Generation of a whole-brain hemodynamic response function and sex-specific differences in cerebral processing of mechano-sensation in mice detected by BOLD fMRI.
Blood-oxygenation-level-dependent (BOLD)
hemodynamic response function (HRF)
mechanical stimulation
mouse fMRI
sex differences
Journal
Frontiers in neuroscience
ISSN: 1662-4548
Titre abrégé: Front Neurosci
Pays: Switzerland
ID NLM: 101478481
Informations de publication
Date de publication:
2023
2023
Historique:
received:
15
03
2023
accepted:
05
07
2023
medline:
13
9
2023
pubmed:
13
9
2023
entrez:
13
9
2023
Statut:
epublish
Résumé
BOLD fMRI has become a prevalent method to study cerebral sensory processing in rodent disease models, including pain and mechanical hypersensitivity. fMRI data analysis is frequently combined with a general-linear-model (GLM) -based analysis, which uses the convolution of a hemodynamic response function (HRF) with the stimulus paradigm. However, several studies indicated that the HRF differs across species, sexes, brain structures, and experimental factors, including stimulation modalities or anesthesia, and hence might strongly affect the outcome of BOLD analyzes. While considerable work has been done in humans and rats to understand the HRF, much less is known in mice. As a prerequisite to investigate mechano-sensory processing and BOLD fMRI data in male and female mice, we (1) designed a rotating stimulator that allows application of two different mechanical modalities, including innocuous von Frey and noxious pinprick stimuli and (2) determined and statistically compared HRFs across 30 brain structures and experimental conditions, including sex and, stimulus modalities. We found that mechanical stimulation lead to brain-wide BOLD signal changes thereby allowing extraction of HRFs from multiple brain structures. However, we did not find differences in HRFs across all brain structures and experimental conditions. Hence, we computed a whole-brain mouse HRF, which is based on 88 functional scans from 30 mice. A comparison of this mouse-specific HRF with our previously reported rat-derived HRF showed significantly slower kinetics in mice. Finally, we detected pronounced differences in cerebral BOLD activation between male and female mice with mechanical stimulation, thereby exposing divergent processing of noxious and innocuous stimuli in both sexes.
Identifiants
pubmed: 37700753
doi: 10.3389/fnins.2023.1187328
pmc: PMC10493293
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1187328Informations de copyright
Copyright © 2023 Chen, Lambers, Nagelmann, Sandbrink, Segelcke, Pogatzki-Zahn, Faber and Pradier.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Eur J Pharmacol. 2022 Apr 5;920:174855
pubmed: 35227682
Pain. 2010 Aug;150(2):309-318
pubmed: 20557999
Psychiatry Res. 2000 Dec 22;100(3):129-38
pubmed: 11120440
Neuroimage. 2018 Aug 15;177:30-44
pubmed: 29730495
Neurosci Res. 2009 Feb;63(2):89-94
pubmed: 19056435
Genes Brain Behav. 2007 Mar;6(2):192-200
pubmed: 16827921
Neurosci Biobehav Rev. 2020 Jun;113:238-261
pubmed: 32147529
Pain. 2009 Sep;145(1-2):120-128
pubmed: 19560270
Proc Natl Acad Sci U S A. 2021 Mar 16;118(11):
pubmed: 33836602
Eur J Pain. 2022 Oct;26(9):1938-1949
pubmed: 35856832
Cereb Cortex. 2022 Oct 8;32(20):4492-4501
pubmed: 35107125
Am J Psychiatry. 1998 Mar;155(3):434-6
pubmed: 9501761
Neuroimage. 2020 Jun;213:116725
pubmed: 32173412
Pharmacol Biochem Behav. 1992 Jan;41(1):153-8
pubmed: 1539065
Nat Commun. 2019 Mar 7;10(1):1110
pubmed: 30846689
Nat Methods. 2014 Jan;11(1):55-8
pubmed: 24240320
Nat Protoc. 2018 May;13(5):840-855
pubmed: 29599439
Eur J Pharmacol. 1990 Apr 25;179(3):323-8
pubmed: 1973106
Front Neurosci. 2022 Mar 08;16:816331
pubmed: 35350561
Neuroimage. 2021 Feb 1;226:117542
pubmed: 33186719
Nat Rev Neurosci. 2020 Jul;21(7):353-365
pubmed: 32440016
Neuroimage. 2016 Feb 15;127:110-122
pubmed: 26631818
Neuroimage. 2018 Jan 1;164:144-154
pubmed: 28012967
Magn Reson Med. 1998 Jan;39(1):41-52
pubmed: 9438436
Anesthesiology. 2003 Jun;98(6):1480-3
pubmed: 12766661
Nat Commun. 2018 Apr 24;9(1):1640
pubmed: 29691410
Nature. 1957 Dec 21;180(4599):1436
pubmed: 13493564
Neuroimage. 2014 Jul 1;94:372-384
pubmed: 24495809
Prog Neurobiol. 2000 Jun;61(2):169-203
pubmed: 10704997
Pain. 2012 Feb;153(2):444-454
pubmed: 22154332
Behav Brain Res. 2018 Sep 3;349:91-97
pubmed: 29733874
J Pharmacol Exp Ther. 1994 Dec;271(3):1306-13
pubmed: 7996439
J Appl Physiol (1985). 2022 Aug 1;133(2):335-348
pubmed: 35771218
Sci Rep. 2016 Jan 29;6:17230
pubmed: 26821826
Acta Physiol Pharmacol Neerl. 1955 Nov;4(3):442-4
pubmed: 13301816
Neuroimage. 2008 Feb 15;39(4):1867-76
pubmed: 18069004
Cereb Cortex. 2013 Jan;23(1):210-22
pubmed: 22298731
Neuroimage. 2008 Jun;41(2):525-34
pubmed: 18406628
Neural Plast. 2016;2016:6846721
pubmed: 27034849
PLoS One. 2015 May 07;10(5):e0126513
pubmed: 25950440
Commun Biol. 2021 Jun 14;4(1):732
pubmed: 34127787
Neuroimage. 2012 Feb 1;59(3):1997-2006
pubmed: 21982928
Biol Psychiatry Cogn Neurosci Neuroimaging. 2019 Jun;4(6):533-542
pubmed: 30691968
Neuroimage. 2015 Aug 1;116:40-9
pubmed: 25979665
Sci Rep. 2015 Jul 28;5:12621
pubmed: 26218081
Pain. 2005 Sep;117(1-2):1-5
pubmed: 16098670
Neuroimage. 2019 Jul 15;195:203-214
pubmed: 30946950
Neuron. 2017 Jan 4;93(1):179-193
pubmed: 27989460
Hum Brain Mapp. 2001 Sep;14(1):28-38
pubmed: 11500988
Neuroimage. 2021 Jan 15;225:117446
pubmed: 33069861
J Cereb Blood Flow Metab. 2020 Mar;40(3):656-666
pubmed: 30841780
Cell Rep. 2021 Nov 2;37(5):109954
pubmed: 34731612
Mol Pain. 2016 Apr 11;12:
pubmed: 27068285
Neuroimage. 2018 Jan 15;165:265-277
pubmed: 29050909
J Cereb Blood Flow Metab. 2011 Jan;31(1):166-77
pubmed: 20485295
J Endocrinol. 1956 Jul;13(4):399-404
pubmed: 13345955
Neuroimage. 2020 Mar;208:116446
pubmed: 31846759
Neuroimage. 2016 Oct 1;139:337-345
pubmed: 27296012
Int J Biomed Imaging. 2011;2011:627947
pubmed: 22046176
Neuroimage. 2019 Jul 15;195:89-103
pubmed: 30930308
Front Pharmacol. 2015 Oct 21;6:231
pubmed: 26539115
Cancers (Basel). 2023 Mar 02;15(5):
pubmed: 36900357
Respir Physiol Neurobiol. 2006 Aug;153(1):78-91
pubmed: 16338177
Theranostics. 2017 Mar 6;7(5):1277-1289
pubmed: 28435465
Science. 1968 Aug 9;161(3841):584-5
pubmed: 5690897
Cereb Cortex. 2021 Jul 29;31(9):4053-4067
pubmed: 33895810
IEEE Trans Biomed Eng. 2020 May;67(5):1349-1356
pubmed: 31442964
Pain. 2010 Dec;151(3):655-663
pubmed: 20851520
Br J Anaesth. 1998 Aug;81(2):208-15
pubmed: 9813525
Learn Mem. 2010 May 05;17(5):267-78
pubmed: 20445082
Neuroimage. 2021 Dec 15;245:118626
pubmed: 34637903
PLoS One. 2020 May 21;15(5):e0228759
pubmed: 32437449
Neuroimage. 2010 Jun;51(2):704-12
pubmed: 20211267
Front Mol Neurosci. 2017 Sep 06;10:284
pubmed: 28932184
Semin Neurol. 2017 Dec;37(6):679-688
pubmed: 29270941
Am J Physiol Heart Circ Physiol. 2020 May 1;318(5):H1219-H1232
pubmed: 32216612
Sci Rep. 2021 Jun 23;11(1):13110
pubmed: 34162952
Cell Rep. 2021 Dec 21;37(12):110152
pubmed: 34936870
J Neurosci. 2011 Oct 19;31(42):15086-91
pubmed: 22016542
Front Cell Neurosci. 2021 Jun 30;15:696540
pubmed: 34276312
Anesthesiology. 1995 Apr;82(4):954-62
pubmed: 7717568
Neuroimage. 2020 Jan 1;204:116242
pubmed: 31586674
Psychoneuroendocrinology. 2017 Jul;81:52-62
pubmed: 28412582
Magn Reson Med. 2004 Aug;52(2):430-4
pubmed: 15282829
Eur J Neurosci. 2021 Jan;53(2):571-587
pubmed: 32852090
Cell. 2010 Nov 12;143(4):628-38
pubmed: 21074052
Neurosci Biobehav Rev. 2014 Mar;40:1-5
pubmed: 24456941