Evidence mapPaperPMID 37819663Full record

SynthesisJAMA network open2023

Perioperative Factors Associated With Postoperative Delirium in Patients Undergoing Noncardiac Surgery: An Individual Patient Data Meta-Analysis.

Behnam Sadeghirad, Benjamin T Dodsworth, Nayeli Schmutz Gelsomino, Nicolai Goettel, Jessica Spence, Tayler A Buchan, Holly N Crandon, Mohammad R Baneshi, Robert A Pol, Baukje Brattinga and 31 more

4 registry-linked trialsOpen access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 82 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
82citing papers in PubMed, 6 pooled it
25.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06519890 completednot on this mapstarted 2024, after this paper: background citation

Stanford-PIPRA Study: The Accuracy of the Pre-Interventional Preventive Risk Assessment (PIPRA) Tool for the Prediction of ICU-Delirium in a Mixed Cardiothoracic Intensive Care Unit Population

TypeobservationalSponsorStanford UniversityRan2024 to 2024Enrolled199ConditionsDelirium, Cognitive Impairment, Delirium, Postoperative
NCT06567574 completednot on this mapstarted 2024, after this paper: background citation

Stanford Study of the Validation of the Pre-Interventional Preventive Risk Assessment (PIPRA) Tool In The At-Risk Orthopedic Surgery Population

TypeobservationalSponsorStanford UniversityRan2024 to 2024Enrolled250ConditionsDelirium, Postoperative Delirium, Cognitive Impairment
NCT06809556 not yet recruitingnot on this mapstarted 2025, after this paper: background citation

Association of Processed Electroencephalography Derived Parameters with Postoperative Delirium in Patients with Parkinson's Disease Undergoing Elective Neurosurgery

TypeobservationalSponsorLondon Health Sciences Centre Research Institute OR Lawson Research Institute of St. Joseph'sRan2025 to 2027Enrolled40ConditionsPost Operative Delirium, Parkinson DiseaseArmsEEG (electroencephalogram) monitoring of Parkinson's patients undergoing deep brain stimulation
NCT06900205 nawithdrawnnot on this mapstarted 2025, after this paper: background citation

Effects of Esketamine on the Incidence of Postoperative Delirium and Postoperative Sleep Disturbance in Elderly Patients After Major Non-cardiac Surgery: A Multi-Center Randomized Controlled Trial

TypeinterventionalSponsorRenJi HospitalRan2025 to 2026Enrolled0ConditionsPostoperative Delirium (POD), Postoperative Sleep DisturbanceArmsEsketamine, 0.9 % saline
3 · Its place in the literature

Who cites it

82 citing papers in PubMed, 6 syntheses or guidelines pooled it, 117 citations in OpenAlex.

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  17. Impact of CGA and Surgical Risk Calculator before elective cancer surgery on postoperative delirium in elderly patients.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Observational
  18. Frailty in anesthesia.Current opinion in anaesthesiology · 2026
    Review
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22 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

41 authors at 20 institutions in 16 countries.

Behnam SadeghiradDepartment of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.
Benjamin T DodsworthPIPRA AG, Zurich, Switzerland.
Nayeli Schmutz GelsominoPIPRA AG, Zurich, Switzerland.
Nicolai GoettelDepartment of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Jessica SpenceDepartment of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.
Tayler A BuchanDepartment of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.
Holly N CrandonMichael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, Canada.
Mohammad R BaneshiThe University of Queensland, Australian Women and Girls' Health Research Centre, School of Public Health, Herston Road, Herston, Queensland, Australia.
Robert A PolDepartment of Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Baukje BrattingaDepartment of Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Ui Jun ParkTransplant & Vascular Surgery, School of Medicine, Keimyung University, Dongsan Hospital, Daegu, South Korea.
Masanori TerashimaDivision of Gastric Surgery, Shizuoka Cancer Center, Nagaizumi-Cho, Shizuoka, Japan.
Louise B D BanningDepartment of Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Barbara L Van LeeuwenDepartment of Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Bjørn E NeerlandOslo Delirium Research Group, Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway.
Alwin ChuanSouth West Sydney Clinical School, University of New South Wales Australia, Sydney, New South Wales, Australia.
Felipe T MartinezEscuela de Medicina, Universidad de Andrés Bello, Viña del Mar, Chile.
Jeroen L A Van VugtDepartment of Surgery, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Y Raja RampersaudDivision of Orthopaedic Surgery, Department of Surgery, Toronto Western Hospital, University of Toronto, Ontario, Canada.
Shingo HatakeyamaDepartment of Advanced Blood Purification Therapy, Hirosaki Graduate School of Medicine, Hirosaki, Japan.
Enrico Di StasioDipartimento di Scienze biotecnologiche di base, cliniche intensivologiche e perioperatorie, Università Cattolica del Sacro Cuore, Rome, Italy.
Koen MilisenDepartment of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
Bastiaan Van GrootvenDepartment of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
Lijckle van der LaanDepartment of Surgery, Amphia Hospital, Breda, the Netherlands.
Linda Thomson MangnallSydney Adventist Hospital, Wahroonga, New South Wales, Australia.
Sarah J GoodlinGeriatrics Section, Veterans Affairs Portland Health Services Center and Oregon Health & Science University, Portland, Oregon.
Diana LungeanuDepartment of Functional Sciences, Centre for Modelling Biological Systems and Data Analysis, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Kris DenhaerynckInstitute of Nursing Science, Department Public Health (DPH), Faculty of Medicine, University of Basel, Basel, Switzerland.
Vibhawari DhakhariaDepartment of Gynaecological Oncology, Health Care Global Enterprises Ltd, Bangalore, India.
Elizabeth L SampsonDivision of Psychiatry, University College London, London, UK.
Michael G ZywielDivision of Orthopaedic Surgery, Department of Surgery, Toronto Western Hospital, University of Toronto, Ontario, Canada.
Lisa FalcoZühlke Engineering AG, Schlieren, Switzerland.
Anna-Lisa V NguyenSchulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Stephana J MossDepartment of Critical Care, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Karla D KrewulakDepartment of Critical Care, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Natalia JaworskaDepartment of Critical Care, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Kara PlotnikoffDepartment of Critical Care, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Supun Kotteduwa-JayawardenDepartment of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada.
Ryan SandarageDepartment of Surgery, Division of Neurosurgery, University of Ottawa, Ottawa, Ontario, Canada.
Jason W BusseDepartment of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.
Lawrence MbuagbawDepartment of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada.
Impact · CAMcMaster University · CAUniversity Medical Center Groningen · NLUniversity of Basel · CHUniversity of Calgary · CAUniversity of Ottawa · CAAmphia Ziekenhuis · NLBrigham and Women's Hospital · USErasmus MC · NLHealthcare Global Enterprises · INHealth Services Center · USHirosaki University · JPKeimyung University · KRKU Leuven · BEOslo University Hospital · NORoyal London Hospital · GBShizuoka Cancer Center · JPSydney Adventist Hospital · AUToronto Western Hospital · CAUniversidad Andrés Bello · CL

Funding

CIHR
6 · The paper itself

Abstract

Importance: Postoperative delirium (POD) is a common and serious complication after surgery. Various predisposing factors are associated with POD, but their magnitude and importance using an individual patient data (IPD) meta-analysis have not been assessed. Objective: To identify perioperative factors associated with POD and assess their relative prognostic value among adults undergoing noncardiac surgery. Data Sources: MEDLINE, EMBASE, and CINAHL from inception to May 2020. Study Selection: Studies were included that (1) enrolled adult patients undergoing noncardiac surgery, (2) assessed perioperative risk factors for POD, and (3) measured the incidence of delirium (measured using a validated approach). Data were analyzed in 2020. Data Extraction and Synthesis: Individual patient data were pooled from 21 studies and 1-stage meta-analysis was performed using multilevel mixed-effects logistic regression after a multivariable imputation via chained equations model to impute missing data. Main Outcomes and Measures: The end point of interest was POD diagnosed up to 10 days after a procedure. A wide range of perioperative risk factors was considered as potentially associated with POD. Results: A total of 192 studies met the eligibility criteria, and IPD were acquired from 21 studies that enrolled 8382 patients. Almost 1 in 5 patients developed POD (18%), and an increased risk of POD was associated with American Society of Anesthesiologists (ASA) status 4 (odds ratio [OR], 2.43; 95% CI, 1.42-4.14), older age (OR for 65-85 years, 2.67; 95% CI, 2.16-3.29; OR for >85 years, 6.24; 95% CI, 4.65-8.37), low body mass index (OR for body mass index <18.5, 2.25; 95% CI, 1.64-3.09), history of delirium (OR, 3.9; 95% CI, 2.69-5.66), preoperative cognitive impairment (OR, 3.99; 95% CI, 2.94-5.43), and preoperative C-reactive protein levels (OR for 5-10 mg/dL, 2.35; 95% CI, 1.59-3.50; OR for >10 mg/dL, 3.56; 95% CI, 2.46-5.17). Completing a college degree or higher was associated with a decreased likelihood of developing POD (OR 0.45; 95% CI, 0.28-0.72). Conclusions and Relevance: In this systematic review and meta-analysis of individual patient data, several important factors associated with POD were found that may help identify patients at high risk and may have utility in clinical practice to inform patients and caregivers about the expected risk of developing delirium after surgery. Future studies should explore strategies to reduce delirium after surgery.

Indexed as

DeliriumEmergence DeliriumAdultHumansPatientsPostoperative ComplicationsRisk Factors

Identifiers

PMID37819663
PMCPMC10568362
OpenAlexW4387527926

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.