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Bertone S, Denina M, Pagano M, Delmonaco AG, Castagno E, Bondone C. Red Code Management in a Pediatric Emergency Department: A Retrospective Study. Children (Basel) 2024; 11:462. [PMID: 38671679 PMCID: PMC11048913 DOI: 10.3390/children11040462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 04/09/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024]
Abstract
The "red code" (RC) represents the highest level of emergency in the emergency department (ED). This study retrospectively analyzed RCs in the Regina Margherita Children's Hospital ED, a regional referral center in north Italy, between 1 July 2020 and 30 June 2023. The aim was to describe RC characteristics and to identify significant correlations between presenting complaints and clinical management. The study includes 934 RCs (0.9% of overall ED admissions); 64% were assigned based on the Pediatric Assessment Triangle alteration. Most patients, 86.5%, followed the medical pathway, while 13.5% were surgical cases. Admission complaints were respiratory (46.9%), neuropsychiatric (26.7%), traumatic (11.8%), cardiologic (9.3%), metabolic (3.8%), and surgical (1.5%). Seventy-six percent of patients received vascular access, and intraosseous access was obtained in 2.2% of them. In one-third of RCs, an urgent critical care evaluation was necessary, and 19% of cases required admission to the intensive care unit. The overall mortality rate was 3.4% (0.4% in ED setting). The study identified six distinct diagnostic pathways, each associated with specific characteristics in clinical presentation, management, therapeutic interventions, and outcomes. Our findings underscore the need for a systematic approach in pediatric emergency settings, supported by international and national guidelines but also by clearly defined diagnostic pathways, aiming to enhance the quality of care and patient outcomes.
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Affiliation(s)
- Serena Bertone
- Paediatric Unit, Ospedale Regina Montis Regalis, 12084 Mondovì, Italy;
| | - Marco Denina
- Paediatric Infectious Diseases Unit, Regina Margherita Children’s Hospital, University of Turin, Città della Salute e della Scienza, 10126 Turin, Italy
- Department of Pediatric Emergency, Regina Margherita Children’s Hospital, Città della Salute e della Scienza, 10126 Turin, Italy; (M.P.); (A.G.D.); (E.C.); (C.B.)
| | - Manuela Pagano
- Department of Pediatric Emergency, Regina Margherita Children’s Hospital, Città della Salute e della Scienza, 10126 Turin, Italy; (M.P.); (A.G.D.); (E.C.); (C.B.)
| | - Angelo Giovanni Delmonaco
- Department of Pediatric Emergency, Regina Margherita Children’s Hospital, Città della Salute e della Scienza, 10126 Turin, Italy; (M.P.); (A.G.D.); (E.C.); (C.B.)
| | - Emanuele Castagno
- Department of Pediatric Emergency, Regina Margherita Children’s Hospital, Città della Salute e della Scienza, 10126 Turin, Italy; (M.P.); (A.G.D.); (E.C.); (C.B.)
| | - Claudia Bondone
- Department of Pediatric Emergency, Regina Margherita Children’s Hospital, Città della Salute e della Scienza, 10126 Turin, Italy; (M.P.); (A.G.D.); (E.C.); (C.B.)
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Male I, Farr W, Bremner S, Gage H, Williams P, Gowling E, Honey E, Gain A, Parr J. An observational study of individual child journeys through autism diagnostic pathways, and associated costs, in the UK National Health Service. Front Rehabil Sci 2023; 4:1119288. [PMID: 37350848 PMCID: PMC10283036 DOI: 10.3389/fresc.2023.1119288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 05/02/2023] [Indexed: 06/24/2023]
Abstract
Background Demand for diagnostic assessment in children with possible autism has recently increased significantly. Services are under pressure to deliver timely and high-quality diagnosis, following National Institute and Care Excellence multidisciplinary assessment guidelines. This UK National Health Service study aimed to answer: how many hours of health professional time are required to deliver autism diagnostic assessment, and how much does this cost?. Method Case notes of 20 children (1-16 yrs.) from 27 NHS trusts, assessed through an autism diagnostic pathway in the previous year, were examined retrospectively. Data included: hours of professional time, diagnostic outcome. Assessment costs calculated using standardised NHS tariffs. Results 488 children (aged 21-195 months, mean 82.9 months, SD 39.36) from 22 Child Development Services (CDS), four Child and Adolescent Mental Health Services (CAMHS) and one tertiary centre; 87% were either under 5 (36%) or 5 to 11 years (51%). Children seen by CDS were younger than CAMHS (mean (SD) 6.10 (2.72) vs. 10.39 (2.97) years, p < 0.001). Mean days to diagnosis were 375 (SD 235), with large variation (range 41-1553 days). Mean hours of professional time per child was 11.50 (SD 7.03) and varied substantially between services and individuals. Mean cost of assessment was £846.00 (SD 536.31). 339 (70.0%) children received autism diagnosis with or without comorbidity; 54 (11%) received no neurodevelopmental diagnosis; 91 (19%) received alternative neurodevelopmental diagnoses. Children with one or more coexisting conditions took longer to diagnose, and assessment was more costly, on average 117 days longer, costing £180 more than a child with no neurodevelopmental diagnosis. Age did not predict days to diagnosis or assessment costs. Conclusion Typical assessment took 11 h of professional time and over 12-months to complete, costing GB£850 per child. Variation between centres and children reflect differences in practice and complexity of diagnostic presentation. These results give information to those delivering/planning autism assessments using multi-disciplinary team approach, in publicly funded health systems. Planning of future diagnostic services needs to consider growing demand, the need for streamlining, enabling context appropriate services, and child/family complexity.
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Affiliation(s)
- Ian Male
- Research Department, Sussex Community NHS Foundation Trust, West Sussex, United Kingdom
- Primary Care and Public Health, Brighton and Sussex Medical School, Brighton, United Kingdom
| | - William Farr
- Research Department, Sussex Community NHS Foundation Trust, West Sussex, United Kingdom
- Primary Care and Public Health, Brighton and Sussex Medical School, Brighton, United Kingdom
- Faculty of Education, University of Cambridge, Cambridge, United Kingdom
| | - Stephen Bremner
- Primary Care and Public Health, Brighton and Sussex Medical School, Brighton, United Kingdom
| | - Heather Gage
- School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom
| | - Peter Williams
- School of Mathematics, University of Surrey, Guildford, United Kingdom
| | - Emma Gowling
- Geriatrics, Queen Alexandra Hospital, Cosham, United Kingdom
| | - Emma Honey
- Paediatrics, Northumberland Tyne and Wear National Health Service, Newcastle Upon Tyne, United Kingdom
| | - Aaron Gain
- Public Health, University of Brighton, Brighton, UK
| | - Jeremy Parr
- Paediatrics, Northumberland Tyne and Wear National Health Service, Newcastle Upon Tyne, United Kingdom
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
- Faculty of Medical Sciences, Great North Children's Hospital, Newcastle upon Tyne NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
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Delamare Fauvel A, Bischof JJ, Reinbolt RE, Weihing VK, Boyer EW, Caterino JM, Wang HE. Diagnosis of cancer in the Emergency Department: A scoping review. Cancer Med 2023; 12:8710-8728. [PMID: 36622062 PMCID: PMC10134283 DOI: 10.1002/cam4.5600] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The Emergency Department (ED) plays a key role in the identification and care of acute medical conditions, including cancer. In this scoping review, we aimed to determine the role of the ED in the acute diagnosis of cancer. METHODS We conducted a scoping review of articles according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) using PubMed and Google Scholar. We screened studies of adults with a new diagnosis of cancer in the ED. We included randomized control trials, prospective, retrospective, and cross-sectional observational studies, and case reports published in English since 2000. We grouped the articles into categories based on their objectives and findings. RESULTS Of the 4459 articles, we included 47 in the review. The identified studies fell into three major categories: (1) studies describing the incidental diagnosis of cancer in the ED (n = 11, 23%), (2) studies characterizing the acute initial presentation of cancer in the ED (n = 19, 41%), and (3) studies describing the ED as a pathway to cancer diagnosis in the healthcare system (n = 17, 36%). Across the studies, cancer diagnoses in the ED were more likely in patients with higher comorbidities, occurred at later stages, and resulted in worse survival rates. CONCLUSIONS The ED plays a prominent role in the initial diagnosis of cancer. Efforts must be made to integrate the ED within the cancer care continuum.
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Affiliation(s)
- Alix Delamare Fauvel
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA.,Emergency Department, Rouen University Hospital, Rouen, France
| | - Jason J Bischof
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Raquel E Reinbolt
- Department of Internal Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Veronica K Weihing
- McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Edward W Boyer
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Jeffrey M Caterino
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Henry E Wang
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
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Pino PG, Moreo A, Lestuzzi C. Differential diagnosis of cardiac tumors: General consideration and echocardiographic approach. J Clin Ultrasound 2022; 50:1177-1193. [PMID: 36218203 PMCID: PMC9828386 DOI: 10.1002/jcu.23309] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 08/21/2022] [Accepted: 08/23/2022] [Indexed: 06/16/2023]
Abstract
Cardiac tumors may be primary (either benign or malignant) or secondary (malignant) and are first detected by echocardiography in most cases. The cardiologist often challenges their identification, the differential diagnosis and the best therapeutic approach. Malignant tumors have usually a poor prognosis, which may be significantly improved by appropriate and timely therapies. The echocardiographic aspects of benign and malignant cardiac tumors described in this article, along with a clinical evaluation may orient the differential diagnosis and aid in choosing the further steps useful to define the nature of the mass.
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Affiliation(s)
- Paolo G. Pino
- Former Chief of Non Invasive Cardiovascular Diagnostics DepartmentOspedale San CamilloRomeItaly
| | - Antonella Moreo
- Cardiology IV, 'A.De Gasperis'DepartmentNiguarda Ca' Granda HospitalMilanItaly
| | - Chiara Lestuzzi
- Cardio‐oncological Rehabilitation Service, Azienda Sanitaria Friuli Occidentale (ASFO)c/o National Cancer Institute (CRO), IRCCSAvianoItaly
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Guan Z, Webber C, Flemming JA, Mavor ME, Whitehead M, Chen BE, Groome PA. Real-world colorectal cancer diagnostic pathways in Ontario, Canada: A population-based study. Eur J Cancer Care (Engl) 2022; 31:e13603. [PMID: 35502982 DOI: 10.1111/ecc.13603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 01/21/2022] [Accepted: 04/18/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE This study aimed to identify colorectal cancer (CRC) diagnostic pathways and describe patients in those pathway groups. METHODS This was a cross-sectional study of CRC patients in Ontario, Canada, diagnosed 2009-2012 that used linked administrative data at ICES. We used cluster analysis on 11 pathway variables characterising patient presentation, symptoms, procedures and referrals. We assessed associations between patient- and disease-related characteristics and diagnostic pathway group. We further characterised the pathways by diagnostic interval and number of related physician visits. RESULTS Six diagnostic pathways were identified, with three adhering to provincial diagnostic guidelines: screening (N = 4494), colonoscopy (N = 10,066) and imaging plus colonoscopy (N = 3427). Non-adherent pathways were imaging alone (N = 2238), imaging and emergency presentation (N = 2849) and no pre-diagnostic workup (N = 887). Patients in adherent pathways were younger, had fewer comorbidities, lived in less deprived areas and had earlier stage disease. The median diagnostic interval length varied across pathways from 12 to 126 days, correlating with the number of CRC-related visits. CONCLUSIONS This study demonstrated substantial variations in real-world CRC diagnostic pathways and 25% were diagnosed through non-adherent pathways. Those patients were older, had more comorbid disease and had higher stage cancer. Further research needs to identify and describe the reasons for divergent diagnostic processes.
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Affiliation(s)
- Zhen Guan
- Division of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
| | - Colleen Webber
- Bruyère Research Institute, Ottawa, Ontario, Canada.,Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Jennifer A Flemming
- Division of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada.,Department of Medicine, Queen's University, Kingston, Ontario, Canada.,ICES Queen's, Kingston, Ontario, Canada
| | - Meaghan E Mavor
- Division of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
| | | | - Bingshu E Chen
- Canadian Cancer Trials Group (CCTG), Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
| | - Patti A Groome
- Division of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada.,ICES Queen's, Kingston, Ontario, Canada
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Anstee QM, Hallsworth K, Lynch N, Hauvespre A, Mansour E, Kozma S, Marino JP, Bottomley J, Piercy J, Higgins V. Real-world management of non-alcoholic steatohepatitis differs from clinical practice guideline recommendations and across regions. JHEP Rep 2022; 4:100411. [PMID: 34977520 DOI: 10.1016/j.jhepr.2021.100411] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 10/20/2021] [Accepted: 11/09/2021] [Indexed: 12/20/2022]
Abstract
Background & Aims Despite availability of diagnostic and management reference guidelines outlining standard of care for patients with non-alcoholic fatty liver disease (NAFLD) and non-alcoholic steatohepatitis (NASH), national and regional guidelines are lacking, resulting in variations in patient management between regions. We retrospectively analyzed patient characteristics and management data from the Adelphi Real World NASH Disease Specific Programme™ for patients with NASH in the EU5, Canada, and the Middle East to identify gaps between real-world practice and that advocated by reference guidelines, irrespective of clinician awareness or consultation of guidelines. Methods We performed an analysis of physicians (hepatologists, gastroenterologists, diabetologists) and their patients diagnosed with NASH. Physicians completed patient record forms for the next 5 consulting patients, collecting information on patient care, including diagnosis and disease management. Results A total of 429 physicians provided data for 2,267 patients with NASH (EU5, n = 1,844; Canada, n = 130; Middle East, n = 293). Patient age, physician-defined fibrosis stage, comorbidities and symptoms, and diagnostic testing practices highlighted statistically significant differences across regions. Substantial disconnects between reference guidelines and real-world practice were observed. Use of liver function tests, non-invasive tests (e.g. ultrasound and transient elastography), and tests to exclude other conditions was suboptimal. Although lifestyle advice was widely provided, patients were less commonly referred to diet, exercise, and lifestyle specialists. Two-thirds of patients were receiving off-label treatment for NASH or associated underlying conditions with the aim of improving NASH, most commonly statins, metformin, and vitamin E. Conclusion Real-world NASH management approaches differ across regions and from proposed standard of care represented by reference multidisciplinary guidelines. Establishment and awareness of, and adherence to regional and national guidelines may improve identification and management of patients with NASH and potentially improve outcomes in this population. Lay summary Although reference guidelines are available to guide the management of patients with NASH, these are not widely used and there is a lack of national guidelines. Our study shows how clinical practice in the EU, Canada, and Middle East differs from proposed standard of care, particularly relating to how patients are diagnosed and treated. Wider establishment of, awareness of, and reference to guidelines may improve how physicians identify and manage patients with NASH. Reference guidelines exist for the diagnosis and management of patients with NASH. This analysis compared reference guidelines and real-world practice in 3 regions. Substantial deviations from reference guidelines were seen in testing and treatment. Referral to diet, exercise, and lifestyle specialists was suboptimal. Establishment, awareness, and adherence to national guidelines is needed.
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Key Words
- AASLD, American Association for the Study of Liver Diseases
- ALT, alanine aminotransferase
- AST, aspartate aminotransferase
- EASD, European Association for the Study of Diabetes
- EASL, European Association for the Study of the Liver
- EASO, European Association for the Study of Obesity
- EU5, France, Germany, Italy, Spain and United Kingdom
- FIB-4, Fibrosis-4
- HbA1c, glycated hemoglobin
- NAFLD, non-alcoholic fatty liver disease
- NASH, non-alcoholic steatohepatitis
- NIT, non-invasive test
- Non-alcoholic steatohepatitis
- T2DM, type 2 diabetes mellitus
- VCTE, vibration-controlled transient elastography
- clinical practice guidelines
- diagnostic pathways
- liver disease
- patient management
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Nadauld LD, McDonnell CH, Beer TM, Liu MC, Klein EA, Hudnut A, Whittington RA, Taylor B, Oxnard GR, Lipson J, Lopatin M, Shaknovich R, Chung KC, Fung ET, Schrag D, Marinac CR. The PATHFINDER Study: Assessment of the Implementation of an Investigational Multi-Cancer Early Detection Test into Clinical Practice. Cancers (Basel) 2021; 13:3501. [PMID: 34298717 PMCID: PMC8304888 DOI: 10.3390/cancers13143501] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 01/22/2023] Open
Abstract
To examine the extent of the evaluation required to achieve diagnostic resolution and the test performance characteristics of a targeted methylation cell-free DNA (cfDNA)-based multi-cancer early detection (MCED) test, ~6200 participants ≥50 years with (cohort A) or without (cohort B) ≥1 of 3 additional specific cancer risk factors will be enrolled in PATHFINDER (NCT04241796), a prospective, longitudinal, interventional, multi-center study. Plasma cfDNA from blood samples will be analyzed to detect abnormally methylated DNA associated with cancer (i.e., cancer "signal") and a cancer signal origin (i.e., tissue of origin). Participants with a "signal detected" will undergo further diagnostic evaluation per guiding physician discretion; those with a "signal not detected" will be advised to continue guideline-recommended screening. The primary objective will be to assess the number and types of subsequent diagnostic tests needed for diagnostic resolution. Based on microsimulations (using estimates of cancer incidence and dwell times) of the typical risk profiles of anticipated participants, the median (95% CI) number of participants with a "signal detected" result is expected to be 106 (87-128). Subsequent diagnostic evaluation is expected to detect 52 (39-67) cancers. The positive predictive value of the MCED test is expected to be 49% (39-58%). PATHFINDER will evaluate the integration of a cfDNA-based MCED test into existing clinical cancer diagnostic pathways. The study design of PATHFINDER is described here.
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Affiliation(s)
- Lincoln D. Nadauld
- Hematology/Oncology, Intermountain Healthcare, St. George, UT 84790, USA
| | | | - Tomasz M. Beer
- Hematology/Medical Oncology, Oregon Health & Science University Knight Cancer Institute, Portland, OR 97239, USA;
| | - Minetta C. Liu
- Departments of Oncology and Laboratory Medicine & Pathology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Eric A. Klein
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
| | - Andrew Hudnut
- Sutter Health, Sacramento, CA 95816, USA; (C.H.M.III); (A.H.)
| | - Richard A. Whittington
- Department of Internal Medicine, Intermountain Healthcare, Salt Lake City, UT 84111, USA; (R.A.W.); (B.T.)
| | - Bruce Taylor
- Department of Internal Medicine, Intermountain Healthcare, Salt Lake City, UT 84111, USA; (R.A.W.); (B.T.)
| | - Geoffrey R. Oxnard
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
| | - Jafi Lipson
- Radiology Department, Stanford Hospital and Clinics, Stanford, CA 94305, USA;
| | - Margarita Lopatin
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Rita Shaknovich
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Karen C. Chung
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Eric T. Fung
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Deborah Schrag
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
| | - Catherine R. Marinac
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
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Funston G, Abel G, Crosbie EJ, Hamilton W, Walter FM. Could Ovarian Cancer Prediction Models Improve the Triage of Symptomatic Women in Primary Care? A Modelling Study Using Routinely Collected Data. Cancers (Basel) 2021; 13:2886. [PMID: 34207611 DOI: 10.3390/cancers13122886] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/04/2021] [Accepted: 06/06/2021] [Indexed: 12/03/2022] Open
Abstract
Simple Summary Earlier detection of ovarian cancer has the potential to improve patient outcomes, including survival. However, determining which women presenting in primary care to refer for specialist assessment and investigation is a clinical dilemma. In this study, we used routinely collected English primary care data from 29,962 women with symptoms of possible ovarian cancer who were tested for the ovarian cancer biomarker CA125. We developed diagnostic prediction models to estimate the probability of the disease. A relatively simple model, consisting of age and CA125 level, performed well for the identification of ovarian cancer. Including additional risk factors within the model did not materially improve model performance. Following further validation, this model could be used to help triage symptomatic women in primary care based on their risk of undiagnosed ovarian cancer, identifying those at high risk for urgent specialist investigation and those at lower (but still elevated) risk for non-urgent investigation or monitoring. Abstract CA125 is widely used as an initial investigation in women presenting with symptoms of possible ovarian cancer. We sought to develop CA125-based diagnostic prediction models and to explore potential implications of implementing model-based thresholds for further investigation in primary care. This retrospective cohort study used routinely collected primary care and cancer registry data from symptomatic, CA125-tested women in England (2011–2014). A total of 29,962 women were included, of whom 279 were diagnosed with ovarian cancer. Logistic regression was used to develop two models to estimate ovarian cancer probability: Model 1 consisted of age and CA125 level; Model 2 incorporated further risk factors. Model discrimination (AUC) was evaluated using 10-fold cross-validation. The sensitivity and specificity of various model risk thresholds (≥1% to ≥3%) were compared with that of the current CA125 cut-off (≥35 U/mL). Model 1 exhibited excellent discrimination (AUC: 0.94) on cross-validation. The inclusion of additional variables (Model 2) did not improve performance. At a risk threshold of ≥1%, Model 1 exhibited greater sensitivity (86.4% vs. 78.5%) but lower specificity (89.1% vs. 94.5%) than CA125 (≥35 U/mL). Applying the ≥1% model threshold to the cohort in place of the current CA125 cut-off, 1 in every 74 additional women identified had ovarian cancer. Following external validation, Model 1 could be used as part of a ‘risk-based triage’ system in which women at high risk of undiagnosed ovarian cancer are selected for urgent specialist investigation, while women at ‘low risk but not no risk’ are offered non-urgent investigation or interval CA125 re-testing. Such an approach has the potential to expedite ovarian cancer diagnosis, but further research is needed to evaluate the clinical impact and health–economic implications.
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Khare SR, Madathil SA, Batist G, Peter Brojde Lung Cancer Group, Vedel I. Lung Cancer Pre- Diagnostic Pathways from First Presentation to Specialist Referral. ACTA ACUST UNITED AC 2021; 28:378-89. [PMID: 33440696 DOI: 10.3390/curroncol28010040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/03/2021] [Accepted: 01/05/2021] [Indexed: 12/01/2022]
Abstract
Background: Lung cancer is often diagnosed at a late stage with high associated mortality. Timely diagnosis depends on timely referral to a respiratory specialist; however, in Canada, little is known about how patients move through primary care to get to a respiratory specialist. Accordingly, we aimed to identify and describe lung cancer pre-diagnostic pathways in primary care from first presentation to referral. Methods: In this retrospective cohort study, patients with primary lung cancer were recruited using consecutive sampling (n = 50) from a lung cancer center in Montréal, Québec. Data on healthcare service utilization in primary care were collected from chart reviews and structured patient interviews and analyzed using latent class analysis to identify groups of patients with similar pre-diagnostic pathways. Each group was described based on patient- and tumor-related characteristics and the sequence of utilization activities. Results: 68% of the patients followed a pathway where family physician (FP) visits were dominant (“FP-centric”) and 32% followed a pathway where walk-in clinic and emergency department (ED) visits were dominant (“ED-centric”). Time to referral in the FP group was double that of the ED group (45 days (IQR: 12–111) vs. 22 (IQR: 5–69)) with more advanced disease (65% vs. 50%). In the FP group, 29% of the patients saw their FP three times or more before being referred and 41% had an ED visit. Conclusions: Our findings may reflect the challenge of diagnosing lung cancer in primary care, missed opportunities for earlier diagnosis, and a lack of integration between primary and specialist care.
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Atkin C, Iqbal G, Planche T, Pratt G, Yong K, Wood J, Raynes K, Low E, Higgins H, Neal RD, Dunn J, Drayson MT, Bowcock S. Diagnostic pathways in multiple myeloma and their relationship to end organ damage: an analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) trial. Br J Haematol 2020; 192:997-1005. [PMID: 32798327 DOI: 10.1111/bjh.17044] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 07/26/2020] [Indexed: 11/27/2022]
Abstract
Multiple myeloma is associated with significant early morbidity and mortality, with considerable end organ damage often present at diagnosis. The Tackling EArly Morbidity and Mortality in Multiple Myeloma (TEAMM) trial was used to evaluate routes to diagnosis in patients with myeloma and the relationship between diagnostic pathways, time to diagnosis and disease severity. A total of 915 participants were included in the study. Fifty-one per cent were diagnosed by direct referral from primary care to haematology; 29% were diagnosed via acute services and 20% were referred via other secondary care specialties. Patients diagnosed via other secondary care specialties had a longer diagnostic interval (median 120 days vs. 59 days) without an increase in features of severe disease, suggesting they had a relatively indolent disease. Marked intrahospital delay suggests possible scope for improvement. A quarter of those diagnosed through acute services reported >30 days from initial hospital consultation to haematology assessment. Participants diagnosed through acute services had poorer performance status (P < 0·0001) and higher burden of end organ damage (P < 0·0001) with no difference in the overall length of diagnostic pathway compared to those diagnosed by direct referral (median 59 days). This suggests that advanced disease in patients presenting through acute services predominantly reflects disease aggression.
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Affiliation(s)
- Catherine Atkin
- Institute of Inflammation and Ageing, University of Birmingham, Edgbaston, Birmingham, UK
| | - Gulnaz Iqbal
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Tim Planche
- St George's University Hospitals NHS Trust, London, UK
| | - Guy Pratt
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Kwee Yong
- UCL Cancer Institute, University College London, London, UK
| | - Jill Wood
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Kerry Raynes
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | | | - Helen Higgins
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Richard D Neal
- Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Janet Dunn
- Warwick Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Mark T Drayson
- Institute of Immunology and Immunotherapy, University of Birmingham, Edgbaston, Birmingham, UK
| | - Stella Bowcock
- Department of Haematological Medicine, King's College Hospital NHS Trust, London, UK
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Dobson C, Rubin G, Murchie P, Macdonald S, Sharp L. Reconceptualising Rural Cancer Inequalities: Time for a New Research Agenda. Int J Environ Res Public Health 2020; 17:E1455. [PMID: 32102462 DOI: 10.3390/ijerph17041455] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 02/18/2020] [Accepted: 02/18/2020] [Indexed: 12/13/2022]
Abstract
Evidence has shown for over 20 years that patients residing in rural areas face poorer outcomes for cancer. The inequalities in survival that rural cancer patients face are observed throughout the developed world, yet this issue remains under-examined and unexplained. There is evidence to suggest that rural patients are more likely to be diagnosed as a result of an emergency presentation and that rural patients may take longer to seek help for symptoms. However, research to date has been predominantly epidemiological, providing us with an understanding of what is occurring in these populations, yet failing to explain why. In this paper we outline the problems inherent in current research approaches to rural cancer inequalities, namely how ‘cancer symptoms’ are conceived of and examined, and the propensity towards a reductionist approach to rural environments and populations, which fails to account for their heterogeneity. We advocate for a revised rural cancer inequalities research agenda, built upon in-depth, community-based examinations of rural patients’ experiences across the cancer pathway, which takes into account both the micro and macro factors which exert influence on these experiences, in order to develop meaningful interventions to improve cancer outcomes for rural populations.
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Rahman ST, McLeod DSA, Pandeya N, Neale RE, Bain CJ, Baade P, Youl PH, Jordan SJ. Understanding Pathways to the Diagnosis of Thyroid Cancer: Are There Ways We Can Reduce Over-Diagnosis? Thyroid 2019; 29:341-348. [PMID: 30700206 DOI: 10.1089/thy.2018.0570] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND The incidence of thyroid cancer has rapidly increased, and ecological evidence suggests this is due in some part to over-diagnosis. Understanding pathways to diagnosis could help determine whether unnecessary diagnosis can be avoided. METHODS A population-based sample (n = 1007) of thyroid cancer patients diagnosed between July 2013 and August 2016 was recruited from Queensland, Australia (response rate 67%). Information from structured telephone interviews was used to describe diagnostic pathways for thyroid cancer, to investigate factors associated with diagnostic pathways, and to assess the most prevalent modes of diagnoses by which the lowest-risk, potentially over-diagnosed thyroid cancers (intrathyroidal microcarcinomas) are detected. RESULTS Only 38% of participants presented with symptoms potentially related to thyroid cancer. Older age at diagnosis was associated with a lower prevalence of symptomatic diagnosis (prevalence ratio [PR] = 0.46 [confidence interval (CI) 0.31-0.68] for 70-79 vs. <30 years), as was frequent medical contact, while living in rural/regional areas was associated with a higher prevalence of symptomatic diagnosis (PR = 1.17 [CI 1.00-1.37] for rural/regional areas vs. major cities). Symptomatic diagnosis also occurred more for those whose tumors had adverse histopathological features (larger size, lymph node involvement, lymphovascular invasion). The likelihood of diagnosis of intrathyroidal microcarcinomas was greatest for those having surgical resection or monitoring for benign thyroid disease (PR = 3.87 [CI 2.81-5.32] and PR = 2.21 [CI 1.53-3.18], respectively). CONCLUSIONS A minority of newly detected thyroid cancer cases were diagnosed because of symptoms. Access to medical care and factors related to cancer aggressiveness were associated with how diagnoses occurred. The likelihood of diagnosing the lowest-risk thyroid cancers was higher in situations related to management of other thyroid conditions. Adherence to thyroid management guidelines could reduce some thyroid cancer over-diagnosis, but ultimately better diagnostic tools are needed to differentiate between indolent cancers and those of clinical significance.
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Affiliation(s)
- Sabbir T Rahman
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
- 2 School of Public Health, The University of Queensland, Brisbane, Australia
| | - Donald S A McLeod
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
- 3 Department of Endocrinology and Diabetes, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - Nirmala Pandeya
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
| | - Rachel E Neale
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
- 2 School of Public Health, The University of Queensland, Brisbane, Australia
| | - Chris J Bain
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
| | - Peter Baade
- 4 Viertel Cancer Research Centre, Cancer Council Queensland, Brisbane, Australia
- 5 Menzies Health Institute, Griffith University, Gold Coast, Australia
| | | | - Susan J Jordan
- 1 Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
- 2 School of Public Health, The University of Queensland, Brisbane, Australia
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Blake L, Duarte RV, Cummins C. Decision analytic model of the diagnostic pathways for patients with suspected non-alcoholic fatty liver disease using non-invasive transient elastography and multiparametric magnetic resonance imaging. BMJ Open 2016; 6:e010507. [PMID: 27650757 PMCID: PMC5051325 DOI: 10.1136/bmjopen-2015-010507] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVES The mortality associated with liver disease continues to increase, despite the improvements implemented in the UK healthcare as does the prevalence of non-alcoholic fatty liver disease (NAFLD), given the escalating prevalence of obesity. The currently available methods to assess and monitor the stage of liver disease present several limitations. Recently, multiparametric MRI has been developed to address these limitations. The aim of this study is to develop a decision analytic model for patients with suspected NAFLD, to investigate the effect of adding multiparametric MRI to the diagnostic pathway. PERSPECTIVE The model takes the perspective of the UK National Health Service (NHS) as the service provider. METHODS A simple decision-tree model was developed to compare the costs associated with 3 diagnostic pathways for NAFLD that use non-invasive techniques. First, using transient elastography alone; second, using multiparametric MRI as an adjunct to transient elastography and third, multiparametric MRI alone. The model was built to capture these clinical pathways, and used to compare the expected diagnostic outcomes and costs associated with each. RESULTS The use of multiparametric MRI as an adjunct to transient elastography, while increasing screening costs, is predicted to reduce the number of liver biopsies required by about 66%. Used as the sole diagnostic scan, there remains an expected 16% reduction in the number of biopsies required. There is a small drop in the overall diagnostic accuracy, as in the current model, liver biopsy is presumed to give a definitive diagnosis. CONCLUSIONS The inclusion of multiparametric MRI, either as an adjunct to or replacement of transient elastography, in the diagnostic pathway of NAFLD may lead to cost savings for the NHS if the model presumptions hold. Further high-quality clinical evidence and cost data are required to test the model's predictions.
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Affiliation(s)
- Laurence Blake
- Institute for Applied Health Research, University of Birmingham, Birmingham, UK
| | - Rui V Duarte
- Institute for Applied Health Research, University of Birmingham, Birmingham, UK
| | - Carole Cummins
- Institute for Applied Health Research, University of Birmingham, Birmingham, UK
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