Abstract
During the last decades, the rules of evidence-based medicine have increasingly influenced clinical practice and progressively expanded their role from therapy to diagnostics. Secondary studies, that are finalized to summarize the evidence available in the published literature on a given topic, acquired a prominent role in the decision to recommend in favor or against a medical technology. These studies favored the adoption of breast MRI for screening high-risk women by governmental bodies and guidelines. Thus, in this chapter we: (1) describe systematic reviews and meta-analyses (SR&MAs) in the context of contemporary medicine and the practice of healthcare systems; (2) provide a brief history of SRs; (3) present an overview of the methods of SRs and of MAs, including the differentiation between study-level, also called aggregate-data MAs, and individual-patient (or -participant) data MAs, summarizing their advantages and limitations; (4) present the results of SR&MAs performed on breast MRI for screening high-risk women, looking not only at reinforced knowledge about the capability of MRI but also at new knowledge acquired through meta-analytic methods that the original individual primary studies were not able to provide; and (5) examine the contributions of cost-effective analyses to this topic.
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Notes
- 1.
There are cases when the systematic review (and the selection of published papers) cannot generate data suitable for a new synthesis. In these circumstances, we will have the systematic review with the description of the available data, without the meta-analysis.
- 2.
Note that in this context the term technology refers to any medical or surgical practice as well as to any medicines or devices.
- 3.
Note that survival and mortality are not supplementary quantities. This is due to the fact that survival is usually computed on a cohort of patients diagnosed with a disease while mortality is computed as rate for inhabitants of a given territory. In the case of relevant increase of overdiagnosis, temporal trends for the two quantities can be strongly contradictory: strong increase of survival versus stability of mortality.
- 4.
The reader can find an extended discussion on the impact of breast MRI high-risk screening on patient outcome in Chap. 13.
- 5.
- 6.
The reader can find an extended discussion on breast MRI screening for the intermediate risk in Chap. 22.
Abbreviations
- AD:
-
Aggregate data
- AUC:
-
Area under the curve
- BC:
-
Breast cancer
- CBE:
-
Clinical breast examination
- CEA:
-
Cost-effectiveness analysis
- CI:
-
Confidence interval
- EBM:
-
Evidence-based medicine
- HTA:
-
Health technology assessment
- IPD:
-
Individual patient data
- LTR:
-
Lifetime risk
- MA:
-
Meta-analysis
- MRI:
-
Magnetic resonance imaging
- NLR:
-
Negative likelihood ratio
- NSN:
-
Number of screens needed
- PLR:
-
Positive likelihood ratio
- PPV:
-
Positive predictive value
- QALYs:
-
Quality-adjusted life years
- ROC:
-
Receiver operating characteristics
- SR:
-
Systematic review
- US:
-
Ultrasonography, Ultrasound
References
Cooper HM (2010) Research synthesis and meta-analysis: a step-by-step approach, 4th edn. SAGE, Los Angeles
Chalmers I, Hedges LV, Cooper H (2002) A brief history of research synthesis. Eval Health Prof 25:12–37
Deeks JJ, Bossuyt PM, Gatsonis C (eds) Cochrane handbook for systematic reviews of diagnostic test accuracy version 1.0. The Cochrane Collaboration. http://srdta.cochrane.org/. Accessed 30 Jun 2020
Higgins JPT, Green S (eds) (2011) Cochrane handbook for systematic reviews of interventions. Version 5.1.0. The Cochrane Collaboration. http://handbook.cochrane.org. Accessed 30 Jun 2020
Sanders GD, Neumann PJ, Basu A et al (2016) Recommendations for conduct, methodological practices, and reporting of cost-effectiveness analyses: second panel on cost-effectiveness in health and medicine. JAMA 316:1093–1103
Oxford Centre for Evidence-based Medicine (2009) Levels of Evidence. http://www.cebm.net/oxford-centre-evidence-based-medicine-levels-evidence-march-2009/. Accessed 30 Jun 2020
Lind J (1753) A treatise of the scurvy: in three parts, containing an inquiry into the nature, causes, and cure, of that disease, together with a critical and chronological view of what has been published on the subject. http://www.who.int/iris/handle/10665/72991. Accessed 30 Jun 2020
Brunt L (2001) The advent of the sample survey in the social sciences. Statistician 50:179–189. https://doi.org/10.1111/1467-9884.00270. Accessed 30 Jun 2020
National Health System Centre for Reviews and Dissemination (2001) Undertaking systematic reviews of research on effectiveness. CRD’s guidance for those carrying out or commissioning reviews. CRD Report Number 4, 2nd edn, University of York. http://ph.cochrane.org/sites/ph.cochrane.org/files/public/uploads/Unit_One.pdf. Accessed 30 Jun 2020
Cochrane AL (1989) Foreword. In: Chalmers I, Enkin M, Keirse MJNC (eds) Effective care in pregnancy and childbirth. Oxford University Press, Oxford
Chalmers I, Altman DG (eds) (1995) Systematic reviews. BMJ Books, London
Egger M, Davey Smith G, Altman D (eds) (2001) Systematic reviews in health care: meta-analysis in context, 2nd edn. BMJ Books, London
National Library of Medicine. https://www.ncbi.nlm.nih.gov/pubmed. Accessed 30 Jun 2020
Gusenbauer M (2018) Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases. Scientometrics. https://doi.org/10.1007/s11192-018-2958-5. Accessed 30 Jun 2020
Ware M, Mabe M (2015) The STM report: an overview of scientific and scholarly journal publishing. University of Nebraska, Lincoln. http://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1008&context=scholcom. Accessed 30 Jun 2020
Sardanelli F, Di Leo G (2009) Biostatistics for radiologists. Springer, Milan, pp 166–178
Whiting PF, Rutjes AW, Westwood ME et al; QUADAS-2 Group (2011) QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med 155:529–536
Macaskill P, Gatsonis C, Deeks JJ, Harbord RM, Takwoingi Y (2010) Chapter 10: Analysing and presenting results. In: Deeks JJ, Bossuyt PM, Gatsonis C (eds), Cochrane handbook for systematic reviews of diagnostic test accuracy version 1.0. The cochrane collaboration. http://srdta.cochrane.org/. Accessed 30 Jun 2020
Houssami N, Ciatto S, Macaskill P et al (2008) Accuracy and surgical impact of magnetic resonance imaging in breast cancer staging: systematic review and meta-analysis in detection of multifocal and multicentric cancer. J Clin Oncol 26:3248–3258
Reitsma JB, Glas AS, Rutjes AW, Scholten RJ, Bossuyt PM, Zwinderman AH (2005) Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews. J Clin Epidemiol 58:982–990
Riley RD, Lambert PC, Abo-Zaid G (2010) Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ 340:c221
Sardanelli F, Alì M, Hunink MG, Houssami N, Sconfienza LM, Di Leo G (2018) To share or not to share? Expected pros and cons of data sharing in radiological research. Eur Radiol 28:2328–2335
Burke DL, Ensor J, Riley RD (2017) Meta-analysis using individual participant data: one-stage and two-stage approaches, and why they may differ. Stat Med 36:855–875
Tudur Smith C, Marcucci M, Nolan SJ et al (2016) Individual participant data meta-analyses compared with meta-analyses based on aggregate data. Cochrane Database Syst Rev 9:MR000007
Ioannidis JP, Lau J (1999) Pooling research results: benefits and limitations of meta-analysis. Jt Comm J Qual Improv 25:462–469
Poryo M, Khosrawikatoli S, Abdul-Khaliq H, Meyer S (2017) Potential and limitations of Cochrane reviews in pediatric cardiology: a systematic analysis. Pediatr Cardiol 38:719–733
Sardanelli F, Podo F (2007) Breast MR imaging in women at high-risk of breast cancer. Is something changing in early breast cancer detection? Eur Radiol 17:873–887
Saslow D, Boetes C, Burke W et al; American Cancer Society Breast Cancer Advisory Group (2007) American Cancer Society guidelines for breast screening with MRI as an adjunct to mammography. CA Cancer J Clin 57:75–89
Lord SJ, Lei W, Craft P et al (2007) A systematic review of the effectiveness of magnetic resonance imaging (MRI) as an addition to mammography and ultrasound in screening young women at high risk of breast cancer. Eur J Cancer 43:1905–1917
Warner E, Messersmith H, Causer P, Eisen A, Shumak R, Plewes D (2008) Systematic review: using magnetic resonance imaging to screen women at high risk for breast cancer. Ann Intern Med 148:671–679
Granader EJ, Dwamena B, Carlos RC (2008) MRI and mammography surveillance of women at increased risk for breast cancer: recommendations using an evidence-based approach. Acad Radiol 15:1590–1595
Phi XA, Houssami N, Obdeijn IM et al (2015) Magnetic resonance imaging improves breast screening sensitivity in BRCA mutation carriers age ≥ 50 years: evidence from an individual patient data meta-analysis. J Clin Oncol 33:349–356
Phi XA, Saadatmand S, De Bock GH et al (2016) Contribution of mammography to MRI screening in BRCA mutation carriers by BRCA status and age: individual patient data meta-analysis. Br J Cancer 114:631–617
Phi XA, Houssami N, Hooning MJ et al (2017) Accuracy of screening women at familial risk of breast cancer without a known gene mutation: individual patient data meta-analysis. Eur J Cancer 85:31–38
Plevritis SK, Kurian AW, Sigal BM et al (2006) Cost-effectiveness of screening BRCA1/2 mutation carriers with breast magnetic resonance imaging. JAMA 295:2374–2384
Griebsch I, Brown J, Boggis C et al; UK Magnetic Resonance Imaging in Breast Screening (MARIBS) Study Group (2006) Cost-effectiveness of screening with contrast enhanced magnetic resonance imaging vs x-ray mammography of women at a high familial risk of breast cancer. Br J Cancer 95:801–810
Moore SG, Shenoy PJ, Fanucchi L, Tumeh JW, Flowers CR (2009) Cost-effectiveness of MRI compared to mammography for breast cancer screening in a high risk population. BMC Health Serv Res 9:9
Taneja C, Edelsberg J, Weycker D, Guo A, Oster G, Weinreb J (2009) Cost effectiveness of breast cancer screening with contrast-enhanced MRI in high-risk women. J Am Coll Radiol 6:171–179
de Bock GH, Vermeulen KM, Jansen L et al (2013) Which screening strategy should be offered to women with BRCA1 or BRCA2 mutations? A simulation of comparative cost-effectiveness. Br J Cancer 108:1579–1586
Pataky R, Armstrong L, Chia S (2013) Cost-effectiveness of MRI for breast cancer screening in BRCA1/2 mutation carriers. BMC Cancer 13:339
Ahern CH, Shih YC, Dong W, Parmigiani G, Shen Y (2014) Cost-effectiveness of alternative strategies for integrating MRI into breast cancer screening for women at high risk. Br J Cancer 111:1542–1551
Monticciolo DL, Newell MS, Moy L, Niell B, Monsees B, Sickles EA (2018) Breast cancer screening in women at higher-than-average risk: recommendations from the ACR. J Am Coll Radiol 15:408–414
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Sardanelli, F., Di Leo, G., Houssami, N. (2020). Systematic Reviews, Meta-Analyses, and Cost-Effective Analyses on Breast MRI Screening of High-Risk Women. In: Sardanelli, F., Podo, F. (eds) Breast MRI for High-risk Screening. Springer, Cham. https://doi.org/10.1007/978-3-030-41207-4_11
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DOI: https://doi.org/10.1007/978-3-030-41207-4_11
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