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pmid:39496593

Postmortem evidence of decreased brain pH in major depressive disorder: a systematic review and meta-analysis.

Hideo Hagihara · Tsuyoshi Miyakawa

Translational psychiatry · 2024 doi:10.1038/s41398-024-03173-7

Paper

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Experiment

complete

Data

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Analysis

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title
Postmortem evidence of decreased brain pH in major depressive disorder: a systematic review and meta-analysis.
doi
10.1038/s41398-024-03173-7
pmid
39496593
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Hideo Hagihara
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Tsuyoshi Miyakawa
journal
Translational psychiatry
year
2024
abstract
INTRODUCTION: Major depressive disorder (MDD) is a prevalent and debilitating mental disorder that shares symptoms, genetics, and molecular changes in the brain with other psychiatric disorders, such as schizophrenia and bipolar disorder. Decreased brain pH, associated with increased lactate levels due to altered energy metabolism and neuronal hyperexcitation, has been consistently observed in schizophrenia and bipolar disorder. We recently demonstrated similar brain alterations in various animal models of neuropsychiatric disorders, including MDD. However, our understanding of brain pH alterations in human patients with MDD remains limited. METHODS: We conducted meta-analyses to assess postmortem brain pH in patients with MDD compared to control subjects, examining its relationships with recurrence of depressive episodes and illness duration, utilizing publicly available demographic data. Studies reporting individual raw pH data were identified through searches in the Stanley Medical Research Institute database, NCBI GEO database, PubMed, and Google Scholar. The data were analyzed using the random effects model, ANOVA, and ANCOVA. RESULTS: The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges' g = -0.23, p = 0.0056). A two-way ANCOVA revealed that the effect of diagnosis on pH remained significant when considering covariates, including postmortem interval, age at death, and sex. Patients with recurrent episodes, but not a single episode, showed significantly lower pH than controls in both females and males (256 patients and 279 controls from seven datasets). Furthermore, a significant negative correlation was observed between brain pH and illness duration (115 patients from five datasets). Female preponderance of decreased pH was also found, possibly due to a longer illness duration and a higher tendency of recurrent episodes in females. CONCLUSION: This study suggests a decrease in brain pH in patients with MDD, potentially associated with recurrent episodes and longer illness duration. As suggested from previous animal model studies, altered brain energy metabolism, leading to decreased pH, may serve as a potential transdiagnostic endophenotype for MDD and other neuropsychiatric disorders.
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The random effects model was applied using the function metagen in the R package meta (version 6.5-0).
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The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges’ g = −0.23, p = 0.0056).
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The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges’ g = −0.23, p = 0.0056).
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sample_count
168
group_sizes
null
group_sizes_basis
null
platform
6244
taxon
Homo sapiens
title
Expression data from the human parietal cortex brain
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE53987
role
raw
format
geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE53987
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE53987
version
null
note
The raw data analyzed in this study are provided in Table S1.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw data analyzed in this study are provided in Table S1.
access_statement_kind
data_availability_statement
sample_accessions array · 205 items
[0]
GSM1304852
[1]
GSM1304853
[2]
GSM1304854
[3]
GSM1304855
[4]
GSM1304856
[5]
GSM1304857
[6]
GSM1304858
[7]
GSM1304859
[8]
GSM1304860
[9]
GSM1304861
[10]
GSM1304862
[11]
GSM1304863
[12]
GSM1304864
[13]
GSM1304865
[14]
GSM1304866
[15]
GSM1304867
[16]
GSM1304868
[17]
GSM1304869
[18]
GSM1304870
[19]
GSM1304871
[20]
GSM1304872
[21]
GSM1304873
[22]
GSM1304874
[23]
GSM1304875
[24]
GSM1304876
[25]
GSM1304877
[26]
GSM1304878
[27]
GSM1304879
[28]
GSM1304880
[29]
GSM1304881
[30]
GSM1304882
[31]
GSM1304883
[32]
GSM1304884
[33]
GSM1304885
[34]
GSM1304886
[35]
GSM1304887
[36]
GSM1304888
[37]
GSM1304889
[38]
GSM1304890
[39]
GSM1304891
[40]
GSM1304892
[41]
GSM1304893
[42]
GSM1304894
[43]
GSM1304895
[44]
GSM1304896
[45]
GSM1304897
[46]
GSM1304898
[47]
GSM1304899
[48]
GSM1304900
[49]
GSM1304901
[50]
GSM1304902
[51]
GSM1304903
[52]
GSM1304904
[53]
GSM1304905
[54]
GSM1304906
[55]
GSM1304907
[56]
GSM1304908
[57]
GSM1304909
[58]
GSM1304910
[59]
GSM1304911
[60]
GSM1304912
[61]
GSM1304913
[62]
GSM1304914
[63]
GSM1304915
[64]
GSM1304916
[65]
GSM1304917
[66]
GSM1304918
[67]
GSM1304919
[68]
GSM1304920
[69]
GSM1304921
[70]
GSM1304922
[71]
GSM1304923
[72]
GSM1304924
[73]
GSM1304925
[74]
GSM1304926
[75]
GSM1304927
[76]
GSM1304928
[77]
GSM1304929
[78]
GSM1304930
[79]
GSM1304931
[80]
GSM1304932
[81]
GSM1304933
[82]
GSM1304934
[83]
GSM1304935
[84]
GSM1304936
[85]
GSM1304937
[86]
GSM1304938
[87]
GSM1304939
[88]
GSM1304940
[89]
GSM1304941
[90]
GSM1304942
[91]
GSM1304943
[92]
GSM1304944
[93]
GSM1304945
[94]
GSM1304946
[95]
GSM1304947
[96]
GSM1304948
[97]
GSM1304949
[98]
GSM1304950
[99]
GSM1304951
[100]
GSM1304952
[101]
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[102]
GSM1304954
[103]
GSM1304955
[104]
GSM1304956
[105]
GSM1304957
[106]
GSM1304958
[107]
GSM1304959
[108]
GSM1304960
[109]
GSM1304961
[110]
GSM1304962
[111]
GSM1304963
[112]
GSM1304964
[113]
GSM1304965
[114]
GSM1304966
[115]
GSM1304967
[116]
GSM1304968
[117]
GSM1304969
[118]
GSM1304970
[119]
GSM1304971
[120]
GSM1304972
[121]
GSM1304973
[122]
GSM1304974
[123]
GSM1304975
[124]
GSM1304976
[125]
GSM1304977
[126]
GSM1304978
[127]
GSM1304979
[128]
GSM1304980
[129]
GSM1304981
[130]
GSM1304982
[131]
GSM1304983
[132]
GSM1304984
[133]
GSM1304985
[134]
GSM1304986
[135]
GSM1304987
[136]
GSM1304988
[137]
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[138]
GSM1304990
[139]
GSM1304991
[140]
GSM1304992
[141]
GSM1304993
[142]
GSM1304994
[143]
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[144]
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[145]
GSM1304997
[146]
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[147]
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[148]
GSM1305000
[149]
GSM1305001
[150]
GSM1305002
[151]
GSM1305003
[152]
GSM1305004
[153]
GSM1305005
[154]
GSM1305006
[155]
GSM1305007
[156]
GSM1305008
[157]
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[158]
GSM1305010
[159]
GSM1305011
[160]
GSM1305012
[161]
GSM1305013
[162]
GSM1305014
[163]
GSM1305015
[164]
GSM1305016
[165]
GSM1305017
[166]
GSM1305018
[167]
GSM1305019
[168]
GSM1305020
[169]
GSM1305021
[170]
GSM1305022
[171]
GSM1305023
[172]
GSM1305024
[173]
GSM1305025
[174]
GSM1305026
[175]
GSM1305027
[176]
GSM1305028
[177]
GSM1305029
[178]
GSM1305030
[179]
GSM1305031
[180]
GSM1305032
[181]
GSM1305033
[182]
GSM1305034
[183]
GSM1305035
[184]
GSM1305036
[185]
GSM1305037
[186]
GSM1305038
[187]
GSM1305039
[188]
GSM1305040
[189]
GSM1305041
[190]
GSM1305042
[191]
GSM1305043
[192]
GSM1305044
[193]
GSM1305045
[194]
GSM1305046
[195]
GSM1305047
[196]
GSM1305048
[197]
GSM1305049
[198]
GSM1305050
[199]
GSM1305051
[200]
GSM1305052
[201]
GSM1305053
[202]
GSM1305054
[203]
GSM1305055
[204]
GSM1305056
sample_count
205
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Microarray profiling of PFC, HPC and STR from subjects with schizophrenia, bipolar, MDD or control
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 15 fields
id
data:geo:GSE92538
role
raw
format
geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE92538
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE92538
version
null
note
The raw data analyzed in this study are provided in Table S1.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The raw data analyzed in this study are provided in Table S1.
access_statement_kind
data_availability_statement
sample_accessions array · 363 items
[0]
GSM2431715
[1]
GSM2431716
[2]
GSM2431717
[3]
GSM2431718
[4]
GSM2431719
[5]
GSM2431720
[6]
GSM2431721
[7]
GSM2431722
[8]
GSM2431723
[9]
GSM2431724
[10]
GSM2431725
[11]
GSM2431726
[12]
GSM2431727
[13]
GSM2431728
[14]
GSM2431729
[15]
GSM2431730
[16]
GSM2431731
[17]
GSM2431732
[18]
GSM2431733
[19]
GSM2431734
[20]
GSM2431735
[21]
GSM2431736
[22]
GSM2431737
[23]
GSM2431738
[24]
GSM2431739
[25]
GSM2431740
[26]
GSM2431741
[27]
GSM2431742
[28]
GSM2431743
[29]
GSM2431744
[30]
GSM2431745
[31]
GSM2431746
[32]
GSM2431747
[33]
GSM2431748
[34]
GSM2431749
[35]
GSM2431750
[36]
GSM2431751
[37]
GSM2431752
[38]
GSM2431753
[39]
GSM2431754
[40]
GSM2431755
[41]
GSM2431756
[42]
GSM2431757
[43]
GSM2431758
[44]
GSM2431759
[45]
GSM2431760
[46]
GSM2431761
[47]
GSM2431762
[48]
GSM2431763
[49]
GSM2431764
[50]
GSM2431765
[51]
GSM2431766
[52]
GSM2431767
[53]
GSM2431768
[54]
GSM2431769
[55]
GSM2431770
[56]
GSM2431771
[57]
GSM2431772
[58]
GSM2431773
[59]
GSM2431774
[60]
GSM2431775
[61]
GSM2431776
[62]
GSM2431777
[63]
GSM2431778
[64]
GSM2431779
[65]
GSM2431780
[66]
GSM2431781
[67]
GSM2431782
[68]
GSM2431783
[69]
GSM2431784
[70]
GSM2431785
[71]
GSM2431786
[72]
GSM2431787
[73]
GSM2431788
[74]
GSM2431789
[75]
GSM2431790
[76]
GSM2431791
[77]
GSM2431792
[78]
GSM2431793
[79]
GSM2431794
[80]
GSM2431795
[81]
GSM2431796
[82]
GSM2431797
[83]
GSM2431798
[84]
GSM2431799
[85]
GSM2431800
[86]
GSM2431801
[87]
GSM2431802
[88]
GSM2431803
[89]
GSM2431804
[90]
GSM2431805
[91]
GSM2431806
[92]
GSM2431807
[93]
GSM2431808
[94]
GSM2431809
[95]
GSM2431810
[96]
GSM2431811
[97]
GSM2431812
[98]
GSM2431813
[99]
GSM2431814
[100]
GSM2431815
[101]
GSM2431816
[102]
GSM2431817
[103]
GSM2431818
[104]
GSM2431819
[105]
GSM2431820
[106]
GSM2431821
[107]
GSM2431822
[108]
GSM2431823
[109]
GSM2431824
[110]
GSM2431825
[111]
GSM2431826
[112]
GSM2431827
[113]
GSM2431828
[114]
GSM2431829
[115]
GSM2431830
[116]
GSM2431831
[117]
GSM2431832
[118]
GSM2431833
[119]
GSM2431834
[120]
GSM2431835
[121]
GSM2431836
[122]
GSM2431837
[123]
GSM2431838
[124]
GSM2431839
[125]
GSM2431840
[126]
GSM2431841
[127]
GSM2431842
[128]
GSM2431843
[129]
GSM2431844
[130]
GSM2431845
[131]
GSM2431846
[132]
GSM2431847
[133]
GSM2431848
[134]
GSM2431849
[135]
GSM2431850
[136]
GSM2431851
[137]
GSM2431852
[138]
GSM2431853
[139]
GSM2431854
[140]
GSM2431855
[141]
GSM2431856
[142]
GSM2431857
[143]
GSM2431858
[144]
GSM2431859
[145]
GSM2431860
[146]
GSM2431861
[147]
GSM2431862
[148]
GSM2431863
[149]
GSM2431864
[150]
GSM2431865
[151]
GSM2431866
[152]
GSM2431867
[153]
GSM2431868
[154]
GSM2431869
[155]
GSM2431870
[156]
GSM2431871
[157]
GSM2431872
[158]
GSM2431873
[159]
GSM2431874
[160]
GSM2431875
[161]
GSM2431876
[162]
GSM2431877
[163]
GSM2431878
[164]
GSM2431879
[165]
GSM2431880
[166]
GSM2431881
[167]
GSM2431882
[168]
GSM2431883
[169]
GSM2431884
[170]
GSM2431885
[171]
GSM2431886
[172]
GSM2431887
[173]
GSM2431888
[174]
GSM2431889
[175]
GSM2431890
[176]
GSM2431891
[177]
GSM2431892
[178]
GSM2431893
[179]
GSM2431894
[180]
GSM2431895
[181]
GSM2431896
[182]
GSM2431897
[183]
GSM2431898
[184]
GSM2431899
[185]
GSM2431900
[186]
GSM2431901
[187]
GSM2431902
[188]
GSM2431903
[189]
GSM2431904
[190]
GSM2431905
[191]
GSM2431906
[192]
GSM2431907
[193]
GSM2431908
[194]
GSM2431909
[195]
GSM2431910
[196]
GSM2431911
[197]
GSM2431912
[198]
GSM2431913
[199]
GSM2431914
[200]
GSM2431915
[201]
GSM2431916
[202]
GSM2431917
[203]
GSM2431918
[204]
GSM2431919
[205]
GSM2431920
[206]
GSM2431921
[207]
GSM2431922
[208]
GSM2431923
[209]
GSM2431924
[210]
GSM2431925
[211]
GSM2431926
[212]
GSM2431927
[213]
GSM2431928
[214]
GSM2431929
[215]
GSM2431930
[216]
GSM2431931
[217]
GSM2431932
[218]
GSM2431933
[219]
GSM2431934
[220]
GSM2431935
[221]
GSM2431936
[222]
GSM2431937
[223]
GSM2431938
[224]
GSM2431939
[225]
GSM2431940
[226]
GSM2431941
[227]
GSM2431942
[228]
GSM2431943
[229]
GSM2431944
[230]
GSM2431945
[231]
GSM2431946
[232]
GSM2431947
[233]
GSM2431948
[234]
GSM2431949
[235]
GSM2431950
[236]
GSM2431951
[237]
GSM2431952
[238]
GSM2431953
[239]
GSM2431954
[240]
GSM2431955
[241]
GSM2431956
[242]
GSM2431957
[243]
GSM2431958
[244]
GSM2431959
[245]
GSM2431960
[246]
GSM2431961
[247]
GSM2431962
[248]
GSM2431963
[249]
GSM2431964
[250]
GSM2431965
[251]
GSM2431966
[252]
GSM2431967
[253]
GSM2431968
[254]
GSM2431969
[255]
GSM2431970
[256]
GSM2431971
[257]
GSM2431972
[258]
GSM2431973
[259]
GSM2431974
[260]
GSM2431975
[261]
GSM2431976
[262]
GSM2431977
[263]
GSM2431978
[264]
GSM2431979
[265]
GSM2431980
[266]
GSM2431981
[267]
GSM2431982
[268]
GSM2431983
[269]
GSM2431984
[270]
GSM2431985
[271]
GSM2431986
[272]
GSM2431987
[273]
GSM2431988
[274]
GSM2431989
[275]
GSM2431990
[276]
GSM2431991
[277]
GSM2431992
[278]
GSM2431993
[279]
GSM2431994
[280]
GSM2431995
[281]
GSM2431996
[282]
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[283]
GSM2431998
[284]
GSM2431999
[285]
GSM2432000
[286]
GSM2432001
[287]
GSM2432002
[288]
GSM2432003
[289]
GSM2432004
[290]
GSM2432005
[291]
GSM2432006
[292]
GSM2432007
[293]
GSM2432008
[294]
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[295]
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[296]
GSM2432011
[297]
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[298]
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[299]
GSM2432014
[300]
GSM2432015
[301]
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[302]
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[303]
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[304]
GSM2432019
[305]
GSM2432020
[306]
GSM2432021
[307]
GSM2432022
[308]
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[309]
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[310]
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[311]
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[312]
GSM2432027
[313]
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[314]
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[315]
GSM2432030
[316]
GSM2432031
[317]
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[318]
GSM2432033
[319]
GSM2432034
[320]
GSM2432035
[321]
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[322]
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[323]
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[324]
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[325]
GSM2432040
[326]
GSM2432041
[327]
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[329]
GSM2432044
[330]
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[331]
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[332]
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[333]
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[334]
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[335]
GSM2432050
[336]
GSM2432051
[337]
GSM2432052
[338]
GSM2432053
[339]
GSM2432055
[340]
GSM2432056
[341]
GSM2432057
[342]
GSM2432059
[343]
GSM2432061
[344]
GSM2432062
[345]
GSM2432064
[346]
GSM2432065
[347]
GSM2432067
[348]
GSM2432068
[349]
GSM2432070
[350]
GSM2432071
[351]
GSM2432072
[352]
GSM2432073
[353]
GSM2432075
[354]
GSM2432077
[355]
GSM2432080
[356]
GSM2432081
[357]
GSM2432083
[358]
GSM2432085
[359]
GSM2432086
[360]
GSM2432088
[361]
GSM2432090
[362]
GSM2432092
sample_count
363
group_sizes
null
group_sizes_basis
null
platform
17027;10526
taxon
Homo sapiens
title
Inference of cell-type composition from human brain transcriptomic datasets illuminates the effects of age, manner of death, dissection, and psychiatric diagnosis
resolution_checked_at
2026-11-01T18:06:44Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 10 items
[0]
asset:data:geo:GSE101521 not downloaded
[1]
asset:data:geo:GSE101521 licence not read
[2]
asset:data:geo:GSE208338 not downloaded
[3]
asset:data:geo:GSE208338 licence not read
[4]
asset:data:geo:GSE35977 not downloaded
[5]
asset:data:geo:GSE35977 licence not read
[6]
asset:data:geo:GSE53987 not downloaded
[7]
asset:data:geo:GSE53987 licence not read
[8]
asset:data:geo:GSE92538 not downloaded
[9]
asset:data:geo:GSE92538 licence not read
analysis object · 4 fields
state
partial
methods array · 3 items
[0] object · 10 fields
id
method-1
family
meta_analysis
specific
random_effects
label
Meta-analysis / evidence synthesis
dsl_operations array · 1 item
[0]
random_effects_pool
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
study_level_effect_estimates
evidence object · 3 fields
score
1
band
verbatim
quote
The random effects model was applied using the function metagen in the R package meta (version 6.5-0).
[1] object · 10 fields
id
method-2
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.7
band
medium
quote
ANOVA
[2] object · 10 fields
id
method-3
family
contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
dsl_operations array · 1 item
[0]
chi_square_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
categorical_cross_tabulation
evidence object · 3 fields
score
0.8
band
high
quote
χ2
targets array · 1 item
[0] object · 8 fields
id
target-published-estimate
claim_id
claim-target-result
operation
bootstrap_mean_difference
unit
p-value
tolerance
null
state
complete
note
The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold.
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
random_effects_pool
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: random_effects.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 5 items
[0]
GSE35977
[1]
GSE101521
[2]
GSE53987
[3]
GSE92538
[4]
GSE208338
resolved_accessions array · 5 items
[0]
GSE35977
[1]
GSE101521
[2]
GSE53987
[3]
GSE92538
[4]
GSE208338
statements array · 1 item
[0]
The raw data analyzed in this study are provided in Table S1.
basis
The paper names GSE35977, GSE101521, GSE53987, GSE92538, GSE208338 in NCBI Gene Expression Omnibus database (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 1 item
[0]
random_effects_pool
assets array · 2 items
[0]
source:pmid:39496593
[1]
data:geo:GSE101521
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE101521
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:37:46Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
12083
completion_tokens
2257
cached_tokens
256
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:39496593
type
paper
label
pmid:39496593
[1] object · 3 fields
id
source:pmid:39496593
type
manuscript
label
PMID 39496593 full text
[2] object · 3 fields
id
data:geo:GSE101521
type
dataset
label
GEO GSE101521
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:39496593
type
paper
label
pmid:39496593
[1] object · 3 fields
id
source:pmid:39496593
type
manuscript
label
PMID 39496593 full text
[2] object · 3 fields
id
data:geo:GSE101521
type
dataset
label
GEO GSE101521
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39496593
type
extraction
used array · 1 item
[0]
source:pmid:39496593
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE101521
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE101521
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
id
agent:minimax-reader
type
software
label
MiniMax literature reader
source_run_id
reading-sci-2026-11-01
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:39496593
parent_hash
sha256:286616467d9d1423d524bc72f9da86962b84ba0eb77c1db0e3ea51a4ae655024
fork_of
null
gaps array · 15 items
[0]
asset:data:geo:GSE101521 licence not read
[1]
asset:data:geo:GSE101521 not downloaded
[2]
asset:data:geo:GSE208338 licence not read
[3]
asset:data:geo:GSE208338 not downloaded
[4]
asset:data:geo:GSE35977 licence not read
[5]
asset:data:geo:GSE35977 not downloaded
[6]
asset:data:geo:GSE53987 licence not read
[7]
asset:data:geo:GSE53987 not downloaded
[8]
asset:data:geo:GSE92538 licence not read
[9]
asset:data:geo:GSE92538 not downloaded
[10]
execution.not_run
[11]
method.reader_differs_from_extractor
[12]
review.human_critique
[13]
review.independent_reader
[14]
review.machine_critique
assays array · 1 item
[0] object · 11 fields
role
analysis
definition_id
meta_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
random_effects_pool
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
The random effects model was applied using the function metagen in the R package meta (version 6.5-0).
order_basis
analysis_only
id
assay:1
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39496593", "kind": "science-record", "revision": 3, "content_hash": "sha256:6d9b1beaf112a79b57b4301a0c32e649fad78d94de0ac6efebea24a874ab11ed", "created_at": "2026-11-01T20:29:45Z", "updated_at": "2026-11-01T22:13:03Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Postmortem evidence of decreased brain pH in major depressive disorder: a systematic review and meta-analysis.", "doi": "10.1038/s41398-024-03173-7", "pmid": "39496593", "authors": ["Hideo Hagihara", "Tsuyoshi Miyakawa"], "journal": "Translational psychiatry", "year": 2024, "abstract": "INTRODUCTION: Major depressive disorder (MDD) is a prevalent and debilitating mental disorder that shares symptoms, genetics, and molecular changes in the brain with other psychiatric disorders, such as schizophrenia and bipolar disorder. Decreased brain pH, associated with increased lactate levels due to altered energy metabolism and neuronal hyperexcitation, has been consistently observed in schizophrenia and bipolar disorder. We recently demonstrated similar brain alterations in various animal models of neuropsychiatric disorders, including MDD. However, our understanding of brain pH alterations in human patients with MDD remains limited.\nMETHODS: We conducted meta-analyses to assess postmortem brain pH in patients with MDD compared to control subjects, examining its relationships with recurrence of depressive episodes and illness duration, utilizing publicly available demographic data. Studies reporting individual raw pH data were identified through searches in the Stanley Medical Research Institute database, NCBI GEO database, PubMed, and Google Scholar. The data were analyzed using the random effects model, ANOVA, and ANCOVA.\nRESULTS: The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges' g = -0.23, p = 0.0056). A two-way ANCOVA revealed that the effect of diagnosis on pH remained significant when considering covariates, including postmortem interval, age at death, and sex. Patients with recurrent episodes, but not a single episode, showed significantly lower pH than controls in both females and males (256 patients and 279 controls from seven datasets). Furthermore, a significant negative correlation was observed between brain pH and illness duration (115 patients from five datasets). Female preponderance of decreased pH was also found, possibly due to a longer illness duration and a higher tendency of recurrent episodes in females.\nCONCLUSION: This study suggests a decrease in brain pH in patients with MDD, potentially associated with recurrent episodes and longer illness duration. As suggested from previous animal model studies, altered brain energy metabolism, leading to decreased pH, may serve as a potential transdiagnostic endophenotype for MDD and other neuropsychiatric disorders.", "claims": [{"id": "claim-method", "statement": "The random effects model was applied using the function metagen in the R package meta (version 6.5-0).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39496593", "locator": "sections[4] \"Data analysis\" paragraph 2", "quote": "The random effects model was applied using the function metagen in the R package meta (version 6.5-0)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw data analyzed in this study are provided in Table S1.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39496593", "locator": "sections[4] \"Data analysis\" paragraph 2", "quote": "The raw data analyzed in this study are provided in Table S1."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Postmortem brain pH was significantly decreased in patients with MDD compared with control subjects.", "kind": "quantitative", "target": {"value": 0.0056, "unit": "p-value", "tolerance": null, "source": "The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges’ g = −0.23, p = 0.0056)."}, "evidence": [{"asset": "source:pmid:39496593", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "The random effects model, using 39 curated datasets (790 patients and 957 controls), indicated a significant decrease in brain pH in patients with MDD (Hedges’ g = −0.23, p = 0.0056)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Postmortem brain pH was significantly decreased in patients with MDD compared with control subjects.", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:39496593"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE101521"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE101521"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39496593", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1038/s41398-024-03173-7", "sha256": "sha256:12cfaaf640ddcbbe56e8dfa9c9dfff7482bd2ff28a14939bd8649e6f2413681a", "bytes": 38623, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1038/s41398-024-03173-7", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11535390", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE101521", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE101521", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE101521", "version": null, "note": "The raw data analyzed in this study are provided in Table S1.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw data analyzed in this study are provided in Table S1.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2705366", "GSM2705367", "GSM2705368", "GSM2705369", "GSM2705370", "GSM2705371", "GSM2705372", "GSM2705373", "GSM2705374", "GSM2705375", "GSM2705376", "GSM2705377", "GSM2705378", "GSM2705379", "GSM2705380", "GSM2705381", "GSM2705382", "GSM2705383", "GSM2705384", "GSM2705385", "GSM2705386", "GSM2705387", "GSM2705388", "GSM2705389", "GSM2705390", "GSM2705391", "GSM2705392", "GSM2705393", "GSM2705394", "GSM2705395", "GSM2705396", "GSM2705397", "GSM2705398", "GSM2705399", "GSM2705400", "GSM2705401", "GSM2705402", "GSM2705403", "GSM2705404", "GSM2705405", "GSM2705406", "GSM2705407", "GSM2705408", "GSM2705409", "GSM2705410", "GSM2705411", "GSM2705412", "GSM2705413", "GSM2705414", "GSM2705415", "GSM2705416", "GSM2705417", "GSM2705418", "GSM2705419", "GSM2705420", "GSM2705421", "GSM2705422", "GSM2705423", "GSM2705424", "GSM2705425", "GSM2705426", "GSM2705427", "GSM2705428", "GSM2705429", "GSM2705430", "GSM2705431", "GSM2705432", "GSM2705433", "GSM2705434", "GSM2705435", "GSM2705436", "GSM2705437", "GSM2705438", "GSM2705439", "GSM2705440", "GSM2705441", "GSM2705442", "GSM2705443", "GSM2705444", "GSM2705445", "GSM2705446", "GSM2705447", "GSM2705448", "GSM2705449", "GSM2705450", "GSM2705451"], "sample_count": 86, "group_sizes": null, "group_sizes_basis": null, "platform": "15520;16791", "taxon": "Homo sapiens", "title": "Whole-transcriptome brain expression and exon-usage profiling in major depression and suicide", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE208338", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE208338", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE208338", "version": null, "note": "The raw data analyzed in this study are provided in Table S1.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw data analyzed in this study are provided in Table S1.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM6341299", "GSM6341300", "GSM6341301", "GSM6341302", "GSM6341303", "GSM6341304", "GSM6341305", "GSM6341306", "GSM6341307", "GSM6341308", "GSM6341309", "GSM6341310", "GSM6341311", "GSM6341312", "GSM6341313", "GSM6341314", "GSM6341315", "GSM6341316", "GSM6341317", "GSM6341318", "GSM6341319", "GSM6341320", "GSM6341321", "GSM6341322", "GSM6341323", "GSM6341324", "GSM6341325", "GSM6341326", "GSM6341327", "GSM6341328", "GSM6341329", "GSM6341330", "GSM6341331", "GSM6341332", "GSM6341333", "GSM6341334", "GSM6341335", "GSM6341336", "GSM6341337", "GSM6341338", "GSM6341339", "GSM6341340", "GSM6341341", "GSM6341342", "GSM6341343", "GSM6341344", "GSM6341345", "GSM6341346", "GSM6341347", "GSM6341348", "GSM6341349", "GSM6341350", "GSM6341351", "GSM6341352", "GSM6341353", "GSM6341354", "GSM6341355", "GSM6341356", "GSM6341357", "GSM6341358", "GSM6341359", "GSM6341360", "GSM6341361", "GSM6341362", "GSM6341363", "GSM6341364", "GSM6341365", "GSM6341366", "GSM6341367", "GSM6341368", "GSM6341369", "GSM6341370", "GSM6341371", "GSM6341372", "GSM6341373", "GSM6341374", "GSM6341375", "GSM6341376", "GSM6341377", "GSM6341378", "GSM6341379", "GSM6341380", "GSM6341381", "GSM6341382", "GSM6341383", "GSM6341384", "GSM6341385", "GSM6341386", "GSM6341387", "GSM6341388", "GSM6341389", "GSM6341390", "GSM6341391", "GSM6341392", "GSM6341393", "GSM6341394", "GSM6341395", "GSM6341396", "GSM6341397", "GSM6341398", "GSM6341399", "GSM6341400", "GSM6341401", 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"platform": "5188", "taxon": "Homo sapiens", "title": "Expression data from postmortem human dorsolateral prefrontal cortex - psychiatric disorders & healthy controls", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE35977", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE35977", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE35977", "version": null, "note": "The raw data analyzed in this study are provided in Table S1.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw data analyzed in this study are provided in Table S1.", "access_statement_kind": "data_availability_statement", 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A run that reproduces the effect is judged against this threshold."}], "gaps": ["method.reader_differs_from_extractor"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["random_effects_pool"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: random_effects."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE35977", "GSE101521", "GSE53987", "GSE92538", "GSE208338"], "resolved_accessions": ["GSE35977", "GSE101521", "GSE53987", "GSE92538", "GSE208338"], "statements": ["The raw data analyzed in this study are provided in Table S1."], "basis": "The paper names GSE35977, GSE101521, GSE53987, GSE92538, GSE208338 in NCBI Gene Expression Omnibus database (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["random_effects_pool"], "assets": ["source:pmid:39496593", "data:geo:GSE101521"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE101521"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:37:46Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 12083, "completion_tokens": 2257, "cached_tokens": 256}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:39496593", "type": "paper", "label": "pmid:39496593"}, {"id": "source:pmid:39496593", "type": "manuscript", "label": "PMID 39496593 full text"}, {"id": "data:geo:GSE101521", "type": "dataset", "label": "GEO GSE101521"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39496593", "type": "paper", "label": "pmid:39496593"}, {"id": "source:pmid:39496593", "type": "manuscript", "label": "PMID 39496593 full text"}, {"id": "data:geo:GSE101521", "type": "dataset", "label": "GEO GSE101521"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39496593", "type": "extraction", "used": ["source:pmid:39496593"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE101521", "type": "accession_resolution", "used": ["data:geo:GSE101521"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:39496593", "parent_hash": "sha256:286616467d9d1423d524bc72f9da86962b84ba0eb77c1db0e3ea51a4ae655024", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE101521 licence not read", "asset:data:geo:GSE101521 not downloaded", "asset:data:geo:GSE208338 licence not read", "asset:data:geo:GSE208338 not downloaded", "asset:data:geo:GSE35977 licence not read", "asset:data:geo:GSE35977 not downloaded", "asset:data:geo:GSE53987 licence not read", "asset:data:geo:GSE53987 not downloaded", "asset:data:geo:GSE92538 licence not read", "asset:data:geo:GSE92538 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "meta_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["random_effects_pool"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The random effects model was applied using the function metagen in the R package meta (version 6.5-0)."], "order_basis": "analysis_only", "id": "assay:1"}]}