Abstract
BACKGROUND AND PURPOSE: Functional neuroimaging studies in irritable bowel syndrome have revealed abnormalities in the corticolimbic regions, specifically, hyperactivity of the amygdala during visceral and somatic stimulation. This study investigated changes in the neural circuitry of the amygdala in patients with irritable bowel syndrome based on resting-state functional connectivity.
MATERIALS AND METHODS: Functional MR imaging data were acquired from 31 patients with irritable bowel syndrome and 32 healthy controls (matched for age, sex, and educational level) during rest, and the resting-state functional connectivity of bilateral amygdalae was compared. Multiple regression was performed to investigate the relationship between clinical indices of patients with irritable bowel syndrome and resting-state functional connectivity.
RESULTS: Compared with healthy controls, patients with irritable bowel syndrome had higher positive resting-state functional connectivity between the amygdala and insula, midbrain, parahippocampal gyrus, pre- and postcentral gyri, and supplementary motor area. The inclusion of anxiety and depression as covariates did not alter amygdala resting-state functional connectivity differences between the study groups. Multiple covariate regression results showed that the pain intensity in patients with irritable bowel syndrome positively correlated with resting-state functional connectivity between the amygdala and supplementary motor area, pre- and postcentral gyri, and insula, while the Irritable Bowel Syndrome–Symptom Severity Score positively correlated with resting-state functional connectivity between the amygdala and insula and midbrain.
CONCLUSIONS: Patients with irritable bowel syndrome showed disturbed amygdala resting-state functional connectivity with the corticolimbic regions, which could partly account for the enhanced emotional arousal and visceral information processing associated with irritable bowel syndrome.
ABBREVIATIONS:
- IBS
- irritable bowel syndrome
- PHG
- parahippocampal gyrus
- RSFC
- resting-state functional connectivity
- SMA
- supplementary motor area
Irritable bowel syndrome (IBS) is a common chronic gastrointestinal condition characterized by abdominal pain, bloating, and disturbed defecation.1,2 It is thought to result from a dysregulation of the brain-gut interaction.3 With its high prevalence (observed in up to 20% of the population)4 and the recurrent nature of the symptoms, IBS negatively affects the quality of life of individuals with this condition and is a health care burden for society5; however, the neural basis for IBS has not been examined in detail, to our knowledge.
Functional neuroimaging is the only means of identifying the human brain circuitry that is correlated with various phenotypic and behavioral manifestations of functional gastrointestinal disorders, including IBS6; convergent neuroimaging studies have implicated an abnormal emotional arousal network that encompasses emotional, cognitive, and psychological aspects.7 Hyperactivity of the amygdala within this network is a striking feature of IBS, which has been documented in many studies by using visceral or somatic stimuli.6,8 The amygdala networks are important in emotional regulation, modulation of sensory information, and processing of visceral information in relation to emotional stimuli.9 On the basis of the importance of the amygdala in emotional systems and its implication in IBS, this study focused on examining amygdala functional connectivity in patients with IBS.
Brain activity is present even in the absence of an externally activated task, which might cause fluctuations in blood oxygen level–dependent signal. Thus, in task-based activation studies, the background brain activity can distort the blood oxygen level–dependent signal, making it difficult to elucidate the brain mechanisms involved within the studies. Resting-state functional MR imaging is a fairly new approach, which could resolve this issue10 by measuring spontaneous blood oxygen level–dependent fluctuations in the brain during rest,11 which has been used in the study of IBS.6,12 Resting-state functional connectivity (RSFC)—the quantification method most frequently used in resting-state functional MR imaging studies10,13—measures interregional temporal correlation between a predefined seed region and functionally related regions14 and has been used as a reliable and sensitive index in studies of healthy subjects and patients with various brain disorders such as Alzheimer disease, depression, and attention deficit/hyperactivity disorder.11,15 However, there have been no prior studies using RSFC to investigate the amygdala functional connectivity in patients with IBS.
The present study examined abnormalities of the amygdala functional connectivity in IBS. We hypothesized that amygdala RSFC with corticolimbic regions associated with emotion arousal and visceral information processing would be higher in patients with IBS relative to healthy control subjects, underlying clinically well-observed IBS features such as amplified experience of pain and a negative emotional state. Moreover, given that anxiety and depression have been linked to visceral sensation processing,16 we conjectured that anxiety and depression scores would affect amygdala RSFC differences between patients with IBS and healthy controls when included as covariates in the analysis.
Materials and Methods
Subjects
All participants provided informed consent to procedures approved by the local Medical Research Ethics Committee. Patients with IBS were recruited from the Digestive Disease Clinic of our hospital and by community advertisements. Thirty-two right-handed patients who were identified as having IBS were recruited for this study between December 2013 and December 2014. A diagnosis of IBS was made by a gastroenterologist with expertise in functional gastrointestinal disorders based on the Rome III criteria,17 which include recurrent abdominal pain or discomfort associated with ≥2 of the following: relief/improvement by defecation, onset related to a change in stool frequency, and onset related to a change in stool appearance.
Inclusion criteria for patient recruitment were as follows: older than 18 years of age and a diagnosis positive for IBS based on the Rome III criteria. Exclusion criteria were as follows: a history of gastrointestinal surgery; current or past psychiatric illnesses or substance abuse; treatment with any centrally acting medications such as selective serotonin reuptake inhibitors, aspirin, or nonsteroidal anti-inflammatory drugs for >2 weeks before enrollment; major medical or neurologic conditions; and head motion of >1.0 mm in translation or 1.0° in rotation during MR imaging. One patient with IBS was excluded for excessive head motion. The remaining 31 patients with IBS (25 men, 6 women; mean age, 29.23 ± 9.69 years) were included in the final analysis.
Thirty-two age-, sex-, and educational level–matched right-handed healthy control subjects (25 men, 7 women; mean age, 27.47 ± 8.64 years) were recruited by advertisement and were screened through a medical examination for the absence of chronic pain, bowel disturbance, and visceral disease. Other exclusion criteria were the same as those applied to the IBS patient group.
Questionnaires
Before MR imaging, each subject completed a set of neuropsychological tests, which included the Mini-Mental State Examination, Montreal Cognitive Assessment, and Zung Self-Rating Anxiety and Depression Scales. When making the research plan before the experiment, we included the Mini-Mental State Examination to avoid inclusion of those subjects with possible dementia,18 especially for the older subjects who might be recruited, so this test was performed in all subjects, including those with relatively young age. The Montreal Cognitive Assessment19 was used to screen subjects for mild cognitive impairment and to evaluate their general cognition, and the Zung Self-Rating Anxiety Scale20 and the Zung Self-Rating Depression Scale21 were used to rate anxiety-/depression-related symptoms. In addition, patients with IBS were also tested for the IBS–Symptom Severity Score,22 and the IBS–Quality of Life score,23 and with the visual analog scale (0–100 points), which included the descriptors “no pain sensation” at zero and “the most intense pain sensation imaginable” at 100.24
MR Imaging Data Acquisition
Subjects were scanned by using a 3T MR imaging scanner (Tim Trio; Siemens, Erlangen, Germany). A foam pad was used to minimize head motion. First, high-resolution T1 structural images were acquired in the sagittal orientation with a magnetization-prepared rapid acquisition of gradient echo sequence (TR/TE, 2300/2.98 ms; flip angle, 9°; FOV, 256 × 256 mm2; acquisition matrix, 256 × 256; 191 sections with section thickness of 1 mm). Resting-state fMRI data were then obtained by using a single-shot, gradient-recalled echo-planar imaging sequence (250 volumes; TR/TE, 2000/30 ms; FOV, 240 × 240 mm; flip angle, 90°; matrix, 64 × 64; voxel size, 3.75 × 3.75 × 4 mm; 30 axial sections aligned along the anterior/posterior commissure).
Data Preprocessing
Data preprocessing was performed by using SPM8 software (http://www.fil.ion.ucl.ac.uk/spm/software/spm8). For each participant, the first 10 volumes were discarded to account for steady-state longitudinal magnetization and the remaining 240 images were corrected for temporal differences and head motion. Data from 1 patient with IBS were discarded because of excessive head motion. Therefore, 31 patients and 32 controls were included in the analysis. Group differences in translation and rotation of head motion were also evaluated according to the following formula25:
where L is the length of the time-series (L = 240 in this study), and xi, yi, and zi are translations/rotations at the ith time point in the x, y, and z directions, respectively. No differences in image quality were found between patients with IBS and healthy controls (2-sample t test, t = 1.35, P = .18 for translational motion and t = 1.47, P = .15 for rotational motion). In this study, T1-weighted images were used as the bridge for the fMRI scans normalized from individual space to the Montreal Neurological Institute space because these T1 structural images had higher resolution than the EPI fMRI scans, which meant that the transformation deviation of individual T1 image to Montreal Neurological Institute space would be smaller than that of the EPI. First, the T1 structural image of each subject was coregistered to the corresponding functional image. Second, the coregistered structural T1 image was segmented by using the unified segmentation algorithm,26,27 which can significantly improve the accuracy of spatial normalization, and it was then transformed into the Montreal Neurological Institute space. Third, the functional images were subsequently warped into the standard Montreal Neurological Institute stereotaxic space of 3 × 3 × 3 mm3 by applying the parameters of the structural image normalization and then smoothed by convolution with an isotropic Gaussian kernel (8-mm full width at half maximum). After smoothing, imaging data were temporally filtered (bandpass, 0.01–0.08 Hz) to remove the effects of low-frequency drift and high-frequency noise. Before functional connectivity analysis, several sources of spurious variance—including 6 head-motion parameters obtained by rigid-body head-motion correction and average signals from CSF and white matter—were removed by applying linear regression.28 The global signal was not regressed according to a previous study.29
Functional Connectivity Analysis
The FMRIB Integrated Registration and Segmentation Tool (FIRST; http://fsl.fmrib.ox.ac.uk/fsl/fslwiki/FIRST) was used on T1 images to delineate the amygdalae in each subject; the individual amygdala mask was then normalized to the Montreal Neurological Institute space. For the fMRI data of every subject, the average time-series across all voxels of each amygdala was separately computed as a reference time course and correlated with the time-series of the rest of the brain. Correlation coefficients were then converted to z values with the Fisher r-to-z transformation to standardize the statistical analysis. Thus, whole-brain RSFC maps of the bilateral amygdala were generated for each subject.
Statistical Analysis
SPSS, Version 16.0 (IBM, Armonk, New York) was used to analyze demographic and clinical data. SPM8 was used to analyze RSFC maps for each subject. A random 2-sample t test was then performed to assess differences in amygdala RSFC maps between patients with IBS and healthy controls, while eliminating the effects of age, sex, and educational level by regression. Significant clusters were identified by using the joint expected probability distribution,29 with height (P < .005) and extent (P < .05) thresholds corrected at the whole-brain level.
Statistical analysis was also performed by including anxiety and depression scores (along with age, sex, and educational level) as covariates30 to evaluate the effect of anxiety and depression on amygdala RSFC during comparisons. Because the Zung Self-Rating Anxiety Scale and the Self-Rating Depression Scale scores showed high correlations within each group (patient group: Spearman ρ = 0.76, P < .001; control group: Spearman ρ = 0.78, P < .001), the scores were taken together (covariates 1 and 2) rather than considered separately as covariates to evaluate the psychosocial effects on the RSFC as described in a previous study of IBS.31
A multiple linear regression analysis was used to investigate the relationship between amygdala RSFC in patients with IBS and the IBS–Symptom Severity Score, IBS–Quality of Life score, and pain intensity in SPM8. The statistical threshold was the same as that in the above-mentioned 2-sample t test.
Results
Clinical Data
Demographic and clinical information for the subjects is shown in Table 1. There were no differences in terms of age, sex, or educational level between patients with IBS and healthy controls (P > .05). Scores for the Mini-Mental State Examination (>26) and the Montreal Cognitive Assessment (≥26) for all subjects were in the normal range, while patients with IBS had lower Mini-Mental State Examination and higher Zung Self-Rating Anxiety Scale and Depression Scale scores than controls (P < .05) (Table 1). All cases were diarrhea-predominant based on bowel habits, with pain reported as a symptom by each patient.
Demographic and clinical data for patients with IBS and healthy controlsa
Amygdala Resting-State Functional Network and Effect of Psychosocial Factors
Patients with IBS had a higher left amygdala positive RSFC with the right insula, midbrain, left pre-/postcentral gyri, right precentral gyrus, left parahippocampal gyrus (PHG), and bilateral supplementary motor areas (SMAs) and higher right amygdala positive RSFC with the right insula, midbrain, left PHG, bilateral precentral gyri, and right SMA relative to healthy controls (Table 2 and Figs 1 and 2). No amygdala RSFC differences between patients with IBS and controls were removed when anxiety and depression were included as covariates (along with age, sex, and educational level) in the analysis.
Brain regions showing amygdala RSFC differences between patients with IBS and healthy controls
Functional connectivity analysis of the left amygdala. Compared with healthy controls, patients with IBS had higher positive RSFC between the left amygdala and the right insula, midbrain, left pre-/postcentral gyri, right precentral gyrus, left PHG, and bilateral SMA.
Functional connectivity analysis of the right amygdala. Patients with IBS had higher right amygdala–positive RSFC with the right insula, midbrain, left PHG, bilateral precentral gyri, and right SMA relative to healthy controls.
Correlation Analysis
Multiple covariate regression results suggested that the pain intensity in patients with IBS positively correlated with RSFC between the left amygdala and bilateral SMA, pre- and postcentral gyri, and insula; and the RSFC between the right amygdala and the right precentral gyrus and right insula, while the IBS–Symptom Severity Score positively correlated with RSFC between the left amygdala and bilateral insula and the midbrain and with RSFC between the right amygdala and right insula (Fig 3).
Correlation between amygdala RSFC and clinical indices in patients with IBS. The pain intensity in patients with IBS positively correlated with RSFC between the left amygdala and bilateral SMA, pre- and postcentral gyri, and insula, and the RSFC between the right amygdala and right precentral gyrus and right insula. The IBS–Symptom Severity Score positively correlated with RSFC between the left amygdala and bilateral insula and midbrain, and RSFC between the right amygdala and right insula. IBS-SSS indicates IBS-Symptom Severity Score; FC, functional connectivity.
Discussion
The present study investigated changes in amygdala RSFC in IBS. The results showed that patients with IBS had higher RSFC between the amygdala and insula, midbrain, PHG, and sensorimotor regions. In addition, including anxiety and depression as covariates in the analysis had no effect on the RSFC differences between patients with IBS and controls.
Higher Amygdala-Insula RSFC in IBS
In this study, patients with IBS had higher RSFC between the left and right amygdala and the insula, a major component of the limbic system32 that is closely connected to the amygdala.9 The insula is involved in emotional arousal and visceral sensory, autonomic visceral motor, and pain processing33 and is consistently activated in healthy subjects exposed to visceral stimuli.6 The insula is also an essential node in the homeostatic afferent network that is hyperactivated in IBS.8,16,34 Increased insula activities in patients with IBS during rectal distension35 and in response to cutaneous heat stimuli36 have been reported. Evidence also showed that a functional network between the amygdala and insula mediates anxious anticipation of a negative event, and anxious individuals display exaggerated activity within this network during anticipation of aversive stimuli.37 An increase in functional connectivity has been interpreted as increased wiring inside the network or increased neuronal synchrony and/or activity.38,39 Thus, the observed higher amygdala-insula functional coupling here may be a mechanism supporting the enhanced emotional arousal and visceral information processing associated with IBS. In addition, the association between insula RSFC and pain intensity in IBS implies a role for the insula in pain processing in these patients. Previous studies have also indicated that the insula is involved in the processing of the affective dimension of pain40 and coding of pain intensity.41
Higher Amygdala-Midbrain RSFC in IBS
A higher RSFC between the amygdala and midbrain was detected in IBS relative to control subjects, which has not been previously reported. Previous studies have reported brain stem activation in healthy controls in response to visceral and somatic stimulation42 and higher midbrain activation in patients with IBS than in healthy controls during rectal stimulation.8 Animal studies have also identified strong connections between the amygdala and brain stem that are responsible for processing visceral information related to emotional stimuli.9 We speculate that the higher functional coupling between the amygdala and midbrain observed in this study may be related to an amplified nociceptive response to visceral information in IBS.6
Higher Amygdala-PHG RSFC in IBS
The RSFC between the amygdala and PHG was also higher in patients with IBS compared with control subjects. A previous fMRI study of patients with IBS showed that increased hippocampal activity was associated with the anticipation of rectal distension,43 and a follow-up study reported a significant correlation between a decreased blood oxygen level–dependent response in the hippocampus during rectal distension and the improvement of gastrointestinal symptoms after the IBS was treated.44 The amygdala has extensive connections with the hippocampus and PHG,45 which modulate emotional memories.46 In addition, a prior fMRI study in healthy adults showed that amygdala-hippocampal connectivity increases during encoding and retrieval of emotional memories.47 Thus, in this study, the higher amygdala-PHG RSFC in patients with IBS may arise from long-timeencoding of negative emotional memories such as visceral pain. This speculation requires further investigation examining how the amygdala-PHG RSFC changes because of treatment for IBS.
Higher Amygdala–Sensorimotor Region RSFC in IBS
We also noted a higher RSFC between the amygdala and the sensorimotor regions (SMA, pre- and postcentral gyri). The SMA plays an important role in motor inhibition and response48 and the functional processing of painful stimuli.49 Pre- and postcentral gyri are important components of motor and sensory areas. These sensorimotor regions, which are core regions within the so-called pain network,40 are commonly observed with enhanced activations in IBS and other functional gastrointestinal disorders.50 Using resting-state functional MR imaging, Cifre et al39 reported increased connectivity between the primary motor cortex and SMA in patients with fibromyalgia, another chronic pain condition, and interpreted that as the result of the widespread central sensitization in patients. Thus, we speculated that the higher RSFC in this study may be related to the central pain amplification in patients with IBS.8
Psychosocial Effects on the Amygdala RSFC in IBS
In this study, anxiety and depression had no effect on amygdala RSFC differences between patients with IBS and healthy controls, contrary to our hypothesis that RSFC abnormalities in IBS could be partly explained by anxiety and depression symptoms. The negative finding may be due to the small number of patients with IBS with severe anxiety or depression symptoms that was included in this study and requires confirmation in a larger sample of patients with IBS.
Limitations
This study had some limitations. First, the study population was relatively small and consisted of Chinese patients with diarrhea-predominant IBS; thus, the results may not be generalizable to patients of other ethnicities or with other subtypes of IBS. Second, the exact neurophysiologic meaning of functional connectivity still remains unclear, and much work is needed before it can be used routinely in the clinical setting. Longitudinal studies are also needed to address whether the observed results are altered by IBS treatment. Third, sex differences in IBS51 were not considered due to the small number of female patients. Sex differences in brain responses to emotion-related stimuli52 and in the resting state53 have been observed in patients with IBS; thus, the potential role of sex in amygdala RSFC should be addressed in future studies. Fourth, although we used the whole amygdala as a seed region, previous research has shown that amygdala subregions have distinct functional networks,54 and future investigations should consider variations in RSFC pattern across these subregions.
Conclusions
Patients with IBS had abnormalities in amygdala RSFC in several corticolimbic regions, which could, in part, underlie the enhanced emotional arousal and visceral information processing associated with IBS.
Footnotes
R.Q., C.L., L.J.Z., and G.M.L. contributed equally to this work.
Disclosures: Long Jiang Zhang—RELATED: Grant: Natural Scientific Foundation of China; the Program for New Century Excellent Talents in the University,* Comments: grant Nos. 81322020, 81230032, and 81171313; the Program for New Century Excellent Talents in the University (NCET-12-0260). *Money paid to the institution.
This work was supported by the grants from the Natural Scientific Foundation of China (Nos. 81322020, 81230032, and 81171313 for L.J.Z. and 81301209 for R.Q.), the Program for New Century Excellent Talents in the University (NCET-12-0260 for L.J.Z.), and the Chinese Key Program (Nos. BWS11J063 and 10z026 for G.M.L.).
Indicates open access to non-subscribers at www.ajnr.org
References
- Received August 18, 2015.
- Accepted after revision November 16, 2015.
- © 2016 by American Journal of Neuroradiology
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