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Intraoperative redosing of cefazolin and risk for surgical site infection in cardiac surgery. (Research).


Intraoperative redosing of prophylactic prophylactic /pro·phy·lac·tic/ (pro?-fi-lak´tik)
1. tending to ward off disease; pertaining to prophylaxis.

2. an agent that tends to ward off disease.


pro·phy·lac·tic
n.
 antibiotics is recommended for prolonged surgical procedures Surgical procedures have long and possibly daunting names. The meaning of many surgical procedure names can often be understood if the name is broken into parts. For example in splenectomy, "ectomy" is a suffix meaning the removal of a part of the body. "Splene-" means spleen. , although its efficacy has not been assessed. We retrospectively compared the risk of surgical site infections in 1,548 patients who underwent cardiac surgery Cardiac surgery is surgery on the heart and/or great vessels performed by a cardiac surgeon. Frequently, it is done to treat complications of ischemic heart disease (for example, coronary artery bypass grafting), correct congenital heart disease, or treat valvular heart disease  lasting > 240 min after preoperative pre·op·er·a·tive
adj.
Preceding a surgical operation.



preoperative

preceding an operation.


preoperative care
the preparation of a patient before operation.
 administration of cefazolin prophylaxis prophylaxis (prō'fĭlăk`sĭs), measures designed to prevent the occurrence of disease or its dissemination. Some examples of prophylaxis are immunization against serious diseases such as smallpox or diphtheria; quarantine to confine . The overall risk of surgical site infection was similar among patients with (43 [9.4%] of 459) and without (101 [9.3%] of 1,089) intraoperative redosing (odds ratio [OR] 1.01, 95% confidence interval confidence interval,
n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
 [CI] 0.70-1.47). However, redosing was beneficial in procedures lasting > 400 min: infection occurred in 14 (7.7%) of 182 patients with redosing and in 32 (16.0%) of 200 patients without (adjusted OR 0.44, 95% CI 0.23-0.86). Intraoperative redosing of cefazolin was associated with a 16% reduction in the overall risk for surgical site infection after cardiac surgery, including procedures lasting < 240 min.

**********

Surgical site infections are important causes of illness and resource utilization (1,2). Perioperative perioperative /peri·op·er·a·tive/ (-op´er-ah-tiv) pertaining to the period extending from the time of hospitalization for surgery to the time of discharge.

per·i·op·er·a·tive
adj.
 antibiotic prophylaxis is widely used to reduce their incidence. On the basis of pharmacokinetic considerations, most published guidelines recommend intraoperative redosing of the prophylactic antibiotic for procedures of prolonged duration to maintain effective antibiotic concentrations (1,3-6).

Support for intraoperative redosing of antibiotics has been inferred from observational studies observational studies,
n.pl an investigational method involving description of the associations be-tween interventions and outcomes. Outcomes research and practice audits are examples of this investigational method.
 in which increased duration of surgery was associated with increased risk for surgical site infection, as well as loss of the protective effect of prophylaxis over time (7-9). However, the actual clinical benefit of intraoperative antibiotic redosing has not been confirmed or quantified in either clinical trials or observational studies.

We therefore carried out a retrospective cohort study A cohort study is a form of longitudinal study used in medicine and social science. It is one type of study design.

In medicine, it is usually undertaken to obtain evidence to try to refute the existence of a suspected association between cause and disease; failure to refute
 to assess the effect of intraoperative redosing of prophylaxis on the occurrence of surgical site infection after prolonged cardiac procedures. Cardiac surgery was chosen for the study because its duration is typically long enough to meet the threshold for redosing in most published guidelines and because it carries a substantial risk for surgical site infection (10,11).

Methods

This retrospective cohort study involved patients operated on in the Division of Cardiac Surgery at Brigham and Women's Hospital Brigham and Women's Hospital (BWH) is a hospital in the Longwood Area of the Boston, Massachusetts neighborhood of Mission Hill. With Massachusetts General Hospital, it is one of the two founding members of Partners HealthCare. , Boston, Massachusetts “Boston” redirects here. For other uses, see Boston (disambiguation).
Boston is the capital and most populous city of Massachusetts.[3] The largest city in New England, Boston is considered the unofficial economic and cultural center of the entire New
, from April 1, 1998, to September 30, 1999. The study population was restricted to patients who received a first preoperative 1-g dose of cefazolin beginning [less than or equal to] 90 minutes before incision of the skin and whose procedures lasted [greater than or equal to] 240 minutes after that dose. This minimum duration was chosen because it was the redosing interval recommended by the hospital's guidelines during the study period. No antibiotic redosing was given for any procedures of shorter duration; they would therefore not have contributed to our study. Patients were excluded if they received therapeutic antibiotics at the time of surgery. Patients were included only once in the analysis.

Intraoperative redosing was defined as the administration of a second dose of cefazolin at any time before surgical closure. In addition to the preoperative dose and an intraoperative redose when applicable, patients typically had at least six additional 1-g doses of cefazolin prescribed during the postoperative period.

For each eligible operation, the following data were abstracted from the anesthesiologist's report: age and sex of patient, date and type of surgery, surgeon, and the time of all antibiotic administrations. In addition, data on reoperations during the same hospital stay (except if reoperation followed a diagnosis of a surgical site infection) were collected from the hospital information system. To avoid comparisons between small subgroups, surgeries were categorized as to whether they included coronary artery bypass grafting coronary artery bypass graft
n. Abbr. CABG
A surgical procedure in which a section of vein or other conduit is grafted between the aorta and a coronary artery below the region of an obstruction in that artery.
.

Surgical site infections were prospectively identified by modified National Nosocomial Infection Nosocomial infection
An infection that can be acquired in a hospital. ABPA is a nosocomial infection.

Mentioned in: Allergic Bronchopulmonary Aspergillosis, Hospital-Acquired Infections, Pseudomonas Infections

 Surveillance methods and criteria (1) by an infection control practitioner who did not know whether the patient had received an intraoperative redose of antibiotic. This method encompassed both inpatient components and postdischarge information from the surgeons' offices.

To compare the patients who had received intraoperative redosing of cefazolin with those who had not, we used the 2-sided Wilcoxon rank sum test for continuous variables and the chi-square test chi-square test: see statistics.  for proportions. The significance level was 0.05 in all tests. Significant univariate predictors of surgical site infection were then candidates for inclusion in a logistic regression In statistics, logistic regression is a regression model for binomially distributed response/dependent variables. It is useful for modeling the probability of an event occurring as a function of other factors.  model that was built through a forward selection process (12). The absence or presence of intraoperative antibiotic redosing was always forced in the model, as was an interaction term of procedure duration and intraoperative redosing, as described below. The model was then tested for confounding confounding

when the effects of two, or more, processes on results cannot be separated, the results are said to be confounded, a cause of bias in disease studies.


confounding factor
 by each of the excluded covariates. The Wald test The Wald test is a statistical test, typically used to test whether an effect exists or not. In other words, it tests whether an independent variable has a statistically significant relationship with a dependent variable.  was used to report the significance level of the predictors in the final model (13). The odds of surgical site infection were also compared for redosing, categorized as either absent, given after 240 min, or given within 240 min, with the likelihood ratio test used to assess deviance from linearity.

To investigate whether intraoperative redosing had different effects on the risk for infection across different procedure durations, we created an interaction term with duration (categorized as < 300 min, 300 to 400 min, or > 400 min) and intraoperative redosing. These thresholds were chosen before the analysis began. The likelihood ratio test was used to assess the significance of this interaction term. Statistical analyses were performed with SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System.  statistical software (SAS Inc., Cary, NC).

Results

Among 2,751 cardiac operations performed from April 1998 through September 1999, 1,886 (69%) lasted > 240 min from the time of preoperative administration of antibiotic prophylaxis. We excluded 214 procedures (11%) because the patients received antibiotics other than cefazolin for prophylaxis, 44 (2%) because cefazolin had been administered either after surgical incision Noun 1. surgical incision - the cutting of or into body tissues or organs (especially by a surgeon as part of an operation)
incision, section

cutting, cut - the act of penetrating or opening open with a sharp edge; "his cut in the lining revealed the hidden
 or > 90 min before; 17 (1%) because of ongoing antibiotic therapy; and 8 (0.4%) because the patients had already been included in the analysis. Data were available for 1,548 (97%) of the 1,603 eligible patients.

Intraoperative redosing of cefazolin was administered to 459 (30%) of the patients, including 276 (18%) who received it within 240 min. These patients were compared with those who did not receive redosing (Table 1). The mean duration of surgery, measured from the administration of the preoperative dose of antibiotic, was significantly longer (p = 0.0001) in patients who were redosed. The distribution of surgeons also differed between the two groups. Intraoperative redosing was not associated with any of the available covariates, i.e., age, sex, type of surgery, need for reoperation, or calendar date.

Surgical site infection was diagnosed in 144 (9.3%) patients. One third of these infections were deep. There was no statistically significant difference among surgeon-specific infection rates (range 7.7% to 11.3%). In the whole study population, the overall risk for infection was similar in patients who received intraoperative redosing of cefazolin (43 [9.4%] of 459) and in those who did not (101 [9.3%] of 1,089) (OR 1.01, 95% CI 0.70 - 1.47). Multivariate analysis multivariate analysis,
n a statistical approach used to evaluate multiple variables.

multivariate analysis,
n a set of techniques used when variation in several variables has to be studied simultaneously.
 showed that the risk for surgical site infection increased with patient age and procedure duration and was also higher in coronary artery bypass grafting surgery. The latter finding was expected because of the additional incision for vein graft harvesting. There was also a significant interaction between surgery duration and intraoperative redosing (p = 0.015); redosing was associated with a lower infection rate in the longer procedures but not shorter ones.

Independent predictors of surgical site infection were analyzed for two categories of procedure duration (Table 2). Intraoperative redosing had a significant protective effect only in procedures lasting > 400 min, for which it was associated with a 0.44 odds ratio (OR; 95% confidence interval [CI] 0.23 to 0.86) of surgical site infection. This corresponds approximately to a 56% reduction in risk for infection among these procedures, resulting in a risk that does not differ significantly from that observed in surgery that lasted 240 to 400 min.

We also explored different redosing schedules during procedures of > 400 min. There was a significant trend toward a lower risk for infection when redose was either not given, given after 240 min, or given within 240 min (p = 0.001).

Of the patients who received prophylaxis with cefazolin, 20% had a procedure that lasted > 400 min. For all patients, including those with a procedure lasting < 240 min, we estimate that the infection rate in the absence of any redosing would have been 9.4%. If every patient whose procedure lasted > 240 min had been redosed, the expected infection rate would have been 7.9%, representing a 16% reduction in the overall risk of postoperative surgical site infection attributable to redosing. The distribution of this expected risk in operations more or less than 400 min in duration, with or without redosing, is shown in the Figure.

[FIGURE OMITTED]

Since procedures had been arbitrarily categorized before inspection of the data according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 a duration of more or less than 400 min, we analyzed the impact of intraoperative redosing with different thresholds of duration. The benefit of intraoperative redosing was significant for a boundary between 385 and 415 min. However, there was a general trend toward greater benefit for higher thresholds.

Discussion

This retrospective study retrospective study,
a study in which a search is made for a relationship between one phenomenon or condition and another that occurred in the past (e.g.
 demonstrates that intraoperative redosing of cefazolin provided additional protection against surgical site infection among patients undergoing cardiac surgery lasting longer than approximately 6.5 to 7 h. Although this group includes only a minority of procedures, we estimate from our data that a strategy of redosing in all procedures > 240 min long results in a 16% reduction in the overall infection rate in cardiac surgery. This rate in our study population was comparable with that reported by others (10,11,14,15). The benefit from redosing had been assumed but had not been proven, and the minimum duration at which redosing is beneficial had been derived from theoretical considerations. Redosing provided similar protection from both deep and superficial infections (data not shown).

The positive association between duration of surgery and risk for surgical site infection has been reported (7-9). Our data show that this association persists even when antibiotic is redosed. This observation suggests that the risk related to duration not only reflects a diminution of antibiotic concentration over time but also may be a proxy for risk factors independent of antibiotic use, such as the technical difficulty of the procedure.

Guidelines usually recommend redosing intervals of 3 to 4 h for cefazolin (1,3-6). In a study on hysterectomy hysterectomy (hĭstərĕk`təmē), surgical removal of the uterus. A hysterectomy may involve removal of the uterus only or additional removal of the cervix (base of the uterus), fallopian tubes (salpingectomy), and ovaries , for instance, a protective effect of prophylaxis was no longer observed when the operation lasted > 3.3 h (8). The benefit extended beyond this threshold in our study, a finding that may reflect the markedly prolonged serum half-life of cefazolin during cardiopulmonary bypass cardiopulmonary bypass
n.
A procedure to circulate and oxygenate the blood during heart surgery involving the diversion of blood from the heart and lungs through a heart-lung machine and the return of oxygenated blood to the aorta.
. Although the half-life of cefazolin is 1.8 h in healthy persons (3), several studies have shown a slower elimination during cardiopulmonary bypass (14,16,17). Therefore, any benefit of redosing in noncardiac surgery may be observed for shorter procedures than in cardiac surgery.

This study has several limitations. Because of its retrospective design, the results were adjusted for a limited number of risk factors for surgical site infection, including surgery duration, age of the patient, and need for reoperation. Certain coexisting conditions, such as diabetes mellitus diabetes mellitus

Disorder of insufficient production of or reduced sensitivity to insulin. Insulin, synthesized in the islets of Langerhans (see Langerhans, islets of), is necessary to metabolize glucose. In diabetes, blood sugar levels increase (hyperglycemia).
 or obesity, smoking status, length of previous hospital stay, and a violation of asepsis asepsis: see antiseptic.  during surgery, are among the predictors of surgical site infection that might confound our results, should they be related to the probability of an intraoperative antibiotic redose. Since the most plausible effect of a high-risk profile is to increase the likelihood of intraoperative redosing, adjustment for this profile would increase the apparent benefit. If patients undergoing more complicated (and therefore more infection-prone) procedures were less likely to be redosed for any reason, the effect of redosing would be overestimated. However, in that case, we would expect to see an effect for all procedures, not only longer ones. Our study also provides no information about the utility of additional doses of prophylaxis after surgery. Finally, our sample size limits the precision of our estimates, especially the ability to identify a precise threshold beyond which redosing is beneficial. Thus, we do not know whether similar protection could be obtained by redosing cefazolin only beyond the 400-min threshold. In an exploratory analysis of timing of the redose, there was a significant trend toward higher benefit when a redose was given within 240 min. Therefore, our results should not be used to support an extension of the 3- to 4-h redosing interval recommended by most guidelines (1,3-6).

We conclude that redosing of cefazolin prophylaxis for most cardiac procedures can prevent a substantial fraction of surgical site infections. It will be worthwhile to examine the effects of intraoperative redosing in other procedures.

This study was supported in part by cooperative agreement UR8/CCU115079 from the Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center. . Dr. Zanetti is supported by grants from the University Hospital of Lausanne and the Leenaards Foundation, Lausanne, Switzerland.
Table 1. Characteristics of patients undergoing cardiac surgery

                          Intraoperative antibiotic
                                  redosing

                        Yes              No
Variable             (n = 459)      (n = 1,089)       p

Mean age (range,    65.2 (17-91)    65.7 (20-92)    NS (a)
years)
Mean duration of     393 (241-       345 (241-      0.0001
surgery (b)             900)            700)
Male sex (%)         328 (71.5)      744 (68.3)       NS
Type of surgery
  CABG               317 (69.1)      784 (72.0)       NS
  Others             142 (30.9)      305 (28.0)
Reoperation (c)       53 (11.6)      105 (9.6)        NS

(a) NS = not significant; CABG = coronary artery bypass graft.

(b) Minutes elapsed between administration of preoperative antibiotics
and skin closure.

(c) Reoperation within the same hospital stay is included, except for
surgery following a diagnosis of surgical site infection.
Table 2. Independent predictors of surgical site infections after
cardiac surgery

                                  Adjusted        95%
                                 odds ratio    confidence
Predictor                        for SSI (a)    interval     p (b)

Procedures lasting [less than
or equal to] 400 min
Age (c)                             1.2        1.00-1.45     0.049
CABG surgery                        1.84       1.05-3.20     0.032
Duration of surgery (d)             1.38       1.00-1.82     0.032
Intraoperative redosing of          1.27       0.80-2.02     0.319
antibiotics
Procedures lasting >400 min
CABG surgery                        2.2        1.05-4.61     0.036
Intraoperative redosing of          0.44       0.23-0.86     0.016
antibiotics

(a) SSI: surgical site infection; CABG: coronary artery bypass graft.

(b) Wald test.

(c) Odds ratio for every additional decade of age.

(d) Odds ratio for every additional hour of surgery.


References

(1.) Mangram AJ, Horan TC, Pearson ML, Silver LC, Jarvis WR, the Hospital Infection Control Practices Advisory Committee. Guideline for prevention of surgical site infection, 1999. Infect Control Hosp Epidemiol 1999;20:250-78.

(2.) Kernodle DS, Kaiser AB. Postoperative infections and antimicrobial prophylaxis. In: Mandell GL, Bennett JE, Dolin R, editors. Principles and practice of infectious diseases infectious diseases: see communicable diseases. . 4th ed. New York New York, state, United States
New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of
: Churchill Livingstone Imprint of a medical publishing company owned by Elsevier Ltd, but previously owned by Harcourt and Pearsons. Originally formed from Livingstone, Edinburgh, Scotland, and J & A Churchill, London, UK, and subsequently with an office in New York, but now integrated with the rest of ; 1995. p. 2742-61.

(3.) Dellinger EP, Gross PA, Barrett TL, Krause PJ, Martone WJ, McGowan JE, et al. Quality standard for antimicrobial prophylaxis in surgical procedures. Clin Infect Dis 1994;18:422-7.

(4.) Page CP, Bohnen JM, Fletcher JR, McManus AT, Solomkin JS, Wittmann DH. Antimicrobial prophylaxis for surgical wounds. Guidelines for clinical care. Arch Surg 1993;128:79-88.

(5.) ASHP ASHP American Society of Hospital Pharmacists.  Commission on Therapeutics. ASHP therapeutic guidelines on antimicrobial prophylaxis in surgery Antimicrobial prophylaxis refers to the prevention of infection complications following surgical procedures. Such infections are observed with relative frequency, even after "sterile" operations. . Clin Pharm 1992;11:483-513.

(6.) Martin C, the French Study Group on Antimicrobial Prophylaxis in Surgery, the French Society of Anesthesia and Intensive Care. Antimicrobial prophylaxis in surgery: general concepts and clinical guidelines. Infect Control Hosp Epidemiol 1994;15:463-71.

(7.) Kaiser AB, Herrington JL, Jacobs JK, Mulherin JL, Roach AC, Sawyers JL. Cefoxitin versus erythromycin erythromycin (ĭrĭth'rōmī`sĭn), any of several related antibiotic drugs produced by bacteria of the genus Streptomyces (see antibiotic). , neomycin neomycin (nē'ōmī`sĭn), broad spectrum antibiotic effective against both gram positive and gram negative bacteria (see Gram's stain). , and cefazolin in colorectal operations. Importance of the duration of the surgical procedure. Ann Surg 1983;198:525-30.

(8.) Shapiro M, Munoz A, Tager IB, Schoenbaum SC, Polk BF. Risk factors for infection at the operative site after abdominal or vaginal hysterectomy vaginal hysterectomy
n.
The surgical removal of the uterus through the vagina without incising the wall of the abdomen.


vaginal hysterectomy 
. N Engl J Med 1982;307:1661-6.

(9.) Coppa GP, Eng K. Factors involved in antibiotic selection in elective colon and rectal surgery. Surgery 1988;104:853-8.

(10.) L'Ecuyer PB, Murphy D, Little JR, Fraser VJ. The epidemiology of chest and leg wound infections following cardiothoracic surgery Cardiothoracic surgery is the field of medicine involved in the surgical treatment of diseases affecting organs inside the thorax (the chest). Generally treatment of conditions of the heart (heart disease) and lungs (lung disease). . Clin Infect Dis 1996;22:424-9.

(11.) Sands K, Yokoe D, Hooper D, Tully J, Platt R. A multi-institutional comparison of surgical site infection surveillance by screening of administrative and pharmacy data. Proceedings of the 8th Annual Meeting of the Society for Healthcare Epidemiology of America; San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden , CA, 1999. Thorofare (NJ): Slack Inc.; 2000. Abstract M35.

(12.) Hosmer DWJ DWJ Diana Wynne Jones (Fantasy author) , Lemeshow S. Model building strategies and methods for logistic regression. In: Applied logistic regression. 2nd ed. New York: Wiley; 1989. p. 82-134.

(13.) Hosmer DWJ, Lemeshow S. Introduction to the logistic regression model. Testing for the significance of the coefficients. In: Applied logistic regression. 2nd ed. New York: Wiley; 1989. p. 11-8.

(14.) Maki DG, Bohn MJ, Stolz SM, Kroncke GM, Acher CW, Myerowitz PD. Comparative study of cefazolin, cefamandole, and vancomycin vancomycin (văn'kōmī`sĭn), antibiotic resembling penicillin in the way it acts. It is derived from the bacterium Streptomyces orientalis, which was isolated from soil of India and Indonesia.  for surgical prophylaxis in cardiac and vascular operations. J Thorac Cardiovasc Surg 1992;104:1423-34.

(15.) Harbarth S, Samore MH, Lichtenberg D, Carmeli Y. Prolonged antibiotic prophylaxis after cardiovascular surgery cardiovascular surgery Heart surgery An operation for repairing structural defects of the cardiovascular system Examples CABG, repair of congenital heart defects, varicose veins, aortic aneurysms, ventricular remodeling, transmyocardial  and its effect on surgical site infections and antimicrobial resistance. Circulation 2000;101:2916-21.

(16.) Platt R, Munoz A, Stella J, VanDevanter S, Koster JK. Antibiotic prophylaxis for cardiovascular surgery. Ann Intern Med 1984;101:770-4.

(17.) Goldmann DA, Hopkins CC, Karchmer AW, Abel RN, McEnany T, Akins C, et al. Cephalotin prophylaxis in cardiac valve cardiac valve
n.
Any of the valves regulating the flow of blood through and from the heart, consisting of the aortic valve, the left and right atrioventricular valves, and the pulmonary valve.
 surgery. J Thorac Cardiovasc Surg 1977;73:470-9.

Giorgio Zanetti, * ([dagger]) Richard Giardina, * and Richard Platt * ([double dagger double dagger
n.
A reference mark () used in printing and writing. Also called diesis.

Noun 1.
])

* Brigham and Women's Hospital, Harvard Medical School Harvard Medical School (HMS) is one of the graduate schools of Harvard University. It is a prestigious American medical school located in the Longwood Medical Area of the Mission Hill neighborhood of Boston, Massachusetts. , and the CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
 Eastern Massachusetts Prevention Epicenter, Boston, Massachusetts, USA; ([dagger]) University Hospital, Lausanne, Switzerland; and ([double dagger]) Harvard Medical School and Harvard Pilgrim Health Care, Boston, Massachusetts, USA

Dr. Zanetti is an associate hospital epidemiologist and infectious diseases attending physician at Lausanne University Hospital, Lausanne, Switzerland. He is also a visiting scientist at Channing Laboratory, Brigham and Women's Hospital, Boston. His research focus includes optimization of antibiotic use, surgical site infection, and infection in cancer and intensive care unit patients.

Address for correspondence: Giorgio Zanetti, Division of Infectious Diseases, University Hospital, 1011 Lausanne, Switzerland; fax: 41-21-314-1018; e-mail: Giorgio.Zanetti@chuv.hospvd.ch
COPYRIGHT 2001 U.S. National Center for Infectious Diseases
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2001, Gale Group. All rights reserved. Gale Group is a Thomson Corporation Company.

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Author:Platt, Richard
Publication:Emerging Infectious Diseases
Article Type:Statistical Data Included
Geographic Code:1USA
Date:Sep 1, 2001
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