{"doi":"10.1039/d4an01573h","title":"Evaluating sample normalization methods for MS-based multi-omics and the application to a neurodegenerative mouse model","abstract":"KO and WT mouse brains revealed molecular changes and pathways related to lysosomal dysfunction and neuroinflammation. In summary, we demonstrated the importance of selecting an appropriate normalization method during multi-omics sample preparation. Our normalization method is applicable to all tissue-based multi-omics studies, ensuring reliable and accurate biomolecule quantification for biological comparisons.","journal":"The Analyst","year":2025,"id":538785,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":3,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9424,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1273844,"name":"Cha Yang","orcid":null,"position":1,"is_corresponding":false},{"id":473858,"name":"Fenghua Hu","orcid":"0000-0002-6447-9992","position":2,"is_corresponding":false},{"id":472825,"name":"Ling Hao","orcid":"0000-0002-0106-5266","position":3,"is_corresponding":false},{"id":1235258,"name":"Gwang Bin Lee","orcid":"0000-0003-4756-0921","position":0,"is_corresponding":true}],"reference_count":50,"raw_metadata":null,"created_at":"2026-07-19T02:52:25.799399Z","pmid":"39995368","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}