# A versatile platform for sequential glyco-, phospho-, and proteomics with multi-PTMs integration

**Authors:** Xuefang Dong, Fangfang Xiong, Guangzhu Du, Yunfei Yang, Cheng Chen, Yun Cui, Xinlian Ding, Xiuling Li, Yidong Shen, Xinmiao Liang

PMC · DOI: 10.1038/s41467-025-68270-7 · 2026-01-28

## TL;DR

MuPPE is a new platform that allows simultaneous analysis of multiple protein modifications from a single sample, improving research on aging and drug effects.

## Contribution

MuPPE introduces a sequential multi-PTM analysis platform with enhanced reproducibility and reduced processing time.

## Key findings

- MuPPE achieves superior reproducibility with a coefficient of variation of 12.3% compared to conventional methods.
- The platform reduces processing time by 87.5%, completing analysis in 4 hours versus 32 hours.
- MuPPE identifies more serum glycopeptides and brain phosphopeptides than other platforms.

## Abstract

Serial multi-omic analysis of proteome, phosphoproteome, and glycoproteome is pivotal for elucidating drug mechanisms, discovering biomarkers, and identifying therapeutic targets. However, simultaneous multi-level post-translational modifications (PTMs) analysis via parallel processing is hampered by laborious, time-consuming procedures and inconsistent reproducibility. We present an integrated Multi-level PTMs-Proteomic Enrichment platform (MuPPE), enabling sequential glycoproteome, phosphoproteome, and proteome analysis from single biological samples. It combines protein aggregation capture with on-bead digestion and tandem enrichment, achieving superior reproducibility (CV 12.3% vs 17.6% conventional methods) while reducing processing time by 87.5% (4 hours vs 32 hours). MuPPE also enhances coverage, identifying more serum glycopeptides and brain phosphopeptides than other platforms. Applied to aging mouse cohorts, the platform uncovers tissue-specific PTMs remodeling and brain barrier dysfunction. For arsenic mechanisms of action, MuPPE reveals drug-induced PTMs crosstalk between glycosylation and phosphorylation-driven pathway regulation. MuPPE offers a transformative tool for advancing multi-omics insights across precision medicine and disease research.

Authors develop MuPPE, which enables integrated proteome, phosphoproteome, and glycoproteome profiling from a single sample, providing deeper biological insights into aging and drug-response mechanisms.

## Linked entities

- **Chemicals:** arsenic (PubChem CID 5359596)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** GFAP (glial fibrillary acidic protein) [NCBI Gene 2670] {aka ALXDRD}, ERLEC1 (endoplasmic reticulum lectin 1) [NCBI Gene 27248] {aka C2orf30, CIM, CL24936, CL25084, HEL117, XTP3-B}, IL18BP (interleukin 18 binding protein) [NCBI Gene 10068] {aka FVH, IL18BPa}, CLDN12 (claudin 12) [NCBI Gene 9069], Gys1 (glycogen synthase 1, muscle) [NCBI Gene 14936] {aka Gys3, MGS}, CTBS (chitobiase) [NCBI Gene 1486] {aka CTB}, CLDN5 (claudin 5) [NCBI Gene 7122] {aka AWAL, BEC1, CPETRL1, TMDVCF, TMVCF}, Blnk (B cell linker) [NCBI Gene 17060] {aka BASH, Bca, Ly-57, Ly57, Lyw-57, SLP-65}, ALG1 (ALG1 chitobiosyldiphosphodolichol beta-mannosyltransferase) [NCBI Gene 56052] {aka CDG1K, HMAT1, HMT-1, HMT1, MT-1, Mat-1}, CLDN2 (claudin 2) [NCBI Gene 9075] {aka OAZON, claudin-2}, B3GALT6 (beta-1,3-galactosyltransferase 6) [NCBI Gene 126792] {aka ALGAZ, EDSP2, EDSSPD2, SEMDJL1, beta3GalT6}, GBA2 (glucosylceramidase beta 2) [NCBI Gene 57704] {aka AD035, NLGase, SPG46}, CCNB1 (cyclin B1) [NCBI Gene 891] {aka CCNB}, IGF2R (insulin like growth factor 2 receptor) [NCBI Gene 3482] {aka CD222, CI-M6PR, CIMPR, M6P-R, M6P/IGF2R, MPR 300}, PECAM1 (platelet and endothelial cell adhesion molecule 1) [NCBI Gene 5175] {aka CD31, CD31/EndoCAM, GPIIA', PECA1, PECAM-1, endoCAM}, ST6GAL1 (ST6 beta-galactoside alpha-2,6-sialyltransferase 1) [NCBI Gene 6480] {aka CDw75, SIAT1, ST6GalI, ST6N}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, VWF (von Willebrand factor) [NCBI Gene 7450] {aka F8VWF, VWD}, TXNL1 (thioredoxin like 1) [NCBI Gene 9352] {aka HEL-S-114, TRP32, TXL-1, TXNL, Txl}, CDK2 (cyclin dependent kinase 2) [NCBI Gene 1017] {aka CDKN2, p33(CDK2)}, MAPKAPK5 (MAPK activated protein kinase 5) [NCBI Gene 8550] {aka MAPKAP-K5, MK-5, MK5, NCFD, PRAK}, CSNK2A2 (casein kinase 2 alpha 2) [NCBI Gene 1459] {aka CK2A2, CK2alpha', CSNK2A1}, ALG5 (ALG5 dolichyl-phosphate beta-glucosyltransferase) [NCBI Gene 29880] {aka PKD7, bA421P11.2}, Cd46 (CD46 antigen, complement regulatory protein) [NCBI Gene 17221] {aka Mcp}, RPS6KA3 (ribosomal protein S6 kinase A3) [NCBI Gene 6197] {aka CLS, HU-3, ISPK-1, MAPKAPK1B, MRX19, RSK}, PAEP (progestagen associated endometrial protein) [NCBI Gene 5047] {aka GD, GdA, GdF, GdS, PAEG, PEP}, IL11 (interleukin 11) [NCBI Gene 3589] {aka AGIF, IL-11}, NLK (nemo like kinase) [NCBI Gene 51701], MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, ALG2 (ALG2 alpha-1,3/1,6-mannosyltransferase) [NCBI Gene 85365] {aka CDG1I, CDGIi, CMS14, CMSTA3, NET38, hALPG2}, IGHM (immunoglobulin heavy constant mu) [NCBI Gene 3507] {aka AGM1, MU, VH}, CLDN1 (claudin 1) [NCBI Gene 9076] {aka CLD1, ILVASC, SEMP1}, Adam17 (a disintegrin and metallopeptidase domain 17) [NCBI Gene 11491] {aka CD156b, Tace}, CANX (calnexin) [NCBI Gene 821] {aka CNX, IP90, P90}, Tnf (tumor necrosis factor) [NCBI Gene 21926] {aka DIF, TNF-a, TNF-alpha, TNFSF2, TNFalpha, Tnfa}, B3GALT5 (beta-1,3-galactosyltransferase 5) [NCBI Gene 10317] {aka B3GalT-V, B3GalTx, B3T5, GLCT5, beta-1,3-GalTase 5, beta-3-Gx-T5}, ST6GALNAC2 (ST6 N-acetylgalactosaminide alpha-2,6-sialyltransferase 2) [NCBI Gene 10610] {aka SAITL1, SIAT7, SIAT7B, SIATL1, ST6GalNAII, STHM}, POFUT4 (protein O-fucosyltransferase 4) [NCBI Gene 170384] {aka FUCTXI, FUT11}, MAPK7 (mitogen-activated protein kinase 7) [NCBI Gene 5598] {aka BMK1, ERK4, ERK5, PRKM7}, NBEAL2 (neurobeachin like 2) [NCBI Gene 23218] {aka BDPLT4, GPS}, Egfr (epidermal growth factor receptor) [NCBI Gene 13649] {aka 9030024J15Rik, Erbb, Errb1, Errp, Wa5, wa-2}, Canx (calnexin) [NCBI Gene 12330] {aka 1110069N15Rik, Cnx, D11Ertd153e}, SIK2 (salt inducible kinase 2) [NCBI Gene 23235] {aka LOH11CR1I, QIK, SIK-2, SNF1LK2}
- **Diseases:** infection (MESH:D007239), neurodegenerative diseases (MESH:D019636), neuroinflammation (MESH:D000090862), tumor (MESH:D009369), leukemia (MESH:D007938), CP (MESH:D020288), depression (MESH:D003866), Alzheimer's disease (MESH:D000544), MuPPE (OMIM:614922), chronic (MESH:D002908), immune deficiencies (MESH:D007154), decline in brain function (MESH:D001927), APL (MESH:D015473), chronic inflammation (MESH:D007249), Parkinson's disease (MESH:D010300)
- **Chemicals:** ammonium bicarbonate (MESH:C027043), calcium (MESH:D002118), IAA (MESH:D007460), TiO2 (MESH:C009495), N-Glycolylneuraminic acid (MESH:C032592), SDS (MESH:D012967), N (MESH:D009584), GlcNAc (MESH:D000117), formic acid (MESH:C030544), hexose (MESH:D006601), Arsenic (MESH:D001151), magnesium (MESH:D008274), glycolipid (MESH:D006017), glycosaminoglycan (MESH:D006025), Click (-), methionine (MESH:D008715), acetonitrile (MESH:C032159), N-Acetylneuraminic acid (MESH:D019158), cysteine (MESH:D003545), arsenic trioxide (MESH:D000077237), oligosaccharides (MESH:D009844), galactose (MESH:D005690), S (MESH:D013455), peptides (MESH:D010455), metal (MESH:D008670), penicillin (MESH:D010406), Sa (MESH:D000077145), CaCl2 (MESH:D002122), ethanol (MESH:D000431), streptomycin (MESH:D013307), urea (MESH:D014508), E (MESH:D004540), ice (MESH:D007053), IMAC (MESH:C005954), phosphopeptides (MESH:D010748), CO2 (MESH:D002245), PBS (MESH:D007854), fucose (MESH:D005643), F (MESH:D005461), DTT (MESH:D004229), Sg (MESH:C000603632), Glycan (MESH:D011134), FA (MESH:D005492), H (MESH:D006859), HEPES (MESH:D006531), Glycopeptides (MESH:D006020), NaCl (MESH:D012965), KCl (MESH:D011189), water (MESH:D014867)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], H3N2 subtype (serotype) [taxon 119210], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** NB4 — Homo sapiens (Human), Acute promyelocytic leukemia with PML-RARA, Cancer cell line (CVCL_0005), MuPPE — Homo sapiens (Human), Transformed cell line (CVCL_A6RW), /6J — Homo sapiens (Human), Cutaneous melanoma, Cancer cell line (CVCL_W797)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12852849/full.md

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Source: https://tomesphere.com/paper/PMC12852849