Functional MRI of visual responses in the awake, behaving marmoset
Graphical abstract
Introduction
Vision is the dominant sensory modality of primates, providing spatially accurate information about the environment from a distance. From an ethological point of view, vision bestows organisms with the ability to identify foods, predators, mating candidates, and numerous other objects critical to survival. The high acuity of primate vision also allows for fine motor actions under visual guidance. Mechanisms of vision have long been studied in both human and non-human primates, and these studies have demonstrated that monkeys and humans share many neural specializations for visual perception (Orban et al., 2004, Rosa and Tweedale, 2005, Tootell et al., 2003). Old World macaques have long been the most widely used animal model of human vision, traditionally via anatomical and electrophysiological studies (Felleman and Van Essen, 1991, Hubel and Wiesel, 1968, Van Essen et al., 1992), and more recently in functional MRI experiments ( Vanduffel et al., 2014).
Following the advent of new molecular and genetic technologies developed in mice, primate research would benefit greatly from the application of viral or transgenic manipulations of neural systems. As progress in the macaque has been slow, much attention has been turned to the common marmoset (Callthrix jacchus) as a genetically tractable primate model. Marmosets are New World monkeys that diverged quite recently (< 40 million years ago) from the phylogenetic lineage leading to humans (Kishi et al., 2014, Mansfield, 2003, Okano et al., 2012, Okano and Mitra, 2014, Solomon and Rosa, 2014). Marmosets are comparable in size to rats, and the combination of small body and large brain offers unique opportunities for high spatiotemporal resolution MRI imaging in a small-bore, high field animal scanner (Hikishima et al., 2013, Newman et al., 2009, Silva et al., 2011). Unlike macaques or humans, the cerebral cortex of the marmoset is lissencephalic, lacking the complex folding of sulci and gyri. Yet in spite of its superficial resemblance to the rat’s brain, the functional organization of the marmoset brain is that of a primate, with specializations in the eye and brain that closely resemble those found in macaques and humans (Cheong et al., 2013, Lui et al., 2013, McDonald et al., 2014, Mitchell and Leopold, 2015, Rosa and Tweedale, 2005, Yu and Rosa, 2014).
In a recent study, we demonstrated the spatial organization of face-selective visual responses in the marmoset visual system (Hung et al., 2015). Here we systematically describe the methodology and results of mapping basic visual fMRI responses throughout brain of the behaving marmoset. For studying visual organization, fMRI offers an important complement to single unit recording. In the awake animal, visual fMRI involves cooperation of the subject, who must reliably direct its gaze to stimuli of interest. We demonstrate here that training and collecting high-resolution fMRI data from awake marmoset subjects in a small-bore scanner is straightforward. Using a block design, we mapped responses throughout the brain to images of natural objects, as well as scrambled control patterns. We found robust positive BOLD responses to visual stimuli in the lateral geniculate nucleus (LGN), pulvinar, superior colliculus and throughout the cerebral cortex, including occipital areas V1, V2, V3 and V4, temporal lobe areas TEO, TE3, and frontal lobe area 8aV. Several nonvisual areas, including primary areas of other sensory modalities, showed suppression of BOLD activity for visual stimuli compared to the fixation baseline. A subset of ventral stream visual areas, including areas V3, V4, TEO, and TE3, responded more strongly to natural, structured images than to the corresponding scrambled control images. These results show that fMRI is an effective tool for mapping cortical and subcortical visual responses in this species. Thus high-resolution fMRI, when combined with specific molecular and genetic interventions in the marmoset, offers new avenues to probe the functional organization of the primate brain.
Section snippets
Subjects
Two healthy adult male common marmosets (Callithrix jacchus), marmoset E and marmoset B, each of them six years old and weighing 350–450 g, were used in the study. Marmosets were housed in cages with same-sex pairs in a room with a 12 h light/dark cycle. Their food and water intake was regulated, receiving food and at least 15 mL of unfiltered water once daily from 2 to 4 pm (Lunn, 1989). This regulated feeding schedule induced the animals to be more engaged during behavioral training and fMRI
Development of visual fMRI setup for awake marmosets
The visual fMRI setup for awake marmosets is depicted in Fig. 1A. For testing the marmoset inside the scanner, we adapted an experimental approach that had previously been used in macaques (Tsao et al., 2003), in our case with the marmoset lying belly down and restrained within a jacket fixed firmly to a cradle inside the bore. Unlike most macaque studies (but see (Srihasam et al., 2010)), the marmosets in this study did not receive any implants to restrain head motion. Instead, the animals
Visual fMRI experiment in awake, behaving marmosets
In this work, we further established the feasibility of conducting visual fMRI experiments in awake, behaving marmosets. The procedures were non-invasive and thus carried out in animals without the need for head implants. It has been previously speculated that marmosets are difficult to train and will not cooperate in tightly set psychophysics experiments such as the ones that are routinely performed by macaques. Recently, researchers have reported success in training the marmosets to perform
Acknowlegments
This research was supported by the Intramural Research Programs of the National Institute of Neurological Disorders and Stroke and the National Institute of Mental Health. The authors want to thank Julian Day-Cooney and Xianfeng (Lisa) Zhang for technical assistance.
References (69)
- et al.
On the importance of the transient visual response in the superior colliculus
Curr. Opin. Neurobiol.
(2008) - et al.
Cortical surface-based analysis. I. Segmentation and surface reconstruction
NeuroImage
(1999) - et al.
Differential processing of objects under various viewing conditions in the human lateral occipital complex
Neuron
(1999) - et al.
Atlas of the developing brain of the marmoset monkey constructed using magnetic resonance histology
Neuroscience
(2013) - et al.
Improved optimization for the robust and accurate linear registration and motion correction of brain images
NeuroImage
(2002) - et al.
Pulvinar contributions to the dorsal and ventral streams of visual processing in primates
Brain Res. Rev.
(2007) - et al.
fMRI in the awake marmoset: somatosensory-evoked responses, functional connectivity, and comparison with propofol anesthesia
NeuroImage
(2013) - et al.
A combined histological and MRI brain atlas of the common marmoset monkey, Callithrix jacchus
Brain Res. Rev.
(2009) - et al.
The common marmoset as a novel animal model system for biomedical and neuroscience research applications
Semin. Fetal Neonatal Med.
(2012) - et al.
Comparative mapping of higher visual areas in monkeys and humans
Trends Cogn. Sci.
(2004)
In vivo quantification of T2* anisotropy in white matter fibers in marmoset monkeys
NeuroImage
Noninvasive functional MRI in alert monkeys
NeuroImage
Cortical cartography and Caret software
NeuroImage
Monkey Cortex through fMRI Glasses
Neuron
User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability
NeuroImage
High-performance execution of psychophysical tasks with complex visual stimuli in MATLAB
J. Neurophysiol.
Large-scale brain networks in the awake, truly resting marmoset monkey
J. Neurosci.
Controlling the false discovery rate: a practical and powerful approach to multiple testing
J. Roy Stat. Soc. B Met.
Multisensory cortical signal increases and decreases during vestibular galvanic stimulation (fMRI)
J. Neurophysiol.
Eye movements induced by electrical stimulation of the frontal eye fields of marmosets and squirrel monkeys
Brain Behav. Evol.
Visualizing myeloarchitecture with magnetic resonance imaging in primates
Ann. NY Acad. Sci.
Cytoarchitectonic subdivisions of the dorsolateral frontal cortex of the marmoset monkey (Callithrix jacchus), and their projections to dorsal visual areas
J. Comp. Neurol.
Cortical-like receptive fields in the lateral geniculate nucleus of marmoset monkeys
J. Neurosci.
Distribution across cortical areas of neurons projecting to the superior colliculus in new world monkeys
Anat. Rec. A: Discov. Mol. Cell. Evol. Biol.
Software tools for analysis and visualization of fMRI data
NMR Biomed.
Modular preamplifier design and application to animal imaging at 7 and 11.7 T
Distributed hierarchical processing in the primate cerebral cortex
Cereb. Cortex
Parkinson disease: diffusion MR imaging to detect nigrostriatal pathway loss in a marmoset model treated with 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine
Radiology
Receptive fields and functional architecture of monkey striate cortex
J. Physiol. Lond.
Functional mapping of face-selective regions in the extrastriate visual cortex of the marmoset
J. Neurosci.
Experimental autoimmune encephalomyelitis in marmosets
Methods Mol. Biol. (Clifton, N.J.)
The subcortical visual system of primates
Image reconstruction in SNR units: A general method for SNR measurement
Magn. Reson. Med.
Common marmoset as a new model animal for neuroscience research and genome editing technology
Develop. Growth Differ.
Cited by (48)
A radiofrequency coil to facilitate task-based fMRI of awake marmosets
2023, Journal of Neuroscience MethodsThe role of MRI in applying the 3Rs to non-human primate neuroscience
2021, NeuroImageCitation Excerpt :Capability for fMRI in awake, behaving macaques has increased considerably since the original work by Logothetis and others (Logothetis et al., 1999; Goense et al., 2010), enabling laboratories to map higher cognitive functions. Several research groups have also succeeded in collecting fMRI data from conscious marmosets, Callithrix jacchus (e.g. Hung et al., 2015). Multiple scan sessions are often required for monkey fMRI experiments (Janssens et al., 2012).
Looming and receding visual networks in awake marmosets investigated with fMRI
2020, NeuroImageCitation Excerpt :Indeed, we found robust activation in the occipitotemporal cortex including V1, V2, V3, V4, TEO and TE for both looming and receding stimuli. This network is very similar to the one found by Hung et al. (2015a) who investigated the responses to static visual stimuli (faces, body, objects) with fMRI in marmosets. Areas V4 and TEO both showed preferential encoding for complex visual stimuli (Hung et al., 2015a, 2015b).