Physicians in the era of genomic medicine will have the opportunityto move from intense, crisis-driven intervention to predictivemedicine. Over the next decade or two, it seems likely thatwe will screen entire populations or specific subgroups forgenetic information in order to target interventions to individualpatients that will improve their health and prevent disease.Until now, population screening involving genetics has focusedon the identification of persons with certain mendelian disordersbefore the appearance of symptoms and thus on the preventionof illness1 (e.g., screening of newborns for phenylketonuria),the testing of selected populations for carrier status, andthe use of prenatal diagnosis to reduce the frequency of diseasein subsequent generations (e.g., screening to identify carriersof TaySachs disease among Ashkenazi Jews). But in thefuture, genetic information will increasingly be used in populationscreening to determine individual susceptibility to common disorderssuch as heart disease, diabetes, and cancer. Such screeningwill identify groups at risk so that primary-prevention efforts(e.g., diet and exercise) or secondary-prevention efforts (earlydetection or pharmacologic intervention) can be initiated. Suchinformation could lead to the modification of screening recommendations,which are currently based on population averages (e.g., screeningof people over 50 years of age for the early detection of colorectalcancer).2
In this review, we describe current and evolving principlesof population screening in genetics. We also provide examplesof issues related to screening in the era of genomic medicine.
Principles of Population Screening
The principles of population screening developed in 1968 byWilson and Jungner3 form a basis for applying genetics in populationscreening. These principles emphasize the importance of a givencondition to public health, the availability of an effectivescreening test, the availability of treatment to prevent diseaseduring a latent period, and cost considerations. Wald outlinedthree elements of screening: the identification of persons likelyto be at high risk for a specific disorder so that further testingcan be done and preventive actions taken, outreach to populationsthat have not sought medical attention for the condition, andfollow-up and intervention to benefit the screened persons.4Several groups have used these principles to develop policiesregarding genetic testing in populations.5 Screening of newborns,which has been carried out in the United States since the early1960s, serves as a foundation for other types of genetic screening.6,7
Audiometry is used to screen newborns for hearing defects. Thefrequency of deafness in childhood is as high as 1 in 500.22These programs are based in hospitals and are therefore decentralized.7Mutations in the gene for connexin 26 account for 40 percentof all cases of childhood hearing loss, with a carrier rateof 3 percent in the population.23 A single mutation is responsiblefor most of these cases in a mixed U.S. population.23 A differentmutation is predominant among Ashkenazi Jews.24Two-tiered testingin which audiometry is followed by DNA testing for mutationsin the connexin 26 gene may be a useful and cost-effective approachto screening for hearing loss.25 Early detection provides thepossibility of aggressive intervention to improve a child'slanguage skills, provide cochlear implants, or do both.23
In 1999, the American Academy of Pediatrics and the Health Resourcesand Services Administration convened the Newborn Screening TaskForce to address the lack of consistency in the disorders includedin screening programs and the testing methods used in the variousstates.26 The group concluded that there should be a nationalconsensus on the diseases tested for in state programs of newbornscreening. The American Academy of Pediatrics, American Collegeof Medical Genetics, Health Resources and Services Administration,Centers for Disease Control and Prevention, March of Dimes,and other groups are working together to create a national agendafor newborn screening.
A disorder that may be included in newborn screening tests iscystic fibrosis. Cystic fibrosis has been included in the newborn-screeningprogram in Colorado since the demonstration that some affectedinfants had malnutrition as a result of the pancreatic dysfunction.27This observation was confirmed by a randomized trial in Wisconsininvolving infants with a positive newborn-screening test forcystic fibrosis.28 In the study, infants with a positive testwere randomly assigned to a screened group (in which physicianswere informed of the positive screening result) or a controlgroup (in which physicians were informed of the positive screeningresult when the child was four years of age if cystic fibrosishad not been diagnosed clinically or if the child's parentshad not asked about the results of the screening test). In Wisconsin,infants are first tested with the use of an immunoreactive trypsinogenassay29; if the result is positive, the test is followed upwith a DNA test of the original specimen of dried blood obtainedfor newborn screening.30,31,32 The cost of each follow-up DNAtest for infants with positive results on the immunoreactivetrypsinogen assay was estimated to be $3 to $5.31
A new form of technology, tandem mass spectrometry, detectsmore than 20 disorders, not all of which can be treated. A justificationfor introducing tandem mass spectrometry is the identificationof newborns with medium-chain acylcoenzyme A (CoA) dehydrogenasedeficiency (Figure 1). Without early detection and intervention,this deficiency leads to episodic hypoglycemia, seizures, comaassociated with intercurrent illnesses and fasting, and a riskof death of approximately 20 percent after the first episodein the first and second year of life.33,34 Management of medium-chainacylCoA dehydrogenase deficiency involves educating familiesabout the dangers of hypoglycemia, which can be triggered byfasting, with resulting fat catabolism, during intercurrentillnesses and by inadequate caloric intake, and of the needfor aggressive intervention with intravenous glucose if hypoglycemiadoes occur. For many of the other disorders detected by tandemmass spectrometry, treatment is not available, but familieswill potentially be spared "diagnostic odysseys" with a severelyill child.35 The eventual goal is collaborative research todetermine the appropriate treatment after early diagnosis.7,36In addition, this information may be useful for genetic counselingof these families. A cause for concern is that tandem mass spectrometrymay detect metabolic variations of unknown clinical significance,creating unwarranted anxiety in parents and health care professionals.
Figure 1. Results of Screening by Tandem Mass Spectrometry for Medium-Chain AcylCoenzyme A (CoA) Dehydrogenase Deficiency in an Affected Patient (Panel A) and a Control Subject (Panel B).
IS denotes internal standard. (Figure provided courtesy of John E. Sherwin, Ph.D.)
Carrier Screening of Adult Populations for Single-Gene Disorders
TaySachs Disease
Carrier screening for TaySachs disease has targeted AshkenaziJewish populations of childbearing age.37 In a 30-year period,51,000 carriers have been identified, resulting in the identificationof 1400 two-carrier couples.37 Another approach has been takenin Montreal, where high-school students learn about TaySachsdisease and thalassemia as part of a biology course. Those ofAshkenazi Jewish descent can request carrier testing for TaySachsdisease, and those of Mediterranean ancestry can be tested forthalassemia.38 When women who have been identified as carriersin high school later consider becoming pregnant, they bringtheir partners in for testing. Although this program has beenvery successful in Canada, the culture and the legal environmentin the United States, including a standard that does not allowhigh-school students to consent to medical care and the implicationsfor insurability, may prohibit the adoption of such a model.39
Cystic Fibrosis
Northern Europeans have a carrier frequency of cystic fibrosisof 1 in 25 to 1 in 30; the rate is lower in other ethnic andcultural groups.17A 1997 National Institutes of Health ConsensusDevelopment Conference40 recommended that the following populationsbe screened for mutations associated with cystic fibrosis: theadult family members of patients with cystic fibrosis, the partnersof patients with cystic fibrosis, couples planning a pregnancy,and couples seeking prenatal care. Since more than 900 differentmutations associated with cystic fibrosis have been reportedin the literature,41 the establishment of screening programshas been difficult. However, the American College of MedicalGenetics, the American College of Obstetricians and Gynecologists,and the National Institutes of Health agreed that mutationswith a carrier frequency of at least 0.1 percent in the generalpopulation should be screened for, resulting in a panel of 25mutations recommended for carrier testing.42 These guidelinessuggest that carrier testing should be offered to all non-Jewishwhite persons and Ashkenazi Jews and that other ethnic and culturalgroups should be informed of the limitations of the panel todetect carriers in their group (in the case of black persons)or of the low incidence of cystic fibrosis in their group (inthe cases of Asian and Native American persons).
Mutations in the gene associated with cystic fibrosis have alsobeen associated with obstructive azoospermia in men43 and withchronic rhinosinusitis.44,45 The guidelines recommend includingin the screening panel a test for the R117H mutation, whichis associated with congenital bilateral absence of the vas deferens.42If the R117H mutation is found, further testing and geneticcounseling are recommended.42
Population Screening for Genetic Susceptibility to Common Diseases
Several groups have recently addressed the value of populationscreening for genetic susceptibility to conditions with onsetin adulthood.46,47,48Table 2 presents a synthesis of the suggestedmodifications to the 1968 criteria,3 based on current principles.
Table 2. Principles of Population Screening as Applied to Genetic Susceptibility to Disease.
Hereditary hemochromatosis and the thrombophilia that resultsfrom carrying a single copy of a factor V Leiden gene are twoadult-onset illnesses to which the suggested revised principlesfor population screening would apply (Table 2), and these illnessesalso reflect the complex scientific and social issues involvedin screening for risk factors for disease. As shown by Waldet al.,49 screening for risk factors for nondiscrete traitsthat are distributed continuously may not be beneficial evenif the factors are associated with a high risk of disease (e.g.,high cholesterol levels and heart disease). This is becauserisk factors are determined by comparing the probability ofdisease at each end of the distribution of the risk factor (thosewith the highest level of risk and those with the lowest levelof risk). Those with a moderate level of risk are not considered.The likelihood of a disorder, given a positive screening result,is expressed relative to the average risk of the entire population.The goal of screening is to identify individual persons witha high risk in comparison to everyone else.
Hereditary Hemochromatosis
Many consider hereditary hemochromatosis to be the key exampleof the need for population screening in the genomic era,50 butgaps in our knowledge preclude the recommendation of populationscreening for this disorder. This policy issue was discussedby an expert-panel workshop held by the Centers for DiseaseControl and Prevention and the National Human Genome ResearchInstitute.51 The panel concluded that population genetic testingfor mutations in HFE, the gene for hereditary hemochromatosis,could not be recommended because of uncertainty about the naturalhistory of the disease, age-related penetrance, optimal carefor persons without symptoms who are found to carry mutations,and the psychosocial impact of genetic testing.52,53 On theother hand, mutation analysis may be useful in confirming thediagnosis of hereditary hemochromatosis in persons with abnormalindexes of iron metabolism. A meta-analysis of studies54 showedthat homozygosity for the C282Y mutation was associated withthe highest risk of hereditary hemochromatosis. The risks associatedwith other genotypes, including C282Y/H63D and H63D/H63D, weremuch lower. A recent large cohort study in the Kaiser PermanenteSouthern California health care network suggests that the diseasepenetrance for HFE mutations may be quite low.55 Only 1 of the152 subjects who were homozygous for C282Y had symptoms of hereditaryhemochromatosis.
Several questions remain regarding the benefits and risks ofidentifying and treating persons without symptoms who are athigh risk for hereditary hemochromatosis (i.e., through populationscreening). This process should be clearly distinguished fromearly case finding, which could include testing of iron status,and analysis for mutations in HFE, in persons who present withclinical symptoms consistent with a diagnosis of hereditaryhemochromatosis. The natural history of hereditary hemochromatosis particularly age-related penetrance remainsunknown. Despite the relatively high prevalence of the two mostcommon mutations in the U.S. population,56 questions persistregarding the nature and prevalence of mutations in specificethnic and cultural groups, as well as the morbidity57 and mortality58associated with this disease. Therefore, questions remain concerningthe persons most likely to benefit from early treatment andthus about the optimal timing of screening and effective intervention,as well as ethical and psychosocial issues59 (Table 2).
Factor V Leiden
Factor V is an important component of the coagulation cascadeleading to the conversion of prothrombin into thrombin and theformation of clots.60 In factor V Leiden, the triplet codingfor arginine (CGA) at codon 506 is replaced by CAA, which codesfor glutamine (R506Q), resulting in thrombophilia or an increasedpropensity for clot formation.61 The prevalence of factor VLeiden varies.62,63 Among persons of northern European descent,the prevalence is about 5 percent. The highest prevalence offactor V Leiden is found in Sweden and in some Middle Easterncountries; it is virtually absent in African and Asian populations.Heterozygosity for factor V Leiden results in an increase inthe incidence of venous thrombosis by a factor of 4 to 9.64,65
The question of whether it is beneficial to screen women forfactor V Leiden before prescribing oral contraceptives remainscontroversial. Venous thrombosis is relatively rare, and themortality associated with venous thrombosis is low among youngwomen.67 More than half a million women would need to be screenedfor factor V Leiden resulting in tens of thousands ofwomen being denied prescriptions for oral contraceptives to prevent a single death. In addition to medical and financialconsiderations, there are issues related to the quality of life,the risk of illness and death from unwanted pregnancy, and concernabout possible discrimination by insurance companies. In 2001,the American College of Medical Genetics stated that the opinionsand practices regarding testing for factor V Leiden vary considerably,and no consensus has emerged.68
These examples show why it is essential that data continue tobe analyzed to inform decision making for individual personsand populations.
Ethical, Legal, and Social Issues
The following are among the ethical, legal, and social issuesinvolved in population-based screening that confront healthcare providers, policymakers, and consumers.
Testing Children for Adult-Onset Disorders
Two committees of the American Academy of Pediatrics have recentlyaddressed the issue of molecular genetic testing of childrenand adolescents for adult-onset disease.69,70 The Committeeon Genetics69 recommended that persons under 18 years of agebe tested only if testing offers immediate medical benefitsor if another family member benefits and there is no anticipatedharm to the person being tested. The committee regarded geneticcounseling before and after testing as an essential part ofthe process.
The Committee on Bioethics70 agreed with the Newborn ScreeningTask Force27 that the inclusion of tests in the newborn-screeningbattery should be based on evidence and that there should beinformed consent for newborn screening (which is currently notrequired in the majority of states). The Committee on Bioethicsdid not support the use of carrier screening in persons under18 years of age, except in the case of an adolescent who ispregnant or is planning a pregnancy. It recommended againstpredictive testing for adult-onset disorders in persons under18 years.
Unanticipated Information
Misattribution of Paternity
The American Society of Human Genetics has recommended thatfamily members not be informed of misattributed paternity unlessdetermination of paternity was the purpose of the test.71 However,it must be recognized that such a policy may lead to misinformationregarding genetic risk.
Unexpected Associations among Diseases
In the course of screening for one disease, information regardinganother disease may be discovered. Although the person may haverequested screening for the first disorder, the presence ofthe second disorder may be unanticipated and may lead to stigmatizationand discrimination on the part of insurance companies and employers.Informed consent should include cautions regarding unexpectedfindings from the testing.
Oversight and Policy Issues
In 1999, the Secretary's Advisory Committee on Genetic Testingwas established to advise the Department of Health and HumanServices on the medical, scientific, ethical, legal, and socialissues raised by the development and use of genetic tests (http://www4.od.nih.gov/oba/sacgt.htm).72The committee conducted public outreach to identify issues regardinggenetic testing. There was an overwhelming concern on the partof the public regarding discrimination in employment and insurance.The advisory committee recommended the support of legislationpreventing discrimination on the basis of genetic informationand increased oversight of genetic testing. The Food and DrugAdministration was charged as the lead agency and was urgedto take an innovative approach and consult experts outside theagency. The goal is to generate specific language for the labelingof genetic tests, much as drugs are described in the Physicians'Desk Reference.73 Such labeling would provide persons considering,and health professionals recommending, genetic tests with informationabout the clinical validity and value of the test whatinformation the test will provide, what choices will be availableto people after they know their test results, and the limitsof the test.
In conclusion, although the use of genetic information for populationscreening has great potential, much careful research must bedone to ensure that such screening tests, once introduced, willbe beneficial and cost effective.
Source Information
From the Office of Genomics and Disease Prevention, Centers for Disease Control and Prevention, Atlanta (M.J.K.); and the Departments of Human Genetics and Pediatrics, the David Geffen School of Medicine at UCLA, and the UCLA Center for Society, the Individual and Genetics, Los Angeles (L.L.M., E.R.B.M.).
Address reprint requests to Dr. Edward McCabe at the Department of Pediatrics, David Geffen School of Medicine at UCLA, 10833 Le Conte Ave., Los Angeles, CA 90095-1752, or at emccabe{at}mednet.ucla.edu.
References
Juengst ET. "Prevention" and the goals of genetic medicine. Hum Gene Ther 1995;6:1595-1605. [Medline]
Ransohoff DF, Sandler RS. Screening for colorectal cancer. N Engl J Med 2002;346:40-44. [Free Full Text]
Wilson JMG, Jungner G. Principles and practice of screening for disease. Public health papers no. 34. Geneva: World Health Organization, 1968.
Wilfond BS, Thomson EJ. Models of public health genetics policy development. In: Khoury MJ, Burke W, Thomson EJ, eds. Genetics and public health in the 21st century: using genetic information to improve health and prevent disease. New York: Oxford University Press, 2000:61-82.
Committee for the Study of Inborn Errors of Metabolism. Genetic screening: programs, principles, and research. Washington, D.C.: National Academy of Sciences, 1975.
McCabe LL, Therrell BL Jr, McCabe ERB. Newborn screening: rationale for a comprehensive, fully integrated public health system. Mol Genet Metab (in press).
Guthrie R, Susi A. A simple phenylalanine method for detecting phenylketonuria in large populations of newborn infants. Pediatrics 1963;32:338-343. [Free Full Text]
Chace DH, Hillman SL, Van Hove JL, Naylor EW. Rapid diagnosis of MCAD deficiency: quantitative analysis of octanoylcarnitine and other acylcarnitines in newborn blood spots by tandem mass spectrometry. Clin Chem 1997;43:2106-2113. [Free Full Text]
Andresen BS, Dobrowolski SF, O'Reilly L, et al. Medium-chain acyl-CoA dehydrogenase (MCAD) mutations identified by MS/MS-based prospective screening of newborns differ from those observed in patients with clinical symptoms: identification and characterization of a new, prevalent mutation that results in mild MCAD deficiency. Am J Hum Genet 2001;68:1408-1418. [CrossRef][ISI][Medline]
McCabe ERB, Huang S-Z, Seltzer WK, Law ML. DNA microextraction from dried blood spots on filter paper blotters: potential applications to newborn screening. Hum Genet 1987;75:213-216. [CrossRef][ISI][Medline]
Jinks DC, Minter M, Tarver DA, Vanderford M, Hejtmancik JF, McCabe ERB. Molecular genetic diagnosis of sickle cell disease using dried blood specimens on blotters used for newborn screening. Hum Genet 1989;81:363-366. [CrossRef][ISI][Medline]
Descartes M, Huang Y, Zhang Y-H, et al. Genotypic confirmation from the original dried blood specimens in a neonatal hemoglobinopathy screening program. Pediatr Res 1992;31:217-221. [Medline]
Zhang Y-H, McCabe LL, Wilborn M, Therrell BL Jr, McCabe ERB. Application of molecular genetics in public health: improved follow-up in a neonatal hemoglobinopathy screening program. Biochem Med Metab Biol 1994;52:27-35. [CrossRef][ISI][Medline]
Gaston MH, Verter JI, Woods G, et al. Prophylaxis with oral penicillin in children with sickle cell anemia: a randomized trial. N Engl J Med 1986;314:1593-1599. [Abstract]
Consensus Development Panel. Newborn screening for sickle cell disease and other hemoglobinopathies. NIH consensus statement. Vol. 6. No. 9. Bethesda, Md.: NIH Office of Medical Applications of Research, 1987:1-22.
American Academy of Pediatrics Committee on Genetics. Newborn screening fact sheets. Pediatrics 1989;83:449-464. [Free Full Text]
McCabe ERB, McCabe L, Mosher GA, Allen RJ, Berman JL. Newborn screening for phenylketonuria: predictive validity as a function of age. Pediatrics 1983;72:390-398. [Free Full Text]
Holtzman C, Slazyk WE, Cordero JF, Hannon WH. Descriptive epidemiology of missed cases of phenylketonuria and congenital hypothyroidism. Pediatrics 1986;78:553-558. [Free Full Text]
Dequeker E, Cassiman J-J. Quality evaluation of data interpretation and reporting. Am J Hum Genet 2001;69:Suppl:438-438. abstract.
Mehl AL, Thomson V. The Colorado Newborn Hearing Screening Project, 1992-1999: on the threshold of effective population-based universal newborn hearing screening. Pediatrics 2002;109:134-134. abstract.
Cohn ES, Kelley PM. Clinical phenotype and mutations in connexin 26 (DFNB1/GJB2), the most common cause of childhood hearing loss. Am J Med Genet 1999;89:130-136. [CrossRef][ISI][Medline]
Morrell RJ, Kim HJ, Hood LJ, et al. Mutations in the connexin 26 gene (GJB2) among Ashkenazi Jews with nonsyndromic recessive deafness. N Engl J Med 1998;339:1500-1505. [Free Full Text]
McCabe ERB, McCabe LL. State-of-the-art for DNA technology in newborn screening. Acta Paediatr Suppl 1999;88:58-60. [Medline]
Newborn Screening Task Force. Serving the family from birth to the medical home: newborn screening: a blueprint for the future -- a call for a national agenda on state newborn screening programs. Pediatrics 2000;106:389-422. [Free Full Text]
Reardon MC, Hammond KB, Accurso FJ, et al. Nutritional deficits exist before 2 months of age in some infants with cystic fibrosis identified by screening test. J Pediatr 1984;105:271-274. [CrossRef][ISI][Medline]
Farrell PM, Kosorok MR, Rock MJ, et al. Early diagnosis of cystic fibrosis through neonatal screening prevents severe malnutrition and improves long-term growth. Pediatrics 2001;107:1-13. [Free Full Text]
Hassemer DJ, Laessig RH, Hoffman GL, Farrell PM. Laboratory quality control issues related to screening newborns for cystic fibrosis using immunoreactive trypsin. Pediatr Pulmonol Suppl 1991;7:76-83. [Medline]
Seltzer WK, Accurso F, Fall MZ, et al. Screening for cystic fibrosis: feasibility of molecular genetic analysis of dried blood specimens. Biochem Med Metab Biol 1991;46:105-109. [CrossRef][Medline]
Gregg RG, Wilfond BS, Farrell PM, Laxova A, Hassemer D, Mischler EH. Application of DNA analysis in a population-screening program for neonatal diagnosis of cystic fibrosis (CF): comparison of screening protocols. Am J Hum Genet 1993;52:616-626. [ISI][Medline]
Kant JA, Mifflin TE, McGlennen R, Rice E, Naylor E, Cooper DL. Molecular diagnosis of cystic fibrosis. Clin Lab Med 1995;15:877-898. [Medline]
Roe CR, Ding J. Mitochondrial fatty acid oxidation disorders. In: Scriver CR, Beaudet AL, Sly WS, Valle D, eds. The metabolic & molecular bases of inherited disease. 8th ed. Vol. 2. New York: McGraw-Hill, 2001:2297-326.
Matsubara Y, Narisawa K, Tada K, et al. Prevalence of K329E mutation in medium-chain acyl-CoA dehydrogenase gene determined from Guthrie cards. Lancet 1991;338:552-553. [CrossRef][ISI][Medline]
Wilcken B, Travert G. Neonatal screening for cystic fibrosis: present and future. Acta Paediatr Suppl 1999;88:33-35. [Medline]
Naylor EW, Chace DH. Automated tandem mass spectrometry for mass newborn screening for disorders in fatty acid, organic acid, and amino acid metabolism. J Child Neurol 1999;14:Suppl 1:S4-S8.
Kaback MM. Population-based genetic screening for reproductive counseling: the Tay-Sachs disease model. Eur J Pediatr 2000;159:Suppl 3:S192-S195.
Mitchell JJ, Capua A, Clow C, Scriver CR. Twenty-year outcome analysis of genetic screening programs for Tay-Sachs and -thalassemia disease carriers in high schools. Am J Hum Genet 1996;59:793-798. [ISI][Medline]
McCabe L. Efficacy of a targeted genetic screening program for adolescents. Am J Hum Genet 1996;59:762-763. [ISI][Medline]
Genetic testing for cystic fibrosis: National Institutes of Health Consensus Development Conference statement on genetic testing for cystic fibrosis. Arch Intern Med 1999;159:1529-1539. [Free Full Text]
Grody WW, Desnick RJ. Cystic fibrosis population carrier screening: here at last -- are we ready? Genet Med 2001;3:87-90. [ISI][Medline]
Grody WW, Cutting GR, Klinger KW, Richards CS, Watson MS, Desnick RJ. Laboratory standards and guidelines for population-based cystic fibrosis carrier screening. Genet Med 2001;3:149-154. [Medline]
Mak V, Zielenski J, Tsui L-C, et al. Proportion of cystic fibrosis gene mutations not detected by routine testing in men with obstructive azoospermia. JAMA 1999;281:2217-2224. [Free Full Text]
Raman V, Clary R, Siegrist KL, Zehnbauer B, Chatila TA. Increased prevalence of mutations in the cystic fibrosis transmembrane conductance regulator in children with chronic rhinosinusitis. Pediatrics 2002;109:136-137. abstract.
Wang XJ, Moylan B, Leopold DA, et al. Mutation in the gene responsible for cystic fibrosis and predisposition to chronic rhinosinusitis in the general population. JAMA 2000;284:1814-1819. [Free Full Text]
Goel V. Appraising organised screening programmes for testing for genetic susceptibility to cancer. BMJ 2001;322:1174-1178. [Free Full Text]
Khoury MJ, Burke W, Thomson EJ. Genetics and public health: a framework for the integration of human genetics into public health practices. In: Khoury MJ, Burke W, Thomson EJ, eds. Genetics and public health in the 21st century: using genetic information to improve health and prevent disease. New York: Oxford University Press, 2000:3-24.
Burke W, Coughlin SS, Lee NC, Weed DL, Khoury MJ. Application of population screening principles to genetic screening for adult-onset conditions. Genet Test 2001;5:201-211. [CrossRef][ISI][Medline]
Wald NJ, Hackshaw AK, Frost CD. When can a risk factor be used as a worthwhile screening test? BMJ 1999;319:1562-1565. [Free Full Text]
Collins FS. Keynote speech at the Second National Conference on Genetics and Public Health, December 1999. Atlanta: Office of Genetics & Disease Prevention, 2000. (Accessed December 6, 2002, at http://www.cdc.gov/genomics/info/conference/intro.htm.)
Cogswell ME, Burke W, McDonnell SM, Franks AL. Screening for hemochromatosis: a public health perspective. Am J Prev Med 1999;16:134-140. [CrossRef][ISI][Medline]
Burke W, Thomson E, Khoury MJ, et al. Hereditary hemochromatosis: gene discovery and its implications for population-based screening. JAMA 1998;280:172-178. [Free Full Text]
EASL International Consensus Conference on Hemochromatosis. III. Jury document. J Hepatol 2000;33:496-504. [CrossRef]
Burke W, Imperatore G, McDonnell SM, Baron RC, Khoury MJ. Contribution of different HFE genotypes to iron overload disease: a pooled analysis. Genet Med 2000;2:271-277. [ISI][Medline]
Beutler E, Felitti VJ, Koziol JA, Ho NJ, Gelbart T. Penetrance of 845GA (C282Y) HFE hereditary haemochromatosis mutation in the USA. Lancet 2002;359:211-218. [CrossRef][ISI][Medline]
Steinberg KK, Cogswell ME, Chang JC, et al. Prevalence of C282Y and H63D mutations in the hemochromatosis (HFE) gene in the United States. JAMA 2001;285:2216-2222. [Free Full Text]
Brown AS, Gwinn M, Cogswell ME, Khoury MJ. Hemochromatosis-associated morbidity in the United States: an analysis of the National Hospital Discharge Survey, 1979-1997. Genet Med 2001;3:109-111. [ISI][Medline]
Yang Q, McDonnell SM, Khoury MJ, Cono J, Parrish RG. Hemochromatosis-associated mortality in the United States from 1979 to 1992: an analysis of Multiple-Cause Mortality Data. Ann Intern Med 1998;129:946-953. [Free Full Text]
Imperatore G, Valdez R, Burke W. Case study: hereditary hemochromatosis. In: Khoury MJ, Little J, Burke W, eds. Human genome epidemiology: scientific foundation for using genetic information to improve health and prevent disease. New York: Oxford University Press (in press).
Greenberg DL, Davie EW. Introduction to hemostasis and the vitamin K-dependent coagulation factors. In: Scriver CR, Beaudet AL, Sly WS, Valle D, eds. The metabolic & molecular bases of inherited disease. 8th ed. Vol. 3. New York: McGraw-Hill, 2001:4293-326.
Esmon CT. Anticoagulation protein C/thrombomodulin pathway. In: Scriver CR, Beaudet AL, Sly WS, Valle D, eds. The metabolic & molecular bases of inherited disease. 8th ed. Vol. 3. New York: McGraw-Hill, 2001:4327-43.
Rees DC, Cox M, Clegg JB. World distribution of factor V Leiden. Lancet 1995;346:1133-1134. [CrossRef][ISI][Medline]
Ridker PM, Miletich JP, Hennekens CH, Buring JE. Ethnic distribution of factor V Leiden in 4047 men and women: implications for venous thromboembolism screening. JAMA 1997;277:1305-1307. [Abstract]
Rosendaal FR, Koster T, Vandenbroucke JP, Reitsma PH. High risk of thrombosis in patients homozygous for factor V Leiden (activated protein C resistance). Blood 1995;85:1504-1508. [Free Full Text]
Emmerich J, Rosendaal FR, Cattaneo M, et al. Combined effect of factor V Leiden and prothrombin 20210A on the risk of venous thromboembolism -- pooled analysis of 8 case-controlled studies including 2310 cases and 3204 controls. Thromb Haemost 2001;86:809-816. [Erratum, Thromb Haemost 2001;86:1598.] [ISI][Medline]
Vandenbroucke JP, Koster T, Briet E, Reitsma PH, Bertina RM, Rosendaal FR. Increased risk of venous thrombosis in oral-contraceptive users who are carriers of factor V Leiden mutation. Lancet 1994;344:1453-1457. [CrossRef][ISI][Medline]
Vandenbroucke JP, van der Meer FJM, Helmerhorst FM, Rosendaal FR. Factor V Leiden: should we screen oral contraceptive users and pregnant women? BMJ 1996;313:1127-1130. [Free Full Text]
Grody WW, Griffin JH, Taylor AK, Korf BR, Heit JA. American College of Medical Genetics consensus statement on factor V Leiden mutation testing. Genet Med 2001;3:139-148. [Medline]
Committee on Genetics. Molecular genetic testing in pediatric practice: a subject review. Pediatrics 2000;106:1494-1497. [Free Full Text]
Nelson RM, Botkjin JR, Kodish ED, et al. Ethical issues with genetic testing in pediatrics. Pediatrics 2001;107:1451-1455. [Free Full Text]
The American Society of Human Genetics. Statement on informed consent for genetic research. Am J Hum Genet 1996;59:471-474. [ISI][Medline]
McCabe ERB. Clinical genetics: compassion, access, science, and advocacy. Genet Med 2001;3:426-429. [Medline]
Physicians' desk reference. 56th ed. Montvale, N.J.: Medical Economics, 2002.
Population Screening
Stabler S. P., Mudd S. H., Fielding R., Lam W., Leung G. M., Khoury M. J., McCabe L. L., McCabe E. R.B.
Extract |
Full Text |
PDF
N Engl J Med 2003;
348:1604-1605, Apr 17, 2003.
Correspondence
This article has been cited by other articles:
Cappelen, A W, Norheim, O F, Tungodden, B
(2008). Genomics and equal opportunity ethics. J. Med. Ethics
34: 361-364
[Abstract][Full Text]
Scirica, C. V., Celedon, J. C.
(2007). Genetics of Asthma: Potential Implications for Reducing Asthma Disparities. Chest
132: 770S-781S
[Abstract][Full Text]
Hutchison, C. A. III
(2007). DNA sequencing: bench to bedside and beyond. Nucleic Acids Res
35: 6227-6237
[Abstract][Full Text]
Kerruish, N. J., Campbell-Stokes, P. L., Gray, A., Merriman, T. R., Robertson, S. P., Taylor, B. J.
(2007). Maternal Psychological Reaction to Newborn Genetic Screening for Type 1 Diabetes. Pediatrics
120: e324-e335
[Abstract][Full Text]
TABAK, L. A
(2007). Point-of-Care Diagnostics Enter the Mouth. Ann. N. Y. Acad. Sci.
1098: 7-14
[Abstract][Full Text]
Hall, W. D
(2007). A research agenda for assessing the potential contribution of genomic medicine to tobacco control. Tobacco Control
16: 53-58
[Abstract][Full Text]
Seo, D., Ginsburg, G. S., Goldschmidt-Clermont, P. J.
(2006). Gene Expression Analysis of Cardiovascular Diseases: Novel Insights Into Biology and Clinical Applications. J Am Coll Cardiol
48: 227-235
[Abstract][Full Text]
Ioannidis, J. P A
(2006). Commentary: Grading the credibility of molecular evidence for complex diseases. Int J Epidemiol
35: 572-578
[Full Text]
Hoff, T., Hoyt, A.
(2006). Practices and perceptions of long-term follow-up among state newborn screening programs.. Pediatrics
117: 1922-1929
[Abstract][Full Text]
Fulda, K G, Lykens, K
(2006). Ethical issues in predictive genetic testing: a public health perspective.. J. Med. Ethics
32: 143-147
[Abstract][Full Text]
Bailey, D. B. Jr, Skinner, D., Warren, S. F.
(2005). Newborn Screening for Developmental Disabilities: Reframing Presumptive Benefit. Am. J. Public Health
95: 1889-1893
[Abstract][Full Text]
Huber, A., Bentz, E.-K., Schneeberger, C., Huber, J. C., Hefler, L., Tempfer, C.
(2005). Ten Polymorphisms of Estrogen-Metabolizing Genes and a Family History of Colon Cancer--An Association Study of Multiple Gene-Gene Interactions. Reproductive Sciences
12: e51-e54
[Abstract]
Martino, S., Marconi, P., Tancini, B., Dolcetta, D., De Angelis, M.G. C., Montanucci, P., Bregola, G., Sandhoff, K., Bordignon, C., Emiliani, C., Manservigi, R., Orlacchio, A.
(2005). A direct gene transfer strategy via brain internal capsule reverses the biochemical defect in Tay-Sachs disease. Hum Mol Genet
14: 2113-2123
[Abstract][Full Text]
Crow, J. F., Johnson, T. E.
(2005). Comments. J. Gerontol. B Psychol. Sci. Soc. Sci.
60: 7-11
[Full Text]
Ryff, C. D., Singer, B. H.
(2005). Social Environments and the Genetics of Aging: Advancing Knowledge of Protective Health Mechanisms. J. Gerontol. B Psychol. Sci. Soc. Sci.
60: 12-23
[Abstract][Full Text]
Abel, E., Horner, S. D., Tyler, D., Innerarity, S. A.
(2005). The Impact of Genetic Information on Policy and Clinical Practice. Policy Politics Nursing Practice
6: 5-14
[Abstract]
Khoury, M. J, Millikan, R., Little, J., Gwinn, M.
(2004). The emergence of epidemiology in the genomics age. Int J Epidemiol
33: 936-944
[Full Text]
Palmer, L. J
(2004). The New Epidemiology: putting the pieces together in complex disease aetiology. Int J Epidemiol
33: 925-928
[Full Text]
Newman, J. H., Trembath, R. C., Morse, J. A., Grunig, E., Loyd, J. E., Adnot, S., Coccolo, F., Ventura, C., Phillips, J. A. III, Knowles, J. A., Janssen, B., Eickelberg, O., Eddahibi, S., Herve, P., Nichols, W. C., Elliott, G.
(2004). Genetic basis of pulmonary arterial hypertension: Current understanding and future directions. J Am Coll Cardiol
43: 33S-39S
[Abstract][Full Text]
Barker, J. M., Goehrig, S. H., Barriga, K., Hoffman, M., Slover, R., Eisenbarth, G. S., Norris, J. M., Klingensmith, G. J., Rewers, M.
(2004). Clinical Characteristics of Children Diagnosed With Type 1 Diabetes Through Intensive Screening and Follow-Up. Diabetes Care
27: 1399-1404
[Abstract][Full Text]
Tempfer, C. B., Jirecek, S., Riener, E. K., Zeisler, H., Denschlag, D., Hefler, L., Husslein, P. W.
(2004). Polymorphisms of Thrombophilic and Vasoactive Genes and Severe Preeclampsia: A Pilot Study. Reproductive Sciences
11: 227-231
[Abstract]
Chace, D. H., Kalas, T. A., Naylor, E. W.
(2003). Use of Tandem Mass Spectrometry for Multianalyte Screening of Dried Blood Specimens from Newborns. Clin. Chem.
49: 1797-1817
[Abstract][Full Text]
Guttmacher, A. E., Collins, F. S.
(2003). Welcome to the Genomic Era. NEJM
349: 996-998
[Full Text]
Clayton, E. W.
(2003). Ethical, Legal, and Social Implications of Genomic Medicine. NEJM
349: 562-569
[Full Text]
Marian, A.J., Roberts, R.
(2003). To Screen or Not Is Not the Question-- It Is When and How to Screen. Circulation
107: 2171-2174
[Full Text]
Stabler, S. P., Mudd, S. H., Fielding, R., Lam, W., Leung, G. M., Khoury, M. J., McCabe, L. L., McCabe, E. R.B.
(2003). Population Screening. NEJM
348: 1604-1605
[Full Text]
Merikangas, K. R., Risch, N.
(2003). Will the Genomics Revolution Revolutionize Psychiatry?. Am. J. Psychiatry
160: 625-635
[Full Text]
Cooper, R. S., Psaty, B. M.
(2003). Genomics and Medicine: Distraction, Incremental Progress, or the Dawn of a New Age?. ANN INTERN MED
138: 576-580
[Abstract][Full Text]
Cui, H., Cruz-Correa, M., Giardiello, F. M., Hutcheon, D. F., Kafonek, D. R., Brandenburg, S., Wu, Y., He, X., Powe, N. R., Feinberg, A. P.
(2003). Loss of IGF2 Imprinting: A Potential Marker of Colorectal Cancer Risk. Science
299: 1753-1755
[Abstract][Full Text]
Beutler, E., Hoffbrand, A. V., Cook, J. D.
(2003). Iron Deficiency and Overload. ASH Education Book
2003: 40-61
[Abstract][Full Text]