Large-scale animal model study uncovers altered brain pH and lactate levels as a transdiagnostic endophenotype of neuropsychiatric disorders involving cognitive impairment.
Hideo HagiharaHirotaka ShojiSatoko HattoriGiovanni SalaYoshihiro TakamiyaMika TanakaMasafumi IharaMihiro ShibutaniIzuho HatadaKei HoriMikio HoshinoAkito NakaoYasuo MoriShigeo OkabeMasayuki MatsushitaAnja UrbachYuta KatayamaAkinobu MatsumotoKeiichi I NakayamaShota KatoriTakuya SatoTakuji IwasatoHaruko NakamuraYoshio GoshimaMatthieu RaveauTetsuya TatsukawaKazuhiro YamakawaNoriko TakahashiHaruo KasaiJohji InazawaIkuo NobuhisaTetsushi KagawaTetsuya TagaMohamed DarwishHirofumi NishizonoKeizo TakaoKiran SapkotaKazutoshi NakazawaTsuyoshi TakagiHaruki FujisawaYoshihisa SugimuraKyosuke YamanishiLakshmi RajagopalNanette Deneen HannahHerbert Y MeltzerTohru YamamotoShuji WakatsukiToshiyuki ArakiKatsuhiko TabuchiTadahiro NumakawaHiroshi KunugiFreesia L HuangAtsuko Hayata-TakanoHitoshi HashimotoKota TamadaToru TakumiTakaoki KasaharaTadafumi KatoIsabella A GraefGerald R CrabtreeNozomi AsaokaHikari HatakamaShuji KanekoTakao KohnoMitsuharu HattoriYoshio HoshibaRyuhei MiyakeKisho Obi-NagataAkiko Hayashi-TakagiLéa J BeckerIpek YalcinYoko HaginoHiroko Kotajima-MurakamiYuki MoriyaKazutaka IkedaHyopil KimBong-Kiun KaangHikari OtabiYuta YoshidaAtsushi ToyodaNoboru H KomiyamaSeth G N GrantMichiru Ida-EtoMasaaki NaritaKen-Ichi MatsumotoEmiko Okuda-AshitakaIori OhmoriTadayuki ShimadaKanato YamagataHiroshi AgetaKunihiro TsuchidaKaoru InokuchiTakayuki SassaAkio KiharaMotoaki FukasawaNobuteru UsudaTayo KatanoTeruyuki TanakaYoshihiro YoshiharaMichihiro IgarashiTakashi HayashiKaori IshikawaSatoshi YamamotoNaoya NishimuraKazuto NakadaShinji HirotsuneKiyoshi EgawaKazuma HigashisakaYasuo TsutsumiShoko NishiharaNoriyuki SugoTakeshi YagiNaoto UenoTomomi YamamotoYoshihiro KuboRie OhashiNobuyuki ShiinaKimiko ShimizuSayaka Higo-YamamotoKatsutaka OishiHisashi MoriTamio FuruseMasaru TamuraHisashi ShirakawaDaiki X SatoYukiko U InoueTakayoshi InoueYuriko KomineTetsuo YamamoriKenji SakimuraTsuyoshi MiyakawaPublished in: eLife (2024)
Increased levels of lactate, an end-product of glycolysis, have been proposed as a potential surrogate marker for metabolic changes during neuronal excitation. These changes in lactate levels can result in decreased brain pH, which has been implicated in patients with various neuropsychiatric disorders. We previously demonstrated that such alterations are commonly observed in five mouse models of schizophrenia, bipolar disorder, and autism, suggesting a shared endophenotype among these disorders rather than mere artifacts due to medications or agonal state. However, there is still limited research on this phenomenon in animal models, leaving its generality across other disease animal models uncertain. Moreover, the association between changes in brain lactate levels and specific behavioral abnormalities remains unclear. To address these gaps, the International Brain pH Project Consortium investigated brain pH and lactate levels in 109 strains/conditions of 2294 animals with genetic and other experimental manipulations relevant to neuropsychiatric disorders. Systematic analysis revealed that decreased brain pH and increased lactate levels were common features observed in multiple models of depression, epilepsy, Alzheimer's disease, and some additional schizophrenia models. While certain autism models also exhibited decreased pH and increased lactate levels, others showed the opposite pattern, potentially reflecting subpopulations within the autism spectrum. Furthermore, utilizing large-scale behavioral test battery, a multivariate cross-validated prediction analysis demonstrated that poor working memory performance was predominantly associated with increased brain lactate levels. Importantly, this association was confirmed in an independent cohort of animal models. Collectively, these findings suggest that altered brain pH and lactate levels, which could be attributed to dysregulated excitation/inhibition balance, may serve as transdiagnostic endophenotypes of debilitating neuropsychiatric disorders characterized by cognitive impairment, irrespective of their beneficial or detrimental nature.
Keyphrases
- bipolar disorder
- white matter
- resting state
- working memory
- cognitive impairment
- cerebral ischemia
- autism spectrum disorder
- dna methylation
- depressive symptoms
- intellectual disability
- magnetic resonance
- escherichia coli
- major depressive disorder
- subarachnoid hemorrhage
- gene expression
- genome wide
- mass spectrometry
- mouse model
- computed tomography
- risk assessment
- contrast enhanced
- african american
- single molecule
- image quality