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Comparative phosphoproteomics of Neuro-2a cells
                          under insulin resistance reveals new molecular signatures of

                                                       Alzheimer’s disease

                       Yeon Suk Jo , Han-Seul Jo , Sungwon Bae , Yang Woo Kwon , Dayea Kim , Yong-Seok Oh , and Jong Hyuk Yoon 1,*
                                                                                  3,*
                                 1,2
                                                                        1
                                                                                                2,*
                                             1
                                                         1
                        1 Neurodegenerative Diseases Research Group, Korea Brain Research Institute, Daegu, 41062, Republic of Korea,  Department of Brain-Cognitive Science, Daegu-
                                                                                        2
                                                                           3
                        Gyeongbuk Institute of Science and Technology (DGIST), Daegu, 42988, Republic of Korea,  New Drug Development Center, Daegu-Gyeongbuk Medical Innovation
                                                           Foundation, Daegu, Republic of Korea
                Abstract                                                Introduction
    Insulin is a well-known critical factor in brain development and the
    control of neurogenesis, in-cluding in the hippocampus. The   Functions of insulin signaling pathway   Metabolic dysregulation in AD   Brain insulin resistance   Workflow
    alteration of insulin signaling in the brain can induce brain aging
    and regulate brain plasticity and could promote neurodegeneration
    in the late stage of Alzheimer’s disease (AD). The precise molecular
    mechanism of the relationship between insulin resistance and AD
    remains unclear. The development of phosphoproteomics has
    advanced our knowledge of phosphorylation-mediated signaling
    networks and could elucidate the molecular mechanisms of certain
    conditions. Here, we applied a reliable phosphoproteomic approach
    to Neuro-2a (N2a) cells to identify their molecular features under two
    different clinically reliable insulin-resistant conditions: inflammation
    and dyslipidemia. We found different informatic characteristics
    between  the  two  insulin-resistant  phosphoproteomes  by  (A) Normal (B), Early AD, (C) Late AD
    comparative informatics analysis.  We  also  found commonly
    changed molecular signatures, including phosphoproteins, in the
    integrin and adenosine monophosphate-activated protein kinase  • Human brain is an insulin-sensitive  organ  • 4 biological  replicates for each condition
                                         • Insulin in the brain modulates food intake, whole-body glucose level, lipid metabolism,  cognition
    pathways under insulin resistance and verified these targets by  • Insulin receptors in the brain are highly expressed in hippocampus  and cortex  • Mass analysis: Nano-LC system consisting of Q Exactive™ Quadrupole-Orbitrap™ mass
    subsequent  biochemical  experiments.  Among  the  commonly  • Insulin induces long-term potentiation in the brain and regulates memory improvement  spectrometer (Thermo Fisher Scientific) and Ultimate 3000 RSLCnano system  equipped
                                                                                     with an Acclaim PepMap TM 100 (75 mm x 2 cm) and an EASY-Spray PepMap RSLC C18
                                         • Pathological condition in which insulin-dependent  cells and organs fail to perform an adequate response to insulin
    changed molecular signatures, the phosphorylation of acetyl-CoA  • Brain insulin resistance reports in patient with obesity, hyperlipidemia,  diabetes, and cognitive impairment  Column (75 mm × 50 cm, 2 mm)
    carboxylase and Src was also found to be altered in the brains of  • FDG-PET shows reduced uptake of regional cerebral metabolic rate for glucose(CMRgl) in the temporal-parietal   • Database searching by Sequest™ based Proteome Discoverer 2.4 using Uniprot mouse
                                                                                     FASTA database
                                          cortex (shown as arrows) in MCI and AD patients
    5xFAD mice. This study provides new molecular signatures for  • Diabetes and obese patients have a higher incidence of AD, and insulin resistance plays a key role between this   • All identified proteins had a FDR of <1% in peptide level
                                          association
    insulin resistance in N2a cells and possible links between the  • There is clinically observed causes of insulin resistance: inflammation,  dyslipidemia  • Quantitative analysis : normalized spectral index based quantitative analysis
                                                                                     with statistical confidence
    molecular features of insulin resistance and AD.
                   Experimental Results                                      Experimental Results
    1. Induction of two different insulin-resistant conditions on Neuro-2a cells  5. List of significantly changed phosphoproteins
    A                 B         C                 D           A  Accession  Gene Symbol  Description  (Pal + Ins/Ins)  Modifications  B  Accession  Gene Symbol  Description  (TNF + Ins/Ins)  Modifications
                                                                           Log 2 Fold
                                                                                                          Log 2 Fold
                                                                 Q64337  Sqstm1  Sequestosome-1  3.86   Phospho [T269(100); T271(99.5); S330(100); S334(100); S363(98.7); S367(98.7); S368(98  P13595  Ncam1  Neural cell adhesion molecule 1  4.41   Phospho [S770(100); S774(100); S1005(100)]
                                                                                   .7)]
                                                                                            Q7TPV4  Mybbp1a  Myb-binding protein 1A  3.99   Phospho [S1164(100); S1253(99.1); T1256(99.1); S1280(100)]
                                                                Q9QYC0  Add1  Alpha-adducin  3.80   Phospho [T610(99.1); T614(99.1); S724(100)]
                                                                 Q61686  Cbx5  Chromobox protein homolog 5  3.69   Phospho [S14(99.6)]  Q62093  Srsf2  Serine/arginine-rich splicing factor 2  3.79   Phospho [T25(99.4); S206(100); S208(100); S212(100)]
                                                                    Signal-induced proliferation-associated 1-like protei
                       150                                      Q8C0T5  Sipa1l1  n 1  3.63   Phospho [S1528(100); S1624(100); S1626(100)]  Q5SSI6  Utp18  U3 small nucleolar RNA-associated protein 18 homolog  3.55   Phospho [S114(100); S115(100); S118(100); S206(100)]
                           ***
                                                                      Prothymosin alpha
                          ***                                    P26350  Ptma Tcea1  Transcription elongation factor A protein 1  3.35  3.35   Met-loss+Acetyl [N-Term]; Phospho [S2(100)]; Acetyl  [N-Term]  Q8BI84  Tpd52l2 Mia3  Transport and Golgi organization protein 1 homolog  3.55  3.48   Phospho [S1458(100); S1765(99.4)]
                                                                                  Phospho [S100(100)]
                                                                                                    Tumor protein D54
                                                                 P10711
                                                                                            Q9CYZ2
                                                                                                               Phospho [S200(100)]
                       Cell Viability  (% of control)  100 50   Q7TQH0  Atxn2l Osbp  Oxysterol-binding protein 1  3.35  3.35   Phospho [S188(100); S191(100); T375(100); S377(99.5); S380(100); S383(100)]  Q9DBC3  Cmtr1 Rbmx  Cap-specific mRNA (nucleoside-2′-O-)-methyltransferase 1  3.48  3.41   Phospho [S27(99.4); S48(98.6); S50(100); S52(100); S54(100)]
                                                                                Phospho [S109(100); S304(100); S337(99.4)]
                                                                      Ataxin-2-like  protein
                                                                Q3B7Z2
                                                                                            Q9WV02
                                                                                                               Phospho [S208(100)]
                                                                                                  RNA-binding motif protein, X chromosome
                                                                Q3UYV9
                                                                                  Phospho [S22(99.6)]
                                                                                                   Bromodomain-containing protein 1
                                                                                                               Phospho [S190(100)]
                                                                                            Q9DBY8
                                                                Q6P9Q6  Fkbp15 Ncbp1  Nuclear cap-binding protein subunit 1  3.27  3.19   Phospho [S1157(100); S1159(100)]  G5E8P1  Brd1 Nvl  Nuclear valosin-containing protein-like  3.26  3.26   Phospho [S128(100); S1052(100); S1055(100)]
                                                                      FK506-binding protein 15
                                                                                                    Nischarin
                        0                                        P20029  Hspa5  Endoplasmic reticulum chaperone BiP  3.10   Phospho [S650(98)]  Q80TM9  Nisch Mxra7  Matrix-remodeling-associated protein 7  3.26  3.18   Phospho [S543(99.5); S548(99.7); S1373(100)]
                                                                                                               Phospho [S79(100)]
                                                                                            Q9CZH7
                        BSA  100  200  400                      Q8CH77  Nav1  Neuron navigator 1  3.01   Phospho [S1247(99.2)]  Q99LJ0  Cttnbp2nl  CTTNBP2 N-terminal-like protein  3.09   Phospho [S481(100); S556(100); S559(100); S562(100)]
                           palmitate (mM)
                                                                Q8CHW4  Eif2b5  Translation initiation factor eIF-2B subunit epsilon  3.01   Phospho [S540(100)]  Q4JIM5  Abl2  Tyrosine-protein kinase ABL2  3.09   Phospho [S621(100); S632(99.5)]
                                                                                                            Met-loss+Acetyl  [N-Term]; Phospho [S2(99.2); T18(100)]; Acetyl  [N-T
                                                                 B1AY10  Nfx1  Transcriptional repressor NF-X1  –3.07   Phospho [S51(98.7); S81(100); S147(100); S149(98.6)]  P43274  Hist1h1e  Histone H1.4  –3.03   erm]
                                                                Q6ZQ88  Kdm1a  Lysine-specific histone demethylase 1A  –3.14   Phospho [S132(100); S138(100); S167(100)]  A2A690  Tanc2  Protein TANC2  –3.03   Phospho [S1534(100); S1538(100)]
                                                                Q9WV02  Rbmx  RNA-binding motif protein, X chromosome  –3.29   Phospho [S208(100)]  Q9EP82  Wdr4  tRNA (guanine-N(7)-)-methyltransferase non-catalytic subun  –3.03   Phospho [S397(100)]
                                                                                                    it WDR4
                                                                Q6DFV3  Arhgap21  Rho GTPase-activating protein 21  –3.36   Phospho [S874(100); T1621(100); S1623(100)]
                                                                                            P81122  Irs2  Insulin receptor substrate 2  –3.03   Phospho [S66(97.6)]
                                                                 P68254  Ywhaq  14-3-3 protein theta  –3.36   Phospho [S230(96)]
                                                                                            Q8C0T5  Sipa1l1  Signal-induced proliferation-associated 1-like protein 1  –3.13   Phospho [S1528(100); S1624(100); S1626(100); S1629(99.1)]
                                                                Q8BL97  Srsf7  Serine/arginine-rich splicing factor 7  –3.36   Phospho [S208(100); S210(100)]
                                                                                                                51(100)]
                                                                Q5U4C3  Scaf1  Splicing factor, arginine/serine-rich 19  –3.48   Phospho [S510(100); S518(99.5); S676(100); S682(100); S691(100); S695(100); S821(10  P97868  Rbbp6  E3 ubiquitin-protein ligase RBBP6  –3.23   Phospho [S1179(100); S1329(100); S1644(98.4); S1646(98.4); S16
                                                                                   0)]
                                                                                            E9Q4F7  Ankrd11  Ankyrin  repeat domain-containing protein 11  –3.33   Phospho [S1070(100); S1832(99); S1844(100)]
    2. Phosphoproteomics of two different insulin-resistant conditions  Q61029  Tmpo  Lamina-associated polypeptide 2, isoforms beta/de  –3.54   Phospho [S66(100); S67(100); T74(100); T159(98.6); S179(100); S183(100)]  Q8BG09  Tmem184b  SWI/SNF complex subunit SMARCC1  –3.41  –3.50   Phospho [S402(100); S403(100)]
                                                                                                   Transmembrane protein 184B
                                                                                                              Phospho [S327(100); S329(100)]
                                                                      lta/epsilon/gamma
                                                                                               Smarcc1
                                                                                            P97496
                                                                Q8BK67  Rcc2  Protein RCC2  –3.54   Phospho [S48(95.5)]  Q80Y17  Llgl1 Trim24  Lethal(2) giant larvae protein homolog 1  –3.65  –3.79   Phospho [S982(100); S986(100); S989(98.6)]
                                                                                                              Phospho [S1026(100); S1029(100)]
                                                                                            Q64127
                                                                                                  Transcription intermediary factor 1-alpha
                                                                 O88286  Wiz  Protein Wiz  –3.60   Phospho [S1045(100); S1050(100)]  Q8C8R3  Ank2  Ankyrin-2  –4.03   Phospho [S1699(100); S1700(100); S1703(100); S2824(100); S282
                                                                                                               7(99.4); S3362(100)]
                                                                                  Phospho [S200(99)]
                                                                      Tumor protein D54
    A              B                       C                    Q9CYZ2  Tpd52l2 Irs2  Insulin receptor substrate 2  –3.70  –3.85   Phospho [T55(99); S66(100); T517(100); T524(100); S556(100); S573(100); S616(99.5); S  Q99PM3  Gtf2a1 Sdpr  Transcription initiation factor IIA  subunit 1  –4.19  –4.28  Phospho [S203(100); S204(100); S218(100); S293(100); S359(100);
                                                                                                              Phospho [S318(100); S323(100)]
                                                                 P81122
                                                                                  1089(100)]
                                                                                                   Caveolae-associated protein 2
                                                                                            Q63918
                                                                 P68369  Tuba1a  Tubulin alpha-1A chain  –4.36   Phospho [S439(100)]  S363(100); T368(100)]
                                                                                            Q3UMU9-2  Hdgfrp2  Isoform 2 of Hepatoma-derived growth factor-related protein   –4.28  Phospho [S365(100); S366(100); S627(100); S628(100); S638(100)]
                                                                 O08784  Tcof1  Treacle protein  –4.57   Phospho [S83(97); T1114(99.2); S1191(100)]  2
                                                              6. Comparative informatic analysis of phosphoproteomes of two different insulin-resistant conditions
                                                              A              B                       C
    D                E
                                                              D                E                     F
    3. Informatic analysis of phosphoproteomes of palmitate-induced insulin-resistant conditions
    A               B                       C                 7. Western blots for phosphorylation of the proteins in 5xFAD mice brain
                                                                      A                   B
    D
                                                                                    Summary
                                                              1) We performed comparative phosphoproteomic approach to Neuro-2a cells under two different
                                                               clinically reliable insulin-resistant conditions: inflammation and dyslipidemia
                                                              2) We found different informatic characteristics between the two insulin-resistant phosphoproteomes
                                                               by comparative informatics analysis
    4. Informatic analysis of phosphoproteomes of TNF-a -induced insulin-resistant conditions  3) We found commonly changed molecular signatures, including phosphoproteins, in the integrin,
                                                               Pyridoxal 5'-phosphate salvage, HIPPO signaling, sumoylation, Cell Cycle, and AMPK pathway
    A                 B                     C                  under insulin resistance and verified these targets by subsequent biochemical experiments
                                                              4) Among the commonly changed molecular signatures, the phosphorylation of acetyl-CoA
                                                               carboxylase(ACC) and Src was also found to be altered in the brains of 5xFAD mice (preliminary)
                                                                       References & Acknowledgement
                                                             1) “Brain insulin resistance in type 2 diabetes and Alzheimer disease: concepts and conundrums” Nat Rev Neurol. 2018 Mar; 14(3): 168–181
                                                             2) “The diagnostic value of FDG and amyloid PET in Alzheimer's disease-A systematic review” Eur J Radiol. 2017 Sep;94:16-24
                                                             3) “Synaptic energy use and supply” Neuron. 2012 Sep 6;75(5):762-77
    D                                                        4) “Is insulin action in the brain clinically relevant?” Diabetes. 2012 Apr; 61(4): 773–775
                                                             5) “Mechanisms of Insulin Resistance at the Crossroad of Obesity with Associated Metabolic Abnormalities and Cognitive Dysfunction” Int J Mol Sci. 2021 Jan 7;22(2):546
                                                             6) “Proteomic analysis of the palmitate-induced myotube secretome reveals involvement of the annexin A1- FPR2 pathway in insulin resistance” Mol Cell Proteomics.
                                                              2015 Apr;14(4):882-92
                                                             7) “Proteomic analysis of TNF-α-induced L6 myotube secretome reveals novel TNF-α-dependent myokines in diabetic skeletal muscle” J Proteome Res. 2011 Dec
                                                              2;10(12):5315-25
                                                             8) “Cell adhesion molecules in Alzheimer's disease” Degener Neurol Neuromuscul Dis. 2012 Jul 4;2:65-77
                                                             9) “AMPK: A bridge between diabetes mellitus and Alzheimer's disease” Behav Brain Res. 2021 Feb 26;400:113043
                                                             10)“Use of biomarkers in clinical trials of Alzheimer disease: from concept to application” Mol Diagn Ther. 2011 Dec 1;15(6):313-25
                                                             11)“Brain Insulin Resistance at the Crossroads of Metabolic and Cognitive Disorders in Humans” Physiol Rev. 2016 Oct;96(4):1169-209
                                                             12)“Saturated fatty acid-mediated inflammation and insulin resistance in adipose tissue: mechanisms of action and implications” J Nutr. 2009 Jan;139(1):1-4
                                                             13)This research was supported by KBRI basic research program (18-BR-02-08) and by the Korea Research Institute of Bioscience and Biotechnology (KRIBB) Research
                                                              Initiative Program (KGM4562121 to YSO)
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