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Therkildsen SB, Larsen PT, Njor SH. Screening participants with inflammatory bowel disease or high colorectal cancer risk in Denmark: a cohort study. J Public Health Policy 2024:10.1057/s41271-024-00523-z. [PMID: 39414911 DOI: 10.1057/s41271-024-00523-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2024] [Indexed: 10/18/2024]
Abstract
Individuals with inflammatory bowel disease (IBC) and high-risk individuals are advised to discuss participation with their doctor and not to participate in colorectal cancer (CRC) screening. Yet a substantial proportion still participate in the Danish faecal immunochemical test (FIT) screening and have a higher positive FIT rate than the average-risk population. We estimated the risk of false-positive screening among individuals with inflammatory bowel disease and high-risk individuals to improve recommendations regarding screening participation. We included 71,871 FIT-positive participants (2014-2017) who had a subsequent colonoscopy within 3 months. Screening outcome within 180 days was established by using registers. We determined that 26,591 of the included participants had a false-positive screening. Participants with IBC or high CRC risk had a significantly higher risk of getting a false-positive screening than the average risk population, resulting in too many screening-related colonoscopies being performed among these individuals, indicating a need to update the screening protocols.
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Affiliation(s)
- Signe Bülow Therkildsen
- Department of Public Health Programmes, University Research Clinic for Cancer Screening, Randers Regional Hospital, Skovlyvej 15, 8930, Randers NØ, Denmark
| | - Pernille Thordal Larsen
- Department of Public Health Programmes, University Research Clinic for Cancer Screening, Randers Regional Hospital, Skovlyvej 15, 8930, Randers NØ, Denmark
- Department of Clinical Medicine, Aarhus University, Palle-Juul-Jensen Boulevard 82, 8200, Aarhus N, Denmark
| | - Sisse Helle Njor
- Department of Public Health Programmes, University Research Clinic for Cancer Screening, Randers Regional Hospital, Skovlyvej 15, 8930, Randers NØ, Denmark.
- Department of Clinical Medicine, Aarhus University, Palle-Juul-Jensen Boulevard 82, 8200, Aarhus N, Denmark.
- Research Unit for Screening and Epidemiology, Department for Biochemistry and Immunology, University Hospital of Southern Denmark, Vejle, Beriderbakken 4, 7100, Vejle, Denmark.
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Martiny FHJ, Bie AKL, Jauernik CP, Rahbek OJ, Nielsen SB, Gram EG, Kindt I, Siersma V, Bang CW, Brodersen JB. Deaths and cardiopulmonary events following colorectal cancer screening-A systematic review with meta-analyses. PLoS One 2024; 19:e0295900. [PMID: 38483910 PMCID: PMC10939197 DOI: 10.1371/journal.pone.0295900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 12/03/2023] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND Colorectal cancer screening programmes (CRCSPs) are implemented worldwide despite recent evidence indicating more physical harm occurring during CRCSPs than previously thought. Therefore, we aimed to review the evidence on physical harms associated with endoscopic diagnostic procedures during CRCSPs and, when possible, to quantify the risk of the most serious types of physical harm during CRCSPs, i.e. deaths and cardiopulmonary events (CPEs). METHODS Systematic review with descriptive statistics and random-effects meta-analyses of studies investigating physical harms following CRCSPs. We conducted a systematic search in the literature and assessed the risk of bias and the certainty of the evidence. RESULTS We included 134 studies for review, reporting findings from 151 unique populations when accounting for multiple screening interventions per study. Physical harm can be categorized into 17 types of harm. The evidence was very heterogeneous with inadequate measurement and reporting of harms. The risk of bias was serious or critical in 95% of assessments of deaths and CPEs, and the certainty of the evidence was very low in all analyses. The risk of death was assessed for 57 populations with large variation across studies. Meta-analyses indicated that 3 to 23 deaths occur during CRCSPs per 100,000 people screened. Cardiopulmonary events were assessed for 55 populations. Despite our efforts to subcategorize CPEs into 17 distinct subtypes, 41% of CPE assessments were too poorly measured or reported to allow quantification. We found a tendency towards lower estimates of deaths and CPEs in studies with a critical risk of bias. DISCUSSION Deaths and CPEs during CRCSPs are rare, yet they do occur during CRCSPs. We believe that our findings are conservative due to the heterogeneity and low quality of the evidence. A standardized system for the measurement and reporting of the harms of screening is warranted. TRIAL REGISTRATION PROSPERO Registration number CRD42017058844.
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Affiliation(s)
- Frederik Handberg Juul Martiny
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
- Department of Social Medicine, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Anne Katrine Lykke Bie
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Christian Patrick Jauernik
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Or Joseph Rahbek
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Sigrid Brisson Nielsen
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Emma Grundtvig Gram
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
- Research Unit for General Practice in Region Zealand, Copenhagen, Denmark
| | - Isabella Kindt
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Volkert Siersma
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Christine Winther Bang
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
| | - John Brandt Brodersen
- Department of Public Health, Section of General Practice and Research Unit for General Practice, University of Copenhagen, Copenhagen, Denmark
- Research Unit for General Practice in Region Zealand, Copenhagen, Denmark
- Department of Community Medicine, Faculty of Health Sciences, Research Unit for General Practice, UiT The Arctic University of Norway, Tromsø, Norway
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Sroczynski G, Hallsson LR, Mühlberger N, Jahn B, Rehms R, Hoffmann S, Crispin A, Lindoerfer D, Mansmann U, Siebert U. Long-term benefits and harms of early colorectal cancer screening in German individuals with familial cancer risk. Int J Cancer 2024; 154:516-529. [PMID: 37795630 DOI: 10.1002/ijc.34747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/04/2023] [Accepted: 08/21/2023] [Indexed: 10/06/2023]
Abstract
Individuals with a family history of colorectal cancer (CRC) may benefit from early screening with colonoscopy or immunologic fecal occult blood testing (iFOBT). We systematically evaluated the benefit-harm trade-offs of various screening strategies differing by screening test (colonoscopy or iFOBT), interval (iFOBT: annual/biennial; colonoscopy: 10-yearly) and age at start (30, 35, 40, 45, 50 and 55 years) and end of screening (65, 70 and 75 years) offered to individuals identified with familial CRC risk in Germany. A Markov-state-transition model was developed and used to estimate health benefits (CRC-related deaths avoided, life-years gained [LYG]), potential harms (eg, associated with additional colonoscopies) and incremental harm-benefit ratios (IHBR) for each strategy. Both benefits and harms increased with earlier start and shorter intervals of screening. When screening started before age 50, 32-36 CRC-related deaths per 1000 persons were avoided with colonoscopy and 29-34 with iFOBT screening, compared to 29-31 (colonoscopy) and 28-30 (iFOBT) CRC-related deaths per 1000 persons when starting age 50 or older, respectively. For iFOBT screening, the IHBRs expressed as additional colonoscopies per LYG were one (biennial, age 45-65 vs no screening), four (biennial, age 35-65), six (biennial, age 30-70) and 34 (annual, age 30-54; biennial, age 55-75). Corresponding IHBRs for 10-yearly colonoscopy were four (age 55-65), 10 (age 45-65), 15 (age 35-65) and 29 (age 30-70). Offering screening with colonoscopy or iFOBT to individuals with familial CRC risk before age 50 is expected to be beneficial. Depending on the accepted IHBR threshold, 10-yearly colonoscopy or alternatively biennial iFOBT from age 30 to 70 should be recommended for this target group.
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Affiliation(s)
- Gaby Sroczynski
- Department of Public Health, Health Services Research, and Health Technology Assessment, UMIT TIROL-University for Health Sciences and Technology, Hall in Tirol, Austria
| | - Lára R Hallsson
- Department of Public Health, Health Services Research, and Health Technology Assessment, UMIT TIROL-University for Health Sciences and Technology, Hall in Tirol, Austria
| | - Nikolai Mühlberger
- Department of Public Health, Health Services Research, and Health Technology Assessment, UMIT TIROL-University for Health Sciences and Technology, Hall in Tirol, Austria
| | - Beate Jahn
- Department of Public Health, Health Services Research, and Health Technology Assessment, UMIT TIROL-University for Health Sciences and Technology, Hall in Tirol, Austria
- Division of Health Technology Assessment, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria
| | - Raphael Rehms
- Department of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians Universität, Munich, Germany
| | - Sabine Hoffmann
- Department of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians Universität, Munich, Germany
| | - Alexander Crispin
- Department of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians Universität, Munich, Germany
| | - Doris Lindoerfer
- Department of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians Universität, Munich, Germany
- Chronobiology and Health, Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Ulrich Mansmann
- Department of Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians Universität, Munich, Germany
| | - Uwe Siebert
- Department of Public Health, Health Services Research, and Health Technology Assessment, UMIT TIROL-University for Health Sciences and Technology, Hall in Tirol, Austria
- Division of Health Technology Assessment, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
- Department of Health Policy & Management, Center for Health Decision Science, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
- Department of Radiology, Institute for Technology Assessment, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Guerra CE, Sharma PV, Castillo BS. Multi-Cancer Early Detection: The New Frontier in Cancer Early Detection. Annu Rev Med 2024; 75:67-81. [PMID: 37729031 DOI: 10.1146/annurev-med-050522-033624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
The new generation of cancer early detection tests holds remarkable promise for revolutionizing and changing the paradigm of cancer early detection. Dozens of cancer early detection tests are being developed and evaluated. Some are already commercialized and available for use, most as a complement to and not in place of existing recommended cancer screening tests. This review evaluates existing single- and multi-cancer early detection tests (MCEDs), discussing their performance characteristics including sensitivity, specificity, positive and negative predictive values, and accuracy. It also critically looks at the potential harms that could result from these tests, including false positive and negative results, the risk of overdiagnosis and overtreatment, psychological and economic harms, and the risk of widening cancer inequities. We also review the large-scale, population-based studies that are being launched in the United States and United Kingdom to determine the impact of MCEDs on clinically relevant outcomes and implications for current practice.
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Affiliation(s)
- Carmen E Guerra
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Leonard David Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Prateek V Sharma
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
| | - Brenda S Castillo
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA;
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Cacciamani GE, Chen A, Gill IS, Hung AJ. Artificial intelligence and urology: ethical considerations for urologists and patients. Nat Rev Urol 2024; 21:50-59. [PMID: 37524914 DOI: 10.1038/s41585-023-00796-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/22/2023] [Indexed: 08/02/2023]
Abstract
The use of artificial intelligence (AI) in medicine and in urology specifically has increased over the past few years, during which time it has enabled optimization of patient workflow, increased diagnostic accuracy and enhanced computer analysis of radiological and pathological images. However, before further use of AI is undertaken, possible ethical issues need to be evaluated to improve understanding of this technology and to protect patients and providers. Possible ethical issues that require consideration when applying AI in clinical practice include patient safety, cybersecurity, transparency and interpretability of the data, inclusivity and equity, fostering responsibility and accountability, and the preservation of providers' decision-making and autonomy. Ethical principles for the application of AI to health care and in urology are proposed to guide urologists, patients and regulators to improve use of AI technologies and guide policy-making.
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Affiliation(s)
- Giovanni E Cacciamani
- The Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- AI Center at USC Urology, USC Institute of Urology, University of Southern California, Los Angeles, CA, USA.
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Andrew Chen
- The Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- AI Center at USC Urology, USC Institute of Urology, University of Southern California, Los Angeles, CA, USA
| | - Inderbir S Gill
- The Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- AI Center at USC Urology, USC Institute of Urology, University of Southern California, Los Angeles, CA, USA
| | - Andrew J Hung
- The Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- AI Center at USC Urology, USC Institute of Urology, University of Southern California, Los Angeles, CA, USA
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Kamel Rahimi A, Ghadimi M, van der Vegt AH, Canfell OJ, Pole JD, Sullivan C, Shrapnel S. Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy. BMC Med Inform Decis Mak 2023; 23:207. [PMID: 37814311 PMCID: PMC10563357 DOI: 10.1186/s12911-023-02306-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 09/22/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND There are many Machine Learning (ML) models which predict acute kidney injury (AKI) for hospitalised patients. While a primary goal of these models is to support clinical decision-making, the adoption of inconsistent methods of estimating baseline serum creatinine (sCr) may result in a poor understanding of these models' effectiveness in clinical practice. Until now, the performance of such models with different baselines has not been compared on a single dataset. Additionally, AKI prediction models are known to have a high rate of false positive (FP) events regardless of baseline methods. This warrants further exploration of FP events to provide insight into potential underlying reasons. OBJECTIVE The first aim of this study was to assess the variance in performance of ML models using three methods of baseline sCr on a retrospective dataset. The second aim was to conduct an error analysis to gain insight into the underlying factors contributing to FP events. MATERIALS AND METHODS The Intensive Care Unit (ICU) patients of the Medical Information Mart for Intensive Care (MIMIC)-IV dataset was used with the KDIGO (Kidney Disease Improving Global Outcome) definition to identify AKI episodes. Three different methods of estimating baseline sCr were defined as (1) the minimum sCr, (2) the Modification of Diet in Renal Disease (MDRD) equation and the minimum sCr and (3) the MDRD equation and the mean of preadmission sCr. For the first aim of this study, a suite of ML models was developed for each baseline and the performance of the models was assessed. An analysis of variance was performed to assess the significant difference between eXtreme Gradient Boosting (XGB) models across all baselines. To address the second aim, Explainable AI (XAI) methods were used to analyse the XGB errors with Baseline 3. RESULTS Regarding the first aim, we observed variances in discriminative metrics and calibration errors of ML models when different baseline methods were adopted. Using Baseline 1 resulted in a 14% reduction in the f1 score for both Baseline 2 and Baseline 3. There was no significant difference observed in the results between Baseline 2 and Baseline 3. For the second aim, the FP cohort was analysed using the XAI methods which led to relabelling data with the mean of sCr in 180 to 0 days pre-ICU as the preferred sCr baseline method. The XGB model using this relabelled data achieved an AUC of 0.85, recall of 0.63, precision of 0.54 and f1 score of 0.58. The cohort size was 31,586 admissions, of which 5,473 (17.32%) had AKI. CONCLUSION In the absence of a widely accepted method of baseline sCr, AKI prediction studies need to consider the impact of different baseline methods on the effectiveness of ML models and their potential implications in real-world implementations. The utilisation of XAI methods can be effective in providing insight into the occurrence of prediction errors. This can potentially augment the success rate of ML implementation in routine care.
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Affiliation(s)
- Amir Kamel Rahimi
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia.
- Digital Health Cooperative Research Centre, Australian Government, Sydney, NSW, Australia.
| | - Moji Ghadimi
- The School of Mathematics and Physics, The University of Queensland, St Lucia, Brisbane, 4072, Australia
| | - Anton H van der Vegt
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia
| | - Oliver J Canfell
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia
- Digital Health Cooperative Research Centre, Australian Government, Sydney, NSW, Australia
- UQ Business School, The University of Queensland, St Lucia, Brisbane, 4072, Australia
| | - Jason D Pole
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia
- Dalla Lana School of Public Health, The University of Toronto, Toronto, Canada
- ICES, Toronto, Canada
| | - Clair Sullivan
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia
- Metro North Hospital and Health Service, Department of Health, Queensland Government, Herston, Brisbane, 4006, Australia
| | - Sally Shrapnel
- Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Herston, Brisbane, 4006, Australia
- The School of Mathematics and Physics, The University of Queensland, St Lucia, Brisbane, 4072, Australia
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Fichtner UA, Arslanow A, Binder H, Galle PR, Labenz C, Lammert F, Ortner J, Stelzer D, Velthuis L, Farin‐Glattacker E. How do (false) positively screened patients experience a screening programme for liver cirrhosis or fibrosis in Germany? A qualitative study. Health Expect 2023; 26:1923-1930. [PMID: 37334867 PMCID: PMC10485303 DOI: 10.1111/hex.13800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 05/26/2023] [Accepted: 06/06/2023] [Indexed: 06/21/2023] Open
Abstract
OBJECTIVE This study aimed to explore psychosocial consequences of (false) positive liver screening results and to identify influencing factors for perceived strain within a multistage screening programme for liver cirrhosis and fibrosis in Germany. METHODS Between June 2018 and May 2019, all positively screened patients were asked to participate in the study (n = 158). N = 11 telephone interviews and n = 4 follow-up interviews were conducted. Semi-structured telephone interviews were carried out. The analysis followed a structuring content analysis approach. Thereby, categories were first defined deductively. Second, the categories were revised inductively based on the data. RESULTS The main themes found regarding the consequences of the screening were categorised in emotional reactions and behavioural reactions. Few respondents described negative emotional consequences related to screening. Those seem to be mostly driven by suboptimal patient-provider communication and might be worsened when transparent information transfer fails to happen. As a result, patients sought information and support in their social environment. All patients reported positive attitudes towards liver screening. CONCLUSION To reduce the potential occurrence of psychosocial consequences during the screening process, medical screening should be performed in the context of transparent information. Regular health communication on the side of health professionals and increasing patients' health literacy might contribute to avoiding negative emotions in line with screening. PATIENT OR PUBLIC CONTRIBUTION This study recognises the wide-ranging patients' perspectives regarding the consequences of liver screening which should be taken into consideration when implementing a new screening programme to ensure a patient-centred approach.
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Affiliation(s)
- Urs A. Fichtner
- Section of Health Care Research and Rehabilitation Research, Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical CenterUniversity of FreiburgFreiburgGermany
| | - Anita Arslanow
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical CenterUniversity of FreiburgFreiburgGermany
| | - Peter R. Galle
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Christian Labenz
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Frank Lammert
- Institute for Occupational Medicine and Public HealthSaarland UniversityHomburgGermany
- Hannover Medical SchoolHannoverGermany
| | - Julia Ortner
- Department of Law and EconomicsJohannes Gutenberg UniversityMainzGermany
| | - Dominikus Stelzer
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical CenterUniversity of FreiburgFreiburgGermany
| | - Louis Velthuis
- Department of Law and EconomicsJohannes Gutenberg UniversityMainzGermany
| | - Erik Farin‐Glattacker
- Section of Health Care Research and Rehabilitation Research, Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical CenterUniversity of FreiburgFreiburgGermany
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8
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Wojtalewicz N, Vierbaum L, Kaufmann A, Schellenberg I, Holdenrieder S. Longitudinal Evaluation of AFP and CEA External Proficiency Testing Reveals Need for Method Harmonization. Diagnostics (Basel) 2023; 13:2019. [PMID: 37370914 DOI: 10.3390/diagnostics13122019] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/02/2023] [Accepted: 06/04/2023] [Indexed: 06/29/2023] Open
Abstract
The glycoproteins alpha-fetoprotein (AFP) and carcinoembryonic antigen (CEA) have long been approved as biomarkers for diagnosing and monitoring tumors. International Reference Preparations (IRPs) have been around since 1975. Nevertheless, manufacturer-dependent differences have been reported, indicating a lack of harmonization. This paper analyzes data from 15 external quality assessment (EQA) surveys conducted worldwide between 2018 and 2022. The aim was to gain insight into the longitudinal development of manufacturer-dependent differences for CEA and AFP. In each survey, participating laboratories received two samples with different tumor marker levels. Inter- and intra-assay variability was analyzed and the mean 80% and 90% of the manufacturer collectives were compared to the evaluation criteria of the German Medical Association (RiliBÄK). The median EQA results for CEA revealed manufacturer-dependent differences between the highest and lowest collective of up to 100%; for AFP, the median differences mostly remained below 40%. The coefficients of variation were predominantly low for both markers. We concluded that the current assays for AFP and CEA detection are better harmonized than previously reported. The assays displayed a good robustness; however, a narrowing of the current assessment limits in EQA schemes could further enhance the quality of laboratory testing.
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Affiliation(s)
- Nathalie Wojtalewicz
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Ubierstr. 20, 40223 Duesseldorf, Germany
| | - Laura Vierbaum
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Ubierstr. 20, 40223 Duesseldorf, Germany
| | - Anne Kaufmann
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Ubierstr. 20, 40223 Duesseldorf, Germany
| | - Ingo Schellenberg
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Ubierstr. 20, 40223 Duesseldorf, Germany
- Institute of Bioanalytical Sciences (IBAS), Center of Life Sciences, Anhalt University of Applied Sciences, Strenzfelder Allee 28, 06406 Bernburg, Germany
| | - Stefan Holdenrieder
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Ubierstr. 20, 40223 Duesseldorf, Germany
- Institute of Laboratory Medicine, Munich Biomarker Research Center, Deutsches Herzzentrum München, Technische Universität München, 80636 Munich, Germany
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Tran KV, Filippaios A, Noorishirazi K, Ding E, Han D, Mohagheghian F, Dai Q, Mehawej J, Wang Z, Lessard D, Otabil EM, Hamel A, Paul T, Gottbrecht MF, Fitzgibbons TP, Saczynski J, Chon KH, McManus DD. False Atrial Fibrillation Alerts from Smartwatches are Associated with Decreased Perceived Physical Well-being and Confidence in Chronic Symptoms Management. CARDIOLOGY AND CARDIOVASCULAR MEDICINE 2023; 7:97-107. [PMID: 37476150 PMCID: PMC10358285 DOI: 10.26502/fccm.92920314] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/22/2023]
Abstract
Wrist-based wearables have been FDA approved for AF detection. However, the health behavior impact of false AF alerts from wearables on older patients at high risk for AF are not known. In this work, we analyzed data from the Pulsewatch (NCT03761394) study, which randomized patients (≥50 years) with history of stroke or transient ischemic attack to wear a patch monitor and a smartwatch linked to a smartphone running the Pulsewatch application vs to only the cardiac patch monitor over 14 days. At baseline and 14 days, participants completed validated instruments to assess for anxiety, patient activation, perceived mental and physical health, chronic symptom management self-efficacy, and medicine adherence. We employed linear regression to examine associations between false AF alerts with change in patient-reported outcomes. Receipt of false AF alerts was related to a dose-dependent decline in self-perceived physical health and levels of disease self-management. We developed a novel convolutional denoising autoencoder (CDA) to remove motion and noise artifacts in photoplethysmography (PPG) segments to optimize AF detection, which substantially reduced the number of false alerts. A promising approach to avoid negative impact of false alerts is to employ artificial intelligence driven algorithms to improve accuracy.
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Affiliation(s)
- Khanh-Van Tran
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Andreas Filippaios
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Kamran Noorishirazi
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Eric Ding
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Dong Han
- Department of Biomedical Engineering, University of Connecticut, 260 Glenbrook Road, Storrs, CT 06269, USA
| | - Fahimeh Mohagheghian
- Department of Biomedical Engineering, University of Connecticut, 260 Glenbrook Road, Storrs, CT 06269, USA
| | - Qiying Dai
- Division of Cardiovascular Medicine, Department of Medicine, Saint Vincent Hospital, 123 Summer Street, Worcester, MA 01608, USA
| | - Jordy Mehawej
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Ziyue Wang
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Darleen Lessard
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Edith Mensah Otabil
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Alex Hamel
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Tenes Paul
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Matthew F Gottbrecht
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Timothy P Fitzgibbons
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
| | - Jane Saczynski
- Department of Pharmacy and Health Systems Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Ki H Chon
- Department of Biomedical Engineering, University of Connecticut, 260 Glenbrook Road, Storrs, CT 06269, USA
| | - David D McManus
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts, Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA
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10
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Estimating the lifetime risk of a false positive screening test result. PLoS One 2023; 18:e0281153. [PMID: 36791062 PMCID: PMC9931091 DOI: 10.1371/journal.pone.0281153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/14/2023] [Indexed: 02/16/2023] Open
Abstract
False positive results in screening tests have potentially severe psychological, medical, and financial consequences for the recipient. However, there have been few efforts to quantify how the risk of a false positive accumulates over time. We seek to fill this gap by estimating the probability that an individual who adheres to the U.S. Preventive Services Task Force (USPSTF) screening guidelines will receive at least one false positive in a lifetime. To do so, we assembled a data set of 116 studies cited by the USPSTF that report the number of true positives, false negatives, true negatives, and false positives for the primary screening procedure for one of five cancers or six sexually transmitted diseases. We use these data to estimate the probability that an individual in one of 14 demographic subpopulations will receive at least one false positive for one of these eleven diseases in a lifetime. We specify a suitable statistical model to account for the hierarchical structure of the data, and we use the parametric bootstrap to quantify the uncertainty surrounding our estimates. The estimated probability of receiving at least one false positive in a lifetime is 85.5% (±0.9%) and 38.9% (±3.6%) for baseline groups of women and men, respectively. It is higher for subpopulations recommended to screen more frequently than the baseline, including more vulnerable groups such as pregnant women and men who have sex with men. Since screening technology is imperfect, false positives remain inevitable. The high lifetime risk of a false positive reveals the importance of educating patients about this phenomenon.
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11
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Assessing overdiagnosis of fecal immunological test screening for colorectal cancer with a digital twin approach. NPJ Digit Med 2023; 6:24. [PMID: 36765093 PMCID: PMC9918445 DOI: 10.1038/s41746-023-00763-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 01/21/2023] [Indexed: 02/12/2023] Open
Abstract
Evaluating the magnitude of overdiagnosis associated with stool-based service screening for colorectal cancer (CRC) beyond a randomized controlled trial is often intractable and understudied. We aim to estimate the proportion of overdiagnosis in population-based service screening programs for CRC with the fecal immunochemical test (FIT). The natural process of overdiagnosis-embedded disease was first built up to learn transition parameters that quantify the pathway of non-progressive and progressive screen-detected cases calibrated with sensitivity, while also taking competing mortality into account. The Markov algorithms were then developed for estimating these transition parameters based on Taiwan FIT service CRC screening data on 5,417,699 residents aged 50-69 years from 2004 to 2014. Following the digital twin design with the parallel universe structure for emulating the randomized controlled trial, the screened twin, mirroring the control group without screening, was virtually recreated by the application of the above-mentioned trained parameters to predict CRC cases containing overdiagnosis. The ratio of the predicted CRCs derived from the screened twin to the observed CRCs of the control group minus 1 was imputed to measure the extent of overdiagnosis. The extent of overdiagnosis for invasive CRCs resulting from FIT screening is 4.16% (95% CI: 2.61-5.78%). The corresponding figure is increased to 9.90% (95% CI: 8.41-11.42%) for including high grade dysplasia (HGD) and further inflated to 15.83% (95% CI: 15.23-16.46%) when the removal adenoma is considered. The modest proportion of overdiagnosis modelled by the digital twin method, dispensing with the randomized controlled trial design, suggests the harm done to population-based FIT service screening is negligible.
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12
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Bülow Therkildsen S, Larsen PT, Njor S. Subsequent participation in organized FIT based screening following screen-derived colonoscopy - A Danish nationwide cohort study. Prev Med Rep 2023; 32:102125. [PMID: 36816764 PMCID: PMC9929440 DOI: 10.1016/j.pmedr.2023.102125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 01/24/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Introduction In the Danish National Colorectal Cancer (CRC) screening program, participants with screen-detected low-risk adenomas are invited to a new faecal immunochemical test (FIT) screening after two years. However, participation rate in next FIT screening is unknown. We aimed to investigate this subsequent participation rate within the Danish CRC screening program. Methods This nationwide register-based study included participants aged 50-72 years registered with FIT screening in the Danish CRC screening program between January 1, 2016, and June 30, 2017. Participants were included if their index FIT was negative or if it was positive and the subsequent colonoscopy detected low-risk adenomas. Invitees were categorized as subsequent participants if they returned a FIT within 135 days following the invitation to screening. We estimated the relative risk for participation depending on screening outcome, age, and sex. Result 415,107 with a negative result and 5,550 with low-risk adenomas were included. 86.0% (85.9;86.1) of the invitees with a negative result participated in the subsequent screening, while 71.8% (70.6;73.0) of the invitees with low-risk adenomas participated subsequently. The risk of participation in the subsequent screening was significantly lower among all age groups of men and women with low-risk adenomas compared to similar groups with negative results. Conclusion Invitees with low-risk adenomas detected at their initial colonoscopy are less likely to participate in the subsequent screening than invitees with negative results. This association was found in all age groups and for both sexes. Further studies are necessary to assess whether non-attendance is more pronounced in specific subgroups.
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Key Words
- Adenomas
- Adherence
- CI, Confidence Interval
- CRC, Colorectal cancer
- CRN, Civil register number
- Colonoscopy
- Colorectal cancer screening
- Colorectal neoplasm
- DCCG, The Danish Colorectal Cancer register
- DCCSD, Database for Colorectal cancer screening
- DCR, The Danish Cancer Registry
- DNPR, The National Patient Register
- FAP, Familial adenomatous polyposis
- FIT, Fecal Immunochemical Test
- IBD, Inflammatory bowel database
- ICD, International Classification of Diseases
- Mass screening
- Participation
- RR, Relative risk
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Affiliation(s)
- Signe Bülow Therkildsen
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, 8930 Randers NØ, Denmark,Corresponding authors.
| | - Pernille Thordal Larsen
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, 8930 Randers NØ, Denmark,Department of Clinical Medicine, Aarhus University, Palle Juul-Jensen Boulevard 82, 8200 Aarhus N, Denmark,Corresponding authors.
| | - Sisse Njor
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, 8930 Randers NØ, Denmark,Department of Clinical Medicine, Aarhus University, Palle Juul-Jensen Boulevard 82, 8200 Aarhus N, Denmark
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13
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Rujiret U, Keerin M, Julaporn P, Petcharatana B, Wattana J, Chutima J. Validity of "OfficeCheck": A self-musculoskeletal assessment tool for screening work-related musculoskeletal disorders in office workers. Work 2023; 76:1501-1508. [PMID: 37393474 DOI: 10.3233/wor-220491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND Early self-assessment for work-related musculoskeletal disorders (WMSDs) is crucial in preventing severe symptoms and long-term consequences. Accessible tools are necessary for proactive management. OBJECTIVE To validate the OfficeCheck web application as a screening tool to classify office workers as capable of self-management for specific symptoms of WMSDs or requiring professional consultation. METHODS This study was conducted to determine the criterion-related validity of OfficeCheck using physical therapy assessment as the reference standard. In total, 223 office workers who work with a computer more than two hours a day with or without symptoms of WMSDs participated in this study. All of them were classified by self-assessment on the OfficeCheck process flow (Kappa = 0.841) and physical therapy assessment, respectively. For statistical analysis, classification numbers were calculated for sensitivity, specificity, false positive rate (FPR), false negative rate (FNR), positive predictive value (PPV), and negative predictive value (NPV). RESULTS A total of 223 workers with a mean age of 38.9±9.0 years and mean body mass index (BMI) of 24.3±5.2 kg/m2 were illustrated. The most common areas of complaint were neck/upper back and lower back/hip. The results indicated that OfficeCheck had high sensitivity (95.1%), low specificity (42.0%), low PPV (38.0%), and high NPV (95.8%). The FPR was 58.0% and the FNR was 4.9%. CONCLUSION OfficeCheck was found to have high sensitivity to classify office workers as capable of self-management for specific symptoms of WMSDs or requiring professional consultation. The use of OfficeCheck is thus recommended for self-detection and management to stop the consequences of WMSDs.
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Affiliation(s)
| | - Mekhora Keerin
- Faculty of Physical Therapy, Mahidol University, Nakhon Pathom, Thailand
| | - Pooliam Julaporn
- Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, NakhonPathom, Thailand
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14
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Nielsen LM, Hauge MG, Ersbøll AS, Johansen M, Linde JJ, Damm P, Nielsen KK. Women’s perceptions of cardiovascular risk after preeclampsia: a qualitative study. BMC Pregnancy Childbirth 2022; 22:832. [DOI: 10.1186/s12884-022-05179-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 10/13/2022] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Preeclampsia is associated with increased risk of cardiovascular disease later in life, but studies suggest that women with previous preeclampsia are not aware of this. Little is known about how these women perceive the condition and the associated long-term risks. We examined the experiences and perceptions of preeclampsia and the increased risk of cardiovascular disease (CVD) later in life among Danish women with previous preeclampsia and their attitudes towards CVD risk screening.
Methods
Ten individual semi-structured interviews were conducted with women with previous preeclampsia. Data were analysed using thematic analysis.
Results
We identified six themes: 1) Experiences and perceptions of being diagnosed with preeclampsia, 2) Awareness about increased risk of CVD later in life, 3) Knowledge as a precondition for action, 4) The perception of CVD risk as being modifiable, 5) Motivators for and barriers to a healthy lifestyle, and 6) Screening for CVD. Awareness of the severity of preeclampsia was limited prior to being diagnosed. Particularly among those with few or no symptoms, preeclampsia was perceived as a non-severe condition, which was further reinforced by the experience of having received very little information. Nonetheless, some women were shocked by the diagnosis and feared for the health of the offspring. Many women also experienced physical and psychological consequences of preeclampsia. Awareness of the increased risk of later CVD was lacking; yet, when informed, the women considered this to be essential knowledge to be able to act accordingly. The risk of future CVD was perceived to be partly modifiable with a healthy lifestyle, and the women expressed a need for counselling on appropriate lifestyle changes to reduce CVD risk. Other factors were also mentioned as imperative for lifestyle changes, including social support. The women were generally positive towards potential future screening for CVD because it could provide them with information about their health condition.
Conclusions
After preeclampsia, women experienced a lack of knowledge on preeclampsia and the increased risk of CVD later in life. Improved information and follow-up after preeclampsia, including guidance on CVD risk reduction and support from health professionals and family, are warranted.
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15
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Malmqvist J, Siersma VD, Hestbech MS, Bang CW, Nicolaisdóttir DR, Brodersen J. Short and long-term psychosocial consequences of participating in a colorectal cancer screening programme: a matched longitudinal study. BMJ Evid Based Med 2022; 27:87-96. [PMID: 34083210 PMCID: PMC8961773 DOI: 10.1136/bmjebm-2020-111576] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/20/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To investigate the psychosocial consequences of receiving a false-positive (no abnormalities) result or being diagnosed with polyps compared with receiving a negative result in a colorectal cancer (CRC) screening programme. DESIGN AND SETTING This was a longitudinal study nested in the roll-out of the Danish CRC screening programme that targets all individuals aged 50-74 years. PARTICIPANTS In the inclusion period (April-September 2017), all positive screenees (n=1854) were consecutively enrolled and matched 2:1:1 on sex, age (±2 years), municipality and screening date with negative screenees (n=933) and individuals not yet invited to screening (n=933).Questionnaires were sent by mail to all eligible participants in Region Zealand, Denmark, after the screening result, 2 months and 12 months after the final result.Positive screenees who did not receive the follow-up procedure were excluded. MAIN OUTCOME MEASURES The primary outcomes were psychosocial consequences. Outcomes were measured with the CRC screening-specific questionnaire Consequences of screening in CRC with 11 outcomes after the screening result and with 21 outcomes at the two later assessments. RESULTS After receiving the screening result, individuals with no abnormalities, low-risk and medium-risk and high-risk polyps scored significantly worse on 8 of 11 outcomes compared with the negative screenee group. At the 12-month follow-up, the differences were still significant in 8 of 21 outcomes (no abnormalities), 4 of 21 outcomes (low-risk polyps) and 10 of 21 outcomes (medium-risk and high-risk polyps). The negative screenee group and the group not yet invited to screening differed psychosocially on 5 of 11 outcomes after the screening result, but on none of the 21 outcomes at the 2 months and 12 months follow-up. CONCLUSIONS The study showed that there are both short-term and long-term psychosocial consequences associated with receiving a no abnormalities result or being diagnosed with polyps. The consequences were worst for individuals diagnosed with medium-risk and high-risk polyps.
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Affiliation(s)
- Jessica Malmqvist
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
- Primary Health Care Research Unit, Region Zealand, Denmark
| | - Volkert Dirk Siersma
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
| | - Mie Sara Hestbech
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
| | - Christine Winther Bang
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
| | - Dagný Rós Nicolaisdóttir
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
| | - John Brodersen
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
- Primary Health Care Research Unit, Region Zealand, Denmark
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16
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Pedersen SK, Musher BL, LaPointe LC, Tuck MK, Symonds EL, Loayza N, Young GP. Detection of recurrent colorectal cancer with high specificity using a reporting threshold for circulating tumor DNA methylated in BCAT1 and IKZF1. Cancer 2022; 128:1921-1928. [PMID: 35290664 DOI: 10.1002/cncr.34159] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 01/18/2022] [Accepted: 02/03/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND A blood assay measuring methylated BCAT1 and IKZF1 can detect recurrent colorectal cancer (CRC) with high sensitivity but suboptimal specificity. This study aimed to establish an upper reference limit (URL) of these biomarkers in a reference population without CRC, apply that threshold to detecting clinical recurrence in patients who had undergone definitive therapy for CRC, and compare the performance of the biomarkers with carcinoembryonic antigen (CEA). METHODS The level of methylation was reported as the aggregate methylated BCAT1 and IKZF1 expressed as a percentage of total plasma DNA. A reference population of patients confirmed to have no colorectal neoplasia (n = 857) was used to determine the URL. Test accuracy for clinical recurrence was determined in a post-treatment surveillance population (n = 549; 77 recurrence cases). RESULTS A methylation level of 0.07%, corresponding to the 98th percentile in the reference population, was set as the URL. In the surveillance population, 60 patients had methylation levels above 0.07%, and 81.7% of these had recurrence. In comparison with no minimum threshold being applied, assay sensitivity with a URL of 0.07% yielded similar sensitivity (63.6% [CI, 51.9%-74.3%] vs 64.9% [CI, 53.8%-74.7%]; P = .87) and higher specificity (97.7% [CI, 95.9%-98.8%] vs 91.3% [CI, 88.4%-93.5%]; P < .001). The BCAT1/IKZF1 test was 2.5-fold more sensitive than CEA for detecting recurrences considered amenable to surgery with curative intent (50.0% vs 20.8%; P = .016). CONCLUSIONS Applying a threshold for positivity to the methylated BCAT1/IKZF1 blood assay improved the specificity for CRC recurrence without compromising sensitivity. Both the sensitivity and the specificity were superior to those of CEA.
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Affiliation(s)
- Susanne K Pedersen
- Cancer Research, Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, Australia.,Clinical Genomics, Inc, Bridgewater, New Jersey
| | - Benjamin L Musher
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Lawrence C LaPointe
- Cancer Research, Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, Australia.,Clinical Genomics, Inc, Bridgewater, New Jersey
| | | | - Erin L Symonds
- Cancer Research, Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, Australia.,Bowel Health Service, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | | | - Graeme P Young
- Cancer Research, Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, Australia
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17
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Larsen MB, Stokholm R, Kirkegaard P, Laursen HS, Gabel P, Andersen B. Making decisions on your own: Self-administered decision aids about colorectal cancer screening - A systematic review and meta-analyses. PATIENT EDUCATION AND COUNSELING 2022; 105:534-546. [PMID: 34376303 DOI: 10.1016/j.pec.2021.07.035] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/15/2021] [Accepted: 07/22/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To provide a systematic review of self-administered decision aids (DAs) for citizens invited to participate in colorectal cancer screening synthesizing the effectiveness of self-administered DAs on informed choice or the components hereof; knowledge, attitudes, and participation. METHODS The literature search was undertaken in PubMed, CINAHL, PsycINFO, Embase and Scopus and last updated 19 March 2021. Results were presented by narrative synthesis, meta-analyses and vote counting based on direction of effect. RESULTS Fourteen studies of fair methodological quality were included. One study reported on informed choice and 13 studies reported on the components. Self-administered DAs increased participation and knowledge whereas it was inconclusive with regard to attitudes towards screening. The studies were very heterogeneous with different comparators, outcomes and means of measurement. CONCLUSION This systematic review showed a potential for self-administered DAs to support informed choice in colorectal cancer screening, especially by increasing knowledge. PRACTICE IMPLICATIONS It seems reasonable to consider informed choice to be one of the main outcomes of self-administered DAs. Yet there is a need for consensus on how to measure informed choice in cancer screening, especially a validated measurement of knowledge defining what constitutes 'adequate knowledge'.
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Affiliation(s)
- Mette Bach Larsen
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, DK-8930 Randers NO, Denmark.
| | - Rikke Stokholm
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, DK-8930 Randers NO, Denmark.
| | - Pia Kirkegaard
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, DK-8930 Randers NO, Denmark.
| | - Henrik Sehested Laursen
- Medical Library, Regional Hospital Central Jutland, Heibergs Alle 5A, DK-8800 Viborg, Denmark.
| | - Pernille Gabel
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, DK-8930 Randers NO, Denmark.
| | - Berit Andersen
- University Research Clinic for Cancer Screening, Department of Public Health Programmes, Randers Regional Hospital, Skovlyvej 15, DK-8930 Randers NO, Denmark; Department of Clinical Medicine, Aarhus University, Incuba Skejby, Building 2, Palle Juul-Jensens Boulevard 82, DK-8200 Aarhus N, Denmark.
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18
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Lansdorp-Vogelaar I, Meester R, de Jonge L, Buron A, Haug U, Senore C. Risk-stratified strategies in population screening for colorectal cancer. Int J Cancer 2021; 150:397-405. [PMID: 34460107 PMCID: PMC9293115 DOI: 10.1002/ijc.33784] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 05/31/2021] [Accepted: 06/09/2021] [Indexed: 12/11/2022]
Abstract
Colorectal cancer (CRC) screening has been demonstrated to reduce CRC incidence and mortality. However, besides such benefits, CRC screening is also associated with potential harmful effects. In an ideal world, screening would only be directed to the small proportion of the population that might potentially benefit. Risk‐based screening can be seen as a first step towards this ideal world, by redistributing screening resources from low‐risk to high‐risk individuals. In theory, this should result in scarce resources being used in individuals who benefit most, while intensity of screening is reduced in individuals who benefit less, hence improving the benefit‐harm ratio among all invitees. Available strategies that have been proposed for risk‐based CRC screening include using information on age, sex, prior screening history, lifestyle and/or genetic information. Implementation of risk‐based screening requires careful consideration of reliable risk prediction models, participation with screening and informed decision‐making. While it is important to recognise the limitations of current approaches, available evidence suggests that it might be feasible to start planning the introduction of tailored strategies within screening programmes. Implementing risk‐based screening based on age, sex and prior screening history alone would already represent a substantial improvement over current uniform screening approaches. We propose that it is time that screening programmes start there and continue striving towards more comprehensive approaches embedding primary prevention as an effective approach to lower risk for everyone.
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Affiliation(s)
- Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Reinier Meester
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Lucie de Jonge
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Andrea Buron
- Epidemiology and Evaluation Department, Hospital del Mar, Barcelona, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.,REDISSEC (Health Services Research on Chronic Patients Network), Madrid, Spain
| | - Ulrike Haug
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.,Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
| | - Carlo Senore
- SSD Epidemiologia e Screening - CPO, University Hospital Cittàdella Salute e dellaScienza, Turin, Italy
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19
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Gostoli S, Montecchiarini M, Urgese A, Ferrara F, Polifemo AM, Ceroni L, Gasparri A, Rafanelli C, Cennamo V. The clinical utility of a comprehensive psychosomatic assessment in the program for colorectal cancer prevention: a cross-sectional study. Sci Rep 2021; 11:15575. [PMID: 34341444 PMCID: PMC8329196 DOI: 10.1038/s41598-021-95171-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 07/15/2021] [Indexed: 02/07/2023] Open
Abstract
Few studies have investigated psychosocial characteristics and lifestyle behaviors of participants at programs for secondary prevention of colorectal cancer (CRC). This study aimed, through a comprehensive psychosomatic assessment based on clinimetric principles, to evaluate psychosocial characteristics and lifestyle behaviors in participants at CRC secondary prevention program, and to investigate the associations between these variables and endoscopic outcomes. In this cross-sectional study, the first 150 consecutive asymptomatic participants at the CRC prevention program who resulted positive to fecal occult blood test (FOBT) and were thus referred to colonoscopy, underwent a psychosomatic assessment including psychiatric diagnoses (DSM-5), psychosomatic syndromes (DCPR-R), psychological distress, psychological well-being and lifestyle behaviors. Whereas only 5.3% of the sample showed at least one DSM-5 diagnosis, 51.3% showed at least one DCPR syndrome, such as allostatic overload, alexithymia, Type A behavior, and demoralization. Patients affected by psychosomatic syndromes presented with significantly higher psychological distress, lower psychological well-being and unhealthy lifestyle behaviors, such as tobacco smoking and unhealthy diet, in comparison with patients without DCPR syndromes. Among endoscopic outcomes, the presence of adenomas was significantly associated with DCPR irritable mood. In a clinical context of secondary prevention addressing asymptomatic patients with positive FOBT, a comprehensive psychosomatic assessment may provide relevant clinical information for those patients who present certain psychosomatic syndromes associated with high psychological distress, impaired psychological well-being, unhealthy lifestyle behaviors and colorectal precancerous lesions. The results of the present study indicate a road to the practice of "preventive" medicine at CRC screening program.
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Affiliation(s)
- Sara Gostoli
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy
| | - Maria Montecchiarini
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy
| | - Alessia Urgese
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy
| | - Francesco Ferrara
- Gastroenterology and Interventional Endoscopy Unit, AUSL Bologna, Bologna, Italy
| | - Anna Maria Polifemo
- Gastroenterology and Interventional Endoscopy Unit, AUSL Bologna, Bologna, Italy
| | - Liza Ceroni
- Gastroenterology and Interventional Endoscopy Unit, AUSL Bologna, Bologna, Italy
| | - Asia Gasparri
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy
| | - Chiara Rafanelli
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy.
| | - Vincenzo Cennamo
- Gastroenterology and Interventional Endoscopy Unit, AUSL Bologna, Bologna, Italy
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20
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Baker AH, Monuteaux MC, Madden K, Capraro AJ, Harper MB, Eisenberg M. Effect of a Sepsis Screening Algorithm on Care of Children with False-Positive Sepsis Alerts. J Pediatr 2021; 231:193-199.e1. [PMID: 33358842 DOI: 10.1016/j.jpeds.2020.12.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 11/17/2020] [Accepted: 12/15/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES To determine if implementation of an automated sepsis screening algorithm with low positive predictive value led to inappropriate resource utilization in emergency department (ED) patients as evidenced by an increased proportion of children with false-positive sepsis screens receiving intravenous (IV) antibiotics. STUDY DESIGN Retrospective cohort study comparing children <18 years of age presenting to an ED who triggered a false-positive sepsis alert during 2 different 5-month time periods: a silent alert period when alerts were generated but not visible to clinicians and an active alert period when alerts were visible. Primary outcome was the proportion of patients who received IV antibiotics. Secondary outcomes included proportion receiving IV fluid boluses, proportion admitted to the hospital, and ED length of stay (LOS). RESULTS Of 1457 patients, 1277 triggered a false-positive sepsis alert in the silent and active alert periods, respectively. In multivariable models, there were no changes in the proportion administered IV antibiotics (27.0% vs 27.6%, aOR 1.1 [0.9,1.3]) or IV fluid boluses (29.7% vs 29.1%, aOR 1.0 [0.8,1.2]). Differences in ED LOS and proportion admitted to the hospital were not significant when controlling for similar changes seen across all ED encounters. CONCLUSIONS An automated sepsis screening algorithm did not lead to changes in the proportion receiving IV antibiotics or IV fluid boluses, department LOS, or the proportion admitted to the hospital for patients with false-positive sepsis alerts.
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Affiliation(s)
- Alexandra H Baker
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA.
| | - Michael C Monuteaux
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA
| | - Kate Madden
- Division of Critical Care, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA; Department of Anesthesiology, Harvard Medical School, Boston, MA
| | - Andrew J Capraro
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Marvin B Harper
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Matthew Eisenberg
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
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Malmqvist J, Siersma V, Hestbech MS, Nicolaisdóttir DR, Bang CW, Brodersen J. Psychosocial consequences of invitation to colorectal cancer screening: a matched cohort study. J Epidemiol Community Health 2021; 75:867-873. [PMID: 33622803 PMCID: PMC8372396 DOI: 10.1136/jech-2019-213360] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 06/30/2020] [Accepted: 01/18/2021] [Indexed: 12/28/2022]
Abstract
Background Psychosocial consequences of colorectal cancer (CRC) screening can arise anywhere in the screening cascade. Previous studies have investigated the consequences of participating in CRC screening; however, we have not identified any studies investigating the psychosocial consequences of receiving the invitation. Therefore, the objective of this study was to investigate psychosocial consequences of invitation to CRC screening. Methods The study was a longitudinal study performed in Region Zealand, Denmark. Participants included in this study were a random sample of 1000 CRC screening invitees and 1000 control persons, not invited to screening, matched in a 1:1 design on sex, age and municipality. We assessed psychosocial consequences before and after invitation in both study groups concurrently. The primary outcomes were psychosocial consequences measured with the condition-specific questionnaire Consequences of Screening in ColoRectal Cancer. Results Preinvitation response rates were 575 (57.5%) and 610 (61.0%) for the invitation group and control group, respectively. Postinvitation response rates were 442 (44.2%) for the invitation group and 561 (56.1%) for the control group. No differences in mean change in scale score were seen except for the scale ‘Change in body perception’. The invitation group had a 0.39 lower change (99% CI (−0.78 to −0.004), p=0.009) in mean score than the control group in the direction of a less negative body perception after invitation. Conclusions This study did not identify an association between invitation to CRC screening and negative psychosocial consequences.
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Affiliation(s)
- Jessica Malmqvist
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark .,Primary Health Care Research Unit, Region Zealand, Soroe, Denmark
| | - Volkert Siersma
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Mie Sara Hestbech
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Dagný Rós Nicolaisdóttir
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Christine Winther Bang
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - John Brodersen
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.,Primary Health Care Research Unit, Region Zealand, Soroe, Denmark
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22
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Shamim S, Andresen YLM, Vind Thaysen H, Hovdenak Jakobsen I, Nielsen J, Kjaergaard Danielsen A, Konradsen H. Experiences of Patients Undergoing Bowel Preparation and Colonoscopy: A Qualitative Longitudinal Study. J Multidiscip Healthc 2021; 14:349-358. [PMID: 33603393 PMCID: PMC7887187 DOI: 10.2147/jmdh.s290166] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 01/06/2021] [Indexed: 12/02/2022] Open
Abstract
Introduction Colonoscopy remains the reference standard for diagnosing and monitoring colorectal cancer and for diagnosis and surveillance of inflammatory bowel disease. However, there is a limited knowledge of the patients’ needs when undergoing colonoscopy and the challenges within in order to reduce the number of cancelled colonoscopies. The purpose of the study was to explore the experiences of undergoing bowel preparation and colonoscopy. Methods The study was designed as a qualitative longitudinal interview study with an inductive research approach. Patients were considered for inclusion consecutively and selected based on the following criteria of variation: way of referral for colonoscopy (outpatient or screening), age and gender. The interviews were analyzed using qualitative content analysis, and results reported according to COREQ guidelines. Results Based on the findings, three categories emerged: To weigh up participation, A greater challenge than expected, and Not so challenging after all. Throughout these categories, the experience of uncertainty was reported. Discussion The process of undergoing bowel preparation and colonoscopy was influenced by uncertainty due to insufficient information. There is a need to strengthen the patient-centered care by adjusting the information to patient’s needs to better support them in decision-making for participation, to better prepare them for the bowel preparation and to better prepare them for the procedure. In addition, it is vital that patients are provided with results of the colonoscopy that correspond to the timeframe specified in written information.
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Affiliation(s)
- Sara Shamim
- Department of Gastroenterology, Herlev and Gentofte University Hospital, Herlev, Denmark
| | | | | | | | - Jannie Nielsen
- Department of Gastroenterology, Herlev and Gentofte University Hospital, Herlev, Denmark
| | | | - Hanne Konradsen
- Department of Gastroenterology, Herlev and Gentofte University Hospital, Herlev, Denmark
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Malmqvist J, Siersma V, Bang CW, Brodersen J. Consequences of screening in colorectal cancer (COS-CRC): development and dimensionality of a questionnaire. BMC Psychol 2021; 9:7. [PMID: 33413695 PMCID: PMC7792180 DOI: 10.1186/s40359-020-00504-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 12/14/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Harms of colorectal cancer (CRC) screening include psychosocial consequences. We have not identified studies using a participant-relevant questionnaire with adequate measurement properties to investigate these harms. However, Brodersen et al. have previously developed a core questionnaire consequences of screening (COS) for use in screening for life-threatening diseases. Therefore, the objectives were: (1) To investigate content validity of COS in a CRC screening setting and in case of gaps in content coverage (2) generate new items and themes and (3) test the possibly extended version of COS for dimensionality and differential item functioning (DIF) using Rasch Models. METHODS We performed two-part-focus-groups with CRC screenees. Screenees were recruited by strategic sampling. In the first part 16 screenees with false-positive results (n = 7) and low-risk polyps (n = 9) were interviewed about their CRC screening experiences and in the second part COS was examined for content validity. When new information was developed in the focus groups, new items covering this topic were generated. Subsequently, new items were, together with COS, tested in the subsequent interviews. A random subsample (n = 410) from a longitudinal questionnaire study, not yet published, was used to form the data for this paper. We analysed multidimensionality and uniform DIF with Andersen's conditional likelihood ratio test. We assessed individual item fit to the model. We also analysed Local Dependence (LD) and DIF by partial gamma coefficients using Rasch Models. RESULTS COS was found relevant in a CRC screening setting. However, new information was discovered in the focus groups, covered by 18 new CRC screening-specific items. The Rasch analyses only revealed minor problems in the COS-scales. The 18 new items were distributed on four new CRC screening-specific dimensions and one single item. CONCLUSION An extended version of COS specifically for use in a CRC screening setting has been developed. The extended part encompasses four new scales and one new single item. The original COS with the CRC-screening specific extension is called consequences of screening in colorectal cancer (COS-CRC). COS-CRC possessed reliability, unidimensionality and invariant measurement.
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Affiliation(s)
- Jessica Malmqvist
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Oester Farimagsgade 5, 1514 Copenhagen, Denmark
- Primary Healthcare Research Unit, Region Zealand, Alléen 15, 4180 Soroe, Denmark
| | - Volkert Siersma
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Oester Farimagsgade 5, 1514 Copenhagen, Denmark
| | - Christine Winther Bang
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Oester Farimagsgade 5, 1514 Copenhagen, Denmark
| | - John Brodersen
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Oester Farimagsgade 5, 1514 Copenhagen, Denmark
- Primary Healthcare Research Unit, Region Zealand, Alléen 15, 4180 Soroe, Denmark
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Schultheiss M, Schober SA, Lodde M, Bodden J, Aichele J, Müller-Leisse C, Renger B, Pfeiffer F, Pfeiffer D. A robust convolutional neural network for lung nodule detection in the presence of foreign bodies. Sci Rep 2020; 10:12987. [PMID: 32737389 PMCID: PMC7395787 DOI: 10.1038/s41598-020-69789-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 07/14/2020] [Indexed: 12/24/2022] Open
Abstract
Lung cancer is a major cause of death worldwide. As early detection can improve outcome, regular screening is of great interest, especially for certain risk groups. Besides low-dose computed tomography, chest X-ray is a potential option for screening. Convolutional network (CNN) based computer aided diagnosis systems have proven their ability of identifying nodules in radiographies and thus may assist radiologists in clinical practice. Based on segmented pulmonary nodules, we trained a CNN based one-stage detector (RetinaNet) with 257 annotated radiographs and 154 additional radiographs from a public dataset. We compared the performance of the convolutional network with the performance of two radiologists by conducting a reader study with 75 cases. Furthermore, the potential use for screening on patient level and the impact of foreign bodies with respect to false-positive detections was investigated. For nodule location detection, the architecture achieved a performance of 43 true-positives, 26 false-positives and 22 false-negatives. In comparison, performance of the two readers was 42 ± 2 true-positives, 28 ± 0 false-positives and 23 ± 2 false-negatives. For the screening task, we retrieved a ROC AUC value of 0.87 for the reader study test set. We found the trained RetinaNet architecture to be only slightly prone to foreign bodies in terms of misclassifications: out of 59 additional radiographs containing foreign bodies, false-positives in two radiographs were falsely detected due to foreign bodies.
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Affiliation(s)
- Manuel Schultheiss
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany.
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany.
| | - Sebastian A Schober
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | - Marie Lodde
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Jannis Bodden
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Juliane Aichele
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Christina Müller-Leisse
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Bernhard Renger
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Franz Pfeiffer
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
| | - Daniela Pfeiffer
- Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, 81675, München, Germany
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Pharmacists detecting atrial fibrillation in general practice: a qualitative focus group study. BJGP Open 2020; 4:bjgpopen20X101042. [PMID: 32576574 PMCID: PMC7465581 DOI: 10.3399/bjgpopen20x101042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 01/10/2020] [Indexed: 11/06/2022] Open
Abstract
Background Atrial fibrillation (AF) affects up to 10% of people aged ≥65 years, yet a third of all cases remain undetected. Practice-based pharmacists are in an ideal position to facilitate opportunistic AF screening, while increasing general practice capacity at a time of workforce crisis. Aim To explore the perspectives of three stakeholder groups involved in the ‘Pharmacists Detecting Atrial Fibrillation’ (PDAF) study to elucidate the facilitators and barriers to pharmacist-led AF screening in general practice. Design & setting A qualitative study took place, comprising homogeneous focus groups with stakeholders in Kent, UK. Method The stakeholder groups — patients, general practice staff (GPS), and clinical pharmacists (CPs) — were recruited using convenience sampling. Audio-recordings were transcribed verbatim and analysed using a deductive Theoretical Domains Framework (TDF) approach. Results Twenty-five patients, four pharmacists, and nine practice staff participated in six focus groups. Three main themes were identified: knowledge and awareness; prioritisation of resources; and environmental considerations. The public’s lack of awareness of AF-related risks and pharmacist-led screening services was highlighted. Practice-based pharmacists were perceived as an underutilised educational resource which, together with novel electrocardiogram devices, enabled convenient access to screening while reducing GPs’ workload. Participants agreed that AF screening should be incorporated into personalised health checks and at-risk groups should be prioritised, such as care home residents. Patients favoured the general practice environment over the community pharmacy where concerns of privacy, staffing, and commercialisation were raised. Conclusion The findings of this study support the introduction of pharmacist-led AF screening programmes in general practice surgeries. Commissioners should consider the added value of utilising CPs and focus on the delivery of AF screening within an integrated service.
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Vermeer NCA, van der Valk MJM, Snijders HS, Vasen HFA, Gerritsen van der Hoop A, Guicherit OR, Liefers GJ, van de Velde CJH, Stiggelbout AM, Peeters KCMJ. Psychological distress and quality of life following positive fecal occult blood testing in colorectal cancer screening. Psychooncology 2020; 29:1084-1091. [PMID: 32237002 PMCID: PMC7317528 DOI: 10.1002/pon.5381] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 03/11/2020] [Accepted: 03/21/2020] [Indexed: 12/19/2022]
Abstract
OBJECTIVE This study aimed to assess psychological functioning, quality of life, and regret about screening after a positive fecal immunochemical test (FIT) and subsequent colonoscopy, and to evaluate changes over time. METHODS This is a prospective cohort study. Individuals aged 55 to 75 with a positive FIT that were referred for colonoscopy between July 2017 and November 2018, were invited to complete questionnaires related to psychological distress and health-related quality of life at three predefined time points: before colonoscopy, after histopathology result notification, and after 6 months. Four questionnaires were used: the Psychological Consequences Questionnaire (PCQ), the six-item Cancer Worry Scale (CWS), the Decision Regret Scale (DRS), and the 36-item Short-Form (SF-36). RESULTS A total of 1066 participants out of 2151 eligible individuals were included. Patients with cancer showed a significant increase in psychological dysfunction (P = .01) and cancer worry (P = .008) after colonoscopy result notification, and a decline to pre-colonoscopy measurements after 6 months. In the no-cancer groups, psychological dysfunction and cancer worry significantly decreased over time (P < .05) but there was no ongoing decline. After 6 months, 17% of participants with no cancer experienced high level of cancer worry (CWS ≥ 10). Yet, only 5% reported high level of regret about screening participation (DRS > 25). A good global quality of life was reported in participants with no cancer. CONCLUSION Some psychological distress remains up to 6 months after colonoscopy in participants who tested false-positive in the Dutch bowel cancer screening program.
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Affiliation(s)
- Nina C A Vermeer
- Department of Surgery, Leiden University Medical Centre, Leiden, The Netherlands
| | | | - Heleen S Snijders
- Department of Surgery, Groene Hart ziekenhuis, Gouda, The Netherlands
| | - Hans F A Vasen
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, The Netherlands
| | | | - Onno R Guicherit
- Department of Surgery, Haaglanden Medical Centre, Leidschendam, The Netherlands
| | - Gerrit-Jan Liefers
- Department of Surgery, Leiden University Medical Centre, Leiden, The Netherlands
| | | | - Anne M Stiggelbout
- Medical Decision Making, Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, The Netherlands
| | - Koen C M J Peeters
- Department of Surgery, Leiden University Medical Centre, Leiden, The Netherlands
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Yonder: Dementia diagnosis, false-positive screening results, haemorrhoids, and the sexual harassment of doctors. Br J Gen Pract 2019; 69:505. [DOI: 10.3399/bjgp19x705821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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