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Original Article
Dynamic DTI assessment of white matter evolution and its correlation with neurobehavioral function after hypoxic-ischemic brain injury in neonatal rats​
MIAO Chenxu  ZHAO Xin  LI Yue  GUO Chenxi  FU Yiwei  ZHOU Tian  YANG Jinze  QIN Chi  ZHANG Xiaoan 

DOI:10.12015/issn.1674-8034.2026.02.018.


[Abstract] Objective To longitudinally and dynamically assess the temporal patterns of white matter evolution after hypoxic-ischemic (HI) injury in neonatal rats using diffusion tensor imaging (DTI), and to explore its correlation with both short-term and long-term neurobehavioral outcomes.Materials and Methods A total of twenty-six 7-day-old Sprague-Dawley (SD) rats were randomly assigned to either a sham operation group (Sham) or a HI group, with 13 rats in each group. Among them, 10 rats in each group were used for subsequent long-term in vivo magnetic resonance imaging scanning and neurobehavioral assessments, while the remaining 3 rats were sacrificed 24 hours after HI for brain collection, to be used for Western blot (WB) and quantitative real-time polymerase chain reaction (qRT-PCR). The HI model was established using the modified Rice-Vannucci method. The Sham group underwent identical surgical procedures except for common carotid artery ligation and hypoxia. Post-modeling, body weight was monitored daily for 7 days, and brain infarction volume was assessed via T2-weighted imaging (T2WI) at 24 hours post-HI. DTI scans were performed on days 1, 3, and 7 post-HI, and fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured in the cerebral cortex, hippocampus, and corpus callosum. The expression levels of IL-1β and TNF-α were detected by WB and qRT-PCR. Neurobehavioral assessments were conducted from post-operative day 1 to day 30, with short-term evaluations including the negative geotaxis test and the 28-point neuroscore, and long-term evaluations comprising the rotarod test, open field test, Y-maze, and novel object recognition test.Results Compared to the Sham group, the HI group exhibited a reduced body weight gain rate within 7 days post-HI (P < 0.05), increased cerebral infarction volume at 24 hours post-HI, and up-regulated expression of the inflammatory factors IL-1β and TNF-α in brain tissue (P < 0.001). The HI group showed a progressive decrease in FA values and an increase in MD, AD, and RD values across the three brain regions starting from post-HI day 1. Behaviorally, the HI group demonstrated prolonged negative geotaxis latency, shortened rotarod fall latency, reduced percentage of time spent in the center of the open field, decreased discrimination index in the novel object recognition test, and lowered spontaneous alternation rate in the Y-maze (all P < 0.001). Regarding the regional differences in the association, FA values in the cerebral cortex were closely associated with motor function (e.g., positively correlated with rotarod performance, r = 0.82, P < 0.001), while hippocampal FA values were highly correlated with cognitive performance (e.g., positively correlated with Y-maze performance, r = 0.77, P < 0.001). In terms of temporal evolution, the correlation between white matter metrics and short-term behavioral performance strengthened from day 1 to day 7. DTI parameters on day 7 versus long-term behaviors indicated that FA values in multiple brain regions were positively correlated with rotarod performance, the 28-point neuroscore, open field activity, Y-maze performance, and novel object recognition, whereas MD, AD, and RD values showed negative correlations.Conclusions It was found that HI injury in neonatal rats induced progressive white matter damage accompanied by neuroinflammation, which was most severe on day 7, correlated closely with neurobehavioral deficits. Moreover, this association exhibited distinct region-dependent differences, characterized by motor deficits being primarily linked to white matter injury in the cerebral cortex, whereas cognitive impairments were more closely associated with hippocampal damage. Therefore, early DTI parameters hold promise as potential imaging biomarkers for assessing injury severity and predicting long-term neurological outcomes, providing a critical time window and theoretical foundation for early clinical intervention.
[Keywords] hypoxic-ischemic brain injury;neonatal rat;diffusion tensor imaging;magnetic resonance imaging;white matter injury;neurobehavior

MIAO Chenxu1, 2, 3   ZHAO Xin1, 2, 3   LI Yue1, 2, 3   GUO Chenxi1, 2, 3   FU Yiwei1, 2, 3   ZHOU Tian1, 2, 3   YANG Jinze1, 2, 3   QIN Chi1, 2, 3   ZHANG Xiaoan1, 2, 3*  

1 Department of Medical Imaging, the Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China

2 Henan International Joint Laboratory of Neuromedical Imaging, Zhengzhou 450052, China

3 Henan Provincial Key Laboratory of Pediatric Neuroimaging Medicine, Zhengzhou 450052, China

Corresponding author: ZHANG X A, E-mail: zxa@zzu.edu.cn

Conflicts of interest   None.

Received  2025-11-03
Accepted  2026-01-05
DOI: 10.12015/issn.1674-8034.2026.02.018
DOI:10.12015/issn.1674-8034.2026.02.018.

[1]
XIONG L L, XUE L L, DU R L, et al. Vi4-miR-185-5p-Igfbp3 network protects the brain from neonatal hypoxic ischemic injury via promoting neuron survival and suppressing the cell apoptosis[J/OL]. Front Cell Dev Biol, 2020, 8: 529544 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/33262982/. DOI: 10.3389/fcell.2020.529544.
[2]
PAWELEC P, SYPECKA J, ZALEWSKA T, et al. Analysis of givinostat/ITF2357 treatment in a rat model of neonatal hypoxic-ischemic brain damage[J/OL]. Int J Mol Sci, 2022, 23(15): 8287 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/35955430/. DOI: 10.3390/ijms23158287.
[3]
YANG D E, KUAN C Y. Anti-tissue plasminogen activator (tPA) as an effective therapy of neonatal hypoxia-ischemia with and without inflammation[J]. CNS Neurosci Ther, 2015, 21(4): 367-373. DOI: 10.1111/cns.12365.
[4]
YE L X, WANG X, CAI C C, et al. FGF21 promotes functional recovery after hypoxic-ischemic brain injury in neonatal rats by activating the PI3K/Akt signaling pathway via FGFR1/β-Klotho[J/OL]. Exp Neurol, 2019, 317: 34-50 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/30802446/. DOI: 10.1016/j.expneurol.2019.02.013.
[5]
JIANG L, CHENG L, CHEN H, et al. Histamine H2 receptor negatively regulates oligodendrocyte differentiation in neonatal hypoxic-ischemic white matter injury[J/OL]. J Exp Med, 2021, 218(1): e20191365 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/32991666/. DOI: 10.1084/jem.20191365.
[6]
SHAO R J, SUN D W, HU Y, et al. White matter injury in the neonatal hypoxic-ischemic brain and potential therapies targeting microglia[J]. J Neurosci Res, 2021, 99(4): 991-1008. DOI: 10.1002/jnr.24761.
[7]
FANG M C, YU Q Q, OU J H, et al. The neuroprotective mechanisms of PPAR-γ: inhibition of microglia-mediated neuroinflammation and oxidative stress in a neonatal mouse model of hypoxic-ischemic white matter injury[J/OL]. CNS Neurosci Ther, 2024, 30(11): e70081 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/39496476/. DOI: 10.1111/cns.70081.
[8]
FANG M C, LU L Y, LOU J, et al. FGF21 alleviates hypoxic-ischemic white matter injury in neonatal mice by mediating inflammation and oxidative stress through PPAR-γ signaling pathway[J]. Mol Neurobiol, 2025, 62(4): 4743-4768. DOI: 10.1007/s12035-024-04549-y.
[9]
DING B Q, LOU J, QIN T Q, et al. L-ascorbyl-2-phosphate alleviates white matter injury caused by chronic hypoxia through the PRMT5/P53/NF-κB pathway[J]. J Neurochem, 2024, 168(2): 142-160. DOI: 10.1111/jnc.16038.
[10]
WANG X X, YANG Y L, WU T, et al. Energy minimization segmentation model based on MRI images[J/OL]. Front Neurosci, 2023, 17: 1175451 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/37123357/. DOI: 10.3389/fnins.2023.1175451.
[11]
YU J N, KONG X, XIE D, et al. Multiparameter MRI-based radiomics nomogram for preoperative prediction of brain invasion in atypical meningioma: a multicentre study[J/OL]. BMC Med Imaging, 2024, 24(1): 134 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/38840054/. DOI: 10.1186/s12880-024-01294-5.
[12]
YU Z F, YANG X X, QIN F, et al. Effects of acupuncture synchronized rehabilitation therapy on upper limb motor and sensory function after stroke: a study protocol for a single-center, 2 × 2 designfactorial, randomized controlled trial[J/OL]. Front Neurol, 2023, 14: 1162168 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/37840941/. DOI: 10.3389/fneur.2023.1162168.
[13]
WANG M J, LIU Y S, HAN W, et al. White matter microstructural alterations and brain metabolism distributions in Parkinson's disease[J]. Brain Imag Behav, 2025, 19(4): 938-948. DOI: 10.1007/s11682-025-01023-8.
[14]
SUN W S, HUANG L L, CHENG Y, et al. Medial temporal atrophy contributes to cognitive impairment in cerebral small vessel disease[J/OL]. Front Neurol, 2022, 13: 858171 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/35665031/. DOI: 10.3389/fneur.2022.858171.
[15]
ZHOU L, ZHAO X, CHENG M Y, et al. Three-dimensional pseudo-continuous arterial spin labeling reveals cerebral perfusion abnormalities in children with global developmental delay[J]. Chin J Magn Reson Imaging, 2025, 16(5): 113-119. DOI: 10.12015/issn.1674-8034.2025.05.018.
[16]
QIN C, GUO C X, LI H X, et al. Preliminary feasibility study on DTI to assess the early brain injury in germinal matrix-intraventricular hemorrhage rats[J/OL]. Sci Rep, 2025, 15(1): 9839 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/40119165/. DOI: 10.1038/s41598-025-94934-x.
[17]
LIANG S X, ZHANG J Y, ZHANG Q Q, et al. Longitudinal tracing of white matter integrity on diffusion tensor imaging in the chronic cerebral ischemia and acute cerebral ischemia[J/OL]. Brain Res Bull, 2020, 154: 135-141 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/31715314/. DOI: 10.1016/j.brainresbull.2019.10.015.
[18]
BAO J, ZHANG X A, ZHAO X. MR imaging and outcome in neonatal HIBD models are correlated with sex: the value of diffusion tensor MR imaging and diffusion kurtosis MR imaging[J/OL]. Front Neurosci, 2023, 17: 1234049 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/37790588/. DOI: 10.3389/fnins.2023.1234049.
[19]
ENCARNACION A, HORIE N, KEREN-GILL H, et al. Long-term behavioral assessment of function in an experimental model for ischemic stroke[J]. J Neurosci Methods, 2011, 196(2): 247-257. DOI: 10.1016/j.jneumeth.2011.01.010.
[20]
DING J Y, SUN B F, GAO Y, et al. APOE4 exacerbates cerebral tau pathology through cholesterol-induced degradation of phosphatase in atherosclerosis[J/OL]. CNS Neurosci Ther, 2025, 31(8): e70536 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/40739848/. DOI: 10.1111/cns.70536.
[21]
ZHANG X Y, GAO R, ZHANG C T, et al. Extracellular RNAs-TLR3 signaling contributes to cognitive impairment after chronic neuropathic pain in mice[J/OL]. Signal Transduct Target Ther, 2023, 8(1): 292 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/37544956/. DOI: 10.1038/s41392-023-01543-z.
[22]
YANG Y P, LI Y, YANG W Y, et al. Protecting effects of 4-octyl itaconate on neonatal hypoxic-ischemic encephalopathy via Nrf2 pathway in astrocytes[J/OL]. J Neuroinflammation, 2024, 21(1): 132 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/38760862/. DOI: 10.1186/s12974-024-03121-8.
[23]
BURKHART A, HELGUDÓTTIR S S, MAHAMED Y A, et al. Activation of glial cells induces proinflammatory properties in brain capillary endothelial cells in vitro[J/OL]. Sci Rep, 2024, 14(1): 26580 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/39496829/. DOI: 10.1038/s41598-024-78204-w.
[24]
NUCIFORA P G P, VERMA R, LEE S K, et al. Diffusion-tensor MR imaging and tractography: exploring brain microstructure and connectivity[J]. Radiology, 2007, 245(2): 367-384. DOI: 10.1148/radiol.2452060445.
[25]
LIU N, FENG L, CHAI S W, et al. A diffusion tensor imaging-based multidimensional study of brain structural changes after long-term high-altitude exposure and their relationships with cognitive function[J/OL]. Front Physiol, 2024, 15: 1487953 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/39605859/. DOI: 10.3389/fphys.2024.1487953.
[26]
HUANG H Y, ZHANG Y, CHENG J L, et al. Evaluating the changes of white matter microstructures in tobacco addicts based on diffusion tensor imaging[J/OL]. Med Sci Monit, 2020, 26 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/31899914/. DOI: 10.12659/msm.919105.
[27]
ZHANG X X, ZHAO X, SHEN Y Y, et al. Diffusion kurtosis imaging reveals microstructural abnormalities in cerebral white matter fiber tracts in children with global developmental delay[J]. Chin J Magn Reson Imaging, 2024, 15(6): 19-23, 30. DOI: 10.12015/issn.1674-8034.2024.06.002.
[28]
YANG L, YU X F, ZHANG Y J, et al. Caffeine treatment started before injury reduces hypoxic-ischemic white-matter damage in neonatal rats by regulating phenotypic microglia polarization[J]. Pediatr Res, 2022, 92(6): 1543-1554. DOI: 10.1038/s41390-021-01924-6.
[29]
SUN Y X, ZHANG W W, MEN L, et al. Oligodendrocyte precursor cell-specific blocking of low-glucose-induced activation of AMPK ensures myelination and remyelination[J]. Nat Metab, 2025, 7(11): 2324-2345. DOI: 10.1038/s42255-025-01386-8.
[30]
XIE D, SHEN F C, HE S R, et al. IL-1β induces hypomyelination in the periventricular white matter through inhibition of oligodendrocyte progenitor cell maturation via FYN/MEK/ERK signaling pathway in septic neonatal rats[J]. Glia, 2016, 64(4): 583-602. DOI: 10.1002/glia.22950.
[31]
CHAI Z, MA T, LI Y H, et al. Inhibition of inflammatory factor TNF-α by ferrostatin-1 in microglia regulates necroptosis of oligodendrocyte precursor cells[J]. Neuroreport, 2023, 34(11): 583-591. DOI: 10.1097/WNR.0000000000001928.
[32]
GAO X, BAYRAKTUTAN U. TNF-α evokes blood-brain barrier dysfunction through activation of Rho-kinase and neurokinin 1 receptor[J/OL]. Immunobiology, 2023, 228(5): 152706 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/37454559/. DOI: 10.1016/j.imbio.2023.152706.
[33]
CHEN A Q, FANG Z, CHEN X L, et al. Microglia-derived TNF-α mediates endothelial necroptosis aggravating blood brain-barrier disruption after ischemic stroke[J/OL]. Cell Death Dis, 2019, 10(7): 487 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/31221990/. DOI: 10.1038/s41419-019-1716-9.
[34]
SEKHON M S, STUKAS S, HIRSCH-REINSHAGEN V, et al. Neuroinflammation and the immune system in hypoxic ischaemic brain injury pathophysiology after cardiac arrest[J]. J Physiol, 2024, 602(21): 5731-5744. DOI: 10.1113/JP284588.
[35]
VANNUCCI S J, BACK S A. The vannucci model of hypoxic-ischemic injury in the neonatal rodent: 40 years later[J]. Dev Neurosci, 2022, 44(4/5): 186-193. DOI: 10.1159/000523990.
[36]
ALEXANDER M, GARBUS H, SMITH A L, et al. Behavioral and histological outcomes following neonatal HI injury in a preterm (P3) and term (P7) rodent model[J/OL]. Behav Brain Res, 2014, 259: 85-96 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/24185032/. DOI: 10.1016/j.bbr.2013.10.038.
[37]
WU Y M, ZHANG Y J, YU Y, et al. Small intestinal γδ T17 cells promote SAE through STING/C1q-induced microglial synaptic pruning in male mice[J/OL]. Nat Commun, 2025, 16(1): 6779 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/40702081/. DOI: 10.1038/s41467-025-62181-3.
[38]
MARTÍN MOLINA I SAN, SALO R A, ABDOLLAHZADEH A, et al. In vivo diffusion tensor imaging in acute and subacute phases of mild traumatic brain injury in rats[J/OL]. eNeuro, 2020, 7(3): ENEURO.0476-ENEURO.0419.2020 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/32424056/. DOI: 10.1523/ENEURO.0476-19.2020.
[39]
PALACIOS E M, OWEN J P, YUH E L, et al. The evolution of white matter microstructural changes after mild traumatic brain injury: a longitudinal DTI and NODDI study[J/OL]. Sci Adv, 2020, 6(32): eaaz6892 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/32821816/. DOI: 10.1126/sciadv.aaz6892.
[40]
HÜPPI P S, DUBOIS J. Diffusion tensor imaging of brain development[J]. Semin Fetal Neonatal Med, 2006, 11(6): 489-497. DOI: 10.1016/j.siny.2006.07.006.
[41]
SHANMUGANATHAN K, GULLAPALLI R P, MIRVIS S E, et al. Whole-brain apparent diffusion coefficient in traumatic brain injury: correlation with Glasgow Coma Scale score[J]. AJNR Am J Neuroradiol, 2004, 25(4): 539-544.
[42]
KELEMEN H, BALLA G Y, DEMETER K, et al. Inflammatory mechanisms contribute to long-term cognitive deficits induced by perinatal asphyxia via interleukin-1[J]. Neuropsychopharmacology, 2026, 51(2): 440-454. DOI: 10.1038/s41386-025-02227-8.
[43]
DONG Q L, LIU J, ZENG L L, et al. State-independent microstructural white matter abnormalities in major depressive disorder[J/OL]. Front Psychiatry, 2020, 11: 431 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/32477196/. DOI: 10.3389/fpsyt.2020.00431.
[44]
ZHOU Q J, QIN J W, LIANG Y Y, et al. Celsr3 is required for Purkinje cell maturation and regulates cerebellar postsynaptic plasticity[J/OL]. iScience, 2021, 24(7): 102812 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/34308297/. DOI: 10.1016/j.isci.2021.102812.
[45]
HANNAN M, JEAMJITVIBOOL T, LUO Q F, et al. The relationship between sleep and brain function in older adults with chronic kidney disease and self-identified cognitive impairment[J]. J Gerontol Nurs, 2023, 49(7): 31-39. DOI: 10.3928/00989134-20230616-01.
[46]
SUN P, HE Z B, CHU E W, et al. White matter fractional anisotropy decreases precede hyperintensities in Alzheimer's disease[J/OL]. Cell Rep Med, 2025, 6(6): 102138 [2025-11-02]. https://pubmed.ncbi.nlm.nih.gov/40398415/. DOI: 10.1016/j.xcrm.2025.102138.
[47]
SINGHAL G, MORGAN J, JAWAHAR M C, et al. Short-term environmental enrichment, and not physical exercise, alleviate cognitive decline and anxiety from middle age onwards without affecting hippocampal gene expression[J]. Cogn Affect Behav Neurosci, 2019, 19(5): 1143-1169. DOI: 10.3758/s13415-019-00743-x.

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