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Taylor-Phillips S, Jenkinson D, Stinton C, Kunar MA, Watson DG, Freeman K, Mansbridge A, Wallis MG, Kearins O, Hudson S, Clarke A. Fatigue and vigilance in medical experts detecting breast cancer. Proc Natl Acad Sci U S A 2024; 121:e2309576121. [PMID: 38437559 PMCID: PMC10945845 DOI: 10.1073/pnas.2309576121] [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: 06/08/2023] [Accepted: 12/19/2023] [Indexed: 03/06/2024] Open
Abstract
An abundance of laboratory-based experiments has described a vigilance decrement of reducing accuracy to detect targets with time on task, but there are few real-world studies, none of which have previously controlled the environment to control for bias. We describe accuracy in clinical practice for 360 experts who examined >1 million women's mammograms for signs of cancer, whilst controlling for potential biases. The vigilance decrement pattern was not observed. Instead, test accuracy improved over time, through a reduction in false alarms and an increase in speed, with no significant change in sensitivity. The multiple-decision model explains why experts miss targets in low prevalence settings through a change in decision threshold and search quit threshold and propose it should be adapted to explain these observed patterns of accuracy with time on task. What is typically thought of as standard and robust research findings in controlled laboratory settings may not directly apply to real-world environments and instead large, controlled studies in relevant environments are needed.
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Affiliation(s)
- Sian Taylor-Phillips
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - David Jenkinson
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Chris Stinton
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Melina A. Kunar
- Department of Psychology, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Derrick G. Watson
- Department of Psychology, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Karoline Freeman
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Alice Mansbridge
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
| | - Matthew G. Wallis
- Cambridge Breast Unit and National Institute for Health and Care Research (NIHR) Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Trust, CambridgeCB2 0QQ, United Kingdom
| | - Olive Kearins
- Screening Quality Assurance Service, National Health Service (NHS) England, BirminghamB2 4HQ, United Kingdom
| | - Sue Hudson
- Peel and Schriek Consulting Limited, London NW3 4QG, United Kingdom
| | - Aileen Clarke
- Division of Health Sciences, Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom
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Maajani K, Jalali A, Alipour S, Khodadost M, Tohidinik HR, Yazdani K. The Global and Regional Survival Rate of Women With Breast Cancer: A Systematic Review and Meta-analysis. Clin Breast Cancer 2019; 19:165-177. [PMID: 30952546 DOI: 10.1016/j.clbc.2019.01.006] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 01/10/2019] [Accepted: 01/19/2019] [Indexed: 12/22/2022]
Abstract
Breast cancer is the most common cancer among women in the world. The aim of this study was to measure the global and regional survival rates of women with breast cancer. We searched Medline/PubMed, Web of Science, Scopus, and Google Scholar to identify cohort studies on the survival rate of women with primary invasive breast cancer until the end of June 2017. We used random effect models to estimate the pooled 1-, 3-, 5-, and 10-year survival rates. Subgroup analysis and meta-regression models were used to investigate the potential sources of heterogeneity. One hundred twenty-six studies were included in the meta-analysis. Between-study heterogeneities in the 1-, 3-, 5-, and 10-year survival rates were significantly high (all I2s > 50%; P = .001). The global 1-, 3-, 5-, and 10-year pooled survival rates in women with breast cancer were 0.92 (95% confidence interval [CI], 0.90-0.94), 0.75 (95% CI, 0.71-0.79), 0.73 (95% CI, 0.71-0.75), and 0.61% (95% CI, 0.54-0.67), respectively. Subgroup analysis revealed that survival rates varied in different World Health Organization regions, age and stage at diagnosis, year of the studies, and degree of development of countries. Meta-regression indicated that year of the study (β = 0.07; P = .002) and development of country (β = -0.1; P = .0001) were potential sources of heterogeneity. The survival rate was improved in recent decades; however, it is lower in developing regions than developed ones.
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Affiliation(s)
- Khadije Maajani
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Arash Jalali
- Department of Research, Tehran Heart Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sadaf Alipour
- Breast Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran; Department of Surgery, Arash Women's Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahmoud Khodadost
- Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Gerash University of Medical Sciences, Gerash, Iran
| | - Hamid Reza Tohidinik
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Kamran Yazdani
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
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van Bommel R, Voogd AC, Louwman MW, Strobbe LJ, Venderink D, Duijm LEM. Screening outcome in women repeatedly recalled for the same mammographic abnormality before, during and after the transition from screen-film to full-field digital screening mammography. Eur Radiol 2016; 27:553-561. [PMID: 27180183 DOI: 10.1007/s00330-016-4399-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 04/08/2016] [Accepted: 05/02/2016] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The aim of this study was to retrospectively determine screening outcome in women recalled twice for the same mammographic lesion before, during, and after transition from screen-film (SFM) to full-field digital screening mammography (FFDM). METHODS We included women with a repeated recall for the same mammographic abnormality (37 at subsequent SFM-screening, obtained between January 2000-April 2010; respectively 54 and 65 women with a prior SFM-screen or FFDM-screen followed by subsequent FFDM-screening, obtained between May 2009-July 2013). RESULTS At SFM-screening, repeated recalls for the same lesion comprised 1.2 % of recalls (37/3217), including 13 malignancies (positive predictive value (PPV), 35.1 %). During the SFM to FFDM transition (SFM-screen followed by FFDM-screen), FFDM recalls comprised more repeated recalls for the same lesion (2.2 %, P = 0.002), with a lower PPV (14.8 %, P = 0.02). This proportion increased to 2.8 % after transition to FFDM (i.e., two successive FFDM-screens), with 16 malignancies (PPV, 24.6 %). Invasive cancers at repeated recall were smaller than interval cancers (T1a-c, 79.4 versus 46.8 %, P = 0.001), with less lymph node involvement (20.6 versus 46.5 %, P = 0.007). CONCLUSIONS More women are repeatedly recalled for the same mammographic abnormality during and after the transition from SFM to FFDM-screening, with comparable cancer risks before and after the transition. These cancers show better prognostic characteristics than interval cancers. KEY POINTS • FFDM-screening increases the number of repeated recalls for the same mammographic abnormality. • The PPV of these recalls is comparable before and after transition to FFDM-screening. • Cancers diagnosed after a repeated recall are smaller than interval cancers. • These cancers also show less lymph node involvement than interval cancers.
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Affiliation(s)
- Rob van Bommel
- Department of Radiology, Catharina Hospital, PO Box 1530, 5602 ZA, Eindhoven, The Netherlands
| | - Adri C Voogd
- Department of Epidemiology, Maastricht University, PO Box 616, 6200 MD, Maastricht, The Netherlands.,Department of Research, Netherlands Comprehensive Cancer Organization (IKNL), PO Box 19079, 3501 DB, Utrecht, The Netherlands
| | - Marieke W Louwman
- Department of Research, Netherlands Comprehensive Cancer Organization (IKNL), PO Box 19079, 3501 DB, Utrecht, The Netherlands
| | - Luc J Strobbe
- Department of Surgery, Canisius-Wilhelmina Hospital, PO Box 9015, 6500 GS, Nijmegen, The Netherlands
| | - Dick Venderink
- Department of Radiology, Canisius-Wilhelmina Hospital, Weg door Jonkerbos 100, PO Box 9015, 6500 GS, Nijmegen, The Netherlands
| | - Lucien E M Duijm
- Department of Radiology, Canisius-Wilhelmina Hospital, Weg door Jonkerbos 100, PO Box 9015, 6500 GS, Nijmegen, The Netherlands. .,Dutch Reference Centre for Screening, PO Box 6873, 6503GJ, Nijmegen, The Netherlands.
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Domingo L, Romero A, Blanch J, Salas D, Sánchez M, Rodríguez-Arana A, Ferrer J, Ibáñez J, Vega A, Laso MS, Castells X, Sala M. Clinical and radiological features of breast tumors according to history of false-positive results in mammography screening. Cancer Epidemiol 2013; 37:660-5. [DOI: 10.1016/j.canep.2013.07.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 07/22/2013] [Accepted: 07/23/2013] [Indexed: 12/01/2022]
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Furiak NM, Kahle‐Wrobleski K, Callahan C, Klein TM, Klein RW, Siemers ER. Screening and treatment for Alzheimer's disease: Predicting population‐level outcomes. Alzheimers Dement 2012; 8:31-8. [DOI: 10.1016/j.jalz.2011.05.2415] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2011] [Revised: 04/28/2011] [Accepted: 05/31/2011] [Indexed: 12/15/2022]
Affiliation(s)
| | | | - Christopher Callahan
- Regenstrief Institute, Inc., Indiana University School of MedicineIndianapolisINUSA
| | | | | | - Eric R. Siemers
- Lilly Research Laboratories Eli Lilly and CompanyIndianapolisINUSA
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How reassuring is a normal breast ultrasound in assessment of a screen-detected mammographic abnormality? A review of interval cancers after assessment that included ultrasound evaluation. Clin Radiol 2011; 66:928-39. [DOI: 10.1016/j.crad.2011.03.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2010] [Revised: 03/07/2011] [Accepted: 03/23/2011] [Indexed: 11/21/2022]
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Duijm LEM, Groenewoud JH, de Koning HJ, Coebergh JW, van Beek M, Hooijen MJHH, van de Poll-Franse LV. Delayed diagnosis of breast cancer in women recalled for suspicious screening mammography. Eur J Cancer 2008; 45:774-81. [PMID: 19046632 DOI: 10.1016/j.ejca.2008.10.020] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2008] [Revised: 10/19/2008] [Accepted: 10/24/2008] [Indexed: 02/07/2023]
Abstract
PURPOSE To determine the frequency, pathology and causes of a delay in cancer diagnosis in women recalled for suspicious screening mammography. METHODS We included all 290,943 screening mammograms of women aged 50-75 years, who underwent biennial screening mammography between 1st January 1995 and 1st January 2006. During a follow-up period of at least 2 years, clinical data, breast imaging reports, biopsy results and breast surgery reports were collected of all 3513 women with a positive screening result. Tumour stages of breast cancers with a diagnostic delay (defined as breast cancer confirmation more than 3 months following a positive mammography screen) were compared with those of cancers diagnosed within 3 months following referral and with interval cancers. RESULTS A diagnostic delay occurred in 97 (6.5%) of 1503 screen-detected cancers. These 97 false-negative assessments comprised significantly more ductal cancers in situ (26.8%) than did cancers with an adequate assessment after recall (15.5%, p=0.004) or interval cancers (3.7%, p<0.001). Compared with interval cancers, cancers with a false-negative assessment had a more favourable tumour size (T1a-c, 87.3% versus T1a-c, 46.4%; p<0.001) and showed significantly fewer cases with axillary lymph node metastases (22.5% versus 48.2%; p<0.001). Between hospitals having performed the workup of at least 500 referred women each, the percentage of women with a false-negative assessment varied from 5.0% to 9.1% (p=0.03). In these hospitals, improper classification of lesions at diagnostic mammography comprised 64.4% of false-negative assessments. CONCLUSION We found that 6.5% of recalled women experienced a delay in breast cancer diagnosis, with significant performance variations between hospitals.
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Affiliation(s)
- Lucien E M Duijm
- Department of Radiology, Catharina Hospital, Eindhoven, The Netherlands.
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Ciatto S, Houssami N, Ambrogetti D, Bonardi R, Collini G, Del Turco MR. Minority report – false negative breast assessment in women recalled for suspicious screening mammography: imaging and pathological features, and associated delay in diagnosis. Breast Cancer Res Treat 2006; 105:37-43. [PMID: 17115112 DOI: 10.1007/s10549-006-9425-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2006] [Accepted: 10/01/2006] [Indexed: 10/23/2022]
Abstract
AIM We studied imaging, pathology and diagnostic aspects of false negative assessment (FNA) in women recalled for suspicious screening mammography. METHOD Subjects were women aged 50-69 years undergoing biennial screening mammography within the Florence District screening programme from January 1992-December 2001 (339,953 consecutive screens). We identified all cancers occurring in women recalled to assessment and ascertained, and reviewed, all cases considered as negative on assessment and subsequently diagnosed with breast cancer. We compared imaging features, tumour histology and stage, and diagnostic testing on assessment for all women with cancer, and presentation and length of delay in women falsely negative on assessment. RESULTS Eleven thousand six hundred and twenty four women were recalled to diagnostic assessment (recall rate = 3.4%) predominantly for suspicious mammography (9,216 positive screens). Breast cancer was missed in 57 cases: a FNA rate of 0.50% (0.37-0.62%) and comprising 4.1% (3.0-5.1%) of cancers occurring in women recalled after a positive screen. Two types of abnormalities were significantly more frequent in FNA cases than cancers detected at assessment: mass with regular borders (21.1 vs. 5.6%, p = 10(-5)), and asymmetrical density (22.8 vs. 5.4%, p = 10(-5)). On review 56% of FNAs were benign or probably benign BI-RADS categories. FNA occurred in 1.4% of early recalls and in 0.4% of initial assessment (p=0.0001). Significantly fewer tests were performed when assessing missed cancers than detected cancers with the most significant difference noted for FNAC (29.8 vs. 96.0%, p=10(-6)); mammography as the only evaluation on assessment was more frequent in missed cancers (31.5% vs 0.2%, p = 10(-6)). The 57 missed cases were subsequently diagnosed at early recall (2 cases), next biennial screen (11 cases), or as interval breast cancers (44 cases) with a mean delay in diagnosis of 628 days. Tumour histology, size and nodal status did not significantly differ between cancers missed and cancers diagnosed on assessment. CONCLUSION False negatives on assessment represent a minority group in whom screening has failed. They might be reduced by adopting a more intensive diagnostic approach to assessment. Although there was no evidence of a worse prognosis in cancers missed at assessment, the delay in diagnosis is substantial and may impact long-term outcomes.
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Affiliation(s)
- S Ciatto
- Centro per lo Studio e la Prevenzione Oncologica (CSPO), Florence, Italy
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