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1.
Neuroimage ; 240: 118378, 2021 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-34246769

RESUMEN

Humans are highly attuned to patterns in the environment. This ability to detect environmental patterns, referred to as statistical learning, plays a key role in many diverse aspects of cognition. However, the spatiotemporal neural mechanisms underlying implicit statistical learning, and how these mechanisms may relate or give rise to explicit learning, remain poorly understood. In the present study, we investigated these different aspects of statistical learning by using an auditory nonlinguistic statistical learning paradigm combined with magnetoencephalography. Twenty-four healthy volunteers were exposed to structured and random tone sequences, and statistical learning was quantified by neural entrainment. Already early during exposure, participants showed strong entrainment to the embedded tone patterns. A significant increase in entrainment over exposure was detected only in the structured condition, reflecting the trajectory of learning. While source reconstruction revealed a wide range of brain areas involved in this process, entrainment in areas around the left pre-central gyrus as well as right temporo-frontal areas significantly predicted behavioral performance. Sensor level results confirmed this relationship between neural entrainment and subsequent explicit knowledge. These results give insights into the dynamic relation between neural entrainment and explicit learning of triplet structures, suggesting that these two aspects are systematically related yet dissociable. Neural entrainment reflects robust, implicit learning of underlying patterns, whereas the emergence of explicit knowledge, likely built on the implicit encoding of structure, varies across individuals and may depend on factors such as sufficient exposure time and attention.


Asunto(s)
Estimulación Acústica/métodos , Percepción Auditiva/fisiología , Encéfalo/fisiología , Aprendizaje/fisiología , Magnetoencefalografía/métodos , Red Nerviosa/fisiología , Adulto , Femenino , Humanos , Masculino , Adulto Joven
2.
BMC Pregnancy Childbirth ; 21(1): 628, 2021 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-34535120

RESUMEN

BACKGROUND: Prenatal maternal stress can have adverse effects on birth outcomes and fetal development. Relaxation techniques have been examined as potential countermeasures. This study investigates different relaxation techniques and their effect on self-reported stress levels and physiological stress levels in pregnant women. METHODS: In this cross-sectional study, 38 pregnant women in their 30th to 40th gestational week were assigned to one of three, 20-min lasting relaxation groups: listening to music (N = 12), following a guided imagery (N = 12) or resting (N = 12). The intervention, i.e., acute relaxation (music, guided imagery or resting) took place once for each study participant. Study inclusion criteria were age over 18 years, German speaking, singleton and uncomplicated pregnancy during the 30th and 40th week of gestation. The stress levels were determined during the study. Current stress level during the study was assessed by a visual analogue scale. Chronic stress levels were assessed by the Trier Inventory of Chronic Stress and the Pregnancy Distress questionnaire. Multivariate analyses of covariance were performed and dependent measures included stress levels as well as physiological measures, i.e., cardiovascular activity (electrocardiogram) and skin conductance levels. RESULTS: All three forms of relaxation led to reduced maternal stress which manifested itself in significantly decreased skin conductance, F(3,94) = 18.011, p = .001, ηp2 = .365, and subjective stress levels after the interventions with no significant group difference. Post-intervention stress ratings were further affected by gestational age, with less subjective relaxation in women later in gestation, F (1, 34)=4.971, p = .032, ηp2 = .128. CONCLUSION: Independent of relaxation technique, single, 20-min relaxation intervention (music, guided imagery or resting) can significantly reduce maternal stress. Notably, women at an earlier stage in their pregnancy reported higher relaxation after the intervention than women later in gestation. Hence, gestational age may influence perceived stress levels and should be considered when evaluating relaxation or stress management interventions during pregnancy. TRIAL REGISTRATION: Not applicable.


Asunto(s)
Respuesta Galvánica de la Piel/fisiología , Relajación , Estrés Fisiológico , Estrés Psicológico/terapia , Adulto , Estudios Transversales , Femenino , Alemania , Edad Gestacional , Humanos , Imágenes en Psicoterapia , Música , Embarazo , Relajación/fisiología , Relajación/psicología , Autoinforme , Estrés Psicológico/fisiopatología , Adulto Joven
3.
Diabetologia ; 57(6): 1192-8, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24671273

RESUMEN

AIMS/HYPOTHESIS: Fetal programming plays an important role in the pathogenesis of type 2 diabetes. The aim of the present study was to investigate whether maternal metabolic changes during OGTT influence fetal brain activity. METHODS: Thirteen healthy pregnant women underwent an OGTT (75 g). Insulin sensitivity was determined by glucose and insulin measurements at 0, 60 and 120 min. At each time point, fetal auditory evoked fields were recorded with a fetal magnetoencephalographic device and response latencies were determined. RESULTS: Maternal insulin increased from a fasting level of 67 ± 25 pmol/l (mean ± SD) to 918 ± 492 pmol/l 60 min after glucose ingestion and glucose levels increased from 4.4 ± 0.3 to 7.4 ± 1.1 mmol/l. Over the same time period, fetal response latencies decreased from 297 ± 99 to 235 ± 84 ms (p = 0.01) and then remained stable until 120 min (235 ± 84 vs 251 ± 91 ms, p = 0.39). There was a negative correlation between maternal insulin sensitivity and fetal response latencies 60 min after glucose ingestion (r = 0.68, p = 0.02). After a median split of the group based on maternal insulin sensitivity, fetuses of insulin-resistant mothers showed a slower response to auditory stimuli (283 ± 79 ms) than those of insulin-sensitive mothers (178 ± 46 ms, p = 0.03). CONCLUSIONS/INTERPRETATION: Lower maternal insulin sensitivity is associated with slower fetal brain responses. These findings provide the first evidence of a direct effect of maternal metabolism on fetal brain activity and suggest that central insulin resistance may be programmed during fetal development.


Asunto(s)
Glucemia/fisiología , Encéfalo/embriología , Encéfalo/metabolismo , Insulina/metabolismo , Adulto , Femenino , Prueba de Tolerancia a la Glucosa , Humanos , Resistencia a la Insulina/fisiología , Embarazo
4.
Dev Sci ; 16(2): 287-295, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23432837

RESUMEN

Habituation--the most basic form of learning--is used to evaluate central nervous system (CNS) maturation and to detect abnormalities in fetal brain development. In the current study, habituation, stimulus specificity and dishabituation of auditory evoked responses were measured in fetuses and newborns using fetal magnetoencephalography (fMEG). An auditory habituation paradigm consisting of 100 trains of five 500 Hz tones, one 750 Hz tone (dishabituator) and two more 500 Hz tones, respectively, were presented to 41 fetuses (gestational age 30-39 weeks) and 22 newborns or babies (age 6-89 days). A response decrement between the first and fifth tones (habituation), an increment between the fifth tone and the dishabituator (stimulus specificity) and an increment between the fifth (last tone before the dishabituator) and seventh tones (first tone after the dishabituator) (dishabituation) were expected. Fetuses showed weak responses to the first tone. However, a significant response decrement between the second and fifth tones (habituation) and a significant increment between the fifth tone and the dishabituator (stimulus specificity) were found. No significant difference was found for dishabituation nor was a developmental trend found at the group level. From the neonatal data, significant values for stimulus specificity were found. Sensory fatigue or adaptation was ruled out as a reason for the response decrement due to the strong reactions to the dishabituator. Taken together, the current study used fMEG to directly show fetal habituation and provides evidence of fetal learning in the last trimester of pregnancy.


Asunto(s)
Potenciales Evocados Auditivos/fisiología , Habituación Psicofisiológica/fisiología , Magnetoencefalografía/métodos , Estimulación Acústica , Femenino , Desarrollo Fetal , Monitoreo Fetal/métodos , Feto/fisiología , Edad Gestacional , Humanos , Lactante , Recién Nacido , Embarazo , Tercer Trimestre del Embarazo , Reproducibilidad de los Resultados , Procesamiento de Señales Asistido por Computador
5.
Front Biosci (Landmark Ed) ; 27(2): 56, 2022 02 12.
Artículo en Inglés | MEDLINE | ID: mdl-35226999

RESUMEN

BACKGROUND: This study investigates the influence of maternal stress during pregnancy on maternal insulin sensitivity and Interleukin-6 (IL-6) levels in pregnant women (N = 277) in dependence of pre-pregnancy Body-Mass-Index (BMI). METHODS: Gestational diabetes was diagnosed in 80 women. We used the Patient Health Questionnaire (PHQ-D) to investigate maternal stress during pregnancy with a higher scoring indicating higher maternal stress level. IL-6 and cortisol were measured and maternal insulin sensitivity was assessed with the non-esterified fatty acid insulin sensitivity index (NEFA-ISI). Generalized Linear Model analysis was used to analyze effects within different stress groups. RESULTS: Maternal low stress symptoms during pregnancy showed no significant association with maternal insulin sensitivity or IL-6. Higher cortisol levels during pregnancy were associated with elevated IL-6 concentrations. Pre-pregnancy BMI had the strongest positive effect on IL-6 levels and was negatively associated with insulin sensitivity during pregnancy. CONCLUSIONS: Therefore, preconceptional interventions to reduce BMI are needed to improve maternal metabolism during pregnancy.


Asunto(s)
Diabetes Gestacional , Resistencia a la Insulina , Índice de Masa Corporal , Diabetes Gestacional/diagnóstico , Diabetes Gestacional/metabolismo , Femenino , Humanos , Hidrocortisona , Insulina/metabolismo , Interleucina-6 , Masculino , Embarazo
6.
Geburtshilfe Frauenheilkd ; 82(11): 1265-1273, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36339634

RESUMEN

Introduction During the COVID-19 pandemic, stress and anxiety in the population increased due to concerns about people's own health and that of their relatives, as well as changes in everyday life due to measures taken to reduce the infection rate. Pregnant women are particularly stressed. The present study examines how the COVID-19 pandemic affects the stress experience and mental health of pregnant women and mothers of newborns and how care could be optimized. Methods As part of the international COVGEN initiative ( https://www.covgen.org ) to investigate the effects of the COVID-19 pandemic on the peripartum period, pregnant and postpartum women were asked about their experience with stress using the COPE-IS (Coronavirus Perinatal Experiences - Impact Survey) questionnaire developed for this purpose and translated from the English. In addition, demographic data, pre-existing diseases, pregnancy complications and the care situation were recorded. The questionnaire was either administered as hardcopy to inpatients at the Department of Women's Health, University Hospital Tübingen, Germany, or online. All pregnant women and mothers who were pregnant or had given birth after the official start of the COVID-19 pandemic (11 March 2020) were eligible to participate. Results Complete data sets of n = 156 pregnant women and n = 221 postpartum women were available for evaluation. The general stress level assessed with the COPE-IS was significantly increased by the COVID-19 pandemic in both, pregnant and postpartum women, with pre-existing conditions such as respiratory diseases and pregnancy-related diseases like gestational diabetes adding to the stress. The subjectively perceived quality of care/support during pregnancy also influenced the stress level. Conclusions Fears of a COVID-19 infection and changes in preventive and aftercare services were a burden for the women surveyed. Intensified care during pregnancy and puerperium could help to stabilize the mental situation and reduce stress.

7.
Dev Cogn Neurosci ; 49: 100964, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34023644

RESUMEN

The concept of fetal consciousness is a widely discussed topic. In this study, we applied a hierarchical rule learning paradigm to investigate the possibility of fetal conscious processing during the last trimester of pregnancy. We used fetal magnetoencephalography, to assess fetal brain activity in 56 healthy fetuses between gestational week 25 and 40, during an auditory oddball paradigm containing first- and second-order regularities. The comparison of fetal brain responses towards standard and deviant tones revealed that the investigated fetuses show signs of hierarchical rule learning, and thus the formation of a memory trace for the second-order regularity. This ability develops over the course of the last trimester of gestation, in accordance with processes in physiological brain development and was only reliably present in fetuses older than week 35 of gestation. Analysis of fetal autonomic nervous system activity replicates findings in newborns, showing importance of activity state for cognitive processes. On the whole, our results support the assumption that fetuses in the last weeks of gestation are capable of consciously processing stimuli that reach them from outside the womb.


Asunto(s)
Estado de Conciencia , Magnetoencefalografía , Encéfalo , Estudios Transversales , Potenciales Evocados Auditivos , Femenino , Humanos , Recién Nacido , Masculino , Embarazo
8.
Nutrients ; 13(2)2021 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-33567590

RESUMEN

Maternal metabolism and intrauterine conditions influence development of health and disease in offspring, leading to metabolic, physiologic, and/or epigenetic adaptation of the fetus. Maternal gestational diabetes (GDM) leads to higher incidence of obesity and type 2 diabetes in offspring. We have previously shown that fetuses of insulin-resistant mothers with GDM have a delayed reaction to auditory stimuli in the postprandial state, indicating a fetal central insulin resistance. We tested whether this effect could be influenced by a lifestyle intervention in mothers with GDM, including diet counselling and regular blood glucose measurements. We measured fetal brain activity over the course of a maternal glucose challenge, at two measurement time points (baseline at an average of 29 weeks of gestation and follow-up after 4 weeks) in mothers with GDM and mothers with normal glucose tolerance (NGT). Data from eight mothers were able to be included. Fetuses of GDM mothers showed longer latencies than those of NGT mothers postprandially at both measurement time points during the third trimester and did not show a difference in response patterns between baseline and after 4 weeks. Maternal postprandial blood glucose and insulin values did not change from baseline to follow-up either. While the overall intervention seems to have been effective, it does not appear to have influenced the fetal postprandial brain responses. This might have been because interventions for GDM take place relatively late in pregnancy. Future research should focus on maternal lifestyle interventions as early as possible during gestation, or even prenatally.


Asunto(s)
Encéfalo/embriología , Diabetes Gestacional/terapia , Feto/fisiopatología , Tercer Trimestre del Embarazo , Atención Prenatal/métodos , Adulto , Glucemia/metabolismo , Estudios de Cohortes , Diabetes Gestacional/sangre , Femenino , Feto/embriología , Edad Gestacional , Ganancia de Peso Gestacional , Prueba de Tolerancia a la Glucosa , Humanos , Insulina/sangre , Resistencia a la Insulina/fisiología , Estilo de Vida , Periodo Posprandial/fisiología , Embarazo
9.
Dev Cogn Neurosci ; 46: 100871, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33122158

RESUMEN

Estimating the extent to which newborn humans process input from their environment, especially regarding the depth of processing, is a challenging question. To approach this problem, we measured brain responses in 20 newborns with magnetoencephalography (MEG) in a "local-global" auditory oddball paradigm in which two-levels of hierarchical regularities are presented. Results suggest that infants in the first weeks of life are able to learn hierarchical rules, yet a certain level of vigilance seems to be necessary. Newborns detected violations of the first-order regularity and displayed a mismatch response between 200-400 ms. Violations of the second-order regularity only evoked a late response in newborns in an active state, which was expressed by a high heart rate variability. These findings are in line with those obtained in human adults and older infants suggesting a continuity in the functional architecture from term-birth on, despite the immaturity of the human brain at this age.


Asunto(s)
Encéfalo/fisiología , Aprendizaje/fisiología , Magnetoencefalografía/métodos , Femenino , Humanos , Recién Nacido , Masculino
10.
BMJ Open Sport Exerc Med ; 6(1): e000658, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32206341

RESUMEN

Before and during pregnancy, women often aim to improve their lifestyle so as to provide a healthier environment for their developing child. It remains unresolved, however, as to whether physical activity (PA) during pregnancy poses a possible risk or whether it might even have beneficial effects on the developing child. There is increasing evidence that PA during pregnancy is indeed beneficial to maternal physiological and psychological health and that it is generally not detrimental to the fetal cardiovascular system and neuronal function in the developing child. This also led to international recommendations for PAs during pregnancy. In the current review, we aimed to comprehensively assess the evidence of beneficial and harmful effects of maternal PA, including high-performance sports, on fetal development. The different mental and body-based relaxation techniques presented here are frequently performed during pregnancy. We found a considerable number of studies addressing these issues. In general, neither low key, moderate maternal PA nor relaxation techniques were observed to have a harmful effect on the developing child. However, we identified some forms of PA which could have at least a transient unfavourable effect. Notably, the literature currently available does not provide enough evidence to enable us to make a general conclusive statement on this subject. This is due to the lack of longitudinal studies on the metabolic and cognitive effects of regular PA during pregnancy and the wide diversity of methods used. In particular, the kind of PA investigated in each study differed from study to study.

11.
Obesity (Silver Spring) ; 28(1): 114-121, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31858736

RESUMEN

OBJECTIVE: Prepregnancy obesity and extensive weight gain can lead to diseases in the offspring later in life. The aim of this study was to evaluate the effect of anthropometric and metabolic factors on the fetal autonomic nervous system (ANS) in uncomplicated pregnancies. METHODS: A total of 184 pregnant women in the second or third trimester were included, and for 104 women, maternal insulin sensitivity (ISI) was determined. Fetal heart rate (HR) and heart rate variability (HRV) were determined by magnetic recording. Associations of maternal prepregnancy BMI, weight gain, and ISI with fetal HR and HRV were evaluated by ANCOVA, partial correlation, and mediation analysis. RESULTS: HR was increased and HRV decreased in fetuses of mothers with overweight or obesity in comparison to normal-weight mothers. Fetal HR was negatively correlated with maternal weight gain. Maternal prepregnancy BMI was positively correlated with fetal high frequency and was negatively correlated with low frequency and low/high frequency ratio. Maternal ISI showed a negative correlation with fetal HR. CONCLUSIONS: The results show that the fetal ANS is sensitive to alterations of prepregnancy BMI, weight changes, and glucose metabolism. These findings highlight the importance of the intrauterine environment on the developing ANS and the possible programming of obesity.


Asunto(s)
Frecuencia Cardíaca Fetal/fisiología , Metabolismo/fisiología , Obesidad/complicaciones , Aumento de Peso/fisiología , Adulto , Femenino , Humanos , Persona de Mediana Edad , Embarazo , Adulto Joven
12.
Clin Neurophysiol ; 130(12): 2238-2254, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31711004

RESUMEN

OBJECTIVE: This systematic review highlights the influence of developmental changes of the central nervous system on habituation assessment during child development. Therefore, studies on age dependant changes in event-related brain responses as well as studies on behavioural and neurophysiological habituation during child development are compiled and discussed. METHODS: Two PubMed searches with terms "(development evoked brain response (fetus OR neonate OR children) (electroencephalography OR magnetoencephalography))" and with terms "(psychology habituation (fetal OR neonate OR children) (human brain))" were performed to identify studies on developmental changes in event-related brain responses as well as habituation studies during child development. RESULTS: Both search results showed a wide diversity of subjects' ages, stimulation protocols and examined behaviour or components of event-related brain responses as well as a demand for more longitudinal study designs. CONCLUSIONS: A conclusive statement about clear developmental trends in event-related brain responses or in neurophysiological habituation studies is difficult to draw. Future studies should implement longitudinal designs, combination of behavioural and neurophysiological habituation measurement and more complex habituation paradigms to assess several habituation criteria. SIGNIFICANCE: This review emphasizes that event-related brain responses underlie certain changes during child development which should be more considered in the context of neurophysiological habituation studies.


Asunto(s)
Encéfalo/fisiología , Desarrollo Infantil , Potenciales Evocados , Habituación Psicofisiológica , Encéfalo/crecimiento & desarrollo , Niño , Preescolar , Humanos , Lactante
13.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 6549-6552, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31947342

RESUMEN

Detection of fetal brain signals in fetal magnetoencephalographic recordings is - due to the low signal to noise ratio - challenging for researchers in this field. Up to now, state of the art is a manual evaluation of the signal. To make the evaluation more reproducible and less time consuming, an approach using Principal Component Analysis is introduced. Locations of the channels of most importance for the first three principal components are taken into account and their possibility of resembling brain activity evaluated. Data with auditory stimulation are taken for this analysis and trigger averaged signals from the channels selected as brain activity (manually & automatically) compared. Comparisons are done with regard to their average baseline activity, activity during a window of interest and timing and amplitude of their highest auditory event-related peak. The number of evaluable data sets showed to be lower for the automated compared to manual approach but auditory event-related peaks did not differ significantly in amplitude or timing and in both cases there was a significant activity change following the tone event. The given results and the advantage of reproducibility make this method a valid alternative.


Asunto(s)
Encéfalo , Magnetoencefalografía , Estimulación Acústica , Femenino , Humanos , Embarazo , Análisis de Componente Principal , Reproducibilidad de los Resultados
14.
Comput Methods Programs Biomed ; 173: 35-41, 2019 May.
Artículo en Inglés | MEDLINE | ID: mdl-31046994

RESUMEN

BACKGROUND AND OBJECTIVE: Fetal magnetoencephalography (fMEG) is a method for recording fetal brain signals, fetal and maternal heart activity simultaneously. The identification of the R-peaks of the heartbeats forms the basis for later heart rate (HR) and heart rate variability (HRV) analysis. The current procedure for the evaluation of fetal magnetocardiograms (fMCG) is either semi-automated evaluation using template matching (SATM) or Hilbert transformation algorithm (HTA). However, none of the methods available at present works reliable for all datasets. METHODS: Our aim was to develop a unitary, responsive and fully automated R-peak detection algorithm (FLORA) that combines and enhances both of the methods used up to now. RESULTS: The evaluation of all methods on 55 datasets verifies that FLORA outperforms both of these methods as well as a combination of the two, which applies in particular to data of fetuses at earlier gestational age. CONCLUSION: The combined analysis shows that FLORA is capable of providing good, stable and reproducible results without manual intervention.


Asunto(s)
Monitoreo Fetal , Frecuencia Cardíaca Fetal , Magnetocardiografía , Magnetoencefalografía , Reconocimiento de Normas Patrones Automatizadas , Procesamiento de Señales Asistido por Computador , Algoritmos , Bases de Datos Factuales , Femenino , Análisis de Fourier , Edad Gestacional , Humanos , Embarazo , Relación Señal-Ruido
15.
Front Syst Neurosci ; 13: 23, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31191264

RESUMEN

In this work, we aim to investigate whether information based metrics of neural activity are a useful tool for the quantification of consciousness before and shortly after birth. Neural activity is measured using fetal magnetoencephalography (fMEG) in human fetuses and neonates. Based on recent theories on consciousness, information-based metrics are established to measure brain complexity and to assess different levels of consciousness. Different metrics (measures of entropy, compressibility and fractality) are, thus, explored in a reference population and their usability is evaluated. For comparative analysis, two fMEG channels were selected: one where brain activity was previously detected and one at least 15 cm away, that represented a control channel. The usability of each metric was evaluated and results from the brain and control channel were compared. Concerning the ease of use with fMEG data, Lempel-Ziv-Complexity (LZC) was evaluated as best, as it is unequivocal and needs low computational effort. The fractality measures have a high number of parameters that need to be adjusted prior to analysis and therefore forfeit comparability, while entropy measures require a higher computational effort and more parameters to adjust compared to LZC. Comparison of a channel with brain activity and a control channel in neonatal recordings showed significant differences in most complexity metrics. This clear difference can be seen as proof of concept for the usability of complexity metrics in fMEG. For fetal data, this comparison produced less clear results which can be related to leftover maternal signals included in the control channel. Further work is necessary to conclusively interpret results from the analysis of fetal recordings. Yet this study shows that complexity metrics can be used for fMEG data on early consciousness and the evaluation gives a guidance for future work. The inconsistency of results from different metrics highlights the challenges of working with complexity metrics as neural correlates of consciousness, as well as the caution one should apply to interpret them.

16.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 5685-5689, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31947143

RESUMEN

Fetal magnetoencephalography (fMEG) is a method to record human fetal brain signals in pregnant mothers. Nevertheless the amplitude of the fetal brain signal is very small and the fetal brain signal is overlaid by interfering signals mainly caused by maternal and fetal heart activity. Several methods are used to attenuate the interfering signals for the extraction of the fetal brain signal. However currently used methods are often affected by a reduction of the fetal brain signal or redistribution of the fetal brain signal. To overcome this limitation we developed a new fully automated procedure for removal of heart activity (FAUNA) based on Principal Component Analysis (PCA) and Ridge Regression. We compared the results with an orthogonal projection (OP) algorithm which is widely used in fetal research. The analysis was performed on simulated data sets containing spontaneous and averaged brain activity. The new analysis was able to extract fetal brain signals with an increased signal to noise ratio and without redistribution of activity across sensors compared to OP. The attenuation of interfering heart signals in fMEG data was significantly improved by FAUNA and supports fully automated evaluation of fetal brain signal.


Asunto(s)
Algoritmos , Feto , Magnetoencefalografía , Femenino , Humanos , Embarazo , Análisis de Componente Principal , Procesamiento de Señales Asistido por Computador , Relación Señal-Ruido
17.
Front Physiol ; 9: 1278, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30283344

RESUMEN

Intrauterine growth restriction (IUGR), which is already known to be a risk factor for pathological intrauterine development, perinatal mortality, and morbidity, is now also assumed to cause both physical and cognitive alterations in later child development. In the current study, effects of IUGR on infantile brain function were investigated during the fetal period and in a follow-up developmental assessment during early childhood. During the fetal period, visual and auditory event-related responses (VER and AER) were recorded using fetal magnetoencephalography (fMEG). VER latencies were analyzed in 73 fetuses (14 IUGR fetuses) while AER latencies were analyzed in 66 fetuses (11 IUGR fetuses). Bayley Scales of Infant Development, Second Edition (BSID-II) were used to assess the developmental status of the infants at the age of 24 months. The Mental Development Index (MDI) was available from 66 children (8 IUGR fetuses) and the Psychomotor Development Index (PDI) from 63 children (7 IUGR fetuses). Latencies to visual stimulation were more delayed in IUGR than in small for gestational age (SGA) or appropriate for gestational age (AGA) fetuses, albeit not to any significant extent (p = 0.282). The MDI in former IUGR infants was significantly lower (p = 0.044) than in former SGA and AGA infants. However, IUGR had no impact on PDI (p = 0.213). These findings support the hypothesis that IUGR may constitute a risk factor for neurodevelopmental delay. Further investigation of the possible underlying mechanisms, as well as continued long-term developmental research, is therefore necessary.

18.
Artículo en Inglés | MEDLINE | ID: mdl-30524370

RESUMEN

Introduction: We have previously shown that fetuses of mothers with gestational diabetes mellitus (GDM) and insulin resistance exhibit a prolongation of fetal auditory event-related brain responses (fAER) compared to fetuses of normal glucose tolerant women during an oral glucose tolerance test (oGTT). This implies that maternal metabolism may program the developing fetal brain. We now asked whether a family history of type 2 diabetes without metabolic programing also impacts fetal brain activity. We therefore investigated brain activity in fetuses of normal glucose tolerant mothers with and without family history of type 2 diabetes (FHD+ and FHD-). Methods: A 75 g oGTT was performed in healthy pregnant women. Plasma glucose and insulin levels were measured after 0, 60, and 120 min. Each blood draw was preceded by fetal magnetoencephalographic (fMEG) recordings of fAER. From a group of 167 participants, a subsample of 52 metabolically healthy women, 37 with a negative, and 15 with a positive FHD (at least one first- or second-degree relative) was carefully selected based on the following inclusion criteria: inconspicuous pregnancy, no GDM, BMI 18.5-30 kg/m2, no preterm birth and at least two fMEG with detectable fetal responses during oGTT. Results: An ANOVA showed a significant interaction between fMEG measurement time during the oGTT and FHD on fAER latency [F (2) = 4.163, p = 0.018]. Fetuses of mothers with FHD+ had a prolonged fAER (273 ± 113 ms) compared to fetuses of mothers with FHD- (219 ± 69 ms) at 60 min during the oGTT [F (1) = 4.902, p = 0.032]. There were no significant differences in age, BMI before pregnancy, weight gain during pregnancy and gestational age between the groups. Maternal glucose levels and insulin sensitivity were also not significantly different. Discussion: In addition to the previously shown influence of maternal metabolism on fetal brain activity, maternal family history of diabetes (FHD) is also linked to fetal postprandial brain activity. This indicates that genetic and/or epigenetic factors modulate the postprandial brain response of the developing fetus.

19.
Early Hum Dev ; 100: 61-6, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27423115

RESUMEN

BACKGROUND: Habituation, as a basic form of learning, is characterized by decreasing amplitudes of neuronal reaction following repeated stimuli. Recent studies indicate that habituation to pure tones of different frequencies occurs in fetuses and infants. AIMS: Neural processing of different syllables in fetuses and infants was investigated. STUDY DESIGN: An auditory habituation paradigm including two different sequences of syllables was presented to each subject. Each sequence consisted of eight syllables (sequence /ba/: 5× /ba/, 1× /bi/ (dishabituator), 2× /ba/; sequence /bi/: 5× /bi/, 1× /ba/ (dishabituator), 2× /bi/). Each subject was stimulated with 140 sequences. Neuromagnetic signatures of auditory-evoked responses (AER) were recorded by fetal magnetoencephalography (fMEG). SUBJECTS: Magnetic brain signals of N=30 fetuses (age: 28-39weeks of gestation) and N=28 infants (age: 0-3months) were recorded. Forty-two of the 60 fetal recordings and 29 of the 58 infant recordings were included in the final analysis. OUTCOME MEASURES: AERs were recorded and amplitudes were normalized to the amplitude of the first stimulus. RESULTS: In both fetuses and infants, the amplitudes of AERs were found not to decrease with repeated stimulation. In infants, however, amplitude of syllable 6 (dishabituator) was significantly increased compared to syllable 5 (p=0.026). CONCLUSIONS: Fetuses and infants showed AERs to syllables. Unlike fetuses, infants showed a discriminative neural response to syllables. Habituation was not observed in either fetuses or infants. These findings could be important for the investigation of early cognitive competencies and may help to gain a better understanding of language acquisition during child development.


Asunto(s)
Estimulación Acústica , Feto/fisiología , Habituación Psicofisiológica/fisiología , Desarrollo del Lenguaje , Magnetoencefalografía , Encéfalo/fisiología , Cognición/fisiología , Potenciales Evocados Auditivos , Femenino , Edad Gestacional , Humanos , Lactante , Recién Nacido , Embarazo
20.
J Clin Endocrinol Metab ; 100(11): 4029-36, 2015 11.
Artículo en Inglés | MEDLINE | ID: mdl-26465393

RESUMEN

CONTEXT: Gestational diabetes (GDM) influences the fetal phenotype. OBJECTIVE: In the present study, our aim was to determine the effect of GDM specifically on fetal brain activity. DESIGN: Pregnant participants underwent an oral glucose tolerance test (OGTT, 75 g). At 0, 60, and 120 minutes, maternal metabolism was determined, and fetal auditory evoked fields were recorded with a fetal magnetoencephalographic device. SETTING: All measurements were performed at the fMEG Center in Tübingen. PARTICIPANTS: Twelve women with GDM and 28 normal glucose-tolerant (NGT) pregnant women participated on a voluntary basis. INTERVENTIONS: OGTT (75 g, 120 minutes) was used in this study. MAIN OUTCOMES AND MEASURES: Fetal auditory evoked response latencies were determined for this study. RESULTS: In the fetuses of NGT women, latencies decreased between 0 and 60 minutes from 260 ± 90 to 206 ± 74 ms (P = .008) and remained stable until 120 minutes (206 ± 74 vs 230 ± 79, P =.129). In fetuses of women with GDM, there was no change in response latencies during OGTT (P = .11). Sixty minutes after glucose ingestion, fetal latencies in the GDM group were longer than in the NGT group (296 ± 82 vs 206 ± 74 ms, P = .001). Linear regression revealed a significant effect of maternal glucose, insulin levels, and insulin sensitivity on response latencies after 60 minutes. CONCLUSIONS: Fetal postprandial brain responses were slower in the offspring of women with GDM. This might indicate that gestational diabetes directly affects fetal brain development and may lead to central nervous insulin resistance in the fetus.


Asunto(s)
Diabetes Gestacional/fisiopatología , Macrosomía Fetal/embriología , Resistencia a la Insulina , Neurogénesis , Adulto , Glucemia/análisis , Diabetes Gestacional/sangre , Diabetes Gestacional/metabolismo , Potenciales Evocados Auditivos , Ácidos Grasos no Esterificados/sangre , Femenino , Macrosomía Fetal/etiología , Macrosomía Fetal/fisiopatología , Prueba de Tolerancia a la Glucosa , Humanos , Insulina/sangre , Modelos Lineales , Magnetoencefalografía , Periodo Posprandial , Embarazo , Segundo Trimestre del Embarazo , Tercer Trimestre del Embarazo
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