Smoking during pregnancy affects speech-processing ability in newborn infants.BACKGROUND: Tobacco smoking during pregnancy is known to adversely affect development of the central nervous system in babies of smoking mothers by restricting utero-placental blood flow and the amount of oxygen available to the fetus. Behavioral data associate maternal smoking with lower verbal scores and poorer performance on specific language/auditory tests. OBJECTIVES: In the current study we examined the effects of maternal smoking during pregnancy on newborns' speech processing Speech processing is the study of speech signals and the processing methods of these signals. The signals are usually processed in a digital representation whereby speech processing can be seen as the intersection of digital signal processing and natural language processing. ability as measured by event-related potentials event-related potentials, n.pl See somatosensory event-related potentials (SERP). (ERPs). METHOD: High-density ERPs were recorded within 48 hr of birth in healthy newborn infants of smoking (n = 8) and nonsmoking non·smok·ing adj. 1. Not engaging in the smoking of tobacco: nonsmoking passengers. 2. Designated or reserved for nonsmokers: the nonsmoking section of a restaurant. (n = 8) mothers. Participating infants were matched on sex, gestational age ges·ta·tion·al age n. See estimated gestational age. Gestational age The estimated age of a fetus expressed in weeks, calculated from the first day of the last normal menstrual period. , birth weight, Apgar scores, mother's education, and family income. Smoking during pregnancy was determined by parental self-report and medical records. ERPs were recorded in response to six consonant-vowel syllables presented in random order with equal probability. RESULTS: Brainwaves of babies of nonsmoking mothers were characterized by typical hemisphere asymmetries, with larger amplitudes over the left hemisphere, especially over temporal regions. Further, infants of nonsmokers discriminated among a greater number of syllables whereas the newborns of smokers began the discrimination process at least 150 msec later and differentiated among fewer stimuli. CONCLUSIONS: Our findings indicate that prenatal exposure to tobacco smoke in otherwise healthy babies is linked with significant changes in brain physiology associated with basic perceptual skills that could place the infant at risk for later developmental problems. KEY WORDS: ERP (Enterprise Resource Planning) An integrated information system that serves all departments within an enterprise. Evolving out of the manufacturing industry, ERP implies the use of packaged software rather than proprietary software written by or for one customer. , evoked potentials Evoked potentials Tests that measure the brain's electrical response to stimulation of sensory organs (eyes or ears) or peripheral nerves (skin). These tests may help confirm the diagnosis of multiple sclerosis. Mentioned in: Multiple Sclerosis , newborn, prenatal, smoking, speech. Environ Health Perspect 115:623-629 (2007). doi:10.1289/ehp.9521 available via http://dx.doi.org/ [Online 28 November 2006] ********** Cigarettes are among the nonmedicinal drugs used most widely during pregnancy (Fried et al. 1997), especially in Western cultures (Fried et al. 1997; Hardy and Mellits 1972; Makin et al. 1991; Weitzman et al. 2002). Although the general population of smokers is declining, pregnant women show the slowest rate of decline (Fried 2002; McCartney et al. 1994). Recent reports indicate that in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. alone, 18.5% of all women smoke [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. (CDC See Control Data, century date change and Back Orifice. CDC - Control Data Corporation ) 2005], whereas 11.4% of women smoked during pregnancy (the rates for individual states were as high as 26%; CDC 2004). Numerous studies report that maternal cigarette smoking during pregnancy may have a harmful effect on fetal development (Hellstrom-Lindahl and Nordberg 2002; Lassen and Oei 1998; McCartney et al. 1994; Oliff and Gallardo 1999). Both carbon monoxide carbon monoxide, chemical compound, CO, a colorless, odorless, tasteless, extremely poisonous gas that is less dense than air under ordinary conditions. It is very slightly soluble in water and burns in air with a characteristic blue flame, producing carbon dioxide; and nicotine reduce the amount of oxygen available to fetal tissue by restricting the utero-placental blood flow (Naeye and Peters 1984). This can have potential negative effects on the central nervous system (Fried 2002) through cell damage and reduced cell number caused by errors in cell development (Roy and Sabherwal 1994) and a premature change from replication to differentiation (Slotkin 1998). These changes often occur at thresholds below those necessary for growth impairment and may not always manifest as intrauterine growth retardation Intrauterine Growth Retardation Definition Intrauterine growth retardation (IUGR) occurs when the unborn baby is at or below the 10th weight percentile for his or her age (in weeks). [Slotkin 1998; see also Ernst et al. (2001) for review]. Nevertheless, low birth weight in newborns is the most consistently reported consequence of maternal smoking (Dejin-Karlsson et al. 1998; Fried 2002; Hardy and Mellits 1972; Lassen and Oei 1998). Prenatal exposure to tobacco smoke is also linked to various health, behavioral, and cognitive impairments (see Weitzman et al. 2002 for review). Neonatal hyperactivity hyperactivity, excessive physical activity of emotional or physiological origin, usually seen in young children; one of the components of attention deficit hyperactivity disorder. (greater excitability excitability readiness to respond to a stimulus; irritability. , heightened tremors and startles) is frequently noted among newborns prenatally exposed to tobacco (Fried et al. 1987; Law et al. 2003; Longo 1977). The American Academy of Pediatrics The American Academy of Pediatrics ("AAP") is an organization of pediatricians, physicians trained to deal with the medical care of infants, children, and adolescents. Its motto is: "Dedicated to the Health of All Children. Committee on Environmental Health (1997) noted increased incidents of asthma, respiratory infections, and middle ear effusions. Recently, Wakschlag and Hans (2002) reported lower sociability/negative emotionality during infancy and increased likelihood of conduct disorders during childhood in boys but not girls born to smoking mothers. Others observed higher frequencies of behavioral problems such as disruptive behavior, conduct disorder, and delinquency, including substance abuse, in both male and female children of smokers (Brennan et al. 2002; Fergusson 1999; Fergusson et al. 1993; Maughan et al. 2001; Wakschlag et al. 1997). Kandel et al. (1994) proposed that prenatal exposure to tobacco smoke may affect children's motivational system. The link between in utero in utero (in u´ter-o) [L.] within the uterus. in u·ter·o adj. In the uterus. in utero adv. exposure to smoking and attention deficit hyperactivity disorder attention deficit hyperactivity disorder (ADHD), formerly called hyperkinesis or minimal brain dysfunction, a chronic, neurologically based syndrome characterized by any or all of three types of behavior: hyperactivity, distractibility, and impulsivity. (ADHD Attention-Deficit/Hyperactivity Disorder (ADHD) Definition Attention-deficit/hyperactivity disorder (ADHD) is a developmental disorder characterized by distractibility, hyperactivity, impulsive behaviors, and the inability to remain focused on tasks or ) has been demonstrated through meta-analyses of studies published over a 30-year period (Linnet linnet small songbird in the family Fringillidae. Called also Carduelis cannabina. et al. 2003), twin studies (Thapar et al. 2003), as well as studies controlling for socioeconomic status socioeconomic status, n the position of an individual on a socio-economic scale that measures such factors as education, income, type of occupation, place of residence, and in some populations, ethnicity and religion. (SES) and pre- and perinatal complications (Batstra et al. 2003a). Effects of prenatal tobacco smoke exposure on cognitive development in infants are less well understood (Lassen and Oei 1998). Some have suggested that maternal smoking during pregnancy can lead to intellectual delays, most likely caused by central nervous system impairment (Olds et al. 1994), or can negatively affect language ability through underlying physiologic mechanisms (e.g., outer hair cells Hair cells Sensory receptors in the inner ear that transform sound vibrations into messages that travel to the brain. Mentioned in: Cochlear Implants in the ear), thus leading to poorer performance on language-related tasks (McCartney et al. 1994). Indeed, one of the most consistent neurobehavioral findings is the association between maternal smoking and children's lower performance on arithmetic and spelling tasks (Batstra et al. 2003a), specific language and auditory tests (Makin et al. 1991; McCartney et al. 1994; Naeye and Peters 1984), reading and language performance (Fried et al. 1997), and verbal learning (Cornelius et al. 2001). Obel and colleagues (1998) observed that smoking [greater than or equal to] 10 cigarettes/day during pregnancy was associated with greatly reduced babbling babbling Neurology Quasi-random vocalizations in infants that precede language acquisition. See Lalling stage. behavior in infants and almost doubled the risk of the infant not becoming a babbler babbler, common name for some members of the large, diversified family Timaliidae, passerine birds found primarily in wooded areas of Asia, Africa, and Australia. by 8 months of age. This risk was even higher among children who were breast-fed breast·feed or breast-feed v. breast-fed , breast-feed·ing, breast-feeds v.tr. To feed (a baby) mother's milk from the breast; suckle. v.intr. To breastfeed a baby. for < 4 months (Obel et al. 1998). Infants born to smoking mothers were reported to have slower auditory habituation habituation Reduction of an animal's behavioral response to a stimulus, as a result of a lack of reinforcement during continual exposure to the stimulus. Habituation is usually considered a form of learning in which behaviours not needed are eliminated. , increased sound thresholds, and decreased responsiveness on auditory-related test items at 12 and 24 months of age (Fried and Watkinson 1988). Similarly, children prenatally exposed to smoking scored lower on standardized tests of language development at 3 and 4 years of age (Fergusson et al. 1993). These effects appear to persist though at least 12 years of age (Fried and Watkinson 1988, 2000; Fried et al. 1997, 1998). The relationship between possible language impairments and maternal smoking has been studied using various types of tests measuring both intellectual and behavioral aspects of development. However, most of the tests can be administered only years after birth, thus allowing for the possibility that other mediating variables contributed to poorer performance instead of prenatal exposure to maternal smoking (e.g., exposure to secondhand smoking during infancy, differences in home environment). In one study, associations between smoking during pregnancy and childhood conduct problems were greatly reduced or eliminated after controlling for antisocial antisocial /an·ti·so·cial/ (-so´sh'l) 1. denoting behavior that violates the rights of others, societal mores, or the law. 2. denoting the specific personality traits seen in antisocial personality disorder. behavior in both parents, depression in mothers, family disadvantage, and genetic influences (Maughan et al. 2004). Environmental exposure to tobacco smoke could be a major contributor to the observed deficits. For example, Makin et al. (1991) noted no clear differences in speech and language ability between the children of mothers who were environmentally exposed to smoking during pregnancy and of those who actually smoked themselves. In a sample of > 3,000 9- to 11-year-olds, children of mothers who quit smoking after delivery scored similar to children of nonsmokers on the Peabody Picture Vocabulary Test The PPVT-III is an untimed, individual intelligence test, orally administered in 11 to 12 minutes or less. Extensively revised, this test measures an individual's receptive (hearing) vocabulary for Standard American English. and Raven's Colored Progressive Matrices Test (Bauman et al. 1991). Eskenazi and Castorina (1999) reviewed 17 studies examining effects of maternal smoking during pregnancy and environmental exposure to tobacco, and noted that reported health and cognitive problems in children were often associated more strongly with environmental exposure of the parent and/or child rather than with prenatal smoking exposure alone (e.g., Rantakallio 1983). One way to control for many of the possible environmental confounds is to investigate the impact of smoking during pregnancy on the infant's development (including speech processing and other abilities) shortly after birth, when many of the environmental influences are not yet present. The use of event-related potentials (ERPs) to assess the early impact of such exposure offers a way to test infants shortly after birth. The ERP procedure proved to be a valuable tool in gaining insights into cognitive processes Cognitive processes Thought processes (i.e., reasoning, perception, judgment, memory). Mentioned in: Psychosocial Disorders of newborns and very young infants who are yet unable to comprehend standard test instructions or provide a reliable behavioral response (e.g., Molfese and Molfese 1979a, 1985, 1997; Molfese et al. 2002; Novak et al. 1989). ERPs are a portion of the ongoing electroencephalogram electroencephalogram /elec·tro·en·ceph·a·lo·gram/ (EEG) (-en-sef´ah-lo-gram?) a recording of the potentials on the skull generated by currents emanating spontaneously from nerve cells in the brain, with fluctuations in potential seen as (EEG EEG: see electroencephalography. ) that is time-locked to the onset of a stimulus (e.g., tone, speech sound, or word). Thus, the ERP methodology represents a major advantage over other neurophysiologic measures because it allows researchers to evaluate directly the relationship between a specific event and the resulting brain activity (Callaway et al. 1978; Rockstroh et al. 1982). Additionally, ERPs are advantageous in studying infants' language development because ERP testing does not require an overt response from the participants and therefore can be conducted within hours after birth, before the possible onset of effects from the postnatal postnatal /post·na·tal/ (-na´t'l) occurring after birth, with reference to the newborn. post·na·tal adj. Of or occurring after birth, especially in the period immediately after birth. environment. ERPs provide high temporal resolution Temporal resolution refers to the precision of a measurement with respect to time. Often there is a tradeoff between temporal resolution of a measurement and its spatial precision (spatial resolution). allowing for millisecond-by-millisecond tracking of the brain's response to stimulation (e.g., speech syllable), and their spatial resolution (Data West Research Agency definition: see GIS glossary.) A measure of the accuracy or detail of a graphic display, expressed as dots per inch, pixels per line, lines per millimeter, etc. It is a measure of how fine an image is, usually expressed in dots per inch (dpi). is well suited for identifying the scalp patterns and potential underlying sources of brain activity (Molfese et al. 2001, 2002). Previous studies demonstrated that newborns and young infants are sensitive to differences in vowels (e.g., Cheour et al. 1997; Cheour-Luhtanen et al. 1995; Molfese and Searock 1986) and can differentiate sounds varying in voice onset time In phonetics, voice onset time, commonly abbreviated VOT, is the length of time that passes between when a consonant is released and when voicing, the vibration of the vocal folds begins. (e.g., Molfese and Molfese 1979a; Pang et al. 1998) and place of articulation In articulatory phonetics, the place of articulation (also point of articulation) of a consonant is the point of contact, where an obstruction occurs in the vocal tract between an active (moving) articulator (typically some part of the tongue) and a passive (stationary) (Dehaene-Lambertz 2000; Dehaene-Lambertz and Dehaene 1994; Molfese and Molfese 1979b). The latter discrimination, also tested in the present study, was initially evident in the left temporal locations and was followed later by a bilateral effect. Further, infant ERPs in response to speech may reflect the state of an underlying perceptual mechanism that provides a basis for some aspects of verbal and cognitive processes emerging at a later developmental stage. These ERPs therefore can be strongly predictive of performance on language and reading tasks during childhood (Molfese 2000; Molfese and Molfese 1985, 1997). Molfese and Molfese (1985) reported that hemispheric responses at birth differentially sensitive to specific speech stimuli were predictive of children's later emerging language skills as measured by the McCarthy Scales of Children's Abilities. Later studies (Molfese 2000; Molfese and Molfese 1997) demonstrated that auditory ERPs to speech sounds recorded at birth discriminate, at well above chance levels, the reading performance in children up to 8 years later. Other researchers have provided converging evidence for the relationship between ERPs in newborns and later language and reading skills (Guttorm et al. 2003; Leppanen et al. 1997; Lyytinen 1997; Lyytinen et al. 2003). Because smoking leads to adverse intrauterine intrauterine /in·tra·uter·ine/ (-u´ter-in) within the uterus. in·tra·u·ter·ine adj. Within the uterus. Intrauterine Situated or occuring in the uterus. conditions that may affect development of the auditory perceptual abilities of the exposed infants, it could result in fundamental differences in perceptual skills that set the stage for reported problems in later language outcomes. In turn, language difficulties may contribute to other behavioral and cognitive deficits. For example, Palacios and Semrud-Clikeman (2005) reported a negative linear relationship between reading skills and hyperactivity. In the current study we examined whether speech-processing ability differs in newborns born to smoking versus nonsmoking mothers. Given the evidence that ERPs reflect hemisphere differences for speech processing early in life (Molfese and Molfese 1979a, 1985; Molfese et al. 1975), we hypothesized that newborns born to smoking mothers would show no hemisphere differences or an altered pattern of such differences compared with the babies of nonsmokers. Second, we expected that newborns exposed to tobacco smoke in utero would be less efficient in discriminating speech syllables as indicated by fewer differences in ERPs elicited by different speech syllables. Methods Participants. We selected 16 neonates (10 females, 6 males) from a larger group of participants included in a prospective study of early language development. This research was reviewed by the University of Louisville See also
1. ^ [1] 2. ^ [2] URL accessed on June 8 2006 3. Institutional Review Board, and written informed consent was provided by all participants before the study began. All newborns were recruited from the well-baby nursery at a large Midwestern hospital. The participants were between 1-3 days of age (mean [+ or -] SD age = 34.56 hours/1.44 days [+ or -] 21.36 hours/0.89 days) and were divided into two groups based on prenatal exposure to maternal cigarette smoking. The exposed group included five females and three males (n = 8), with a mean age of 48 hours (2 days) [+ or -] 18.24 hours (0.76 days). The overall participant pool included additional infants born to mothers who smoked, however, they could not be matched to the controls on some or all of the required criteria, and therefore those data were not included in the analysis. The control group of 5 females and 3 males (n = 8), mean age of 21.12 hours (0.88 days) [+ or -] 15.36 hours (0.64 days), had no prenatal exposure to maternal smoking, and was matched to the exposed group on sex, birth weight, gestational age, Apgar scores, mother's age, gravidity gravidity Obstetrics The state of being, or having been, pregnant. Cf Gravity. , education level, and annual family income (Table 1). A two-tailed t-test indicated that the difference of 1 day in the newborns' mean age was significant (p < 0.05); however, the difference is purely accidental and is not related to health differences because all babies were recruited from a well-baby nursery. We obtained maternal smoking history through self-report where mothers identified themselves as smokers or nonsmokers (yes/no) and from medical records available through informed consent. Information about specific amounts of cigarettes smoked was available in the records for five of the eight smoking mothers and indicated mean smoking rates of 11.37 [+ or -] 8.33 cigarettes/day. Stimuli. The stimuli included six computer-synthesized consonant-vowel (CV) syllables (i.e., /ba/, /da/, /ga/, /bu/, /du/, /gu/), from the "transition-only" stimulus series employed by Stevens and Blumstein (1978). Thus, none of the stimuli contained initial noise bursts. The tokens selected for the present study were the ones most accurately identified by the adult subjects in Stevens and Blumstein's (1978) study as members of their respective phonetic categories. These were stimulus tokens 1, 7, and 14 from the /ba, da, ga/ continuum, and tokens 1, 7, and 13 from the /bu, du, gu/ continuum, respectively. The five-formant CVs were synthesized so that the amplitude of individual formants was modulated mod·u·late v. mod·u·lat·ed, mod·u·lat·ing, mod·u·lates v.tr. 1. To adjust or adapt to a certain proportion; regulate or temper. 2. as a function of the respective formant for·mant n. Any of several frequency regions of relatively great intensity in a sound spectrum, which together determine the characteristic quality of a vowel sound. frequencies, as in natural speech. To further improve the naturalness of the stimuli, the vowel vowel Speech sound in which air from the lungs passes through the mouth with minimal obstruction and without audible friction, like the i in fit. The word also refers to a letter representing such a sound (a, e, i, o, u, and sometimes y). /u/ was slightly diphthongized. The central frequencies of the steady-state portion of the formants were kept constant across the different consonants and varied only as a function of the vowel sounds. Duration of F1 transition ranged between 15 and 45 msec across tokens depending on the syllable's initial consonant as well as on the following vowel. Transition duration for all the other formants was always 40 msec and was followed by a 250-msec steady-state vowel. Rise and decay times were equivalent across sounds. Electrodes. A high-density array of 124 silver/silver chloride electrodes embedded in soft sponges (without the lower eye channels; Geodesic ge·o·des·ic adj. 1. Of or relating to the geometry of geodesics. 2. Of or relating to geodesy. n. The shortest line between two points on any mathematically defined surface. Sensor Net, EGI EGI Effective Gross Income EGI Ethical Globalization Initiative EGI Electrical Geodesics Inc. EGI European Grid Initiative EGI Energy and Geoscience Institute (University of Utah, Salt Lake City, UT) , Inc., Eugene, OR) was used to record the ERPs of the infants. Electrode impedance levels were < 40 kOhm before and after testing; the low pass filter was set to 30 Hz and the high pass filter to 0.1 Hz. During data collection, all electrodes were referred to Cz (vertex A corner point of a triangle or other geometric image. Vertices is the plural form of this term. See vertex shader. ) and then were re-referenced offline during data analysis to an average reference. Procedure. After permission was obtained from parents, each newborn infant was tested in his or her bassinet in a quiet room in the hospital nursery. During testing, infants were placed on their backs. The high-density array of soft sensors supported infant's head without creating any localized pressure points, thereby minimizing any potential discomfort. A rolled washcloth was placed under the infant's neck to further increase comfort. No restraint was used beyond the typical newborn swaddling swad·dle tr.v. swad·dled, swad·dling, swad·dles 1. To wrap or bind in bandages; swathe. 2. To wrap (a baby) in swaddling clothes. 3. To restrain or restrict. n. routinely performed by nurses and parents. The infant's bassinet was positioned at an angle of approximately 40[degrees] to reduce the frequency of alternations in wake-sleep states that are very common in newborn infants. The electrode net was saturated with warm saline solution saline solution n. A solution of any salt, usually an isotonic sodium chloride solution. Also called salt solution. Saline solution A solution of sterile water and salt used in a variety of medical procedures. that acted as a conductor for electrical currents to flow freely from the scalp to the net. The syllables were presented by a computer at 80 dB SPL (1) (Systems Programming Language) The assembly language for the HP 3000 series. See assembly language for an SPL program example. (2) (Structured Programming Language) See structured programming. 1. (A) (sound pressure level, human hearing range) as measured at the infant's ear through a speaker positioned approximately 1 m above the midline mid·line n. A medial line, especially the medial line or plane of the body. midline, n the line equidistant from bilateral features of the head. of the infant's head. The bassinet was positioned so that the infant's head was centered below the midline of the speaker to ensure equal speaker-to-ear distance for both ears. All sounds were presented in random order, 25 times each, for a total of 150 trials. Interstimulus intervals varied randomly from 2.5 to 4 sec to prevent habituation. Recording of the brainwaves was controlled by Net Station software (EGI, Inc.). Stimulus presentation was controlled by E-Prime (PST PST Paroxysmal supraventricular tachycardia, see there , Inc., Pittsburgh, PA). During the entire test session, the infant's EEG and behavior were continuously monitored so that the stimulus presentation occurred only when the infant was in a quiet awake state and in proper alignment with the speaker. The recording session lasted approximately 15 min. Data analysis. We obtained individual ERPs by segmenting the ongoing EEG based on each stimulus onset to include a 100-msec prestimulus baseline and a 500-msec post-stimulus interval. ERPs were referenced to an average reference (Junghoefer et al. 1999). Next, artifact A distortion in an image or sound caused by a limitation or malfunction in the hardware or software. Artifacts may or may not be easily detectable. Under intense inspection, one might find artifacts all the time, but a few pixels out of balance or a few milliseconds of abnormal sound rejection was carried out to eliminate ERPs contaminated contaminated, v 1. made radioactive by the addition of small quantities of radioactive material. 2. made contaminated by adding infective or radiographic materials. 3. an infective surface or object. by movements (e.g., sucking) and eye movement artifacts artifacts see specimen artifacts. from further analysis. Rejection rates were comparable across stimulus conditions, with the final averages for each participant including 17-18 trials per condition. Electrodes identified as "bad" (poor signal quality on [greater than or equal to] 10% of the trials) were replaced by reconstructing their data using spherical spline interpolation In the mathematical field of numerical analysis, spline interpolation is a form of interpolation where the interpolant is a special type of piecewise polynomial called a spline. procedures. For a data set to be included in the analyses, a total of no more than 12 channels (10% of the array) could be considered "bad." Averaged data were then baseline-corrected by subtracting the average microvolt microvolt one-millionth (10-6) of a volt; abbreviated µV. value across the 100-msec prestimulus interval from the poststimulus segment. The 124 electrodes were clustered into 12 regions by averaging the data for electrodes within six regions in the left and right hemispheres respectively: frontal, central, parietal parietal /pa·ri·e·tal/ (pah-ri´e-t'l) 1. of or pertaining to the walls of a cavity. 2. pertaining to or located near the parietal bone. pa·ri·e·tal adj. 1. , occipital occipital /oc·cip·i·tal/ (ok-sip´i-t'l) pertaining to the occiput; located near the occipital bone. oc·cip·i·tal adj. Of or relating to the occipital bone. n. , anterior temporal, and posterior temporal Posterior temporal is the attribution to be located posteriorily at the temporal bone, which includes e.g. posterior branch of deep temporal nerve. regions (Figure 1). This reduced the number of variables to increase statistical power. This approach reflected anatomically based boundaries and represented a modification of the clusters used by Key et al. (2006) and Mayes et al. (2005). Clustered data were submitted to a principal components analysis (PCA (tool, programming) PCA - A dynamic analyser from DEC giving information on run-time performance and code use. ) with Varimax rotation using the SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance. version 10 software package (SPSS Inc., Chicago, IL). This process reduced 500 msec of data to a small set of noncorrelated components accounting for the maximum variance. These components corresponded to the areas of maximal variability in the waveform, such as slopes or peaks. Although questions regarding the possibility of misallocation of variance in a PCA analysis across immediately adjacent components have been raised in the past (e.g., Wood and McCarthy 1984), even Wood and McCarthy (1984, p. 258) noted that traditional amplitude and latency approaches are "no less subject to the problem of component overlap" (see also Chapman and McCrary 1995 and Beauducel and Debener 2003 for more recent treatments of this discussion). The number of factors to be used in later analyses was chosen using the Scree Test (Cattell 1966). Scores from each rotated factor obtained from the PCA served as dependent measures in an analysis of variance (ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there ) that included one between-group factor--maternal smoking experience--while the remaining factors were repeated across all infants. Thus, the 5-factor design used in the ANOVA was Smoking (2: yes/no) x Consonant (3: /b,d,g/) x Vowel (2:/a,u/) x Electrode (6: frontal, central, parietal, occipital, anterior temporal, posterior temporal) x Hemisphere (2: left, right). Significant findings were followed by planned comparisons and post hocs. Results The PCA identified three factors that accounted for 93.63% of the total variance. Two of these time intervals reflected group differences and are the focus of this report. Factor 2 accounted for 27.89% of the variance and represented a broad positivity that occurred between 0 and 148 ms. Factor 3 characterized 21.69% of the variance, as a downward (negative) shift between 132 and 268 ms. As expected, newborns of smoking and nonsmoking mothers were characterized by significantly different ERPs in response to the speech stimuli. The first 150 msec after stimulus onset were characterized by three interactions involving group differences: Hemisphere x Group, F(1,14) = 5.23, p < 0.04, power = 0.57, Electrode x Hemisphere x Group, F(5,70) = 4.94, p < 0.02, power = 0.73, and a Vowel x Consonant x Electrode x Hemisphere x Group interaction F(10,140) = 2.66, p < 0.05, power = 0.66. Using the smaller interactions as a decision guide, follow-up analyses for the larger interaction were limited to anterior and posterior temporal electrode locations. The results indicated that only the control group discriminated between the different speech syllables in this early time interval (Figure 2). Specifically, over the left posterior temporal locations, the ERPs of newborns born to nonsmokers generated larger, more positive amplitude in response to the /gu/ speech syllable compared with /bu/ and /du/ syllables, [t (7) = 2.57, p < 0.04 and t (7) = 2.71, p < 0.03, respectively]. ERPs recorded over right anterior temporal sites differentiated between the /du/ versus /gu/speech syllables with the former eliciting larger ERP amplitudes, t (7) = 3.12, p < 0.02. There was also evidence of vowel discrimination at the same locations: /du/ stimuli were characterized by larger amplitude compared with /da/, t(7) = 2.81, p < 0.03. Additionally, hemisphere asymmetry was observed in response to /gu/ syllables with larger ERP amplitudes occurring over left anterior and posterior temporal sites compared with the homologous homologous /ho·mol·o·gous/ (ho-mol´ah-gus) 1. corresponding in structure, position, origin, etc. 2. allogeneic. ho·mol·o·gous adj. 1. sites over the right hemisphere, t (7) = 2.81, p < 0.03. There were no significant effects for the ERPs obtained from infants born to smokers in this time interval. In the second time period identified by the PCA that occurred from 132 msec to 268 msec, babies born to nonsmoking mothers continued to discriminate between speech syllables, whereas infants born to smoking mothers just began to generate ERPs that discriminated between a few of the speech sounds. The babies of nonsmokers discriminated between vowel sounds as indicated by their generating larger ERPs in response to /gu/ compared with /ga/, t (7) = 2.46, p < 0.05, over right posterior temporal areas (Figure 3A and B) and to /bu/ vs. /ba/, t (7) = 3.5, p < 0.01, over right parietal regions. Furthermore, the pattern of hemisphere differences was reversed with /gu/ now generating larger amplitudes over right anterior temporal regions rather than left, t (7) = 2.53, p < 0.04. In the same time period, ERPs of babies born to smoking mothers generated larger amplitude responses to the /ba/ syllable than to /ga/ over the left posterior temporal sites, t (7) = 2.47, p < 0.05. This pattern of hemisphere differences was reversed over the right hemisphere where ERP amplitudes to /ba/ were more negative than to /da/, t (7) = 2.37, p < 0.05 (Figure 3, bottom). Hemisphere asymmetry was present in response to the /ba/ syllable, with larger amplitudes at posterior temporal leads over the left versus right hemisphere, t (7) = 3.62, p < 0.01. Vowel discrimination was noted for /ba/ versus /bu/ syllables, with the latter eliciting larger amplitudes over right posterior temporal locations, t (7) = 2.53, p < 0.04. Additionally, these babies generated anterior-posterior temporal differences over the right hemisphere with /da/ eliciting larger amplitudes at posterior locations, t (7) = 2.6, p < 0.04, an effect that was not present in babies in the nonsmoking group. Discussion Years of medical investigations have demonstrated that smoking during pregnancy adversely affects intrauterine environment of the fetus, leads to lower birth weight, and presents a higher risk for health problems during childhood. Some evidence suggests that prenatal exposure to cigarette smoking results in lower cognitive abilities later in development--specifically, language and reading skills. With one in 10 women in the United States smoking throughout her pregnancy (with individual state rates as high as one in four women; CDC 2004), understanding how prenatal exposure to cigarette smoking affects initial and later cognitive development is crucial. In this study we examined whether babies born to mothers who smoke process auditory information differently from the babies of nonsmokers. ERPs are an effective measure of information processing information processing: see data processing. information processing Acquisition, recording, organization, retrieval, display, and dissemination of information. Today the term usually refers to computer-based operations. , have been successfully used in previous studies to assess language processes in newborns and young infants, and have demonstrated strong relationships with the results of standard behavioral assessments. As expected, ERPs elicited by speech stimuli were significantly different in infants prenatally exposed to maternal cigarette smoking. In line with the first hypothesis, newborns of nonsmokers demonstrated typical hemisphere asymmetry for speech processing, with larger ERP amplitudes over the left hemisphere than over the right hemisphere--specifically, over anterior and posterior temporal sites. However, babies of smoking mothers initially demonstrated no hemisphere differences, and after a delayed time period their ERPs indicated an inconsistent pattern of hemisphere differences, with left hemisphere amplitudes larger for some speech sounds and smaller for others. As predicted by the second hypothesis, there were notable group differences in the speed of the brain responses and the number of discriminations between speech sounds. ERPs recorded from babies of nonsmokers began to distinguish consonant and vowel sounds within 150 msec after stimulus onset and discriminated among a larger number of different speech syllables. In contrast, the newborns of smoking mothers began the speech sound differentiation process later in time (after 150 msec) and discriminated among fewer syllables. Together, these findings support the position that smoking during pregnancy has a detrimental effect on the developing fetus expressed in altered brain functioning at birth, even in the absence of low birth weight. Poorer speech sound discrimination at birth could lead to decreased cognitive performance later in life (Molfese 2000). Because this was an observational study In statistics, the goal of an observational study is to draw inferences about the possible effect of a treatment on subjects, where the assignment of subjects into a treated group versus a control group is outside the control of the investigator. , there is an inherent possibility that the group differences might reflect residual 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 differences between women who smoke and those who do not. However, the use of two groups of healthy newborn infants matched on a variety of maternal and SES characteristics and tested before discharge at the hospital where smoking was not allowed, most of the possible mediating effects (e.g., postnatal environment, smoking-related health issues) were eliminated or greatly reduced, thereby restricting the likely cause of the observed group differences to the prenatal environment. A markedly delayed speech sound discrimination process observed in newborns of smoking mothers is consistent with previous reports linking prenatal exposure to smoking with less than optimal central nervous system organization and may offer an explanation for lower language abilities during childhood that have been observed in other studies. Electrophysiologic studies report that infants whose brains can detect, react to, and process speech sounds more quickly will be advantaged during later language development (Molfese 2000; Molfese et al. 2002). Similarly, behavioral research supports the notion that phonologic pho·nol·o·gy n. pl. pho·nol·o·gies 1. The study of speech sounds in language or a language with reference to their distribution and patterning and to tacit rules governing pronunciation. 2. processing skills are fundamental to language development and to subsequent reading abilities (Brady 1991; Catts et al. 1999; Wagner et al. 1994). Others demonstrated a connection between auditory processing and attention deficits (Geffner et al. 1996) or learning disabilities (Kraus et al. 1996). Together, these findings highlight the importance of proper auditory processing and speech discrimination for overall cognitive development and functioning. One limitation of this study is the minimal information available regarding the exact amount of exposure to tobacco smoke. Maternal smoking histories were obtained through self-report and medical records and did not include detailed information about whether reported smoking rates were stable throughout the pregnancy or other data on environmental exposure to tobacco smoke. Further research is also needed to elucidate the dose-response relationship The Dose-response relationship describes the change in effect on an organism caused by differing levels of exposure (or doses) to a stressor (usually a chemical). This may apply to individuals (eg: a small amount has no observable effect, a large amount is fatal), or to populations between the amount of exposure to tobacco smoking in utero and the resulting impact on the infant's brain ability to process speech and other auditory inputs; here, the small number of participants for whom such data were available (n = 5) did not allow for sufficient statistical power to examine this issue in the current sample. Using biologic markers (e.g., hair samples, meconium meconium /me·co·ni·um/ (mi-ko´ne-um) dark green mucilaginous material in the intestine of the full-term fetus. me·co·ni·um n. 1. ) and including data on environmental exposure to smoking would strengthen future studies by improving the accuracy of classification into exposed/nonexposed groups and allowing to address dose-response questions. Furthermore, it is important to examine the longevity of the observed differences in brain activity. A developing brain is known for its plasticity and ability to reorganize in response to stimulation provided by the postnatal environment. For example, breast-feeding breast-feeding /breast-feed·ing/ (brest´fed?ing) nursing; the feeding of an infant at the mother's breast. may ameliorate a·mel·io·rate tr. & intr.v. a·me·lio·rat·ed, a·me·lio·rat·ing, a·me·lio·rates To make or become better; improve. See Synonyms at improve. [Alteration of meliorate. some of the negative effects (Batstra et al. 2003b; Obel et al. 1998). Consequently, it is possible that the group differences observed at birth may become smaller over the course of development. However, existing behavioral research reporting group differences between children of smokers and of nonsmokers suggest that, at least in some cases, such differences persist throughout early and middle childhood. Therefore, examining neurodevelopmental trajectories of exposed and nonexposed babies could lead to improved understanding of their differences, better prediction of outcomes, and possibly more specialized and effective interventions designed to compensate for the potential deficits in the exposed group. Separate consideration should also be given to the environmental exposure to smoking once babies leave the hospital because this may also contribute to the observed developmental differences (Yolton et al. 2005). Infants born to smoking mothers may be more likely to be exposed to environmental tobacco smoke environmental tobacco smoke (ETS/passive smoke), n the gaseous by-product of burning tobacco products, including but not limited to commercially manufactured cigarettes and cigars; contains toxic elements harmful to the health of adults and children , thus further increasing their risk of adverse developmental outcomes. Finally, although the two participant groups were matched on birth weight, gestational age, mother's age, Apgar scores, mother's education, and yearly income, male:female ratio in the current sample was uneven (10 females, 6 males). In the follow-up to this study, it will be important to examine whether smoking during pregnancy differentially affects brain functioning of males and females. In summary, prenatal exposure to cigarette smoking was found to be associated with sub-optimal brain activity related to speech processing in otherwise healthy newborns. A large body of research indicates that ability to differentiate among speech sounds establishes the foundation for later language and cognitive abilities. Although more research is needed, it is clear that smoking during pregnancy places infants at risk for developmental difficulties and thus should be regarded with the attention comparable to that given to other drug use. Further, infants of smoking mothers may benefit from follow-up testing during early childhood that could detect and address any developmental issues as early as possible. REFERENCES American Academy of Pediatrics Committee on Environmental Health. 1997. Environmental tobacco smoke: a hazard to children. Pediatrics 99:639-642. Batstra L, Hadders-Algra M, Neeleman J. 2003a. Effect of antenatal an·te·na·tal adj. See prenatal. antenatal before parturition. 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Molfese (4) (1) Kennedy Center for Research on Human Development and Department of Hearing and Speech Sciences, Vanderbilt University Vanderbilt University, at Nashville, Tenn.; coeducational; chartered 1872 as Central Univ. of Methodist Episcopal Church, founded and renamed 1873, opened 1875 through a gift from Cornelius Vanderbilt. Until 1914 it operated under the auspices of the Methodist Church. , Nashville, Tennessee “Nashville” redirects here. For other uses, see Nashville (disambiguation). Nashville is the capital and the second most populous city of the U.S. state of Tennessee, after Memphis. , USA; (2) Department of Psychological and Brain Sciences, University of Louisville, Louisville, Kentucky “Louisville” redirects here. For other uses, see Louisville (disambiguation). , USA; (3) Birth Defects birth defects, abnormalities in physical or mental structure or function that are present at birth. They range from minor to seriously deforming or life-threatening. A major defect of some type occurs in approximately 3% of all births. Center, Department of Molecular, Cellular and Craniofacial craniofacial /cra·nio·fa·cial/ (kra?ne-o-fa´sh'l) pertaining to the cranium and the face. cra·ni·o·fa·cial adj. Of or involving both the cranium and the face. Biology, University of Louisville, Louisville, Kentucky, USA; (4) College of Education and Human Development, University of Louisville, Louisville, Kentucky, USA Address correspondence to A.P.F. Key, Kennedy Center for Research On Human Development, 21st Ave. S & Edgehill Ave., MRL MRL Medical Record Librarian; now called Medical Record Administrator. MRL maximum residue limit. Building, Rm. 231, Vanderbilt University, Nashville, TN 37203 USA. Telephone: (615) 322-3498. Fax: (615) 322-8236. E-mail: sasha.key@vanderbilt.edu This work was supported in part by grants from the Department of Health and Human Services Noun 1. Department of Health and Human Services - the United States federal department that administers all federal programs dealing with health and welfare; created in 1979 Health and Human Services, HHS (90XA0011), National Institutes of Health (R01 HD17860), and the U.S. Department of Education (R215K000023) to D.L.M. and V.J.M. The authors declare they have no competing financial interests. Received 17 July 2006; accepted 27 November 2006. Table 1. Participants' demographic data by group (mean [+ or -] SD). Characteristic Nonsmokers Smokers No. (male/female) 8 (3/5) 8 (3/5) Gestational age 39.5 [+ or -] 1.31 39 [+ or -] 1.00 (weeks) Birth weight (g) 3,268.94 [+ or -] 277.93 3,426.44 [+ or -] 474.20 Mother's age (years) 25.63 [+ or -] 3.78 25.63 [+ or -] 4.41 Gravidity 2.75 [+ or -] 1.58 2.25 [+ or -] 1.04 Apgar scores 1 min 8.38 [+ or -] 0.52 8.38 [+ or -] 0.52 5 min 9.00 [+ or -] 0.0 8.88 [+ or -] 0.35 Family income 17.81 [+ or -] 15.20 17.50 [+ or -] 15.47 (thousands, $) |
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