{"doi":"10.1016/j.bpsc.2024.11.003","title":"Multimodal Brain Age Indicators of Internalizing Problems in Early Adolescence: A Longitudinal Investigation","abstract":"BACKGROUND: Adolescence is a time of increased risk for the onset of internalizing problems, particularly in females. However, how individual differences in brain maturation are related to the increased vulnerability for internalizing problems in adolescence remains poorly understood due to a scarcity of longitudinal studies. METHODS: = 12.9 years) using the Brief Problem Monitor. RESULTS: = .932) and remained significant when accounting for earlier internalizing problems. CONCLUSIONS: A greater increase in BAG in early adolescence may reflect the heightened vulnerability shown by female youth to internalizing problems. Longitudinal research is necessary to understand whether this increasing BAG signifies accelerated brain development and its relationship to the trajectory of internalizing problems throughout adolescence.","journal":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","year":2024,"id":472461,"datarank":0.16479184330021646,"base_score":1.0986122886681096,"endowment":1.0986122886681096,"self_citation_contribution":0.16479184330021646,"citation_network_contribution":0.0,"self_endowment_contribution":0.16479184330021646,"citer_contribution":0.0,"corpus_percentile":29.844511487584125,"corpus_rank":8690,"citation_count":2,"citer_count":1,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":true,"is_dataset_confidence":0.5368,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2024-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":351022,"name":"Dani Beck","orcid":"0000-0002-0974-9304","position":1,"is_corresponding":false},{"id":1088469,"name":"Lucy Whitmore","orcid":"0000-0002-5672-5081","position":2,"is_corresponding":false},{"id":319838,"name":"Kathryn L. Mills","orcid":"0000-0002-6463-186X","position":3,"is_corresponding":false},{"id":246433,"name":"Lars T. Westlye","orcid":"0000-0001-8644-956X","position":4,"is_corresponding":false},{"id":596084,"name":"Tilmann von Soest","orcid":"0000-0002-5576-2059","position":5,"is_corresponding":false},{"id":628791,"name":"Lia Ferschmann","orcid":"0000-0002-4331-657X","position":6,"is_corresponding":false},{"id":297649,"name":"Christian K. Tamnes","orcid":"0000-0002-9191-6764","position":7,"is_corresponding":false},{"id":668921,"name":"Niamh MacSweeney","orcid":"0000-0002-3674-4410","position":0,"is_corresponding":true}],"reference_count":68,"raw_metadata":null,"created_at":"2026-07-19T02:05:57.032095Z","pmid":"39566883","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":[]}