Default-mode network hypo-connectivity in a mouse model of human chromosome 16p11.2 microdeletion
Alice Bertero1,2, Gergely David2, Adam Liska2, Alberto Galbusera2, Massimo Pasqualetti1,2, and Alessandro Gozzi2

1Department of Biology, Unit of Cell and Developmental Biology, University of Pisa, Pisa, Italy, 2Functional Neuroimaging Lab, Center for Neuroscience and Cognitive Systems, Istituto Italiano di Tecnologia, Rovereto, Italy

Synopsis

Autism spectrum disorder (ASD) has been associated to reduced or aberrant functional brain connectivity as measured with resting state fMRI (rsfMRI). However little is known on the pathophysiological and genetic determinants underlying these alterations. Here we show that mice recapitulating human chromosome 16p11.2 microdeletion, a trait associated with intellectual disability and high ASD penetrance, exhibit reduced connectivity in prefrontal hubs of the mouse default mode network, recapitulating a hallmark neuroimaging finding in ASD. These findings establish a causal link between ASD-associated mutations and connectivity alterations and identify a plausible macroscale substrate for the cognitive impairments associated to 16p11.2 microdeletion.

Background

Autism spectrum disorder (ASD) has been often associated to reduced or aberrant functional brain connectivity as measured with resting state functional Magnetic Resonance imaging (rsfMRI) [1]. However, great heterogeneity exists in the expression of these alterations, and little is known on the pathophysiological and genetic etiology of these deficits. Mouse models harbouring mutations with robust ASD-association can be used to probe causal relationships between genetic variations and aberrant connectivity. By tightly controlling motion and physiological parameters we recently demonstrated the possibility of using rsfMRI to reliably map large-scale connectivity networks in the mouse brain [2, 3]. The approach led to the first identification of possible mouse homologues of the human salience and default mode (DMN) networks in this species [2, 4].

Human chromosome 16p11.2 microdeletion, a genetic trait associated with mild intellectual disability, is the most common gene copy number variation in autism, accounting for approximately 0.5–1% of all ASD cases. A mouse line harbouring a chromosomal deletion syntenic to human 16p11.2 has been recently generated [5]. 16p11.2+/- mice exhibit cognitive impairments and mild social deficits [5]. However, the macroscale substrates of the cognitive and social impairments associated with 16p11.2 microdeletion remain elusive. We here used mouse rsfMRI to probe whether 16p11.2 microdeletion results in macroscale functional connectivity changes. Our approach permits to begin to establish causal relations between connectivity impairments and specific ASD-related genetic etiologies.

Methods

All experiments were carried out in accordance with Italian regulations governing animal welfare and protection. rsfMRI timeseries were acquired on N=11 16p11.2+/- (heterozygous) adult male mice and N=12 control (16p11.2+/+) littermates as previously described (6). Animals were imaged under shallow halothane anesthesia (0.7%) and artificial ventilation. All experiments were performed on a 7.0 Tesla MRI scanner, using a single-shot EPI sequence with TR/TE 1200/15 ms, flip angle 30°, matrix 100 × 100, field of view 2 × 2 cm2, 24 coronal slices, slice thickness 0.50 mm and a total rsfMRI acquisition time of 6 min. Image preprocessing: images were motion corrected, spatially normalized, smoothed band-pass filtered and regression of motion traces and the mean ventricular signal were applied. Seed based correlation maps were computed using AFNI based on anatomical regions chosen a priori from an anatomical atlas as previously described [6]

Results

Seed-correlation mapping in the retrosplenial cortex (Rs), a key hub of the mouse DMN, revealed reduced pre-frontal connectivity in 16p11.2+/- mice compared to control littermates. The effect was not seed-dependent and was apparent along the whole retrosplenial-cingulate midline of the DMN (Fig. 1). We next probed insular-cingulate rsfMRI connectivity, a network that recapitulates anatomical features of the human salience network [2] (Fig. 2). 16p11.2+/- mice showed reduced connectivity between insular and anterior cingulate areas. Thalamo-prefrontal connectivity has also been reported to be compromised in ASD [7]. We thus probed connectivity of ventral (infralimbic) PFC regions, as these contain robust reciprocal projection with thalamic areas, and observed foci of prefrontal-thalamic connectivity in 16p11.2+/- (Fig. 3). To investigate the presence of alerations in axonal connectivity we also employed rabies virus retrograde tracing of infralimbic regions [3] (Fig. 4) to which thalamic afferents project. The tracing result revealed the presence of dense afferent neuronal clusters in mid thalamic regions of both genotypes, suggesting that thalamo-cortical dysconnectivity observed does not trivially reflect absence of projecting fibers. Homotopic inter-hemispheric connectivity appeared to be broadly preserved in all the cortical and subcortical regions assessed, including nuclei of the basal ganglia (p>0.10, all ROIs). No genotype-dependent differences in anesthesia sensitivity were detected as seen with a) halothane minimal alveolar concentration recordings (p=0.18), b) mean arterial blood pressure mapping 17 (p=0.32), c) amplitude of cortical BOLD signal fluctuations (p=0.31), thus arguing against a confounding effect of anesthesia on the inter-strain connectivity differences.

Conclusions

We show that 16p11.2+/- mice exhibit long-range functional hypo-connectivity affecting prefrontal integrative hubs of the “default-mode” and “salience” networks. The observed hypo-connectivity recapitulates hallmark neuroimaging findings in ASD and serves as a possible macroscale substrate for the cognitive deficits produced by 16p11.2 microdeletion. Our approach permits to begin to establish causal relations between connectivity impairments and specific ASD-related genetic etiologies and pave the way to the investigation of the neurobiological underpinnings of highly heterogeneous clinical connectivity findings.

Acknowledgements

The study was funded by a grant from the Simons Foundation (SFARI 314688, A.G.).

References

[1]. E. Anagnostou, M. Taylor, Molecular Autism 2, 4 (2011).

[2]. F. Sforazzini, A. J. Schwarz, A. Galbusera, A. Bifone, A. Gozzi, NeuroImage 87, 403 (2014).

[3]. F. Sforazzini et al., Brain Struct Funct 1 (2014).

[4]. A. Liska, A. Galbusera, A. J. Schwarz, A. Gozzi, NeuroImage 115, 281 (2015).

[5]. G. Horev et al., PNAS108, 17076 (2011).

[6]. Y. Zhan et al., Nat. Neurosci 17, 400 (2014).

[7]. A. Nair, J. M. Treiber, D. K. Shukla, P. Shih, R. A. M++ller, Brain 136, 1942 (2013).

Figures

Seed-correlation mapping in the retrosplenial cortex (Rs) revealed reduced pre-frontal (CG: cingulate) connectivity in the Default Mode Networks (DMN) in 16p11.2+/- mice. (a) Seed correlation maps for retrosplenial cortex (Rs; T>2.4, pc=0.01) in the two genotypes. (b) Connectivity profile between midline DMN seeds and anterior cingulate cortex ROI (*p<0.05, two way ANOVA, genotype effect). dPFC: dorsal prefrontal cortex, RS: retrosplenial cortex

Seed-correlation mapping in the anterior insular cortex (Ins) revealed reduced connectivity with anterior cingulate in 16p11.2+/- mice. (a) Seed correlation maps for anterior Insula (Ins; T>2.4, pc=0.01) in the two genotypes. (b) Reduced insular-cingulate (aCg: anterior cingulate cortex) connectivity in 16p11.2+/- mice (*p<0.05). Bottom panel shows seed (red) and target region locations. dPFC: dorsal prefrontal cortex, aINS: anterior insula.

Seed-correlation mapping in the ventral prefrontal cortex revealed reduced connectivity with medial thalamic (mTh) areas in 16p11.2+/- mice. (a) Seed correlation maps for an IL seed (IL T>2.4, pc=0.01) in the two genotypes. (b) Reduced IL-thalamic connectivity profile in 16p11.2+/- mice (**p<0.01). Bottom panel shows seed (red) and target region locations. mTH: medial thalamus, IL: infralimbic cortex; ILA: anterior IL; ILM: medial infralimbic; Ilp: posterior infralimbic cortex.

Monosynaptic retrograde tracing of the left infralimbic cortex in control and 16p11.2 mutants. Clusters of medio-thalamic projecting neurons were found in both strains suggesting conserved thalamo-prefrontal axonal architecture in both strains (thalamic projecting neurons from two representative subjects are shown). Inset shows location of rabies injection. D3V: third ventricle, GrDG: Granular Dentate Gyrus; fi: fimbria of the hippocampus.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
1031