Altered Amplitude of Low-Frequency Fluctuation and functional connectivity in High Myopia: A Resting-State fMRI Study
Xue-wei Zhang1,2, Wei-hong Zhang2, and Qin Long3

1Department of Interventional Radiology, China Meitan General Hospital, Beijing, China, People's Republic of, 2Department of Radiology, Peking Union Medical College Hospital, Beijing, China, People's Republic of, 3Department of Ophthalmology, Peking Union Medical College Hospital, Beijing, China, People's Republic of

Synopsis

High myopia (HM) can result in serious vision problems. To date, the pathophysiologic mechanism remains unknown. The authors tried to explore the potential locations which involved in the brain abnormalities of HM patients, through observing altered ALFF of different bands and functional connectivity of the brain by rs-fMRI. The results showed that, not only visual cortex but also multiple brain regions were noted to have abnormal changes in the brain of HM patients. In conclusion, the findings indicated that high myopia affects many functional networks, and different bands of ALFF may provide a new way to explore the underlying mechanism.

introduction

High myopia (HM), sometimes known as pathological myopia or degenerative myopia, is a type of refractive error above -6 diopter (D),which can result in visual impairment and even blindness [1]. Till now, the mechanism of HM has not been clarified yet. Most of the magnetic resonance(MR) studies related with high myopia are concentrated on the structural changes of the eyeball and the brain[2]. However, only few studies addressed the changes of the brain activity in people with HM. Resting-state functional magnetic resonance imaging (rs-fMRI) is appropriate for exploring the mechanism of HM. Technically, amplitude of low-frequency fluctuations (ALFF) and fractional ALFF (fALFF) are two common indexes which have been proven to be valuable parameters to reflect spontaneous neural activity. Previous researches have demonstrated that fALFF could improve sensitivity and specificity in detecting abnormal brain activities [3], and detailed information about the brain can be acquired through analyzing the different frequency bands [4]. In addition, functional connectivity can provide clues of the observed temporal correlations between remote areas and it has the potential application to clarify the rearrangement of the networks[5]. Herein, we hypothesized that the abnormalities in the brain of HM patients exist not only in the visual cortex but also in some other functional networks.

Purpose

To analyze the altered amplitude of low-frequency fluctuation (ALFF) and functional connectivity of the brain using resting-state functional magnetic resonance imaging (fMRI) in HM patients.

Methods and Materials

Four patients with high myopia (above-10D in both eyes) and ten age- and gender-matched healthy controls were recruited. After the ALFF and fractional amplitude of low-frequency fluctuation (fALFF) for slow-4(0.027-0.73 Hz) and slow-5 (0.01-0.027 Hz) bands were calculated, the results between patients and healthy controls were compared. The functional connectivity (FC) between regions of interest (ROIs) based on ALFF findings with the voxels in the whole brain were then calculated.

Results

1.Altered ALFF results of one-sample t-test across all subjects of the two groups during resting state are showed in Figure 1 (P < 0.05, AlphaSim correction).

2. Compared with healthy subjects, HM patients showed significant increased ALFF in the right inferior occipital gyrus, left lingual gyrus and Broadman area 18 (Showed in Fig.2).

3. Two ROIs’ spheres were drawn by peak points based on altered areas of ALFF (The Montreal Neurological Institute (MNI) coordinates of peak points were showed in Fig.2). Compared with healthy controls, HM patients showed decreased functional connectivity of ROI1 in the left inferior occipital gyrus and left medial superior frontal gyrus. For the ROI 2, decreased functional connectivity of HM patients were left cuneus but increased functional connectivity in right inferior temporal gyrus (Showed in Fig.3).

4. The alterations of fractional ALFF for slow4 and slow5 bands: Compared with healthy subjects, HM patients showed significant increased fALFF in the right postcentral gyrus and precentral gyrus but decreased fALFF in right calcarine cotex, cuneus, Broadman area 18, left anterior cingulum and Broadman area 10 for slow-4. Meanwhile, HM patients showed significant increased fALFF in left superior frontal gyrus but decreased fALFF in left precentral gyrus, Broadman area 6 and middle frontal gyrus for slow-5. (Showed in Fig.4)

Conclusion

Our findings indicated that high myopia not only affect visual cortex but also some other functional networks. In addition, frequency effects should be taken into account as a combination of the different bands can acquire more information about the brain.

Acknowledgements

The author thanks Wei-Hong Zhang, in the Department of Radiology and Qin Long, in the Department of ophthalmology, Peking Union Medical College Hospital for their valuable help on the manuscript.

References

1. Chen W, Guan Y, He G, et al., Aqueous Levels of Pigment Epithelium-Derived Factor and Macular Choroidal Thickness in High Myopia. J Ophthalmol 2015, 2015:731461.

2. Li Q, Guo M, Dong H, et al., Voxel-based analysis of regional gray and white matter concentration in high myopia. Vision research 2012, 58:45-50.

3. Zou QH, Zhu CZ, Yang Y,et al., An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: fractional ALFF. Journal of neuroscience methods 2008, 172(1):137-141.

4. Li T, Liu Z, Li J,et al., Altered amplitude of low-frequency fluctuation in primary open-angle glaucoma: a resting-state FMRI study. Invest Ophthalmol Vis Sci, 2015. 56(1): p. 322-9.

5. Varsou O, Macleod MJ, Schwarzbauer C, Functional connectivity magnetic resonance imaging in stroke: an evidence-based clinical review. International journal of stroke : official journal of the International Stroke Society 2014, 9(2):191-198.

Figures

Fig.1 Results of ALFF across all high myopic(HM) patients (A) and healthy controls with (B) in the resting state (one-sample t-test; P < 0.05, AlphaSim correction). T means t values.

Fig.2 ALFF differences between HM and healthy subjects. Compared with control group, ALFF values in HM increased in the right inferior occipital gyrus and left lingual gyrus. Threshold was set at P < 0.05(AlphaSim corrected). The figures below each image are the Montreal Neurological Institute (MNI) coordinates of peak points .

Fig.3 Increased and decreased functional connectivity (FC) of ROIs based on ALFF results between HM and healthy subjects. A: ROI 1 (Peak MNI coordinate: -18,-93,-12, 6mm radius); B: ROI 2(Peak MNI coordinate: 33,-87,-12, 6mm radius). Red=increased, Blue=decreased.

Fig.4 Fractional ALFF differences between HM patients and healthy subjects for slow-4 (A) and slow-5 (B). T means t values.



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