, 13%, 15%, 36%, respectively, more likely to be readmitted with CDI. CONCLUSIONS We found that 1-in-5 patients hospitalized with CDI were readmitted to the hospital within 30-days. Infection comprised nearly half of these readmissions, with CDI being the most common etiology. Predictors of readmission with CDI include female sex, history of renal failure/electrolyte imbalances, anemia/coagulation defects, and being discharged home. CDI is associated with a high readmission risk, with evidence of several predictive risks for readmission.
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19
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Falcone M, Tiseo G, Venditti M, Menichetti F. Updates in the epidemiology and management of candidemia and Clostridioides difficile coinfection. Expert Rev Anti Infect Ther 2019; 17:375-382. [PMID: 30982376 DOI: 10.1080/14787210.2019.1608183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Introduction: In recent years, more and more studies have focused on the association between candidemia and Clostridioides difficile infection (CDI), highlighting the risk of subsequent candidemia in patients with CDI. However, a more recent model focuses on the Candida-Clostridioides difficile coinfection as a clinical entity in which candidemia could occur before or after the CDI episode. Areas covered: In this review we analyzed the physiopathological mechanisms underlying the Candida-Clostridioides difficile coinfection, both in case of candidemia preceding and following the CDI. We highlighted that gut alterations occurring during a CDI play a crucial role in the risk of subsequent candidemia. Moreover, we identified areas of interest about the management of Candida-Clostridioides difficile coinfection and proposed answers to relevant clinical questions. Expert opinion: The evaluation of risk factors for candidemia in patients with CDI and the rational antibiotic use in patients with candidemia remain the most efficacious and cost-free instruments to optimally manage the Candida-Clostridioides difficile coinfection. However, further studies are required to cover some unmet needs, such as the development of rapid diagnostic methods of candidemia and the use of new available drugs with minimal effect on the microbiome biodiversity in patients with CDI at high risk of fungemia.
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Affiliation(s)
- Marco Falcone
- a Department of Clinical and Experimental Medicine , University of Pisa , Pisa , Italy
| | - Giusy Tiseo
- a Department of Clinical and Experimental Medicine , University of Pisa , Pisa , Italy
| | - Mario Venditti
- b Department of Public Health and Infectious Diseases , 'Sapienza' University of Rome , Rome , Italy
| | - Francesco Menichetti
- a Department of Clinical and Experimental Medicine , University of Pisa , Pisa , Italy
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20
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Rubio-Terrés C, Aguado JM, Almirante B, Cobo J, Grau S, Salavert M, González Antona Sánchez E, López Gutiérrez C, Rubio-Rodríguez D. Extended-pulsed fidaxomicin versus vancomycin in patients 60 years and older with Clostridium difficile infection: cost-effectiveness analysis in Spain. Eur J Clin Microbiol Infect Dis 2019; 38:1105-1111. [PMID: 30989419 PMCID: PMC6520320 DOI: 10.1007/s10096-019-03503-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 02/04/2019] [Indexed: 01/13/2023]
Abstract
The cost of treating Clostridium difficile infection (CDI) in Spain is substantial. Findings from the randomised, controlled, open-label, phase 3b/4 EXTEND study showed that an extended-pulsed fidaxomicin (EPFX) regimen was associated with improved sustained clinical cure and reduced recurrence of CDI versus vancomycin in patients aged 60 years and older. We assessed the cost-effectiveness of EPFX versus vancomycin for the treatment of CDI in patients aged 60 years and older from the perspective of the National Health System (NHS) in Spain. We used a Markov model with six health states and 1-year time horizon. Health resources, their unit costs and utilities were based on published sources. Key efficacy data and transition probabilities were obtained from the EXTEND study and published sources. A panel of Spanish clinical experts validated all model assumptions. In the analysis, 0.638 and 0.594 quality-adjusted life years (QALYs) per patient were obtained with EPFX and vancomycin, respectively, with a gain of 0.044 QALYs with EPFX. The cost per patient treated with EPFX and vancomycin was estimated to be €10,046 and €10,693, respectively, with a saving of €647 per patient treated with EPFX. For willingness-to-pay thresholds of €20,000, €25,000 and €30,000 per QALY gained, the probability that EPFX was the most cost-effective treatment was 99.3%, 99.5% and 99.9%, respectively. According to our economic model and the assumptions based on the Spanish NHS, EPFX is cost-effective compared with vancomycin for the first-line treatment of CDI in patients aged 60 years and older.
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Affiliation(s)
| | - José María Aguado
- Department of Infectious Diseases, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Benito Almirante
- Department of Infectious Diseases, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Javier Cobo
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal/IRYCIS, Madrid, Spain
| | - Santiago Grau
- Department of Pharmacy, Hospital del Mar, Barcelona, Spain
| | - Miguel Salavert
- Department of Infectious Diseases, Hospital Universitario La Fe, Valencia, Spain
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21
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Dinh A, Le Monnier A, Emery C, Alami S, Torreton É, Duburcq A, Barbier F. Predictors and burden of hospital readmission with recurrent Clostridioides difficile infection: a French nation-wide inception cohort study. Eur J Clin Microbiol Infect Dis 2019; 38:1297-1305. [PMID: 30941532 DOI: 10.1007/s10096-019-03552-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 03/26/2019] [Indexed: 12/17/2022]
Abstract
To investigate the predictors and burden of hospital readmission with recurrent Clostridioides difficile infection (rCDI) in a large European healthcare system with a low prevalence of hyper-virulent C. difficile clones. We conducted an inception cohort study based on an exhaustive health insurance database and including all survivors of a first hospital stay with CDI over a one-year period (2015) in France. Readmissions with rCDI were defined as a novel hospital stay with CDI within 12 weeks following discharge of the index hospitalization. Risk factors for readmission with rCDI were investigated through multivariate logistic regression analyses. Among the 14,739 survivors of the index hospital stay (females, 57.3%; median age, 74 [58-84] years), 2135 (14.5%) required at least one readmission with rCDI. Independent predictors of readmission were age ≥ 65 years (adjusted odds ratio (aOR), 1.34, 95% confidence interval (CI), 1.21-1.49, P < 0.0001), immunosuppression (aOR, 1.27, 95% CI, 1.15-1.41, P < 0.0001), chronic renal failure (aOR, 1.29, 95% CI, 1.14-1.46, P < 0.0001), and a previous history of CDI (aOR, 2.05, 95% CI, 1.55-2.71, P < 0.0001). The cumulative number of risk factors was independently associated with the hazard of readmission. Mean acute care costs attributable to rCDI were 5619 ± 3594 Euros for readmissions with rCDI as primary diagnosis (mean length of stay, 11.3 ± 10.2 days) and 4851 ± 445 Euros for those with rCDI as secondary diagnosis (mean length of stay, 16.8 ± 18.2 days), for an estimated annual nation-wide cost of 14,946,632 Euros. Hospital readmissions with rCDI are common after an index episode and drive major healthcare expenditures with substantial bed occupancy, strengthening the need for efficient secondary prevention strategies in high-risk patients.
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Affiliation(s)
- Aurélien Dinh
- Infectious Diseases Unit, APHP, Raymond-Poincaré University Hospital, Garches, France.,Versailles-Saint Quentin University, Versailles, France
| | - Alban Le Monnier
- Department of Clinical Microbiology, GH Paris Saint-Joseph Hospital, Paris, France.,EA4043-UBaPS, Saclay - Paris Sud University, Châtenay-Malabry, France
| | | | | | | | | | - François Barbier
- Medical Intensive Care Unit, La Source Hospital, CHR Orléans, 14, Hospital Bd, 45100, Orléans, France.
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22
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Barlam TF, Soria-Saucedo R, Ameli O, Cabral HJ, Kaplan WA, Kazis LE. Retrospective analysis of long-term gastrointestinal symptoms after Clostridium difficile infection in a nonelderly cohort. PLoS One 2018; 13:e0209152. [PMID: 30557401 PMCID: PMC6296708 DOI: 10.1371/journal.pone.0209152] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 12/02/2018] [Indexed: 12/27/2022] Open
Abstract
Elderly patients and those with comorbid conditions are at high risk for poor outcomes after Clostridium difficile infection (CDI) but outcomes in a healthier, nonelderly population are not well described. We sought to investigate gastrointestinal diagnoses and CDI during hospitalizations in the 24 to 36 months after an initial episode of CDI in nonelderly patients in a cohort with an overall low prevalence of comorbid conditions. We performed a retrospective analysis of hospital admissions from 2010–2013 using the Truven MarketScan database of employment-based private insurance claims. Subjects <65 years of age and their adult dependents (> = 18 years old); a CDI diagnosis in 2011 (index date); at least 12 months of pre-index continuous enrollment; and 24–36 months of continuous post-index enrollment were included. The 12 months of each subject’s enrollment prior to the index date for a CDI served as the reference period for the analyses of that subject’s post-CDI time periods. Hospital claims during the follow-up period were evaluated for gastrointestinal diagnoses and/or CDI ICD-9 codes. The risk of gastrointestinal diagnoses was assessed using Cox proportional hazards models adjusted for a pre-specified set of baseline demographic and clinical factors. During 2011, 5,632 subjects with CDI met the inclusion criteria for our study. The risk of gastrointestinal diagnoses in patients with a CDI diagnostic code for the same admission was almost 8-fold higher 3 months post-CDI (hazard ratio (HR) = 7.56; 95% confidence interval (CI): 2.97–19.19) than for subjects without CDI and remained statistically significant until month 24 (HR = 1.47; 95% CI = 1.04–2.08). After CDI, patients remained at risk for gastrointestinal symptoms with CDI for up to two years. There is an important, long-term healthcare burden after CDI in this population.
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Affiliation(s)
- Tamar F. Barlam
- Section of Infectious Diseases, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, United States of America
- * E-mail:
| | - Rene Soria-Saucedo
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy at the University of Florida, Gainesville, Florida, United States of America
| | - Omid Ameli
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Howard J. Cabral
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Warren A. Kaplan
- Center for Global Health and Development, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Lewis E. Kazis
- Health Outcomes Unit, Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts, United States of America
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23
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Alonso CD, Mahoney MV. Bezlotoxumab for the prevention of Clostridium difficile infection: a review of current evidence and safety profile. Infect Drug Resist 2018; 12:1-9. [PMID: 30588042 PMCID: PMC6301304 DOI: 10.2147/idr.s159957] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Clostridium difficile infection (CDI) is a leading nosocomial disease estimated to cause nearly half a million cases in the United States annually. Recurrent CDI (rCDI) affects ~25% of patients after completion of standard of care therapy and is associated with substantial health care costs and a negative impact on patient's overall markers of quality of life. Bezlotoxumab is the first of its kind monoclonal antibody directed against C. difficile toxin B and indicated for prevention of rCDI in at-risk patients. For the present review, we assessed English-language studies evaluating the clinical efficacy, safety, and pharmacokinetics of bezlotoxumab in humans. Relevant studies were obtained through PubMed, Embase, Cochrane database library, Web of Science, and clinicaltrials.gov. Overall, bezlotoxumab demonstrated a 40% relative reduction rate (absolute rate reduction of ~10%) and a number needed to treat of 10 patients with a favorable safety profile. Special populations, including the elderly, immunocompromised, and patients with end-stage renal disease were evaluated in post hoc analyses with a similarly favorable reduction in rCDI. This review presents and interprets the most recent safety data and the clinical application of bezlotoxumab, highlighting specific high-risk patient populations.
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Affiliation(s)
- Carolyn D Alonso
- Department of Medicine, Division of Infectious Diseases, Beth Israel Deaconess Medical Center, Boston, MA, USA,
- Harvard Medical School, Boston, MA, USA,
| | - Monica V Mahoney
- Department of Pharmacy, Beth Israel Deaconess Medical Center, Boston, MA, USA
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24
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Basu A, Prabhu VS, Dorr MB, Golan Y, Dubberke ER, Cornely OA, Heimann SM, Pedley A, Xu R, Hanson ME, Marcella S. Bezlotoxumab Is Associated With a Reduction in Cumulative Inpatient-Days: Analysis of the Hospitalization Data From the MODIFY I and II Clinical Trials. Open Forum Infect Dis 2018; 5:ofy218. [PMID: 30460321 PMCID: PMC6237242 DOI: 10.1093/ofid/ofy218] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 10/31/2018] [Indexed: 12/17/2022] Open
Abstract
Background Patients with recurrent Clostridium difficile infection (rCDI) are more likely to have a hospital readmission and spend increased time in inpatient settings compared with patients with primary CDI. MODIFY I and II demonstrated that bezlotoxumab significantly reduced rCDI vs placebo. A post hoc within-trial analysis assessed whether bezlotoxumab was associated with a reduction in cumulative inpatient-days. Methods Data were pooled from the MODIFY trials to estimate the cumulative hospitalized days summed over the 84-day follow-up period. We adjusted inpatient use data from pooled MODIFY I and II for survival and censoring to estimate 84-day cumulative inpatient-days, overall and for subgroups. Treatment effects were obtained using recycled predictions based on trial protocol and rCDI risk, and 95% confidence intervals were obtained using 1000 bootstrap replicates. Results Mean cumulative inpatient-days were greater in the placebo arm (14.1 days) vs the bezlotoxumab arm (12.1 days) in the overall population. The mean difference between treatment groups was 2.1 days (95% confidence interval, –0.4 to –3.7). This was consistent in participants with risk factors for rCDI: age ≥65 years, compromised immunity, severe CDI, prior CDI, and ribotype 027/078/244 infection. As the number of risk factors increased, bezlotoxumab resulted in greater reductions in the number of inpatient-days compared with placebo (difference: –1.2 days, –2.3 days, –2.5 days, and –3.0 days for 0, 1, 2, and ≥3 risk factors, respectively). Conclusions Bezlotoxumab was associated with a reduction in cumulative inpatient-days, suggesting that treatment with bezlotoxumab may substantially reduce rCDI-associated health care resource use. Trial registrations. MODIFY I (MK-3415A-001, NCT01241552) and II (MK-3415A-002, NCT01513239)
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Affiliation(s)
- Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, Washington
| | | | | | - Yoav Golan
- New England Medical Center, Tufts University, Boston, Massachusetts
| | - Erik R Dubberke
- Department of Medicine, Washington University, St. Louis, Missouri
| | - Oliver A Cornely
- Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Department I of Internal Medicine, ECMM Excellence Center of Medical Mycology, Clinical Trials Centre Cologne (ZKS Köln), University of Cologne, Cologne, Germany
| | - Sebastian M Heimann
- Department I of Internal Medicine, University Hospital of Cologne, Cologne, Germany
| | | | - Ruifeng Xu
- Merck & Co., Inc., Kenilworth, New Jersey
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Kunishima H, Ito K, Laurent T, Abe M. Healthcare burden of recurrent Clostridioides difficile infection in Japan: A retrospective database study. J Infect Chemother 2018; 24:892-901. [PMID: 30190105 DOI: 10.1016/j.jiac.2018.07.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 07/02/2018] [Accepted: 07/31/2018] [Indexed: 12/13/2022]
Abstract
This retrospective database study aimed to assess the healthcare burden of hospitalization cost and duration associated with recurrent Clostridioides difficile infection (rCDI) by comparison with C. difficile infection (CDI) in Japan, using a health claims database of 270 acute care hospitals. Overall, 5423 hospitalized patients, with a record of one hospital-onset, healthcare facility-associated primary CDI episode within the 180-day period, from its onset between January 2012 and September 2016, were included. Of these, 353 had at least one rCDI and 5070 had no rCDI. Compared with those with no rCDI, the median total cost of hospitalization for patients with rCDI was JPY 1,184,371 (USD 11,691) higher (JPY 2,489,424 [interquartile range {IQR}: 1,597,424-4,008,751] compared with JPY 1,305,053 [624,033-2,549,569]). In addition, rCDI resulted in twice longer hospitalization duration in median compared with CDI (79 days [IQR: 53-117] compared with 40 days [20-74]). Based on a generalized linear regression model with a Gamma distribution and a logarithmic link function, the estimated mean of cost and duration of hospitalization for patients with rCDI were JPY 1,284,519 (95% confidence limit: -95,532-2,664,569) (USD 12,679) higher and 20.3 days (-9.5‒50.0) longer, compared with patients with no rCDI. The estimated mean difference in cost was higher in older patients and patients with diseases resulting in an immunosuppressive state. Higher costs and longer hospitalization for rCDI impose a great burden on healthcare system as well as patients, highlighting the importance of preventing recurrence of CDI.
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Affiliation(s)
- Hiroyuki Kunishima
- Department of Infectious Diseases, St. Marianna University, 2-16-1 Sugao, Miyamae-ku, Kawasaki, Kanagawa, 216-8511, Japan
| | - Kaoru Ito
- Outcomes Research, Market Access, MSD K.K., Kitanomaru Square, 1-13-12 Kudan-kita, Chiyoda-ku, Tokyo 102-8667, Japan.
| | - Thomas Laurent
- Clinical Study Support, Inc., Daiei Bldg., 2F, 1-11-20 Nishiki, Naka-ku, Nagoya, Aichi 460-0003, Japan
| | - Machiko Abe
- Outcomes Research, Market Access, MSD K.K., Kitanomaru Square, 1-13-12 Kudan-kita, Chiyoda-ku, Tokyo 102-8667, Japan
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26
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Zilberberg MD, Nathanson BH, Marcella S, Hawkshead JJ, Shorr AF. Hospital readmission with Clostridium difficile infection as a secondary diagnosis is associated with worsened outcomes and greater revenue loss relative to principal diagnosis: A retrospective cohort study. Medicine (Baltimore) 2018; 97:e12212. [PMID: 30200134 PMCID: PMC6133633 DOI: 10.1097/md.0000000000012212] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Recurrent Clostridium difficile infection (rCDI) requiring rehospitalization contributes to poor outcomes, which may differ between patients hospitalized with versus for it.We performed a multicenter retrospective cohort study of rehospitalized adults surviving initial CDI hospitalization. Hospital mortality, length of stay (LOS), 30-day readmission, and mean gap between hospital costs and Diagnosis Related Group (DRG) reimbursement served as outcomes.Among the 25.7% (n = 99,175) survivors requiring rehospitalization, 36,504 (36.8%) had rCDI (14,005 [38.4%] principal diagnosis rCDI [PrCDI]). Compared with non-CDI, PrCDI, and secondary diagnosis rCDI [SrCDI] carried lower risk of death (PrCDI odds ratio [OR] 0.52; 95% confidence interval [CI] 0.46, 0.58; SrCDI OR 0.80; 95% CI 0.75, 0.85) and 30-day readmission (PrCDI OR 0.84; 95% CI 0.80, 0.88; SrCDI OR 0.97; 95% CI 0.94, 1.01), and excess LOS (PrCDI 1.8 days; 95% CI 1.7, 2.0; SrCDI 1.4 days; 95% CI 1.3, 1.5), and costs (PrCDI $1399; 95% CI $858, $1939; SrCDI $2809; 95% CI $2307, $3311). Mean gap between hospital costs and DRG reimbursements was highest in SrCDI ($13,803).A rehospitalization within 60-days of an initial CDI hospitalization occurs in approximately 25% of all survivors, 1/3 with rCDI. SrCDI carries worse outcomes than PrCDI. The potential loss of revenue incurred by the hospital is nearly 3-fold higher for SrCDI than PrCDI.
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27
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Ford DC, Schroeder MC, Ince D, Ernst EJ. Cost-effectiveness analysis of initial treatment strategies for mild-to-moderate Clostridium difficile infection in hospitalized patients. Am J Health Syst Pharm 2018; 75:1110-1121. [DOI: 10.2146/ajhp170554] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- Diana C. Ford
- Department of Pharmaceutical Care, University of Iowa Hospitals and Clinics, Iowa City, IA
| | - Mary C. Schroeder
- Division of Health Services Research, University of Iowa College of Pharmacy, Iowa City, IA
| | - Dilek Ince
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Erika J. Ernst
- Division of Health Services Research, University of Iowa College of Pharmacy, Iowa City, IA
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28
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Falcone M, Tiseo G, Iraci F, Raponi G, Goldoni P, Delle Rose D, Santino I, Carfagna P, Murri R, Fantoni M, Fontana C, Sanguinetti M, Farcomeni A, Antonelli G, Aceti A, Mastroianni C, Andreoni M, Cauda R, Petrosillo N, Venditti M. Risk factors for recurrence in patients with Clostridium difficile infection due to 027 and non-027 ribotypes. Clin Microbiol Infect 2018; 25:474-480. [PMID: 29964230 DOI: 10.1016/j.cmi.2018.06.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 06/17/2018] [Accepted: 06/19/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Our objective was to evaluate factors associated with recurrence in patients with 027+ and 027- Clostridium difficile infection (CDI). METHODS Patients with CDI observed between January and December 2014 in six hospitals were consecutively included in the study. The 027 ribotype was deduced by the presence of tcdB, tcdB, cdt genes and the deletion Δ117 in tcdC (Xpert® C. difficile/Epi). Recurrence was defined as a positive laboratory test result for C. difficile more than 14 days but within 8 weeks after the initial diagnosis date with reappearance of symptoms. To identify factors associated with recurrence in 027+ and 027- CDI, a multivariate analysis was performed in each patient group. Subdistributional hazard ratios (sHRs) and 95% confidence intervals (95%CIs) were calculated. RESULTS Overall, 238 patients with 027+ CDI and 267 with 027- CDI were analysed. On multivariate analysis metronidazole monotherapy (sHR 2.380, 95%CI 1.549-3.60, p <0.001) and immunosuppressive treatment (sHR 3.116, 95%CI 1.906-5.090, p <0.001) were factors associated with recurrence in patients with 027+ CDI. In this patient group, metronidazole monotherapy was independently associated with recurrence in both mild/moderate (sHR 1.894, 95%CI 1.051-3.410, p 0.033) and severe CDI (sHR 2.476, 95%CI 1.281-4.790, p 0.007). Conversely, non-severe disease (sHR 3.704, 95%CI 1.437-9.524, p 0.007) and absence of chronic renal failure (sHR 16.129, 95%CI 2.155-125.000, p 0.007) were associated with recurrence in 027- CDI. CONCLUSIONS Compared to vancomycin, metronidazole monotherapy appears less effective in curing CDI without relapse in the 027+ patient group, independently of disease severity.
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Affiliation(s)
- M Falcone
- Division of Infectious Diseases, Department of Clinical and Experimental Medicine, University of Pisa, Rome, Italy.
| | - G Tiseo
- Department of Internal Medicine and Medical Specialties, 'Sapienza' University of Rome, Rome, Italy
| | - F Iraci
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
| | - G Raponi
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
| | - P Goldoni
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
| | - D Delle Rose
- Department of Infectious Diseases, University of Rome Tor Vergata, Rome, Italy
| | - I Santino
- Department of Clinical and Molecular Medicine, Azienda Ospedaliera Sant'Andrea, 'Sapienza' University of Rome, Rome, Italy
| | - P Carfagna
- Department of Internal Medicine, Azienda Ospedaliera San Giovanni, Rome, Italy
| | - R Murri
- Institute of Infectious Diseases, Catholic University of Rome, Rome, Italy
| | - M Fantoni
- Institute of Infectious Diseases, Catholic University of Rome, Rome, Italy
| | - C Fontana
- Microbiology Section, University of Rome Tor Vergata, Rome, Italy
| | - M Sanguinetti
- Institute of Microbiology, Catholic University of Rome, Rome, Italy
| | - A Farcomeni
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
| | - G Antonelli
- Department of Molecular Medicine, 'Sapienza' University of Rome, Rome, Italy
| | - A Aceti
- Infectious Diseases Unit, Azienda Ospedaliera Sant'Andrea, 'Sapienza' University of Rome, Rome, Italy
| | - C Mastroianni
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
| | - M Andreoni
- Department of Infectious Diseases, University of Rome Tor Vergata, Rome, Italy
| | - R Cauda
- Institute of Infectious Diseases, Catholic University of Rome, Rome, Italy
| | - N Petrosillo
- Clinical and Research Department for Infectious Diseases, National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
| | - M Venditti
- Department of Public Health and Infectious Diseases, 'Sapienza' University of Rome, Rome, Italy
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Wilcox MH, Ahir H, Coia JE, Dodgson A, Hopkins S, Llewelyn MJ, Settle C, Mclain-Smith S, Marcella SW. Impact of recurrent Clostridium difficile infection: hospitalization and patient quality of life. J Antimicrob Chemother 2018. [PMID: 28633368 DOI: 10.1093/jac/dkx174] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Objectives Data quantifying outcomes of recurrent Clostridium difficile infection (rCDI) are lacking. We sought to determine the UK hospital resource use and health-related quality of life (HRQoL) associated with rCDI hospitalizations. Patients and methods A non-interventional study in six UK acute hospitals collected retrospective clinical and resource use data from medical records of 64 adults hospitalized for rCDI and 64 matched inpatient controls with a first episode only (f)CDI. Patients were observed from the index event (date rCDI/fCDI confirmed) for 28 days (or death, if sooner); UK-specific reference costs were applied. HRQoL was assessed prospectively in a separate cohort of 30 patients hospitalized with CDI, who completed the EQ-5D-3L questionnaire during their illness. Results The median total management cost (post-index) was £7539 and £6294 for rCDI and fCDI, respectively (cost difference, P = 0.075); median length of stay was 21 days and 15.5 days, respectively (P = 0.269). The median cost difference between matched rCDI and fCDI cases was £689 (IQR=£1873-£3954). Subgroup analysis demonstrated the highest median costs (£8542/patient) in severe rCDI cases. CDI management costs were driven primarily by hospital length of stay, which accounted for >85% of costs in both groups. Mean EQ-5D index values were 46% lower in CDI patients compared with UK population values (0.42 and 0.78, respectively); EQ visual analogue scale scores were 38% lower (47.82 and 77.3, respectively). Conclusions CDI has considerable impact on patients and healthcare resources. This multicentre study provides a contemporaneous estimate of the real-world UK costs associated with rCDI management, which are substantial and comparable to fCDI costs.
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Affiliation(s)
- Mark H Wilcox
- Leeds Teaching Hospitals NHS Trust and University of Leeds, Leeds, UK
| | | | | | - Andrew Dodgson
- Central Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | | | - Martin J Llewelyn
- Brighton and Sussex University Hospitals NHS Trust and University of Sussex, Brighton, UK
| | - Chris Settle
- City Hospitals Sunderland NHS Foundation Trust, Sunderland, UK
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30
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Economic burden and cost-effective management of Clostridium difficile infections. Med Mal Infect 2018; 48:23-29. [PMID: 29336929 DOI: 10.1016/j.medmal.2017.10.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 10/20/2017] [Indexed: 12/17/2022]
Abstract
Clostridium difficile infection (CDI) is the most important cause of healthcare-associated infectious diarrhea in industrialized countries. We performed a literature review of the overall economic burden of initial and recurrent CDI as well as of the cost-effectiveness of the various treatment strategies applied in these settings. Even though analysis of health economic data is complicated by the limited comparability of results, our review identified several internationally consistent results. Authors from different countries have shown that recurrent CDI disproportionally contributes to the overall economic burden of CDI and therefore offers considerable saving potential. Subsequent cost-effectiveness analyses almost exclusively identified fidaxomicin as the preferred treatment option for initial CDI and fecal microbiota transplant (FMT) for recurrent CDI. Among the various FMT protocols, optimum results were obtained using early colonoscopy-based FMT.
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31
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Reveles KR, Backo JL, Corvino FA, Zivkovic M, Broderick KC. Fidaxomicin versus Vancomycin as a First-Line Treatment for Clostridium difficile-Associated Diarrhea in Specific Patient Populations: A Pharmacoeconomic Evaluation. Pharmacotherapy 2017; 37:1489-1497. [PMID: 29044643 PMCID: PMC11323253 DOI: 10.1002/phar.2049] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
OBJECTIVES The reduction in recurrent Clostridium difficile-associated diarrhea (CDAD) with fidaxomicin therapy may reduce hospital readmissions and lead to lower overall CDAD costs. However, studies assessing the cost-effectiveness of fidaxomicin as first-line therapy from the U.S. hospital perspective are lacking. This study evaluated the costs associated with utilizing fidaxomicin or vancomycin as a first-line therapy for CDAD in specific patient populations from a U.S. hospital perspective. METHODS A decision-analytic model was developed to estimate total costs (hospitalization and drug costs) associated with using fidaxomicin or vancomycin as first-line therapy for a first episode and up to two recurrences of CDAD in five patient populations: general population, elderly, patients receiving concomitant antibiotics, and patients with renal impairment or cancer. RESULTS The total cost of CDAD treatment using fidaxomicin first line in the general population was $14,442 per patient versus $14,179 per patient with vancomycin first line. In subgroup analyses, fidaxomicin use resulted in total hospital cost savings of $616 per patient in patients with cancer and $312 in patients with concomitant antibiotic use; vancomycin use was associated with total hospital cost savings of $243 per patient in the elderly and $371 in patients with renal impairment. CONCLUSIONS Fidaxomicin as first-line CDAD therapy is associated with similar total costs as compounded vancomycin oral solution in the general population. In elderly and renally impaired patients, slight increases in hospital cost were observed with fidaxomicin therapy, and in patients with cancer or concomitant antibiotic use, hospital cost savings were observed.
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Affiliation(s)
- Kelly R. Reveles
- College of Pharmacy, The University of Texas at Austin, Austin, Texas
- Pharmacotherapy Education and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas
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32
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Pak TR, Chacko K, O’Donnell T, Huprikar S, van Bakel H, Kasarskis A, Scott ER. Estimating Local Costs Associated With Clostridium difficile Infection Using Machine Learning and Electronic Medical Records. Infect Control Hosp Epidemiol 2017; 38:1478-1486. [PMID: 29103378 PMCID: PMC5923033 DOI: 10.1017/ice.2017.214] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Reported per-patient costs of Clostridium difficile infection (CDI) vary by 2 orders of magnitude among different hospitals, implying that infection control officers need precise, local analyses to guide rational decision making between interventions. OBJECTIVE We sought to comprehensively estimate changes in length of stay (LOS) attributable to CDI at a single urban tertiary-care facility using only data automatically extractable from the electronic medical record (EMR). METHODS We performed a retrospective cohort study of 171,938 visits spanning a 7-year period. In total, 23,968 variables were extracted from EMR data recorded within 24 hours of admission to train elastic-net regularized logistic regression models for propensity score matching. To address time-dependent bias (reverse causation), we separately stratified comparisons by time of infection, and we fit multistate models. RESULTS The estimated difference in median LOS for propensity-matched cohorts varied from 3.1 days (95% CI, 2.2-3.9) to 10.1 days (95% CI, 7.3-12.2) depending on the case definition; however, dependency of the estimate on time to infection was observed. Stratification by time to first positive toxin assay, excluding probable community-acquired infections, showed a minimum excess LOS of 3.1 days (95% CI, 1.7-4.4). Under the same case definition, the multistate model averaged an excess LOS of 3.3 days (95% CI, 2.6-4.0). CONCLUSIONS In this study, 2 independent time-to-infection adjusted methods converged on similar excess LOS estimates. Changes in LOS can be extrapolated to marginal dollar costs by multiplying by average costs of an inpatient day. Infection control officers can leverage automatically extractable EMR data to estimate costs of CDI at their own institutions. Infect Control Hosp Epidemiol. 2017;38:1478-1486.
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Affiliation(s)
- Theodore R. Pak
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Kieran Chacko
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Timothy O’Donnell
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Shirish Huprikar
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Harm van Bakel
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Andrew Kasarskis
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Erick R. Scott
- Icahn Institute and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
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Couture-Cossette A, Carignan A, Ilangumaran S, Valiquette L. Bezlotoxumab for the prevention of Clostridium difficile recurrence. Expert Opin Biol Ther 2017; 17:1439-1445. [PMID: 28805081 DOI: 10.1080/14712598.2017.1363886] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Clostridium difficile infection is a major economic and clinical burden, due to its high frequency of recurrence. Currently recommended treatments are not efficient for prevention and may contribute to the risk of recurrent infection. In recent years, research has focused on strategies to lessen this risk. Bezlotoxumab is a monoclonal antibody that prevents recurrences of C. difficile infection through the antagonism of toxin B. Areas covered: In this review, the authors discuss the burden of C. difficile infection and its recurrences, the mechanisms underlying the recurrences, and current C. difficile treatments. They subsequently analyze the strategic therapeutic rationale for bezlotoxumab use, as well as the supporting clinical evidence. Expert opinion: Bezlotoxumab is an attractive solution for reducing the unacceptable level of recurrence that occurs with the currently recommended C. difficile treatments and other alternative therapies under consideration. Even though bezlotoxumab has not been tested in large-scale trials exclusively in cases of already established recurrent C.difficile infection (rCDI), it has an advantage over current treatments in that it does not interfere with the patient's gut flora while directly neutralizing the key virulence factor. Although cost remains an important factor against its widespread use, simpler administration, fewer side-effects, and better social acceptability justify its consideration for treating rCDI.
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Affiliation(s)
- Antoine Couture-Cossette
- a Department of Microbiology and Infectious Diseases , Université de Sherbrooke , Québec , Canada
| | - Alex Carignan
- a Department of Microbiology and Infectious Diseases , Université de Sherbrooke , Québec , Canada
| | - Subburaj Ilangumaran
- b Department of Pediatrics, Immunology Division , Université de Sherbrooke , Québec , Canada
| | - Louis Valiquette
- a Department of Microbiology and Infectious Diseases , Université de Sherbrooke , Québec , Canada
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Chopra T, Goldstein EJC, Gorbach SL. Rethinking Strategies to Select Antibiotic Therapy in Clostridium difficile infection. Pharmacotherapy 2017; 36:1281-1289. [PMID: 27862113 DOI: 10.1002/phar.1863] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
In recent years, Clostridium difficile infection (CDI) has become a global public health threat associated with increased morbidity, mortality, and economic burden, all of which are exacerbated with disease recurrence. Current guidelines informing treatment decisions are largely based on definitions of disease severity at diagnosis, with subjective components not well delineated across treatment algorithms and clinical trials. Furthermore, there is little evidence linking severity at onset to outcome. However, reducing the risk of recurrence may offer both a better outcome for the individual and decreased downstream economic impact. The authors present data supporting the opinion that patients deemed at low risk for recurrence should receive vancomycin (or metronidazole when cost is an issue), while those at higher risk of recurrence would benefit from fidaxomicin treatment. Although further prospective studies are needed, choosing treatment with the goal of preventing recurrent CDI may offer a better guide than disease severity.
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Affiliation(s)
- Teena Chopra
- Division of Infectious Diseases, Detroit Medical Center and Wayne State University, Detroit, Michigan
| | - Ellie J C Goldstein
- David Geffen School of Medicine, Los Angeles, California.,R.M. Alden Research Laboratory, Santa Monica, California
| | - Sherwood L Gorbach
- Department of Public Health and Family Medicine, Tufts University School of Medicine, Boston, Massachusetts
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Abstract
Clostridium difficile infection (CDI) is facilitated by alteration of the microbiome following antibiotic administration. Antimicrobial therapy directed against the pathogen can treat CDI. Unfortunately, ∼20% of successfully treated patients will suffer recurrence. Bezlotoxumab, a human monoclonal antibody, binds to C. difficile toxin B (TcdB), reducing recurrence presumably by limiting epithelial damage and facilitating microbiome recovery.
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Affiliation(s)
| | - Vincent B Young
- University of Michigan Medical School, Ann Arbor, MI 48103, USA.
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Abstract
C. difficile infections (CDI) have been a challenging disease to treat, much less to prevent, for decades. Efforts for primary prevention have mainly focused on improving infection control practices, but CDI outbreaks continue to plague healthcare facilities. Areas covered: A literature search from 1970-December 2016 found 13 facility-level and 2 patient-level strategies that were evidence-based. The aim of this manuscript is to assess the current state of the literature on primary prevention of CDI and offer insights into which strategies may be more effective. Expert commentary: The strongest evidence for primary prevention is based on multi-faceted infection control bundles, while there is promising moderate evidence involving facility-wide use of specific probiotics. Moderate-level evidence was found for patient-level use of specific probiotics and low level evidence for vaccines. Future suggestions include use of consistent outcome metrics, measurements of implementation compliance and program sustainability.
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Affiliation(s)
- Lynne V McFarland
- a Medicinal Chemistry , University of Washington, Puget Sound VA HCS , Seattle , WA , USA
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Zilberberg MD, Shorr AF, Jesdale WM, Tjia J, Lapane K. Recurrent Clostridium difficile infection among Medicare patients in nursing homes: A population-based cohort study. Medicine (Baltimore) 2017; 96:e6231. [PMID: 28272217 PMCID: PMC5348165 DOI: 10.1097/md.0000000000006231] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
We explored the epidemiology and outcomes of Clostridium difficile infection (CDI) recurrence among Medicare patients in a nursing home (NH) whose CDI originated in acute care hospitals.We conducted a retrospective, population-based matched cohort combining Medicare claims with Minimum Data Set 3.0, including all hospitalized patients age ≥65 years transferred to an NH after hospitalization with CDI 1/2011-11/2012. Incident CDI was defined as ICD-9-CM code 008.45 with no others in prior 60 days. CDI recurrence was defined as (within 60 days of last day of CDI treatment): oral metronidazole, oral vancomycin, or fidaxomicin for ≥3 days in part D file; or an ICD-9-CM code for CDI (008.45) during a rehospitalization. Cox proportional hazards and linear models, adjusted for age, gender, race, and comorbidities, examined mortality within 60 days and excess hospital days and costs, in patients with recurrent CDI compared to those without.Among 14,472 survivors of index CDI hospitalization discharged to an NH, 4775 suffered a recurrence. Demographics and clinical characteristics at baseline were similar, as was the risk of death (24.2% with vs 24.4% without). Median number of hospitalizations was 2 (IQR 1-3) among those with and 0 (IQR 0-1) among those without recurrence. Adjusted excess hospital days per patient were 20.3 (95% CI 19.1-21.4) and Medicare reimbursements $12,043 (95% CI $11,469-$12,617) in the group with a recurrence.Although recurrent CDI did not increase the risk of death, it was associated with a far higher risk of rehospitalization, excess hospital days, and costs to Medicare.
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Affiliation(s)
- Marya D. Zilberberg
- EviMed Research Group, LLC, Goshen
- School of Public Health and Health Sciences, University of Massachusetts, Amherst, MA
| | | | | | - Jennifer Tjia
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Kate Lapane
- University of Massachusetts Medical School, Worcester, MA, USA
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Zhang S, Palazuelos-Munoz S, Balsells EM, Nair H, Chit A, Kyaw MH. Cost of hospital management of Clostridium difficile infection in United States-a meta-analysis and modelling study. BMC Infect Dis 2016; 16:447. [PMID: 27562241 PMCID: PMC5000548 DOI: 10.1186/s12879-016-1786-6] [Citation(s) in RCA: 207] [Impact Index Per Article: 25.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 08/18/2016] [Indexed: 12/18/2022] Open
Abstract
Background Clostridium difficile infection (CDI) is the leading cause of infectious nosocomial diarrhoea but the economic costs of CDI on healthcare systems in the US remain uncertain. Methods We conducted a systematic search for published studies investigating the direct medical cost associated with CDI hospital management in the past 10 years (2005–2015) and included 42 studies to the final data analysis to estimate the financial impact of CDI in the US. We also conducted a meta-analysis of all costs using Monte Carlo simulation. Results The average cost for CDI case management and average CDI-attributable costs per case were $42,316 (90 % CI: $39,886, $44,765) and $21,448 (90 % CI: $21,152, $21,744) in 2015 US dollars. Hospital-onset CDI-attributable cost per case was $34,157 (90 % CI: $33,134, $35,180), which was 1.5 times the cost of community-onset CDI ($20,095 [90 % CI: $4991, $35,204]). The average and incremental length of stay (LOS) for CDI inpatient treatment were 11.1 (90 % CI: 8.7–13.6) and 9.7 (90 % CI: 9.6–9.8) days respectively. Total annual CDI-attributable cost in the US is estimated US$6.3 (Range: $1.9–$7.0) billion. Total annual CDI hospital management required nearly 2.4 million days of inpatient stay. Conclusions This review indicates that CDI places a significant financial burden on the US healthcare system. This review adds strong evidence to aid policy-making on adequate resource allocation to CDI prevention and treatment in the US. Future studies should focus on recurrent CDI, CDI in long-term care facilities and persons with comorbidities and indirect cost from a societal perspective. Health-economic studies for CDI preventive intervention are needed. Electronic supplementary material The online version of this article (doi:10.1186/s12879-016-1786-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shanshan Zhang
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Medical School, Teviot Place, Edinburgh, EH8 9AG, UK. .,Department of Preventive Dentistry, Peking University School and Hospital of Stomatology, 22 Zhongguancun South Avenue, Beijing, 100081, China.
| | | | - Evelyn M Balsells
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Medical School, Teviot Place, Edinburgh, EH8 9AG, UK
| | - Harish Nair
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Medical School, Teviot Place, Edinburgh, EH8 9AG, UK
| | - Ayman Chit
- Sanofi Pasteur, Swiftwater, PA, USA.,Lesli Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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McFarland LV, Ozen M, Dinleyici EC, Goh S. Comparison of pediatric and adult antibiotic-associated diarrhea and Clostridium difficile infections. World J Gastroenterol 2016; 22:3078-3104. [PMID: 27003987 PMCID: PMC4789985 DOI: 10.3748/wjg.v22.i11.3078] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 01/12/2016] [Accepted: 02/22/2016] [Indexed: 02/06/2023] Open
Abstract
Antibiotic-associated diarrhea (AAD) and Clostridum difficile infections (CDI) have been well studied for adult cases, but not as well in the pediatric population. Whether the disease process or response to treatments differs between pediatric and adult patients is an important clinical concern when following global guidelines based largely on adult patients. A systematic review of the literature using databases PubMed (June 3, 1978-2015) was conducted to compare AAD and CDI in pediatric and adult populations and determine significant differences and similarities that might impact clinical decisions. In general, pediatric AAD and CDI have a more rapid onset of symptoms, a shorter duration of disease and fewer CDI complications (required surgeries and extended hospitalizations) than in adults. Children experience more community-associated CDI and are associated with smaller outbreaks than adult cases of CDI. The ribotype NAP1/027/BI is more common in adults than children. Children and adults share some similar risk factors, but adults have more complex risk factor profiles associated with more co-morbidities, types of disruptive factors and a wider range of exposures to C. difficile in the healthcare environment. The treatment of pediatric and adult AAD is similar (discontinuing or switching the inciting antibiotic), but other treatment strategies for AAD have not been established. Pediatric CDI responds better to metronidazole, while adult CDI responds better to vancomycin. Recurrent CDI is not commonly reported for children. Prevention for both pediatric and adult AAD and CDI relies upon integrated infection control programs, antibiotic stewardship and may include the use of adjunctive probiotics. Clinical presentation of pediatric AAD and CDI are different than adult AAD and CDI symptoms. These differences should be taken into account when rating severity of disease and prescribing antibiotics.
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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: 137] [Impact Index Per Article: 15.2] [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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Le Monnier A, Duburcq A, Zahar JR, Corvec S, Guillard T, Cattoir V, Woerther PL, Fihman V, Lalande V, Jacquier H, Mizrahi A, Farfour E, Morand P, Marcadé G, Coulomb S, Torreton E, Fagnani F, Barbut F. Hospital cost of Clostridium difficile infection including the contribution of recurrences in French acute-care hospitals. J Hosp Infect 2015; 91:117-22. [DOI: 10.1016/j.jhin.2015.06.017] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 06/30/2015] [Indexed: 12/21/2022]
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Economic burden of Clostridium difficile associated diarrhoea: a cost-of-illness study from a German tertiary care hospital. Infection 2015; 43:707-14. [DOI: 10.1007/s15010-015-0810-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 06/11/2015] [Indexed: 12/18/2022]
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