solid grounds - med uni graz...gestalt perception and acoustic analysis of early vocalisations in...
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Solid Grounds
Of Pioneers
The General Movement Assessment (GMA) has
contributed to shedding light on the early
features of developmental and genetic
disorders with a mean age of diagnosis at
or beyond toddler age, such as Rett
syndrome and autism spectrum disorder.
Whilst global GMA has proven to be most
valuable for clinical purposes, more fine-
grained and/or technologically supported
in depth analyses of general movements will
provide pre-diagnostic markers to predict
development in infant populations at risk
for subclinical or adverse neurological
outcome. Based on the pioneering work of
Prechtl and his team and the establishment
of the GMA over the last 20 years, we have
arrived at a point where we need to look
beyond the capacity of GMs in predicting
cerebral palsy and define in a broader
sense their predictive value in describing
the ‘disintegrity’ of neural functions in
early infancy.
Marschik PB, Einspieler C. Of pioneers and
advancements related to general movement assessment.
Eur J Paediatr Neurol. 2018; 22(4): 584-585.
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2 2018 in Review
Research
Zika Virus
We performed the General Movement
Assessment (GMA) at 9 to 20 weeks’ postterm
age and associated the findings with the
neurodevelopmental outcomes at 12 months of
age in infants prenatally
exposed to acute maternal
illness with rash during the
Zika virus (ZIKV) outbreak in
Brazil. In this observational
cohort study, 111 infants prenatally
exposed to acute maternal illness with rash
were recruited at medical institutions in
Rio de Janeiro and Belo Horizonte, while
333 age-matched infants without any
exposure to maternal illness originated
from iDN’s database GUARDIAN(58% male for
both groups).
Eighty-two percent (46 of 56) of ZIKV-
exposed infants without congenital
microcephaly were normal at age 12 months.
Forty-four of 46 infants were correctly
identified by GMA at 3 months, with a
negative predictive value of 94%(95%CI,
85%-97%). Seven of 10 ZIKV-exposed children
without microcephaly with adverse
neurodevelopmental outcomes were identi-
fied by GMA. The GMA positive predictive
value was 78% (95%CI, 46%-94%), sensitivity
was 70% (95%CI, 35%-93%), specificity was
96% (95%CI, 85%-99%), and accuracy was 91%
(95%CI, 80%-97%). All 35 children with
microcephaly had bilateral spastic
cerebral palsy; none of them had normal
movements. The Motor Optimality Score
differentiated outcomes: the median Motor
Optimality Score was 23 (interquartile
range [IQR], 21-26) in children with normal
development, 12 (IQR, 8-19) in children
with adverse outcomes, and 5 (IQR, 5-6) in
children with microcephaly, a significant
difference (P = .001).
Although a large proportion of ZIKV-exposed
infants without microcephaly develop
normally, many do not. The GMA should be
incorporated into routine infant
assessments to enable early entry into
targeted treatment programs.
Einspieler C, Utsch F, Brasil P, Panvequio Aizawa CY,
Peyton C, Hydee Hasue R, Françoso Genovesi F,
Damasceno L, Moreira ME, Adachi K, Marschik PB,
Nielsen-Saines K, GM Zika Working Group. Association
of infants exposed to prenatal Zika virus infection
with their clinical, neurologic, and developmental
status evaluated via the General Movement Assessment
Tool. JAMA Netw Open. 2019; 2(1): e187235-e187235.
Lopes Moreira ME, Nielsen-Saines K, Brasil P, Kerin
T, Damasceno L, Pone M, Carvalho LMA, Pone SM,
Vasconcelos, Z, Ribeiro IP, Zin AA, Tsui I, Adachi K,
Gaw SL, Halai UA, Salles TS, Da Cunha DC, Bonaldo MC,
Raja Gabaglia C, Guida L, Malacarne J, Costa RP, Gomes
SC, Reis AB, Soares FVM, Hasue RH, Aizawa CYP,
Genovesi FF, Aibe M, Einspieler C, Marschik PB,
Pereira JP, Portari EA, Janzen C, Cherry JD.
Neurodevelopment in infants exposed to Zika virus in
utero. N Engl J Med. 2018; 379(24): 2377-2379.
Autism Spectrum Disorder
Autism spectrum disorder (ASD) is a
neurodevelopmental condition of hetero-
geneous etiology. While it is widely
recognized that genetic and environmental
factors and their interactions contribute
to autism phenotypes, their precise causal
mechanisms remain poorly understood. This
article reviews our current understanding
of environmental risk factors of ASD and
their presumed adverse physiological
mechanisms. It comprehensively maps the
significance of parental age, teratogenic
compounds, perinatal risks, medication,
smoking and alcohol use, nutrition,
vaccination, toxic exposures, as well as
the role of extreme psychosocial factors.
Further, we consider the role of potential
protective factors such as folate and fatty
acid intake.
Evidence indicates an increased offspring
vulnerability to ASD through advanced
maternal and paternal age, valproate
intake, toxic chemical exposure, maternal
diabetes, enhanced steroidogenic activity,
immune activation, and possibly altered
zinc–copper cycles and treatment with
selective serotonin reuptake inhibitors.
Epidemiological studies demonstrate no
evidence for vaccination posing an autism
risk. It is concluded that future research
needs to consider categorical autism,
broader autism phenotypes, as well as
autistic traits, and examine more
homogenous autism variants by subgroup
stratification.
Our understanding of autism etiology could
be advanced by research aimed at
disentangling the causal and non-causal
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3 2018 in Review
environmental effects, both founding and
moderating, and gene–environment interplay
using twin studies, longitudinal and
experimental designs. The specificity of
many environmental risks for ASD remains
unknown and control of multiple confounders
has been limited. Further understanding of
the critical windows of neurodevelopmental
vulnerability and investigating the fit of
multiple hit and cumulative risk models are
likely promising approaches in enhancing
the understanding of role of environmental
factors in the etiology of ASD.
Bölte S, Girdler S, Marschik PB. The contribution of
environmental exposure to the etiology of autism
spectrum disorder. Cell Mol Life Sci. 2018.
Rett Syndrome
Typically, early (pre-diagnostic) develop-
ment in individuals later diagnosed with
Rett syndrome (RTT) has been investigated
retrospectively using parent reports,
medical records and analysis of home
videos. In recent years, prospective
research designs have been increasingly
applied to the investigation of early
development in individuals with late
phenotypical onset disorders, for example,
autism spectrum disorder.
In this study, data collected by the Danish
National Birth Cohort lent itself to
prospective exploration of the early
development of RTT, in particular early
motor-, speech-language, and socio-
communicative behaviours, mood, and sleep.
Despite limitations, this quasi pro-
spective methodology proved promising. In
order to add substantially to the body of
knowledge, however, specific questions
relating to peculiarities in early
development could usefully be added to
future cohort studies. As this involves
considerable work, it may be more realistic
to consider a set of indicators which point
to a number of developmental disorders
rather than to one.
Marschik PB, Lemcke S, Einspieler C, Zhang D, Bölte
S, Townend GS, Lauritsen MB. Early development in Rett
syndrome - The benefits and difficulties of a birth
cohort approach. Dev Neurorehabil. 2018; 21(1):68-72.
Early speech-language development of
individuals with Rett syndrome (RTT) has
been repeatedly characterised by a co-
occurrence of apparently typical and
atypical vocalisations.
The aim of our study was to describe
specific features of this intermittent
character of typical versus atypical early
RTT-associated vocalisations by combining
auditory Gestalt perception and acoustic
vocalisation analysis.
Therefore, we extracted N=363 (pre-)
linguistic vocalisations from home video
recordings of an infant later diagnosed
with RTT. In a listening experiment, all
vocalisations were assessed for
(a)typicality by five experts on early
human development. Listeners’ auditory
concepts of (a)typicality were
investigated in context of a comprehensive
set of acoustic time-, spectral- and/or
energy-related higher-order features
extracted from the vocalisations.
More than half of the vocalisations were
rated as ‘atypical’ by at least one
listener. Atypicality was mainly related to
the auditory attribute ‘timbre’, and to
prosodic, spectral, and voice quality
features in the acoustic domain.
Knowledge gained in our study shall
contribute to the generation of an
objective model of early vocalisation
atypicality. Such a model might be used for
increasing caregivers’ and healthcare
professionals’ sensitivity to identify
atypical vocalisation patterns, or even for
a probabilistic approach to automatically
detect RTT based on early vocalisations.
Pokorny FB, Bartl-Pokorny KD, Einspieler C, Zhang D,
Vollmann R, Bölte S, Gugatschka M, Schuller BW,
Marschik PB. Typical vs. atypical: Combining auditory
Gestalt perception and acoustic analysis of early
vocalisations in Rett syndrome. Res Dev Disabil. 2018;
82(6):109-119.
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4 2018 in Review
Fragile X Syndrome
While researchers and clinicians have
gained significant insights into the post-
diagnostic development of fragile X
syndrome (FXS), there is a dearth of
empirical knowledge with regard to the
prodromal development of FXS in general and
the emergence of stereotypic behaviour in
particular. This led us to extend our
previous work on early parental concerns by
retrospective video analyses aimed to
characterize developmental traits of FXS in
the first two years of life. Specifically,
with a benchmark procedure analysing home
videos, we investigated the onset and
characteristics of hand stereotypies in 13
infants later diagnosed with FXS. In
parallel, parents were asked whether and
when they had first recognized hand
stereotypies. Our video analyses revealed
a very early onset (i.e., by 6 months of
age) and the intraindividual persistency of
specific forms of hand stereotypies in the
early development of FXS. There was little
correspondence between the benchmark video
analyses and parental reports, calling into
question the reliability of the assessment
of developmental data based on parental
recall.
Zhang D, Poustka L, Marschik PB, Einspieler C. The
onset of hand stereotypies in fragile X syndrome. Dev
Med Child Neurol. 2018; 60(10): 1060-1061.
Cross-Syndrome Comparison
Responding to one’s own name (RtN) has been
reported as atypical in children with
developmental disorders, yet comparative
studies on RtN across syndromes are rare.
In this work we aim to (a) overview the
literature on RtN in different
developmental disorders during the first 24
months of life, and (b) report comparative
data on RtN across syndromes.
In a first part, a literature search,
focusing on RtN in children during the
first 24 months of life with developmental
disorders, identified 23 relevant studies.
In a second part, RtN was assessed
utilizing retrospective video analysis for
infants later diagnosed with autism
spectrum disorder (ASD), Rett syndrome
(RTT), or fragile X syndrome (FXS), and
typically developing (TD) peers.
Given a variety of methodologies and
instruments applied to assess RtN, 21/23
studies identified RtN as atypical in
infants with a developmental disorder. We
observed four different developmental
trajectories of RtN in ASD, RTT, the
preserved speech variant (PSV) of RTT, and
FXS from 9 to 24 months of age. Between-
group differences became more distinctive
with age.
In conclusion, RtN may be a potential
parameter of interest in a comprehensive
early detection model characterising age-
specific neurofunctional biomarkers
associated with specific disorders, and
contribute to early identification.
Zhang D, Roche L, Bartl-Pokorny KD, Krieber M, McLay
L, Bölte S, Poustka L, Sigafoos J, Gugatschka M,
Einspieler C, Marschik PB. Response to name and its
value for the early detection of developmental
disorders: Insights from autism spectrum disorder,
Rett syndrome, and fragile X syndrome. A perspectives
paper. Res Dev Disabil. 2018; 82(6):95-108.
Crying
The INTERSPEECH 2018 Computational
Paralinguistics Challenge addressed four
different problems for the first time in a
research competition under well-defined
conditions. In the Crying Sub-Challenge,
three types of infant vocalisations had to
be told apart. Challenge baseline feature
extraction and classifiers included data-
learnt feature representations by end-to-
end learning, the
‘usual’ ComParE and
BoAW features, and deep
unsupervised represen-
tation learning using
the AUDEEP toolkit for
the first time in the
challenge series.
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5 2018 in Review
Schuller BW, Steidl S, Batliner A, Marschik PB,
Baumeister H, Dong F, Hantke S, Pokorny FB, Rathner
E-M, Bartl-Pokorny KD, Einspieler C, Zhang D, Baird
A, Amiriparian S, Qian K, Ren Z, Schmitt M, Tzirakis
P, Zafeiriou S. The INTERSPEECH 2018 Computational
Paralinguistics Challenge: Atypical & self-assessed
affect, crying & heart beats. Proceedings of the 19th
Annual Conference of the International Speech
Communication Association (Interspeech 2018). 2018:
122-126.
General Movement Assessment
Infants who have graduated from a neonatal
intensive care unit require close follow-
up because they have a greater chance of
experiencing later motor and cognitive
difficulties; however, these difficulties
are often challenging to identify at an
early age. The General Movement Assessment
is a low-cost and highly reliable tool that
can indicate abnormal neurological
development in young high-risk infants, but
it has not yet been widely implemented in
the United States. In this review, we
discuss the literature about the use of the
General Movement Assessment in high-risk
infants and how to implement the tool in a
clinical setting.
Peyton C, Einspieler C. General movements: A
behavioral biomarker of later motor and cognitive
dysfunction in NICU graduates. Pediatr Ann. 2018;
47(4): e159-e164.
Miscellaneous
Insights
iDN lab demontration @ the ‘Lange Nacht
der Forschung’.
Coding
An intense year of annotating infant
vocalisations: A beyond crying approach.
Championship
iDN proudly presents the winner of
the First Divison of Phoniatrics
Minigolf Championship 😉, Gunter Vogrinec.
Training
Christa Einspieler's Brain Days: iDN
lecture on early brain development.
Think Tank
Initiating a series: The First Göttingen
Symposium on Late Detected Developmental
Disorders (LD3) - Challenging the Asympto-
matic Early Development Assumption.
BRAINtegrity Lab 2.0
Building the new iDN lab in Göttingen.
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6 2018 in Review
Staying Tuned
Credits
Acknowledgements
The iDN family 2018 (in alphabetical
order): Katrin D. Bartl-Pokorny, Mathias
Egger, Christa Einspieler, Sandra
Einspieler, Marlies Feiner, Dunia Garrido,
Magdalena Krieber-Tomantschger, Laura
Langmann, Christina Leitinger, Peter B.
Marschik, Florian B. Pokorny, Iris Krieber-
Tomantschger, Adriana Villarroel, Diego
Villarroel, Gunter Vogrinec, Dajie Zhang,
Clara Zitta, and Claudia Zitta.
Development: for some it’s too slow, for
others too fast, while still others believe
that the timing and pace are just fine.
When it comes to our development, opinions
are equally divided. The past year was –
undisputedly – an intense period of
development. We’ve seen some radical
changes; we’ve literally learned to stand
and walk on 2 x 2 legs in terms of
scientific insight into central-pattern-
generated neurofunctions. Observing a
child as it makes its first steps is a
milestone that parents will always
remember. Hopefully watching iDN taking its
first double steps and picking up pace
leaves its parents with the same sense of
delight.
We from the iDN core-team are extremely
grateful for your support, guidance,
loyalty, and faith in our approach and
work. As for our friends and cooperation
partners, universities and colleagues:
This annual review is to say thank you! It
is also an invitation to look beyond the
toddlerhood of iDN Graz-Göttingen.
Warm regards,
Peter B. Marschik
iDN - interdisciplinary Developmental Neuroscience
Division of Phoniatrics
Medical University of Graz
Auenbruggerplatz 26, 8036 Graz, Austria
Department of Child and Adolescent Psychiatry
and Psychotherapy,
University Medical Center Göttingen
von-Sieboldt-Straße 5, 37075 Göttingen, Germany
[email protected] www.idn-research.org idn-research idn_research © February 2019 iDN
vectorworldmap.com; map reprinted by permission of Graphics Factory CC 2009
iDN’s scientific missions in 2018 to 32 destinations in 17 different countries on 5 continents (in alphabetical order):
Ankara (Turkey), Bengaluru (India), Berlin (Germany), Bonn (Germany), Buenos Aires (Argentina), Cologne (Germany), Göttingen
(Germany), Essen (Germany), Frankfurt (Germany), Kolkata (India), London (UK), Madrid (Spain), Mexico City (Mexico), Montreal
(Canada), Mumbai (India), Munich (Germany), New Delhi (India), Nuremberg (Germany), Oita (Japan), Pisa (Italy), Port Elizabeth
(South Africa), Portland (Maine, USA), Pretoria (South Africa), Rotterdam (Netherlands), Salzburg (Austria), Sao Paulo (Brazil),
Shanghai (China), Tübingen (Germany), Varanasi (India), Vienna (Austria), Winterthur (Switzerland), Zhangjiagang (China).