Hui-Fen Chen1, Bruno Pradier1,2, Hammad Bhatti1, Hsin-Yi Chao1, Nina Nagelmann1, Martin Sandbrink1, Mirjam Augustin2, Daniel Segelcke2, Esther Pogatzki-Zahn2, and Cornelius Faber1
1Clinic of Radiology, University of Münster, Münster, Germany, 2Department of Anesthesiology Intensive Care, Pain Medicine of the University Hospital Münster, Münster, Germany
Synopsis
Keywords: Task/Intervention Based fMRI, fMRI (task based), functional connectivity, acute post-surgical pain, sex difference, mechanosensation, dimensionality reduction, principal component analysis
Motivation: Acute postsurgical pain remains difficult to treat and may result in complications including chronic pain and increased use of opioids if insufficiently controlled.
Goal(s): A better understanding of the mechanisms inducing and maintaining these pain states is critical in both sexes.
Approach: Longitudinal task fMRI was performed with two different mechanical stimulations in male and female mice following acute incision pain (INC) compared to sham-treated animals.
Results: Our mixed-method analysis approach identifies INC-regulated brain regions and highlights divergent mechanical pain processing in mice of both sexes.
Impact: Our mixed-method
analysis approach integrating the general linear model analysis combined with principal
component analysis and analysis of functional connectivity provides deep insights
into CNS plasticity during incision-induced pain and provides detailed information
on relevant brain regions and interaction patterns.
Introduction
Acute pain after
surgery is still challenging to treat and inadequate control poses a potential risk
factor for complications including chronic postsurgical pain and increased use
of opioids. Another risk factor for severe pain and chronification after
surgery is sex. Therefore, a comprehensive understanding of the sex-specific,
cerebral processing of evoked pain after surgery is necessary. Here, we
performed task fMRI using two different mechanical stimulation modalities, von Frey (vF) and
pinprick (pp), in male and female mice. Measurements
were performed in a model of acute post-operative pain1 (incision, INC) and in sham-treated
animals (SHAM). Methods
8 to 10-week-old C57BL/6J male and female mice were
scanned using a Cryoprobe in a 9.4T MRI scanner as baseline (BL) (Fig. 1). The
experiment including two task and one resting-state fMRI measurements was
performed using a single-shot gradient EPI sequence (TR/TE 1000/18ms, 18
slices, thickness 0.5 mm, matrix 76x66, resolution 200x200μm2). Mice were
anesthetized with mixed isoflurane (0.2%) and medetomidine2. After calibration (20g), noxious (pinprick,
pp) and innocuous (von Frey filaments, vF) stimulations were applied using a MR-compatible
rotating stimulator on the right hind paw3. Stimulation design was a block paradigm with
20 repetitions of 10s ON / 20s OFF and a stimulation frequency of 1Hz (Fig.1). One
day after INC or SHAM procedure (D1) on the right hind paw1, the fMRI experiment was performed again. After
preprocessing and general linear model (GLM) analysis with mouse HRF3 using SPM12 and group registration using MagnAn,
the BOLD map of individual fMRI data was extracted as a binary file. For determination
of functional connectivity (FC)2, the multi-seed region approach (MSRA) was used
to acquire averaged correlation matrices followed by calculation of the
variance for each functional connection. For statistical evaluation of the
short-term modulation of connectivity between different conditions, the
network-based statistics (NBS) which is implemented in MagnAn was used with
1000 permutations and pFWE = 0.05.Results
In
response to mechanical stimulation with pp and vF, we detected reliable BOLD
activation in the S1 hind limb (S1HL) and motor (M1) cortex across all groups (Fig. 2). Consistent with our previous report3, we observed significantly higher
numbers of activated voxels in female than in male mice (3-way ANOVA, p<0.05,
Fig. 3, top). Following surgery, we found an overall effect of pain model (p<0.001)
and sex, with both stimulations separately (p<0.001, Fig. 3 middle). To identify
brain regions that showed changes in activation following INC or SHAM procedure
(i.e. at D1), we subtracted the mean of each group at BL from the D1 dataset.
After excluding regions with differences in less than 4 voxels, 128 brain
regions were identified (Fig. 3, bottom). We performed dimensionality reduction
using principle component analysis (PCA), starting with regions that showed a
mean difference larger 1 standard deviation between any two groups (Fig. 4). With
the exception of the male pp group, we found significant differences between
INC and SHAM and between male or female groups, based on only 4-10 brain regions.
Among these, the most pronounced differences resulting from INC were observed
in subdivisions of the hypothalamus (Ht), caudate putamen (CPu) and the rhinal
cortex. On the other hand, Ht, CPu, insular and S1 discriminated best between
sexes, for animals that had received INC. Next, we analyzed the FC
to identify interaction patterns among activated brain regions, and between activated
and non-activated regions (Fig. 5). Using the NBS, we found
significantly altered whole brain networks between INC and SHAM groups in
females following pp, and in males following vF. In females, INC resulted in
reorganization of the thalamus, hippocampus and regions integrating sensory
inputs. In contrast, INC in males resulted in network modulation of the CPu, amygdala
and sensorimotor regions. Conclusion
The combination of GLM and PCA analyses provides complementary
results and deep insights into CNS plasticity during incision-induced pain. Following
mechanical stimulation, the hind paw incision modulated the descending pain
modulatory system, stress response and affective-motivational state in both males
and females. While whole-body sensory integration and emotional/sensory
processing was increased in males compared to females at D1. Together, these
data highlight dynamic neurophysiological adaptations specific to mechanical
hypersensitivity during acute post-surgical pain and shed light on the divergent
processing of mechanical pain in males and females. Future analyses will further
delineate the role of target regions in the brain network. Acknowledgements
No acknowledgement found.References
1. Segelcke, D. et al. Tmem160
contributes to the establishment of discrete nerve injury-induced pain
behaviors in male mice. Cell Rep. 37, (2021).
2. Pradier, B. et al. Combined
resting state-fMRI and calcium recordings show stable brain states for
task-induced fMRI in mice under combined ISO/MED anesthesia. Neuroimage 245,
118626 (2021).
3. Chen, H. et al. Generation of
a whole-brain hemodynamic response function and sex-specific differences in
cerebral processing of mechano-sensation in mice detected by BOLD fMRI. 1–14
(2023) doi:10.3389/fnins.2023.1187328.