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Research ArticleResearch Article: New Research, Disorders of the Nervous System

Mapping Sex-Specific Neurodevelopmental Alterations in Neurite Density and Morphology in a Rat Genetic Model of Psychiatric Illness

Brian R. Barnett, Sue Y. Yi, McKenzie J. Poetzel, Keith Dodd, Nicholas A. Stowe and John-Paul J. Yu
eNeuro 13 January 2021, 8 (2) ENEURO.0426-20.2020; https://doi.org/10.1523/ENEURO.0426-20.2020
Brian R. Barnett
1Neuroscience Training Program, Wisconsin Institutes for Medical Research, University of Wisconsin–Madison, Madison, WI 53705
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Sue Y. Yi
1Neuroscience Training Program, Wisconsin Institutes for Medical Research, University of Wisconsin–Madison, Madison, WI 53705
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McKenzie J. Poetzel
2Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705
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Keith Dodd
2Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705
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Nicholas A. Stowe
2Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705
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John-Paul J. Yu
1Neuroscience Training Program, Wisconsin Institutes for Medical Research, University of Wisconsin–Madison, Madison, WI 53705
2Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705
3Department of Biomedical Engineering, College of Engineering, University of Wisconsin–Madison, Madison, WI 53706
4Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705
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    Figure 1.

    Disc1 svΔ2 engenders significant sex-specific global alterations in orientation dispersion in males. Disc1 svΔ2 in P120–P150 male rats demonstrate deficits in white matter microstructural integrity and contributes to global alterations in neurite density and orientation. A, Voxel-wise tract-based spatial statistics significant areas of decreased FA in male Disc1 svΔ2 rats (n = 6) compared with matched controls (n = 6; voxels in yellow). Representative coronal, axial, and sagittal sections reveal significant regions of decreased FA mainly in the right hippocampus, central hypothalamus, and right external capsule. B, Disc1 svΔ2 male rats demonstrated significant areas of decreased NDI compared with matched controls (voxels in blue). Representative coronal, axial, and sagittal sections reveal significant regions of decreased NDI predominantly in right substantia nigra. C, Disc1 svΔ2 male rats demonstrated significant areas of decreased ODI compared with matched controls (voxels in pink). Representative coronal, axial, and sagittal sections reveal significant regions of decreased ODI in the left hippocampus, bilateral thalamus, hypothalamus, and substantia nigra.

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    Figure 2.

    Disc1 svΔ2 engenders significant sex-specific global alterations in neurite density and orientation in females. Disc1 svΔ2 in P120–P150 female rats demonstrate significant increases in neurite density and orientation dispersion compared with matched controls. A, Voxel-wise TBSS reveal no areas of significant difference in female Disc1 svΔ2 rats (n = 6) compared with female controls (n = 6). B, Disc1 svΔ2 female rats demonstrated significant areas of increased NDI compared with female controls (voxels in blue). Representative coronal, axial, and sagittal sections show significant regions of increased NDI in neocortex, external capsule, corpus callosum, basal forebrain, thalamus, and hypothalamus. C, Disc1 svΔ2 female rats demonstrated significant increases in ODI compared with female controls (voxels in pink). Representative coronal, axial, and sagittal sections show significant regions of increased ODI in neocortex, external capsule, internal capsule, corpus callosum, basal forebrain, thalamus, and hypothalamus.

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    Figure 3.

    Disc1 svΔ2 behavioral endophenotypes reinforce patterns of sex-specific alteration in neural microstructure. A, Mean duration in open arms of the elevated-plus maze (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant effect of genotype (F(1,39) = 8.081, p = 0.007). Mean duration was significantly shorter in Disc1 svΔ2 males versus wild-type males (p = 0.007), denoted by *. Mean duration was significantly shorter in Disc1 svΔ2 males versus Disc1 svΔ2 females (p = 0.032), denoted by #. B, Mean frequency in open arms of the elevated-plus maze (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant effect of genotype (F(1,39) = 5.476, p = 0.025). Mean frequency was significantly lower in Disc1 svΔ2 males versus wild-type males (p = 0.008), denoted by *. Mean frequency was significantly lower in Disc1 svΔ2 males versus Disc1 svΔ2 females (p = 0.013), denoted by #. C, Mean alternation percentage in the y-maze (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant effect of sex (F(1,39) = 4.875, p = 0.033) and genotype × sex interaction (F(1,39) = 5.620, p = 0.023). Mean alternation percentage was significantly lower in Disc1 svΔ2 males versus wild-type males (p = 0.005), denoted by *. Mean alternation percentage was significantly lower in Disc1 svΔ2 males versus Disc1 svΔ2 females (p = 0.002), denoted by #. D, Mean open field velocity (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant effect of genotype (F(1,39) = 9.125, p = 0.004), sex (F(1,39) = 7.003, p = 0.012), and genotype × sex interaction (F(1,39) = 15.65, p < 0.001). Mean velocity was significantly higher in Disc1 svΔ2 males versus wild-type males (p < 0.001), denoted by *. E, Mean open field distance traveled (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant effect of genotype (F(1,39) = 9.134, p = 0.004), sex (F(1,39) = 7.000, p = 0.012), and genotype × sex interaction (F(1,39) = 15.71, p < 0.001). Mean distance traveled was significantly higher in Disc1 svΔ2 males versus wild-type males (p < 0.001), denoted by *. F, Mean open field time spent moving (±SEM) of wild-type male (n = 12), Disc1 svΔ2 male (n = 9), wild-type female (n = 12), and Disc1 svΔ2 female (n = 10) rats. There was a significant genotype × sex interaction (F(1,39) = 18.54, p < 0.001). Mean distance traveled was significantly higher in Disc1 svΔ2 males versus wild-type males (p < 0.001) and in Disc1 svΔ2 females versus wild-type females (p = 0.022), denoted by *.

Tables

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    Table 1

    Disc1 svΔ2 contributes to sex-specific significant changes in neural microstructure in salient regions implicated in psychiatric illness

    DTI
    measure
    HemiROIMean (±SEM)p valueMean (±SEM)p value
    Control maleDisc1 svΔ2 maleMaleControl femaleDisc1 svΔ2 femaleFemale
    FARightHC0.22696 (±0.00393)0.23499 (±0.00313)0.0710.22195 (±0.00161)0.22138 (±0.00475)0.456
      EC0.43209 (±0.00495)0.44551 (±0.00385)<0.05a0.41092 (±0.00825)0.41625 (±0.00615)0.308
      BG0.17118 (±0.00348)0.17224 (±0.00498)0.4330.16650 (±0.00405)0.16134 (±0.00511)0.224
      IC0.35172 (±0.00915)0.37733 (±0.00336)<0.05a0.34653 (±0.00520)0.35081 (±0.00597)0.300
      NC0.20396 (±0.00323)0.20222 (±0.00126)0.3140.19598 (±0.00312)0.18757 (±0.00216)<0.05a
      CC0.57858 (±0.01005)0.60223 (±0.00361)<0.05a0.55144 (±0.01868)0.55118 (±0.01252)0.496
     LeftHC0.22532 (±0.00451)0.23356 (±0.00281)0.0770.21396 (±0.00229)0.21364 (±0.00605)0.481
      EC0.41523 (±0.00582)0.42855 (±0.00279)<0.05a0.39655 (±0.00768)0.40232 (±0.00569)0.280
      BG0.18215 (±0.00368)0.187 (±0.00259)0.1540.17617 (±0.00279)0.16496 (±0.00326)<0.05a,b
      IC0.59219 (±0.00823)0.62837 (±0.00843)<0.01a,b0.62386 (±0.00768)0.62077 (±0.00764)0.391
      NC0.20278 (±0.00302)0.20187 (±0.00276)0.4140.19805 (±0.00229)0.18935 (±0.00219)<0.05a,b
      CC0.58245 (±0.01006)0.59938 (±0.00633)0.0930.54712 (±0.01647)0.55733 (±0.01176)0.312
    MDRightHC0.38200 (±0.00305)0.39350 (±0.00594)0.0580.41216 (±0.00286)0.39116 (±0.00724)<0.05a,b
     EC0.29550 (±0.00393)0.30550 (±0.00354)<0.05a0.32133 (±0.00423)0.30833 (±0.01012)0.132
     BG0.35850 (±0.00642)0.37150 (±0.01014)0.1520.37466 (±0.00419)0.36366 (±0.00762)0.117
     IC0.31833 (±0.00514)0.33150 (±0.00744)0.0880.34983 (±0.0029)0.32733 (±0.0116)<0.05a
     NC0.37100 (±0.00251)0.37683 (±0.00582)0.1900.40100 (±0.00382)0.36583 (±0.00438)<0.01a,b
     CC0.23950 (±0.00255)0.25233 (±0.00352)<0.01a,b0.26116 (±0.00423)0.26500 (±0.01066)0.373
     LeftHC0.38316 (±0.00396)0.39716 (±0.00683)0.0530.41300 (±0.00263)0.38983 (±0.00517)<0.01a,b
      EC0.29833 (±0.00358)0.30800 (±0.00508)0.0760.33433 (±0.00276)0.31033 (±0.00486)<0.001a,b
     BG0.36000 (±0.00543)0.37216 (±0.01100)0.1720.38200 (±0.00372)0.36433 (±0.00624)<0.05a
     IC0.25366 (±0.00140)0.27850 (±0.00407)<0.01a,b0.27733 (±0.00322)0.27216 (±0.00855)0.292
     NC0.37333 (±0.0016)0.38183 (±0.00611)0.1040.40150 (±0.00350)0.36900 (±0.00405)<0.001a,b
      CC0.23933 (±0.00374)0.23950 (±0.00313)0.4870.25433 (±0.00422)0.25333 (±0.0093)0.462
    NDIRightHC0.28863 (±0.00618)0.26707 (±0.00871)<0.05a0.24767 (±0.00455)0.28407 (±0.00956)<0.01a,b
     EC0.45984 (±0.00571)0.45174 (±0.00608)0.1770.42192 (±0.00873)0.46351 (±0.00943)<0.01a,b
     BG0.31123 (±0.01085)0.29408 (±0.01434)0.1810.29221 (±0.00516)0.31111 (±0.00865)<0.05a
     IC0.40446 (±0.01286)0.4146 (±0.01761)0.3260.38355 (±0.00917)0.41161 (±0.01145)<0.05a
     NC0.30812 (±0.00400)0.30277 (±0.00925)0.3030.26590 (±0.00731)0.32010 (±0.00613)<0.001a,b
     CC0.55335 (±0.00622)0.54253 (±0.00564)0.1140.51977 (±0.00761)0.53613 (±0.00934)0.102
     LeftHC0.28052 (±0.00733)0.26581 (±0.00928)0.0880.24657 (±0.00283)0.28127 (±0.00719)<0.001a,b
      EC0.46140 (±0.00636)0.45002 (±0.00541)0.1020.40485 (±0.00641)0.44984 (±0.00804)<0.001a,b
     BG0.31546 (±0.00837)0.29646 (±0.01709)0.1710.28374 (±0.00405)0.30895 (±0.00511)<0.001a,b
     IC0.56072 (±0.00828)0.57002 (±0.01176)0.2660.59342 (±0.00829)0.57928 (±0.01304)0.191
     NC0.31333 (±0.00497)0.30039 (±0.00861)0.1110.27232 (±0.00650)0.31719 (±0.00547)<0.001a,b
      CC0.56460 (±0.00551)0.55457 (±0.00409)0.0870.52610 (±0.00581)0.55257 (±0.01351)0.051
    ODIRightHC0.22756 (±0.00696)0.19927 (±0.00745)<0.01a0.18556 (±0.00531)0.22146 (±0.00522)<0.001a,b
     EC0.16645 (±0.00415)0.15200 (±0.00203)<0.01a,b0.14986 (±0.00438)0.16932 (±0.00527)<0.01a,b
     BG0.32012 (±0.01118)0.30247 (±0.01745)0.2070.30554 (±0.01219)0.33371 (±0.01499)0.088
     IC0.20721 (±0.01170)0.18788 (±0.00966)0.1160.17752 (±0.00949)0.20551 (±0.00673)<0.05a
     NC0.27603 (±0.00609)0.27409 (±0.00876)0.4300.23920 (±0.01224)0.30206 (±0.0077)<0.01a,b
     CC0.11298 (±0.00792)0.10064 (±0.00210)0.0820.11605 (±0.01085)0.11905 (±0.01174)0.427
     LeftHC0.22566 (±0.01036)0.19509 (±0.00768)<0.05a0.19621 (±0.00513)0.23155 (±0.00736)<0.01a,b
     EC0.17835 (±0.00486)0.16079 (±0.00440)<0.05a0.15204 (±0.00750)0.17760 (±0.00740)<0.05a
     BG0.30551 (±0.00904)0.28399 (±0.01504)0.1240.28359 (±0.00900)0.32845 (±0.01229)<0.01a,b
     IC0.10624 (±0.00241)0.08015 (±0.00521)<0.001a,b0.07701 (±0.00452)0.08432 (±0.00457)0.141
     NC0.28466 (±0.00530)0.27898 (±0.01100)0.3260.24563 (±0.01062)0.30203 (±0.00728)<0.001a,b
      CC0.12171 (±0.00843)0.11224 (±0.00687)0.2020.12680 (±0.01136)0.12966 (±0.00821)0.421
    • All values are mean ± SEM. Units of measure for FA, MD, NDI, and ODI are 103 mm2/s. ROIs correspond to ROIs derived from the P72 UNC Atlas. Diffusion measure abbreviations: Hemi = hemisphere; FA = fractional anisotropy; MD = mean diffusivity, NDI = neurite density index; ODI = orientation dispersion index. ROI abbreviations: HC = hippocampus; EC = external capsule; BG = basal ganglia; IC = internal capsule; NC = neocortex; CC = corpus callosum. For all sample groups, n = 6.

    • ↵a Statistically significant.

    • b Statistically significant after controlling the FDR with the Benjamini–Hochberg procedure (FDR = 0.05).

    • View popup
    Table 2

    Intersex comparison of Disc1 svΔ2 neural microstructure

    DTI measureHemiROIMean (±SEM)p value
    Disc1 svΔ2 femaleDisc1 svΔ2 male
    FARightHC0.22138 (±0.00475)0.23499 (±0.00313)<0.05a,b
      EC0.41625 (±0.00615)0.44551 (±0.00385)<0.01a,b
      BG0.16134 (±0.00511)0.17224 (±0.00498)0.079
      IC0.35081 (±0.00597)0.37733 (±0.00336)<0.01a,b
      NC0.18757 (±0.00216)0.20222 (±0.00126)<0.01a,b
      CC0.55118 (±0.01252)0.60223 (±0.00361)<0.01a,b
     LeftHC0.21364 (±0.00605)0.23356 (±0.00281)<0.01a,b
      EC0.40232 (±0.00569)0.42855 (±0.00279)<0.01a,b
      BG0.16496 (±0.00326)0.18700 (±0.00259)<0.01a,b
      IC0.62077 (±0.00764)0.62837 (±0.00843)0.260
      NC0.18935 (±0.00219)0.20187 (±0.00276)<0.01a,b
      CC0.55733 (±0.01176)0.59938 (±0.00633)<0.01a,b
    MDRightHC0.39116 (±0.00724)0.39350 (±0.00594)0.404
     EC0.30833 (±0.01012)0.30550 (±0.00354)0.399
     BG0.36366 (±0.00762)0.37150 (±0.01014)0.275
     IC0.32733 (±0.0116)0.33150 (±0.00744)0.384
     NC0.36583 (±0.00438)0.37683 (±0.00582)0.081
     CC0.26500 (±0.01066)0.25233 (±0.00352)0.143
     LeftHC0.38983 (±0.00517)0.39716 (±0.00683)0.206
      EC0.31033 (±0.00486)0.30800 (±0.00508)0.374
     BG0.36433 (±0.00624)0.37216 (±0.01100)0.275
     IC0.27216 (±0.00855)0.27850 (±0.00407)0.259
     NC0.36900 (±0.00405)0.38183 (±0.00611)0.055
      CC0.25333 (±0.0093)0.23950 (±0.00313)0.095
    NDIRightHC0.28407 (±0.00956)0.26707 (±0.00871)0.109
     EC0.46351 (±0.00943)0.45174 (±0.00608)0.160
     BG0.31111 (±0.00865)0.29408 (±0.01434)0.167
     IC0.41161 (±0.01145)0.4146 (±0.01761)0.445
     NC0.32010 (±0.00613)0.30277 (±0.00925)0.075
     CC0.53613 (±0.00934)0.54253 (±0.00564)0.285
     LeftHC0.28127 (±0.00719)0.26581 (±0.00928)0.109
      EC0.44984 (±0.00804)0.45002 (±0.00541)0.493
     BG0.30895 (±0.00511)0.29646 (±0.01709)0.250
     IC0.57928 (±0.01304)0.57002 (±0.01176)0.305
     NC0.31719 (±0.00547)0.30039 (±0.00861)0.065
      CC0.55257 (±0.01351)0.55457 (±0.00409)0.445
    ODIRightHC0.22146 (±0.00522)0.19927 (±0.00745)<0.05a,b
     EC0.16932 (±0.00527)0.15200 (±0.00203)<0.01a,b
     BG0.33371 (±0.01499)0.30247 (±0.01745)0.102
     IC0.20551 (±0.00673)0.18788 (±0.00966)0.083
     NC0.30206 (±0.0077)0.27409 (±0.00876)<0.05a,b
     CC0.11905 (±0.01174)0.10064 (±0.00210)0.077
     LeftHC0.23155 (±0.00736)0.19509 (±0.00768)<0.01a,b
     EC0.17760 (±0.00740)0.16079 (±0.00440)<0.05a
     BG0.32845 (±0.01229)0.28399 (±0.01504)<0.05a
     IC0.08432 (±0.00457)0.08015 (±0.00521)0.280
     NC0.30203 (±0.00728)0.27898 (±0.01100)0.056
      CC0.12966 (±0.00821)0.11224 (±0.00687)0.067
    • All values are mean ± SEM. Units of measure for FA, MD, NDI, and ODI are 103 mm2/s. ROIs correspond to ROIs derived from the P72 UNC Atlas. Diffusion measure abbreviations: Hemi = hemisphere; FA = fractional anisotropy; MD = mean diffusivity, NDI = neurite density index; ODI = orientation dispersion index. ROI abbreviations: HC = hippocampus; EC = external capsule; BG = basal ganglia; IC = internal capsule; NC = neocortex; CC = corpus callosum. For all sample groups, n = 6.

    • ↵a Statistically significant.

    • b Statistically significant after controlling the FDR with the Benjamini–Hochberg procedure (FDR = 0.05).

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Mapping Sex-Specific Neurodevelopmental Alterations in Neurite Density and Morphology in a Rat Genetic Model of Psychiatric Illness
Brian R. Barnett, Sue Y. Yi, McKenzie J. Poetzel, Keith Dodd, Nicholas A. Stowe, John-Paul J. Yu
eNeuro 13 January 2021, 8 (2) ENEURO.0426-20.2020; DOI: 10.1523/ENEURO.0426-20.2020

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Mapping Sex-Specific Neurodevelopmental Alterations in Neurite Density and Morphology in a Rat Genetic Model of Psychiatric Illness
Brian R. Barnett, Sue Y. Yi, McKenzie J. Poetzel, Keith Dodd, Nicholas A. Stowe, John-Paul J. Yu
eNeuro 13 January 2021, 8 (2) ENEURO.0426-20.2020; DOI: 10.1523/ENEURO.0426-20.2020
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Keywords

  • diffusion-weighted imaging
  • Disc1
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eNeuro eISSN: 2373-2822

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