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           Epidemiology and the Evidence-Based



           Medicine Approach




           AUDREY RUPLE, BRENDA N. BONNETT, AND RODNEY L. PAGE







           Epidemiology is defined as the study of the distribution and deter-  and molecular characterization of tumors), therapeutic interven-
           minants of disease in populations. Historically epidemiologic   tions  (e.g., interventional  surgery  and targeted,  small-molecule
           methods  were  used primarily  in  veterinary  populations  for  the   chemotherapy), and the expanding field of genomics in cancer
           investigation of outbreaks and/or epidemics of infectious disease,   research. This is attributable in part to the presumption that
           yet the philosophies, attitudes, methodologies, and application   most clients want care for their pets at a level similar to that they
           of epidemiology are in fact more broadly applicable to research   themselves receive. Therefore many approaches and interventions
           and clinical practice, regardless of species, disease, or discipline. In   have been adopted from human medicine and applied to animals
           fact, epidemiologic principles form the foundation of evidence-  despite considerable gaps in evidence as to their efficacy and/or
           based medicine (EBM), an approach to the practice of health care   effectiveness in the veterinary clinical situation. In addition, even
           that is now well accepted in the human and veterinary medicine   where a sufficient quantity of studies is present, the quality and
           fields. For a clinician, using the EBM approach involves a com-  consistency of reporting is frequently inadequate to allow system-
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           mitment to base all decisions on the best available evidence and   atic review or adequate comparison between studies.  This issue is
           to be explicit about the level and quality of evidence on which   not unique to oncology and has spawned efforts to improve the
           decisions are based. An extensive literature is available on EBM   reporting of veterinary studies, with a longer term goal of improv-
           and evidence-based practice in the human medicine field (e.g.,   ing the quality of work. 1–7  To approach a level of care in veterinary
           The Cochrane Collaboration [http://www.cochrane.org/]) and   oncology truly similar to that in humans, there will need to be an
           in the veterinary field (e.g., Evidence-Based Veterinary Medicine   increased focus on EBM. Further information and articles perti-
           Association [https://ebvma.org/]). The EBM approach can and   nent to challenges of applying EBM in practice can be found on
           should be applied to all interventions, including diagnosis and   the website of the Evidence-Based Veterinary Medicine Associa-
           prognosis, choice of preventive and clinical therapies applied to   tion (https://ebvma.org) and the Centre for Evidence-Based Vet-
           individuals, and decisions about health policy or control programs   erinary Medicine (http://www.nottingham.ac.uk/cevm/).
           for populations.                                        In this chapter, we focus on quantifying the occurrence of
             Pathophysiology forms the basis of our understanding of   cancer (incidence, prevalence) and risk factors for cancer (causal
           health and disease, but this knowledge, even combined with clin-  reasoning, associations). An evidence-based approach to diagno-
           ical acumen and experience, is not sufficient grounds for decision   sis, prognosis, and selection of therapeutic interventions will be
           making across the spectrum of activities of health professionals.   proposed, although other authors in this text will present specific
           To have confidence that our interventions will be beneficial, we   details of diagnosis, prognosis, and therapy for specific cancers.
           need to understand that personal and expert opinion are only   Rather than presenting an exhaustive or systematic review of the
           anecdotal evidence, unless they are based on a valid appraisal of   literature in this chapter, we will highlight the relevant literature.
           available evidence from the literature. In addition to embrac-  Our aim is to provide a guide for the application of epidemiologic
           ing the philosophy of EBM, all clinicians must develop the   principles to oncology, in general and for clinical practice.
           knowledge and skills, such as information management, critical
           appraisal, and causal reasoning, that are needed to assess evidence   Measures of Disease Occurrence
           to determine that their chosen interventions are both efficacious
           and effective (see glossary of terms in Table 4.1). Unfortunately,   Complete and accurate cancer surveillance data are the founda-
           especially in veterinary medicine, there are many gaps in our evi-  tion needed to make appropriate conclusions about the burden
           dence base, in terms of both validity and relevance of published   of disease, to make recommendations for cancer prevention and
           studies.                                              control, and for the design of analytic studies to identify causal
             In veterinary medicine, in general and in certain special-  associations between exposures and cancer risk. Here we cover the
           ties including oncology, the trend has been toward a heightened   measures used to quantify cancer occurrence such as incidence,
           sophistication of practice, including the use of advanced technolo-  prevalence, and proportional measures and the types of data used
           gies in diagnostic testing (e.g., state-of-the-art imaging techniques   to calculate them.


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