An ounce of prevention? (Health Care Technology).The pervasive Increase in the cost of medical care has stimulated myriad responses that can be broadly subdivided into two categories: (1) decreasing the cost of medical care for symptomatic diseases and (2) decreasing the Incidence of disease. Decreasing the cost of care can involve medical management strategies deployed by managed care organizations--implementing practice guidelines practice guidelines Medical practice A set of recommendations for Pt management that identifies a specific or range of range of management strategies. See Peer review organization, Practice standards. Cf 'Cookbook' medicine. , monitoring hospital length of stays, physician profiling, and medical necessity criteria. In contrast, prevention focuses on modifying risk factors, either through patient education and lifestyle changes or primarily drug interventions when risk factors are considered unmodifiable. While preventive health care is intuitively attractive, both from a disease morbidity and cost of care aspect, it is most effective when the natural history of a disease can be precisely predicted and when there is effective therapy to modify the risk factor. The evolving treatment of HIV HIV (Human Immunodeficiency Virus), either of two closely related retroviruses that invade T-helper lymphocytes and are responsible for AIDS. There are two types of HIV: HIV-1 and HIV-2. HIV-1 is responsible for the vast majority of AIDS in the United States. infection is such an example. The natural history of HIV infection is closely tied to the viral load, which represents the risk factor for opportunistic Infections and other causes of HIV morbidity and mortality Morbidity and Mortality can refer to:
In contrast, if the natural history is uncertain, perhaps due to its multifactorial multifactorial /mul·ti·fac·to·ri·al/ (mul?te-fak-tor´e-al) 1. of or pertaining to, or arising through the action of many factors. 2. nature, and treatment not entirely effective, there will inevitably be inefficiency in preventive treatment. An unpredictable natural history will result in many patients who are treated who were not destined des·tine tr.v. des·tined, des·tin·ing, des·tines 1. To determine beforehand; preordain: a foolish scheme destined to fail; a film destined to become a classic. 2. to develop the disease. When the preventive intervention is less than 100 percent effective, there will be patients treated who nevertheless develop the disease. The inefficiency of treatment must then be balanced against the effectiveness of preventing versus treating the targeted disease, and the comparative cost of each approach. Complicated balancing act In this complicated balancing act, the inefficiencies of preventive therapy may be buried beneath the surface, due in part to the method of reporting and perhaps to the enthusiasm for preventive medicine in general. For example, results of preventive trials are often most prominently reported in terms of the relative risk reduction, for example, the percentage decrease in the incidence of a certain outcome between the treatment and placebo group. However, the absolute reduction in outcomes may provide a better measure of the treatment efficiency. In a hypothetical example of cholesterol lowering therapy, drug therapy may be associated with a reduction of cardiac mortality from 10 percent in the placebo group to 5 percent in the treatment group. While this may be expressed as a highly significant 50 percent relative risk reduction for mortality, the absolute risk reduction is only 5 percentage points. An interesting way of interpreting this data is to consider how many patients must be treated for one to benefit, referring to the number needed to treat number needed to treat Decision-making The minimum number of Pts to whom a particular intervention must be administered in a trial or controlled study to prevent a single target event. See Absolute risk reduction, Odds ratio, Relative risk reduction, Threshold NNT. (NNT NNT Number needed to Treat (medical) NNT Numero Necesario a Tratar (Spanish: number needed to treat) NNT Nassim Nicholas Taleb (author, essayist) NNT Neural Network Toolbox ), in order to have one additional patient alive at the end of the trial than if all patients were given a placebo. Essentially, if only 5 percent of the group benefited from the treatment, 20 patients must be treated to benefit one patient. The absolute risk reduction and the number needed to treat will vary according to the predictive value of the risk factor, while the relative risk reduction may not. For example, in another hypothetical group of patients with higher underlying risk of cardiovascular mortality, the same cholesterol lowering therapy may reduce the incidence of cardiovascular death from 50 percent in the placebo group to 25 percent in the treatment group. While the relative risk reduction is still 50 percent the absolute risk reduction is 25 percentage points and the number needed to treat drops down to four. More dramatic absolute risk reductions can occur as the incidence of disease rises in the placebo group, due perhaps to an improved predictive value of the risk factor used for patient selection. Preventive health measures To provide perspective, the following discussion focuses on the absolute risk reduction and the numbers needed to treat associated with two preventive health measures that have been widely researched and endorsed: (1) preventing coronary artery disease coronary artery disease, condition that results when the coronary arteries are narrowed or occluded, most commonly by atherosclerotic deposits of fibrous and fatty tissue. by treating hypercholesterolemia Hypercholesterolemia Definition Hypercholesterolemia refers to levels of cholesterol in the blood that are higher than normal. Description Cholesterol circulates in the blood stream. It is an essential molecule for the human body. and (2) preventing fractures by treating osteoporosis. 1. Hypercholesterolemia Guidelines for treating hypercholesterolemia have been published by the National Cholesterol Education Program The National Cholesterol Education Program is a program managed by the National Heart, Lung and Blood Institute, a division of the National Institutes of Health. Its goal is to reduce increased cardiovascular disease rates due to hypercholesterolemia (elevated cholesterol of the National Heart, Lung and Blood Institute. (1) These guidelines established an LDL LDL - ["LDL: A Logic-Based Data-Language", S. Tsur et al, Proc VLDB 1986, Kyoto Japan, Aug 1986, pp.33-41]. level of less than 130 mg/dL as desirable for those without preexisting pre·ex·ist or pre-ex·ist v. pre·ex·ist·ed, pre·ex·ist·ing, pre·ex·ists v.tr. To exist before (something); precede: Dinosaurs preexisted humans. v.intr. coronary heart disease coronary heart disease: see coronary artery disease. coronary heart disease or ischemic heart disease Progressive reduction of blood supply to the heart muscle due to narrowing or blocking of a coronary artery (see atherosclerosis). , and less than 100 mg/dL for those with preexisting coronary heart disease. While dietary therapy and lifestyle alterations are always the first line of treatment, many patients will require additional drug therapy to achieve these LDL goals. Throughout the 1990s a series of trials examined the treatment effectiveness of HMG CoA reductase inhibitors, a class of cholesterol lowering agents also referred to as statins Statins A class of drugs commonly used to lower LDL cholesterol levels. Mentioned in: C-Reactive Protein . (These trials are often referred to as the "statin stat·in n. Any of a class of drugs that inhibit a key enzyme involved in the synthesis of cholesterol and promote receptor binding of LDL cholesterol, resulting in decreased levels of serum cholesterol. trials.") Several examples of the statin trials are profiled in Table 1. While a number of different outcomes were studied, the risk reduction in fatal events is profiled. since by definition, treatment therapy was ineffective. As can be seen from Table 1, the relative risk reduction remains within a relatively narrow range, while the numbers needed to treat exhibits a broader range. The WOSCOPS WOSCOPS Cardiology A trial–West of Scotland Coronary Prevention Study–of the effect of pravastatin on M&M–risk of CHD, malignancy and other outcome data–in men with hypercholesterolemia. See Lipid-lowering therapy, Pravastatin. trial focused on secondary prevention; for example, modifying a risk factor in the absence of symptomatic disease. Here, not unexpectedly the number needed to treat is the highest. 2. Osteoporosis Detecting and treating osteoporosis is a preventive health measure designed to reduce the incidence of fractures, typically of the hip or vertebrae Vertebrae Bones in the cervical, thoracic, and lumbar regions of the body that make up the vertebral column. Vertebrae have a central foramen (hole), and their superposition makes up the vertebral canal that encloses the spinal cord. . Low bone mass is the most predictive risk factor, but fracture risk is multifactorial in nature. Recently, the National Osteoporosis Foundation The National Osteoporosis Foundation (NOF) is an American voluntary health organization dedicated to osteoporosis and bone health. Its headquarters are in Washington, D.C.. recommended treatment for those whose bone mineral density bone mineral density n. See bone density. bone mineral density A measurement of bone mass, expressed as the amount of mineral–in grams divided by the area scanned in cm2. See Bone densitometry. fell below a certain threshold. (6) While exercise, adequate diet, and smoking cessation are important primary prevention measures, many women with low bone mass will require drug therapy. Alendronate alendronate /alen·dro·nate/ (ah-len´dro-nat) a bisphosphonate calcium-regulating agent used in the form of the sodium salt to inhibit the resorption of bone in the treatment of osteitis deformans, osteoporosis, and hypercalcemia related is a drug that was approved by the FDA FDA abbr. Food and Drug Administration FDA, n.pr See Food and Drug Administration. FDA, n.pr the abbreviation for the Food and Drug Administration. in 1993 to treat osteoporosis. A variety of large. randomized ran·dom·ize tr.v. ran·dom·ized, ran·dom·iz·ing, ran·dom·iz·es To make random in arrangement, especially in order to control the variables in an experiment. trials focusing on alendronate were published throughout the 1990s. Only two trials focused on the incidence of fractures, and even then on vertebral ver·te·bral adj. 1. Of, relating to, or of the nature of a vertebra. 2. Having or consisting of vertebrae. 3. Having a spinal column. rather than hip fractures. While vertebral fractures can be associated with significant morbidity, hip fractures are thought to be the most morbid of osteoporosis complications. However, due to the low incidence of fractures in the relatively short timeframe, many studies focused instead on the intermediate outcome of bone mineral density. Therefore, the number needed to treat to avoid one incidence of hip fracture is not known, but is certainly considerably higher than those reported in Table 2. Conclusion In general, compared to the relative risk reduction, the number needed to treat is not prominently reported and in some cases this statistic must be independently calculated from the data presented. Until we are able to Identify more predictive risk factors, there will always be inefficiencies in preventive medicine, and many must be treated for one to benefit. However, the absolute risk reduction and the number needed to treat are useful measures to highlight what can actually be achieved with preventive therapy.
ABLE 1
PROFILE OF REDUCTION IN FATAL EVENTS FOR PATIENTS TREATED FOR
HYPERCHOLESTEROLEMIA
Trial Outcome Relative Risk
Studied Reduction (%)
4S Group (2) Total mortality 29%
Pts with history
of CHD and
elevated cholesterol
CARE Trial (3) Fatal CHD 24%
Pts with history of
CHD but with
average LDL levels
LIPID Trial (4) Fatal CHD 24%
Pts with history of
CHD, broad range
of cholesterol levels
WOSCOPS Trial (5) Nonfatal MI 31%
Pts with elevated or fatal coronary
cholesterol, no CHD event
Trial Absolute Risk Number
Reduction Needed
(percentage points) to Treat
4S Group (2) 6.7 percentage points, from 15
Pts with history 22.6% in placebo group to 15.9%
of CHD and in treatment group
elevated cholesterol
CARE Trial (3) 3 percentage points, from 13.2% 33
Pts with history of in placebo to 10.2%
CHD but with in treatment group
average LDL levels
LIPID Trial (4) 1.9 percentage points, from 8.3% 52
Pts with history of in the placebo group to 6.4%
CHD, broad range in the treatment group
of cholesterol levels
WOSCOPS Trial (5) 2.4 percentage points, from 7.9%
Pts with elevated in placebo group to 5.5%
cholesterol, no CHD in treatment group 96
ABLE 2
TRIALS FOCUSING ON PATIENTS TREATED WITH ALENDRONATE FOR OSTEOPOROSIS
AND THE INCIDENCE OF FRACTURES
Trial Outcome Relative Risk
Studied Reduction
Black et al (7) New vertebral 53%
Women with existing fractures
vertebral fractures
Cummings (8) New fractures 36%
Women with low
bone mass
but no fractures
Trial Absolute Risk Reduction Number Needed
to Treat
Black et al (7) 7 percentage points, from 15% 14
Women with existing in the placebo group to 8%
vertebral fractures in the alendronate group
Cummings (8) 6.5 percentage points, from 19.6% 15
Women with low in the placebo group to 13.1%
bone mass in the alendronate group
but no fractures
Note The Blue Cross and Blue Shield Association
References (1.) Expert Panel on Detection. Evaluation and Treatment of High Blood Cholesterol In Adults, JAMA JAMA abbr. Journal of the American Medical Association 1993;269:3015-23. (2.) The Scandinavian Simvastatin Survival Study The Scandinavian Simvastatin Survival Study (also known under the abbreviation 4S) is a multicenter clinical trial that was performed in 1990s in Scandinavia. Group. Randomized trial of cholesterol lowering In 4,444 patients with coronary heart disease. The Scandinavian Simvastatin Survival Study (4S), Lancet 1994;344:633-8. (3.) Sacks, F.M., Pfeffer, M.A., Moye, L.A. et al. The effect of pravastatin pravastatin /prav·a·stat·in/ (prav´ah-stat?in) an antihyperlipidemic agent that acts by inhibiting cholesterol synthesis, used as the sodium salt in the treatment of hypercholesterolemia and other forms of dyslipidemia and to lower the on coronary events after myocardial Infarction In patients with average cholesterol levels. N Engl J Med 1996;335:1001-9. (4.) The long-term intervention with pravastatin in ischaemic Adj. 1. ischaemic - relating to or affected by ischemia ischemic disease study group. Prevention of cardiovascular events and death with pravastatin in patients with coronary heart disease and a broad range of initial cholesterol levels, N Engl J Med 1998;339:1349-57. (5.) Shepherd. J., Cobbe, S.M., Ford, I. et al. Prevention of coronary heart disease with pravastatin in men with hyperchoiesterolemia, N Engl J Med 1995;333:1301-7. (6.) National Osteoporosis Foundation, Physicians Guide to Prevention and Treatment of Osteoporosis. Washington, DC. National Osteoporosis Foundation, 1998. (7.) Black, D.M., Cummings. S.R., Karpf. D.B. et al. Randomized trial of effect of alendronate on risk of fracture in women with existing vertebral fractures, Lancet 1996;348:1535-41. (8.) Cummings. S.R., Black. D.M.. Thompson, D.E. et al. Effect of alendronate on risk of fracture In women with low bone density but without vertebral fractures. JAMA 1998;280:2077-82. Elizabeth Brown, MD, is National Medical Consultant for the Blue Cross and Blue Shield Association in Chicago. Illinois. She can be reached by calling 312/297-6186 or via email at Elizabeth.Browngsbcbsa.com. |
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