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Barlow SM, Liao C, Lee J, Kim S, Maron JL, Song D, Jegatheesan P, Govindaswami B, Wilson BJ, Bhakta K, Cleary JP. Spectral features of non-nutritive suck dynamics in extremely preterm infants. PEDIATRIC MEDICINE (HONG KONG, CHINA) 2023; 6:23. [PMID: 37900782 PMCID: PMC10611428 DOI: 10.21037/pm-21-91] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/31/2023]
Abstract
Background Non-nutritive suck (NNS) is used to promote ororhythmic patterning and assess oral feeding readiness in preterm infants in the neonatal intensive care unit (NICU). While time domain measures of NNS are available in real time at cribside, our understanding of suck pattern generation in the frequency domain is limited. The aim of this study is to model the development of NNS in the frequency domain using Fourier and machine learning (ML) techniques in extremely preterm infants (EPIs). Methods A total of 117 EPIs were randomized to a pulsed or sham orocutaneous intervention during tube feedings 3 times/day for 4 weeks, beginning at 30 weeks post-menstrual age (PMA). Infants were assessed 3 times/week for NNS dynamics until they attained 100% oral feeding or NICU discharge. Digitized NNS signals were processed in the frequency domain using two transforms, including the Welch power spectral density (PSD) method, and the Yule-Walker PSD method. Data analysis proceeded in two stages. Stage 1: ML longitudinal cluster analysis was conducted to identify groups (classes) of infants, each showing a unique pattern of change in Welch and Yule-Walker calculations during the interventions. Stage 2: linear mixed modeling (LMM) was performed for the Welch and Yule-Walker dependent variables to examine the effects of gestationally-aged (GA), PMA, sex (male, female), patient type [respiratory distress syndrome (RDS), bronchopulmonary dysplasia (BPD)], treatment (NTrainer, Sham), intervention phase [1, 2, 3], cluster class, and phase-by-class interaction. Results ML of Welch PSD method and Yule-Walker PSD method measures revealed three membership classes of NNS growth patterns. The dependent measures peak_Hz, PSD amplitude, and area under the curve (AUC) are highly dependent on PMA, but show little relation to respiratory status (RDS, BPD) or somatosensory intervention. Thus, neural regulation of NNS in the frequency domain is significantly different for each identified cluster (classes A, B, C) during this developmental period. Conclusions Efforts to increase our knowledge of the evolution of the suck central pattern generator (sCPG) in preterm infants, including NNS rhythmogenesis will help us better understand the observed phenotypes of NNS production in both the frequency and time domains. Knowledge of those features of the NNS which are relatively invariant vs. other features which are modifiable by experience will likewise inform more effective treatment strategies in this fragile population.
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Affiliation(s)
- Steven M. Barlow
- Department of Communication Disorders and Department of Biological Systems Engineering, Center for Brain, Biology & Behavior, University of Nebraska, Lincoln, NE, USA
| | - Chunxiao Liao
- Department of Biochemistry, Baylor College of Medicine, Houston, TX, USA
| | - Jaehoon Lee
- Department of Educational Psychology, Leadership & Counseling, Texas Tech University, Lubbock, TX, USA
| | - Seungman Kim
- Department of Educational Psychology, Leadership & Counseling, Texas Tech University, Lubbock, TX, USA
| | - Jill L. Maron
- Division of Newborn Medicine, Tufts Medical Center, Boston, MA, USA
- Mother Infant Research Institute, Tufts Medical Center, Boston, MA, USA
- Division of Newborn Medicine, Women & Infants Hospital of Rhode Island, Providence, RI, USA
| | - Dongli Song
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Priya Jegatheesan
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Balaji Govindaswami
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Bernard J. Wilson
- Division of Neonatal-Perinatal Medicine, CHI Health St. Elizabeth, Lincoln, NE, USA
| | - Kushal Bhakta
- Neonatology, Children’s Hospital of Orange County, Orange, CA, USA
- Department of Pediatrics, University of California-Irvine, Irvine, CA, USA
| | - John P. Cleary
- Neonatology, Children’s Hospital of Orange County, Orange, CA, USA
- Department of Pediatrics, University of California-Irvine, Irvine, CA, USA
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Alm S, Stoltz Sjöström E, Domellöf M. Prevalence and Risk Factors for Post-Discharge Feeding Problems in Children Born Extremely Preterm. J Pediatr Gastroenterol Nutr 2023; 76:498-504. [PMID: 36652562 PMCID: PMC10013140 DOI: 10.1097/mpg.0000000000003704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 01/09/2023] [Indexed: 01/20/2023]
Abstract
OBJECTIVES Preterm infants have a high risk of post-discharge feeding problems, but there is a lack of population-based studies in infants born extremely preterm and little is known about underlying mechanisms. The objectives were to assess the incidence of post-discharge feeding problems and underweight in a population-based cohort of infants born extremely preterm in Sweden (EXPRESS) and identify perinatal risk factors. METHODS Perinatal health data and prenatal/postnatal growth data was prospectively collected in the cohort. Data on clinical diagnoses related to feeding problems were obtained from the Swedish Patient Register and population prevalence data was also obtained. The main outcome was a composite of post-discharge feeding problem diagnosis and/or underweight at 2.5 years of age. RESULTS In total, 66 children (19%) had post-discharge feeding problems diagnosed before 2 years and/or underweight at 2.5 years of age. The risk of feeding problems when compared to the general population was significantly higher, with an odds ratio (OR) of 193 (95% confidence interval (CI) 137.6-270.9). The strongest risk factors for feeding problems were the number of days on mechanical ventilation during the first 8 postnatal weeks, OR of 1.59 (CI 95% 1.29-1.98), and the Clinical Risk Index for Babies-score, OR of 1.14 (CI 95% 1.03-1.26). CONCLUSIONS Post-discharge feeding problems and underweight are common in children born extremely preterm. The strongest perinatal risk factor for later feeding problems was early treatment with mechanical ventilation. Identifying infants at risk of post-discharge feeding problems might be useful for targeting of nutritional support.
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Affiliation(s)
- Stina Alm
- From the Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
| | | | - Magnus Domellöf
- From the Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
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Kim C, Zimmerman E, Huerta-Montañez G, Rosario-Pabón ZY, Vélez-Vega CM, Alshawabkeh AN, Cordero JF, Meeker JD, Watkins DJ. Associations between biomarkers of prenatal metals exposure and non-nutritive suck among infants from the PROTECT birth cohort in Puerto Rico. FRONTIERS IN EPIDEMIOLOGY 2022; 2:1057515. [PMID: 38455310 PMCID: PMC10911005 DOI: 10.3389/fepid.2022.1057515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/15/2022] [Indexed: 03/09/2024]
Abstract
Background/Aim Infant non-nutritive suck (NNS) has been used as an early marker of neonatal brain function. Although there is an established relationship between prenatal exposure to certain metals and brain development, the association between metal exposure and NNS has not been explored. Therefore, in this study we assessed associations between maternal urinary metal(loid) concentrations and NNS measurements among infants from the Puerto Rico PROTECT birth cohort. We hypothesized that maternal urinary metal(loid) concentrations are significantly associated with infant NNS measures in a sex-dependent manner. Methods We measured urinary concentrations of 14 metal(loid)s in pregnant women at up to three time points in pregnancy. The geometric mean of each metal(loid) for each pregnant woman was calculated and used as an exposure measurement across gestation. NNS measurements (duration, frequency, amplitude, bursts/min, cycles/burst, cycles/min) were collected from infants between 4 and 6 (±2 weeks) weeks of age using our custom research pacifier. Linear regression was used to estimate associations between urinary metal(loid) concentrations across pregnancy and continuous NNS variables. Sex-specific effects were estimated using interaction terms between NNS variables and infant sex. Results We observed significant positive associations between mercury, manganese, and tin with NNS duration (mercury: %Δ = 1.08, 95% CI: 0.42, 1.74; manganese: %Δ = 0.67, 95% CI: 0.15, 1.20; tin: %Δ = 0.83, 95% CI: 0.17, 1.49) and NNS cycles/burst (mercury: %Δ = 1.85, 95% CI: 0.58, 3.11; manganese: (%Δ = 1.37, 95% CI: 0.40, 2.34; tin: %Δ = 1.68, 95% CI: 0.46, 2.91). Furthermore, the association between NNS cycles/min with cadmium (%Δ = 8.06, 95% CI: 3.33, 12.78), manganese (%Δ = 4.44, 95% CI: 1.40, 7.47), and tin (%Δ = 4.50, 95% CI: 0.81, 8.18) were in the opposite direction from its association with zinc (%Δ = -9.30, 95% CI: -14.71, -3.89), as well as with copper (%Δ = -6.58, 95% CI: -12.06, -1.10). For the sex-stratified analysis, the negative associations between metal(loid)s and NNS duration were predominantly driven by male infants; however, the negative associations between metal(loid)s and NNS bursts/min were mainly driven by female infants. Conclusion We observed significant associations between prenatal metal(loid) exposure and NNS measurements among infants from the ongoing Puerto Rico PROTECT cohort. Similar to previous studies that have demonstrated associations between NNS and subsequent neurodevelopment, this study highlights the potential of NNS as a quantitative index to measure altered neurodevelopment from prenatal metal(loid) exposures. We believe this study will inform future efforts aimed at reducing health risks related to early life metal exposures, such as developing early identification of metal-induced adverse outcomes in child neurodevelopment.
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Affiliation(s)
- Christine Kim
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, United States
| | - Emily Zimmerman
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA, United States
| | - Gredia Huerta-Montañez
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, GA, United States
| | - Zaira Y. Rosario-Pabón
- UPR Medical Sciences Campus, University of Puerto Rico Graduate School of Public Health, San Juan, Puerto Rico
| | - Carmen M. Vélez-Vega
- UPR Medical Sciences Campus, University of Puerto Rico Graduate School of Public Health, San Juan, Puerto Rico
| | | | - José F. Cordero
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, GA, United States
| | - John D. Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, United States
| | - Deborah J. Watkins
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, United States
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Zimmerman E, Watkins DJ, Huerta-Montanez G, Rosario Pabon Z, Feric Z, Manjourides J, Velez-Vega CM, Figueroa A, Hines M, Martens A, Cordero J, Alshwabekah A, Meeker JD. Associations of gestational phthalate exposure and non-nutritive suck among infants from the Puerto Rico Testsite for Exploring Contamination Threats (PROTECT) birth cohort study. ENVIRONMENT INTERNATIONAL 2021; 152:106480. [PMID: 33740674 PMCID: PMC8713051 DOI: 10.1016/j.envint.2021.106480] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 02/15/2021] [Accepted: 02/19/2021] [Indexed: 06/10/2023]
Abstract
BACKGROUND Infant non-nutritive suck (NNS), or sucking on a pacifier with no nutrients being delivered, has been used as in index of brain function and has been linked to subsequent neurodevelopment. Yet, no data are available connecting NNS to environmental exposures in utero. The goal of this study was to examine the relationship between gestational exposure to phthalates (a group of chemicals found in personal care products, PVC plastics, and other products) and NNS among infants in a birth cohort study in Puerto Rico. METHODS Urinary phthalate metabolite levels were measured in women at up to three time points in pregnancy as a measure of in utero exposure to the child. We calculated the geometric mean of each metabolite for each woman as a measure of exposure across gestation. Infants had their NNS sampled using our custom research pacifier between 4-6 (± 2 weeks) weeks of age, yielding the following NNS dependent measures: cycles/burst, frequency, amplitude, bursts/min, and cycles/min. RESULTS Two hundred and eight mother-infant dyads completed this study We used multiple linear regression to assess associations between individual phthalate metabolites and NNS measurements, adjusting for infant sex, birthweight, and urinary specific gravity. An interquartile range (IQR) increase in mono carboxyisononyl phthalate across pregnancy was associated with 3.5% (95%CI: -6.2, -0.8%) lower NNS frequency and 8.9% (0.6, 17.3%) higher NNS amplitude. Similarly, an IQR increase in mono-2-ethylhexyl phthalate was also associated with 3.4% (-6.5, -0.2%) lower NNS frequency, while an IQR increase in di-2-ethylhexyl terephthalate metabolites was associated with 11.2% (2.9, 19.5%) higher NNS amplitude. Gestational exposure to phthalates may alter NNS amplitude and frequency in full-term infants. These findings indicate that the infants may be increasing their NNS amplitude to compensate for their slower NNS frequency. These preliminary findings could have important clinical implications for earlier detection of exposure-related deficits in neurofunction as well as implications for subsequent neurodevelopment and related interventions.
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Affiliation(s)
- Emily Zimmerman
- Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts, USA.
| | - Deborah J Watkins
- University of Michigan School of Public Health, Department of Environmental Health Sciences, Ann Arbor, Michigan, USA
| | - Gredia Huerta-Montanez
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, USA
| | - Zaira Rosario Pabon
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, USA
| | - Zlatan Feric
- College of Engineering, Northeastern University, Boston, Massachusetts, USA
| | - Justin Manjourides
- Department of Health Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Carmen M Velez-Vega
- University of Puerto Rico Graduate School of Public Health, UPR Medical Sciences Campus, San Juan, Puerto Rico
| | - Abigail Figueroa
- University of Puerto Rico Graduate School of Public Health, UPR Medical Sciences Campus, San Juan, Puerto Rico
| | - Morgan Hines
- Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts, USA
| | - Alaina Martens
- Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts, USA
| | - José Cordero
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, USA
| | - Akram Alshwabekah
- College of Engineering, Northeastern University, Boston, Massachusetts, USA
| | - John D Meeker
- University of Michigan School of Public Health, Department of Environmental Health Sciences, Ann Arbor, Michigan, USA
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Martens A, Hines M, Zimmerman E. Changes in non-nutritive suck between 3 and 12 months. Early Hum Dev 2020; 149:105141. [PMID: 32784100 PMCID: PMC8943411 DOI: 10.1016/j.earlhumdev.2020.105141] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/07/2020] [Accepted: 07/21/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND Non-nutritive suck (NNS) is one piece of the complex oral feeding process, yet there is paucity on how it develops throughout the first year of life. AIMS To determine changes in infant NNS between 3 and 12 months of age. STUDY DESIGN Twenty-six full-term infants (65% male) completed this study. All infants were offered our custom research pacifier to attain a quantitative analysis of their suck pattern. Based on quantitative analyses of NNS cycle count, the best 2 min of infants' suck were selected and analyzed. OUTCOME MEASURES NNS duration, amplitude, cycles/burst, frequency, cycles, and bursts. RESULTS NNS duration, bursts, cycles/burst and cycles significantly decreased from 3 to 12 months, yet amplitude significantly increased over the same time period. Additionally, no significant differences were evident for NNS frequency. Three-month-old infants produced a median of 4.50 suck bursts per minute that contained 9.60 cycles/burst, resulting in a burst duration of 4.74 s. The median NNS frequency was 2.09 Hz, with an average amplitude of 14.05 cmH20. Twelve-month-old infants produced a median of 2.50 suck bursts that contained 3.75 cycles/burst, resulting in a burst duration of 1.67 s. The median NNS frequency was 2.11 Hz with an amplitude of 19.75 cmH20. CONCLUSION Full-term infants significantly change their NNS duration, amplitude, burst number, cycles/burst and cycle number with no significant changes present in NNS frequency between 3 and 12 months. Knowledge of NNS emergence and maturation during the first year of life is imperative for proper NNS assessment so that healthcare professionals can identify delays.
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Affiliation(s)
- Alaina Martens
- Department of Communication Sciences & Disorders, Northeastern University, 360 Huntington Ave., Boston, MA 02115, USA.
| | - Morgan Hines
- Department of Communication Sciences & Disorders, Northeastern University, 360 Huntington Ave., Boston, MA 02115, USA.
| | - Emily Zimmerman
- Department of Communication Sciences & Disorders, Northeastern University, 360 Huntington Ave., Boston, MA 02115, USA.
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Chu SY, Barlow SM, Lee J, Wang J. Effects of utterance rate and length on the spatiotemporal index in Parkinson's disease. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2020; 22:141-151. [PMID: 31213093 DOI: 10.1080/17549507.2019.1622781] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 02/26/2019] [Accepted: 05/16/2019] [Indexed: 06/09/2023]
Abstract
Purpose: To characterise labial articulatory pattern variability using the spatiotemporal index (STI) in speakers with idiopathic Parkinson's disease (PD) across different speaking rates and syllable-sentence conditions compared to age- and sex-matched healthy controls.Method: Ten speakers with mild-severe idiopathic PD and 10 controls produced "pa" and the Rainbow Passage at slow, typical and fast speech rates. Upper lip and lower lip kinematics were digitised during a motion capture system. Data were analysed using linear mixed modelling.Result: Regardless of the participant group, a high STI value was observed in the fast speech rate for the "pa" syllable condition, particularly for movements of the lower lip. As utterance rate increased, the control group showed the highest variability, followed by PD OFF and PD ON conditions. Syllable "pa" showed a greater STI value compared to both the first and second utterance of Rainbow Passage.Conclusion: PD manifests sufficient residual capacity to achieve near-normal motor compensation to preserve the consistency of lower lip movements during speech production. The lack of a significant difference in lip STI values between ON-OFF medication states suggests that dopaminergic treatment does not influence stability of speech for individuals with mild-moderate stage PD.
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Affiliation(s)
- Shin Ying Chu
- Faculty of Health Sciences, Centre for Rehabilitation & Special Needs, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Steven M Barlow
- Department of Special Education and Communication Disorders and Department of Biological Systems Engineering, Center for Brain, Biology and Behavior, University of Nebraska, Lincoln, NE, USA
- Communication Neuroscience Laboratories, University of Nebraska, Lincoln, NE, USA, and
| | - Jaehoon Lee
- Department of Educational Psychology and Leadership, Institute for Measurement, Methodology, Analysis and Policy (IMMAP), Texas Tech University, Lubbock, TX, USA
| | - Jingyan Wang
- Communication Neuroscience Laboratories, University of Nebraska, Lincoln, NE, USA, and
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Stroustrup A, Bragg JB, Spear EA, Aguiar A, Zimmerman E, Isler JR, Busgang SA, Curtin PC, Gennings C, Andra SS, Arora M. Cohort profile: the Neonatal Intensive Care Unit Hospital Exposures and Long-Term Health (NICU-HEALTH) cohort, a prospective preterm birth cohort in New York City. BMJ Open 2019; 9:e032758. [PMID: 31772104 PMCID: PMC6887035 DOI: 10.1136/bmjopen-2019-032758] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 10/31/2019] [Accepted: 11/01/2019] [Indexed: 01/25/2023] Open
Abstract
PURPOSE The Neonatal Intensive Care Unit Hospital Exposures and Long-Term Health (NICU-HEALTH) longitudinal preterm birth cohort studies the impact of the NICU exposome on early-life development. NICU-HEALTH collects multiple biospecimens, complex observational and survey data and comprehensive multisystem outcome assessments to allow measurement of the impact of modifiable environmental exposures during the preterm period on neurodevelopmental, pulmonary and growth outcomes. PARTICIPANTS Moderately preterm infants without genetic or congenital anomalies and their mothers are recruited from an urban academic medical centre level IV NICU in New York City, New York, USA. Recruitment began in 2011 and continues through multiple enrolment phases to the present with goal enrolment of 400 infants. Follow-up includes daily data collection throughout the NICU stay and six follow-up visits in the first 2 years. Study retention is 77% to date, with the oldest patients turning age 8 in 2019. FINDINGS TO DATE NICU-HEALTH has already contributed significantly to our understanding of phthalate exposure in the NICU. Phase I produced the first evidence of the clinical impact of phthalate exposure in the NICU population. Further study identified specific sources of exposure to clinically relevant phthalate mixtures in the NICU. FUTURE PLANS Follow-up from age 3 to 12 is co-ordinated through integration with the Environmental Influences on Child Health Outcomes (ECHO) programme. The NICU-HEALTH cohort will generate a wealth of biomarker, clinical and outcome data from which future studies of the impact of early-life chemical and non-chemical environmental exposures can benefit. Findings from study of this cohort and other collaborating environmental health cohorts will likely translate into improvements in the hospital environment for infant development. TRIAL REGISTRATION NUMBERS This observational cohort is registered with ClinicalTrials.gov (NCT01420029 and NCT01963065).
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Affiliation(s)
- Annemarie Stroustrup
- Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Jennifer B Bragg
- Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Emily A Spear
- Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Andrea Aguiar
- Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Emily Zimmerman
- Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts, USA
| | - Joseph R Isler
- Pediatrics, Columbia University, New York City, New York, USA
| | - Stefanie A Busgang
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Paul C Curtin
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Chris Gennings
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Syam S Andra
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Manish Arora
- Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
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Liao C, Rosner AO, Maron JL, Song D, Barlow SM. Automatic Nonnutritive Suck Waveform Discrimination and Feature Extraction in Preterm Infants. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2019; 2019:7496591. [PMID: 30863456 PMCID: PMC6378788 DOI: 10.1155/2019/7496591] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 12/08/2018] [Accepted: 12/26/2018] [Indexed: 11/18/2022]
Abstract
Background and Objective: The emergence of the nonnutritive suck (NNS) pattern in preterm infants reflects the integrity of the brain and is used by clinicians in the neonatal intensive care unit (NICU) to assess feeding readiness and oromotor development. A critical need exists for an integrated software platform that provides NNS signal preprocessing, adaptive waveform discrimination, feature detection, and batch processing of big data sets across multiple NICU sites. Thus, the goal was to develop and describe a cross-platform graphical user interface (GUI) and terminal application known as NeoNNS for single and batch file time series and frequency-domain analyses of NNS compression pressure waveforms using analysis parameters derived from previous research on NNS dynamics. Methods. NeoNNS was implemented with Python and the Tkinter GUI package. The NNS signal-processing pipeline included a low-pass filter, asymmetric regression baseline correction, NNS peak detection, and NNS burst classification. Data visualizations and parametric analyses included time- and frequency-domain view, NNS spatiotemporal index view, and feature cluster analysis to model oral feeding readiness. Results. 568 suck assessment files sampled from 30 extremely preterm infants were processed in the batch mode (<50 minutes) to generate time- and frequency-domain analyses of infant NNS pressure waveform data. NNS cycle discrimination and NNS burst classification yield quantification of NNS waveform features as a function of postmenstrual age. Hierarchical cluster analysis (based on the Tsfresh python package and NeoNNS) revealed the capability to label NNS records for feeding readiness. Conclusions. NeoNNS provides a versatile software platform to rapidly quantify the dynamics of NNS development in time and frequency domains at cribside over repeated sessions for an individual baby or among large numbers of preterm infants at multiple hospital sites to support big data analytics. The hierarchical cluster feature analysis facilitates modeling of feeding readiness based on quantitative features of the NNS compression pressure waveform.
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Affiliation(s)
- Chunxiao Liao
- Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588-0115, USA
| | - Austin O. Rosner
- Mother Infant Research Institute, Tufts Medical Center, Boston, MA 02111, USA
| | - Jill L. Maron
- Mother Infant Research Institute, Tufts Medical Center, Boston, MA 02111, USA
| | - Dongli Song
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA 95128, USA
| | - Steven M. Barlow
- Department of Communication Disorders, University of Nebraska-Lincoln, Lincoln, NE 68583-0738, USA
- Department of Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE 68583-0726, USA
- Center for Brain, Biology, and Behavior, University of Nebraska-Lincoln, Lincoln, NE 68588-0156, USA
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Abstract
OBJECTIVE To identify the progression of non-nutritive sucking (NNS) across postmenstrual age (PMA) and to investigate the relationship of NNS with medical and social factors and oral feeding. STUDY DESIGN Fifty preterm infants born at ≤32 weeks gestation had NNS assessed weekly starting at 32 weeks PMA with the NTrainer System. Oral feeding was assessed at 38 weeks PMA. RESULTS There were increases in NNS bursts per minute (p = 0.005), NNS per minute (p < 0.0001), NNS per burst (p < 0.001), and peak pressure (p = 0.0003) with advancing PMA. Level of immaturity and medical complications were related to NNS measures (p < 0.05). NNS measures were not related to Neonatal Oral Motor Assessment Scale scores. Smaller weekly change in NNS peak pressure (p = 0.03; β = -1.4) was related to feeding success at 38 weeks PMA. CONCLUSION Infants demonstrated NNS early in gestation. Variability in NNS scores could reflect medical complications and immaturity. More stable sucking pressure across time was related to feeding success at 38 weeks PMA.
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Affiliation(s)
- Roberta Pineda
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, Missouri,Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Kelsey Dewey
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, Missouri
| | - Amy Jacobsen
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, Missouri
| | - Joan Smith
- Department of Quality, Safety, and Practice Excellence, St. Louis Children’s Hospital, St. Louis, Missouri
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Loeb DF, Imgrund CM, Lee J, Barlow SM. Preterm Neurodevelopmental Outcomes Following Orosensory Entrainment Intervention. JOURNAL OF NEONATAL NURSING : JNN 2018; 24:203-207. [PMID: 30197548 PMCID: PMC6121817 DOI: 10.1016/j.jnn.2017.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Previous research indicates that the NTrainer, a pressurized pacifier programmed to produce pulsed pneumotactile stimulation during gavage feeds, has been found to facilitate non-nutritive suck development and shorten the length of hospital stay when used in the Neonatal Intensive Care Unit (NICU). Four groups of children, including infants of diabetic mothers (IDM), healthy controls (HI), and those with respiratory distress syndrome (RDS), or chronic lung disease (CLD), were randomly assigned to an NTrainer therapy or sham 'control' condition when in the NICU. At 30 months of age, 113/223 study participants were assessed using standardized language, motor, and cognitive assessments. No significant group differences were evident between the NTrainer and sham groups in language, motor, or cognitive functioning. The NTrainer did not improve nor adversely impact language, cognition, or motor outcomes.
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Barlow SM, Maron JL, Alterovitz G, Song D, Wilson BJ, Jegatheesan P, Govindaswami B, Lee J, Rosner AO. Somatosensory Modulation of Salivary Gene Expression and Oral Feeding in Preterm Infants: Randomized Controlled Trial. JMIR Res Protoc 2017; 6:e113. [PMID: 28615158 PMCID: PMC5489710 DOI: 10.2196/resprot.7712] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 04/28/2017] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Despite numerous medical advances in the care of at-risk preterm neonates, oral feeding still represents one of the first and most advanced neurological challenges facing this delicate population. Objective, quantitative, and noninvasive assessment tools, as well as neurotherapeutic strategies, are greatly needed in order to improve feeding and developmental outcomes. Pulsed pneumatic orocutaneous stimulation has been shown to improve nonnutritive sucking (NNS) skills in preterm infants who exhibit delayed or disordered nipple feeding behaviors. Separately, the study of the salivary transcriptome in neonates has helped identify biomarkers directly linked to successful neonatal oral feeding behavior. The combination of noninvasive treatment strategies and transcriptomic analysis represents an integrative approach to oral feeding in which rapid technological advances and personalized transcriptomics can safely and noninvasively be brought to the bedside to inform medical care decisions and improve care and outcomes. OBJECTIVE The study aimed to conduct a multicenter randomized control trial (RCT) to combine molecular and behavioral methods in an experimental conceptualization approach to map the effects of PULSED somatosensory stimulation on salivary gene expression in the context of the acquisition of oral feeding habits in high-risk human neonates. The aims of this study represent the first attempt to combine noninvasive treatment strategies and transcriptomic assessments of high-risk extremely preterm infants (EPI) to (1) improve oral feeding behavior and skills, (2) further our understanding of the gene ontology of biologically diverse pathways related to oral feeding, (3) use gene expression data to personalize neonatal care and individualize treatment strategies and timing interventions, and (4) improve long-term developmental outcomes. METHODS A total of 180 extremely preterm infants from three neonatal intensive care units (NICUs) will be randomized to receive either PULSED or SHAM (non-pulsing) orocutaneous intervention simultaneous with tube feedings 3 times per day for 4 weeks, beginning at 30 weeks postconceptional age. Infants will also be assessed 3 times per week for NNS performance, and multiple saliva samples will be obtained each week for transcriptomic analysis, until infants have achieved full oral feeding status. At 18 months corrected age (CA), infants will undergo neurodevelopmental follow-up testing, the results of which will be correlated with feeding outcomes in the neo-and post-natal period and with gene expression data and intervention status. RESULTS The ongoing National Institutes of Health funded randomized controlled trial R01HD086088 is actively recruiting participants. The expected completion date of the study is 2021. CONCLUSIONS Differential salivary gene expression profiles in response to orosensory entrainment intervention are expected to lead to the development of individualized interventions for the diagnosis and management of oral feeding in preterm infants. TRIAL REGISTRATION ClinicalTrials.gov NCT02696343; https://clinicaltrials.gov/ct2/show/NCT02696343 (Archived by WebCite at http://www.webcitation.org/6r5NbJ9Ym).
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Affiliation(s)
- Steven Michael Barlow
- Center for Brain, Biology, and Behavior, Department of Special Education and Communication Disorders, Biological Systems Engineering, University of Nebraska, Lincoln, NE, United States
| | - Jill Lamanna Maron
- Tufts Medical Center, Division of Neonatology, Department of Pediatrics, Boston, MA, United States
| | - Gil Alterovitz
- Center for Biomedical Informatics, Harvard Medical School, Boston, MA, United States
| | - Dongli Song
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, United States
| | - Bernard Joseph Wilson
- CHI Health St. Elizabeth, Division of Neonatal-Perinatal Medicine, Lincoln, NE, United States
| | - Priya Jegatheesan
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, United States
| | - Balaji Govindaswami
- Division of Neonatology, Department of Pediatrics, Santa Clara Valley Medical Center, San Jose, CA, United States
| | - Jaehoon Lee
- IMMAP, Department of Educational Psychology and Leadership, Texas Tech University, Lubbock, TX, United States
| | - Austin Oder Rosner
- Tufts Medical Center, Division of Neonatology, Department of Pediatrics, Boston, MA, United States
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Weber CD. Applying Adult Ventilator-associated Pneumonia Bundle Evidence to the Ventilated Neonate. Adv Neonatal Care 2016; 16:178-90. [PMID: 27195470 DOI: 10.1097/anc.0000000000000276] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) in neonates can be reduced by implementing preventive care practices. Implementation of a group, or bundle, of evidence-based practices that improve processes of care has been shown to be cost-effective and to have better outcomes than implementation of individual single practices. PURPOSE The purpose of this article is to describe a safe, effective, and efficient neonatal VAP prevention protocol developed for caregivers in the neonatal intensive care unit (NICU). Improved understanding of VAP causes, effects of care practices, and rationale for interventions can help reduce VAP risk to neonatal patients. METHOD In order to improve care practices to affect VAP rates, initial and annual education occurred on improved protocol components after surveying staff practices and auditing documentation compliance. FINDINGS/RESULTS In 2009, a tertiary care level III NICU in the Midwestern United States had 14 VAP cases. Lacking evidence-based VAP prevention practices for neonates, effective adult strategies were modified to meet the complex needs of the ventilated neonate. A protocol was developed over time and resulted in an annual decrease in VAP until rates were zero for 20 consecutive months from October 2012 to May 2014. IMPLICATIONS FOR PRACTICE This article describes a VAP prevention protocol developed to address care practices surrounding hand hygiene, intubation, feeding, suctioning, positioning, oral care, and respiratory equipment in the NICU. IMPLICATIONS FOR RESEARCH Implementation of this VAP prevention protocol in other facilities with appropriate monitoring and tracking would provide broader support for standardization of care. Individual components of this VAP protocol could be studied to strengthen the inclusion of each; however, bundled interventions are often considered stronger when implemented as a whole.
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Dalgleish SR, Kostecky LL, Blachly N. Eating in "SINC": Safe Individualized Nipple-Feeding Competence, a Quality Improvement Project to Explore Infant-Driven Oral Feeding for Very Premature Infants Requiring Noninvasive Respiratory Support. Neonatal Netw 2016; 35:217-227. [PMID: 27461200 DOI: 10.1891/0730-0832.35.4.217] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Oral feeding is a developmental task for all premature infants. often, independent nipple feeding is the last barrier to discharge home from the NICU. A relationship exists between consistent, infant-driven feeding management practices and improved feeding performance. Conversely, a random approach to feeding may contribute to poor short-term and long-term clinical outcomes. We report a quality improvement project that was undertaken across five NICUs in an urban setting. our aim was to safely initiate and advance nipple feeding for very preterm neonates (born at <32 weeks gestation) who had a respiratory morbidity requiring nasal continuous positive airway pressure therapy. A novel algorithm entitled "eating in SINC: Safe individualized nipple-Feeding Competence" was developed. Safe individualized nipple-feeding competence involves the baby, the parents, and the health care team by using infant-driven strategies, common language, and developmentally appropriate goals while supporting fragile neonates to be skilled feeders.
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Affiliation(s)
- Stacey R Dalgleish
- Foothills Medical Centre, NICU, 5th Floor, 1403 29 Street NW, Calgary, AB, T2N 2T9, Canada
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Laptook AR. Neurologic and metabolic issues in moderately preterm, late preterm, and early term infants. Clin Perinatol 2013; 40:723-38. [PMID: 24182958 DOI: 10.1016/j.clp.2013.07.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Common neurologic morbidities encountered in very preterm and extremely preterm infants (intracranial hemorrhage, white matter injury and periventricular leukomalacia, and apnea of prematurity) are much less common in moderately preterm and late preterm infants. The frequency of germinal matrix hemorrhage-intraventricular hemorrhage and white matter injury are reported to be low, but selection bias in neuroimaging surveillance prevents ascertainment of precise frequencies. The major neurologic morbidity of moderately and late preterm infants is feeding difficulty reflecting developmental integration of suck, swallow, and breathing.
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Affiliation(s)
- Abbot R Laptook
- Department of Pediatrics, Women & Infants Hospital of Rhode Island, The Warren Alpert Medical School of Brown University, 101 Dudley Street, Providence, RI 02905, USA.
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Denny M, McGowan RS. Implications of Peripheral Muscular and Anatomical Development for the Acquisition of Lingual Control for Speech Production: A Review. Folia Phoniatr Logop 2012; 64:105-15. [DOI: 10.1159/000338611] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Abstract
Preterm infants often display difficulty establishing oral feeding in the weeks following birth. This article aims to provide an overview of the literature investigating the development of feeding skills in preterm infants, as well as of interventions aimed at assisting preterm infants to develop their feeding skills. Available research suggests that preterm infants born at a lower gestational age and/or with a greater degree of morbidity are most at risk of early feeding difficulties. Respiratory disease was identified as a particular risk factor. Mechanisms for feeding difficulty identified in the literature include immature or dysfunctional sucking skills and poor suck–swallow–breath coordination. Available evidence provides some support for therapy interventions aimed at improving feeding skills, as well as the use of restricted milk flow to assist with maintaining appropriate ventilation during feeds. Further research is needed to confirm these findings, as well as to answer remaining clinical questions.
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Affiliation(s)
- Pamela Dodrill
- Children’s Nutrition Research Centre, School of Medicine, University of Queensland, Herston, Brisbane, Queensland, Australia
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Abstract
PURPOSE OF REVIEW Feeding competency is a frequent and serious challenge to the neonatal intensive care unit survivors and to the physician-provider-parent teams. The urgency of effective assessment and intervention techniques is obviated to promote safe swallow, as attainment of oral feeding for the preterm infant/newborn is one of the prerequisites for hospital discharge. If left unresolved, feeding problems may persist into early childhood and may require management by pediatric gastroenterologists and feeding therapists. This review highlights studies aimed at understanding the motor control and development of nonnutritive and nutritive suck, swallow, and coordination with respiration in preterm populations. RECENT FINDINGS Functional linkages between suck-swallow and swallow-respiration manifest transitional forms during late gestation and can be delayed or modified by sensory experience and/or disease processes. Moreover, brainstem central pattern generator (CPG) networks and their neuromuscular targets attain functional status at different rates, which ultimately influences cross-system interactions among individual CPGs. Entrainment of trigeminal primary afferents to activate the suck CPG is one example of a clinical intervention to prime cross-system interactions among ororhythmic pattern generating networks in the preterm and term infants. SUMMARY The genesis of within-system CPG control for rate and amplitude scaling matures differentially for suck, mastication, swallow, and respiration. Cross-system interactions among these CPGs represent targets of opportunity for new interventions that optimize experience-dependent mechanisms to promote robust ororhythmic patterning and safe swallows among preterm infants.
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Abstract
PURPOSE OF REVIEW There is increased recognition in the range of feeding and swallowing problems that occur in conjunction with congenital and acquired pediatric conditions. Differential diagnosis and management of these problems is often not straightforward and requires consideration and collaboration between multiple disciplines that are involved in the care of this special population. This article reviews recent investigations across disciplines regarding the cause and evaluation of pediatric feeding and swallowing issues, intervention efficacy, and available evidence to guide clinical practice. RECENT FINDINGS Knowledge of the basis for feeding issues associated with a variety of causes has advanced. Recent investigations of specific feeding and swallowing issues accompanying prematurity, selected diagnoses, and congenital syndromes are described. Significant advancements in the objective analysis of nonnutritive sucking have been made and provide increased understanding of the precursors for transition to oral feeding. Preliminary evidence regarding the effectiveness of selected clinical interventions to treat feeding and swallowing issues is highlighted. SUMMARY Research is increasingly available to guide practitioners in evidence-based evaluation and management of pediatric feeding and swallowing issues. These continued advancements increase our understanding of the causes of pediatric dysphagia, the efficacy of treatment, and underscore the opportunities for continued research for best practice in clinical evaluation and management.
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Affiliation(s)
- Claire Kane Miller
- Cincinnati Children's Hospital Medical Center, Aerodigestive and Sleep Center/Interdisciplinary Feeding Team, Cincinnati, Ohio 45229, USA.
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Poore MA, Barlow SM. Suck Predicts Neuromotor Integrity and Developmental Outcomes. ACTA ACUST UNITED AC 2009. [DOI: 10.1044/ssod19.1.44] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Abstract
Neonatal motor behavior predicts both current neurological status and future neurodevelopmental outcomes. For speech pathologists, the earliest observable patterned oromotor behavior is suck. Suck production requires effective coordination of an infant's oral sensorimotor system and is subject to a variety of neuromodulatory inputs. Demonstration and practice of coordinated suck serves as a biomarker for oral feeding skills neural integrity and is being assessed for its relation to neurodevelopmental outcomes (speech, cognition, and learning) by research teams in the United States, Europe, Japan, and Brazil. Suck may also serve as an intervention point to prevent feeding disorders and mitigate speech-language delays and disorders.
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Affiliation(s)
- Meredith A. Poore
- Communication Neuroscience Laboratories and Department of Speech-Language-Hearing: Sciences and Disorders, University of Kansas Lawrence, KS
| | - Steven M. Barlow
- Communication Neuroscience Laboratories, Department of Speech-Language-Hearing: Sciences and Disorders, and Programs in Neuroscience, Human Biology, and Bioengineering, University of Kansas Lawrence, KS
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