EClinicalMedicine (May 2025)
Identifying heterogeneity of treatment effect for antibiotic duration in bloodstream infection: an exploratory post-hoc analysis of the BALANCE randomised clinical trialResearch in context
- Sean W.X. Ong,
- Ruxandra Pinto,
- Asgar Rishu,
- Steven Y.C. Tong,
- Robert J. Commons,
- John M. Conly,
- Gerald A. Evans,
- Michael Fralick,
- Christopher Kandel,
- Philippe R.S. Lagacé-Wiens,
- Todd C. Lee,
- Sylvain A. Lother,
- Derek R. MacFadden,
- John C. Marshall,
- Valérie Martel-Laferrière,
- Michael Mayette,
- Emily G. McDonald,
- John D. Neary,
- Josef Prazak,
- Edward Raby,
- Adrian Regli,
- Benjamin A. Rogers,
- Stephanie Smith,
- Linda R. Taggart,
- Han Ting Wang,
- Terence Wuerz,
- Dafna Yahav,
- Paul J. Young,
- Robert A. Fowler,
- Nick Daneman,
- Nick Daneman,
- Asgar Rishu,
- Ruxandra Pinto,
- Benjamin Rogers,
- Yahya Shehabi,
- Rachael Parke,
- Deborah J. Cook,
- Yaseen Arabi,
- John Muscedere,
- Steven Reynolds,
- Richard Hall,
- Dhiraj Bhatia Dwivedi,
- Colin McArthur,
- Shay McGuinness,
- Dafna Yahav,
- Bryan Coburn,
- Anna Geagea,
- Pavani Das,
- Phillip Shin,
- Michael Detsky,
- Andrew Morris,
- Michael Fralick,
- Jeff E. Powis,
- Christopher Kandel,
- Wendy Sligl,
- Sean M. Bagshaw,
- Nishma Singhal,
- Emilie Belley-Cote,
- Richard Whitlock,
- Kosar Khwaja,
- Susan Morpeth,
- Alex Kazemi,
- Tony Williams,
- Derek R. MacFadden,
- Lauralyn McIntyre,
- Jennifer L.Y. Tsang,
- Francois Lamontagne,
- Alex Carignan,
- John Marshall,
- Jan O. Friedrich,
- Robert Cirone,
- Mark Downing,
- Christopher Graham,
- Joshua Davis,
- Erick Duan,
- John Neary,
- Gerald Evans,
- Basem Alraddadi,
- Sameera Al Johani,
- Claudio Martin,
- Sameer Elsayed,
- Ian Ball,
- François Lauzier,
- Alexis F. Turgeon,
- Henry Thomas Stelfox,
- John Conly,
- Todd C. Lee,
- Emily G. McDonald,
- Richard Sullivan,
- Jennifer Grant,
- Ilya Kagan,
- Paul Young,
- Cassie Lawrence,
- Kevin O'Callaghan,
- Matthew Eustace,
- Keat Choong,
- Pierre Aslanian,
- Ulrike Buehner,
- Tom Havey,
- Alexandra Binnie,
- Josef Prazak,
- Brenda Reeve,
- Edward Litton,
- Sylvain Lother,
- Anand Kumar,
- Ryan Zarychanski,
- Tomer Hoffman,
- David L. Paterson,
- Peter Daley,
- Robert J. Commons,
- Emmanuel Charbonney,
- Jean-Francois Naud,
- Sally Roberts,
- Ravindranath Tiruvoipati,
- Sachin Gupta,
- Gordon Wood,
- Omar Shum,
- Spiros Miyakis,
- Peter Dodek,
- Clement Kwok,
- Linda R. Taggart,
- Stephanie Smith,
- Karen Doucette,
- Robert A. Fowler
Affiliations
- Sean W.X. Ong
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Department of Infectious Diseases, University of Melbourne, At the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Victorian Infectious Diseases Service, Royal Melbourne Hospital, Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Ruxandra Pinto
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Asgar Rishu
- Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Steven Y.C. Tong
- Department of Infectious Diseases, University of Melbourne, At the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia; Victorian Infectious Diseases Service, Royal Melbourne Hospital, Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Robert J. Commons
- Global Health Division, Menzies School of Health Research and Charles Darwin University, Darwin, Northern Territory, Australia; General and Subspecialty Medicine, Grampians Health, Ballarat, Victoria, Australia
- John M. Conly
- Department of Medicine, University of Calgary and Alberta Health Services, Calgary, Alberta, Canada
- Gerald A. Evans
- Division of Infectious Diseases, Department of Medicine, Queen's University, Kingston, Ontario, Canada
- Michael Fralick
- Division of General Internal Medicine, Sinai Health System, Toronto, Ontario, Canada
- Christopher Kandel
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Infectious Diseases, Michael Garron Hospital, Toronto, Ontario, Canada
- Philippe R.S. Lagacé-Wiens
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
- Todd C. Lee
- Division of Infectious Diseases, Department of Medicine, McGill University, Montreal, Canada
- Sylvain A. Lother
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Derek R. MacFadden
- Division of Infectious Diseases, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- John C. Marshall
- Interdepartmental Division of Critical Care Medicine and Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Valérie Martel-Laferrière
- Division of Microbiology and Infectious Diseases, Centre Hospitalier de l'Université de Montréal, Montréal, Quebec, Canada
- Michael Mayette
- University of Sherbrooke, Sherbrooke, Quebec, Canada
- Emily G. McDonald
- Division of General Internal Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- John D. Neary
- Division of General Internal Medicine, Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Josef Prazak
- Department of Intensive Care Medicine, Bern University Hospital, University of Bern, Bern, Switzerland
- Edward Raby
- Department of Infectious Diseases, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
- Adrian Regli
- Intensive Care Unit, SJOG Murdoch Hospital, Perth, Western Australia, Australia
- Benjamin A. Rogers
- Monash University School of Clinical Sciences at Monash Health, Melbourne, Victoria, Australia
- Stephanie Smith
- Division of Infectious Diseases, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Linda R. Taggart
- Division of Infectious Diseases, Unity Health Toronto, Toronto, Ontario, Canada
- Han Ting Wang
- Department of Medicine, Division of Critical Care Medicine, Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal, Montréal, Quebec, Canada
- Terence Wuerz
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Dafna Yahav
- Infectious Diseases Unit, Sheba Medical Center, Ramat-Gan, Israel
- Paul J. Young
- Intensive Care Unit, Wellington Hospital, Wellington, New Zealand; Medical Research Institute of New Zealand, Wellington, New Zealand
- Robert A. Fowler
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Corresponding author. Interdepartmental Division of Critical Care, D-wing, Rm. 503, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave., Toronto, Ontario, M4N 3M5, Canada.
- Nick Daneman
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Corresponding author. Division of Infectious Diseases, H-wing, Rm. 259, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave., Toronto, Ontario, M4N 3M5, Canada.
- Nick Daneman
- Asgar Rishu
- Ruxandra Pinto
- Benjamin Rogers
- Yahya Shehabi
- Rachael Parke
- Deborah J. Cook
- Yaseen Arabi
- John Muscedere
- Steven Reynolds
- Richard Hall
- Dhiraj Bhatia Dwivedi
- Colin McArthur
- Shay McGuinness
- Dafna Yahav
- Bryan Coburn
- Anna Geagea
- Pavani Das
- Phillip Shin
- Michael Detsky
- Andrew Morris
- Michael Fralick
- Jeff E. Powis
- Christopher Kandel
- Wendy Sligl
- Sean M. Bagshaw
- Nishma Singhal
- Emilie Belley-Cote
- Richard Whitlock
- Kosar Khwaja
- Susan Morpeth
- Alex Kazemi
- Tony Williams
- Derek R. MacFadden
- Lauralyn McIntyre
- Jennifer L.Y. Tsang
- Francois Lamontagne
- Alex Carignan
- John Marshall
- Jan O. Friedrich
- Robert Cirone
- Mark Downing
- Christopher Graham
- Joshua Davis
- Erick Duan
- John Neary
- Gerald Evans
- Basem Alraddadi
- Sameera Al Johani
- Claudio Martin
- Sameer Elsayed
- Ian Ball
- François Lauzier
- Alexis F. Turgeon
- Henry Thomas Stelfox
- John Conly
- Todd C. Lee
- Emily G. McDonald
- Richard Sullivan
- Jennifer Grant
- Ilya Kagan
- Paul Young
- Cassie Lawrence
- Kevin O'Callaghan
- Matthew Eustace
- Keat Choong
- Pierre Aslanian
- Ulrike Buehner
- Tom Havey
- Alexandra Binnie
- Josef Prazak
- Brenda Reeve
- Edward Litton
- Sylvain Lother
- Anand Kumar
- Ryan Zarychanski
- Tomer Hoffman
- David L. Paterson
- Peter Daley
- Robert J. Commons
- Emmanuel Charbonney
- Jean-Francois Naud
- Sally Roberts
- Ravindranath Tiruvoipati
- Sachin Gupta
- Gordon Wood
- Omar Shum
- Spiros Miyakis
- Peter Dodek
- Clement Kwok
- Linda R. Taggart
- Stephanie Smith
- Karen Doucette
- Robert A. Fowler
- DOI
- https://doi.org/10.1016/j.eclinm.2025.103195
- Journal volume & issue
-
Vol. 83
p. 103195
Abstract
Summary: Background: The BALANCE trial demonstrated non-inferiority of 7 (vs 14) day antibiotic durations in patients with uncomplicated non-S. aureus/lugdunensis bacterial bloodstream infections (BSI). However, there may be patient subgroups who benefit from longer durations. We aimed to evaluate if bedside clinical decision rules could identify these subgroups. Methods: In this post-hoc analysis of the multicentre, randomised BALANCE trial (October 17, 2014–May 5, 2023), we applied three clinical decision rules to investigate heterogeneity of treatment effect in 7-day vs 14-day antibiotic durations on 90-day all-cause mortality. We used the rules to categorize patients in BALANCE into different risk groups and calculated the unadjusted absolute risk difference (RD) for 90-day mortality in patients receiving 7- vs 14-day antibiotics within each risk group. Statistical significance was tested using an interaction test. The BALANCE trial is registered with ClinicalTrials.gov (NCT03005145). Findings: 3581 patients were included. All three rules predicted mortality risk, but none identified statistically significant effect modification: (a) static rule (low-risk: RD −0.58, 95% CI −8.91 to 7.73; moderate-risk: RD −.01, 95% CI −3.86 to 1.83; high-risk: RD −2.65, 95% CI −7.12 to 1.81; p = 0.74); (b) dynamic rule (met rule on day 7: RD −2.18, 95% CI −4.81 to 0.45; did not meet rule: RD 1.75, 95% CI −3.89 to 7.40; p = 0.16); and (c) early clinical failure criteria (score<2: RD −2.38, 95% CI −5.0 to 0.23; score ≥2: RD −0.65, 95% CI −5.06 to 3.77; p = 0.24). Results were consistent across sensitivity analyses including imputation for missing data and restricting analyses to gram-negative BSI. Interpretation: The decision rules included in our analyses did not identify a subgroup of patients within BALANCE that would benefit from 14 (vs 7) days of treatment. 7-day treatment duration is sufficient for most patients with uncomplicated non-S. aureus/lugdunensis BSI. Future research could explore data-driven machine-learning approaches to identify comprehensive combinations of patient characteristics that may guide individualised duration of antibiotic therapy. Funding: The BALANCE trial was funded by the Canadian Institutes of Health Research, Health Research Council of New Zealand, Australian National Medical Research Council, Physicians Services Incorporated Ontario and Ontario Ministry of Health and Long-term Care Innovation Fund. SWXO conducted this study as part of his PhD studies, with funding from: the Emerging & Pandemic Infections Consortium (University of Toronto, Canada); Connaught International Scholarship (University of Toronto, Canada); the Queen Elizabeth II Graduate Scholarship in Science and Technology (QEII-GSST; Government of Ontario, Canada); and the Melbourne Research Scholarship (University of Melbourne, Australia). VML is supported by Clinical Research Scholar—Junior 2 program (FRQ-S).
Keywords
- Bloodstream infections
- Antibiotic duration
- Clinical trial
- Heterogeneity of treatment effect
- Antimicrobial stewardship