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This study introduces a fluorescence lifetime imaging microscopy (FLIM) based approach for detecting metabolic alterations in maternal serum, with Raman spectroscopy and lipidomic analysis providing complementary biochemical context for interpreting group-specific differences. Raman spectroscopy of maternal serum from control, PE, GDM, and PE + GDM groups revealed distinct biochemical alterations, especially in lipid-associated spectral features. Lipidomic validation further identified characteristic metabolic signatures: phosphatidylcholine species were enriched in GDM, while triglycerides were elevated in PE, with PE + GDM displaying overlapping lipid alterations. FLIM captured functional microenvironmental alterations in lipid-associated domains and clearly separated all pathological groups at 24th\u201328th weeks of gestation, including the comorbid PE + GDM phenotype, a clinically challenging condition for which reliable early indicators are limited. Notably, at 8th\u201312th weeks of gestation, FLIM detected early biochemical differences through optical signatures, enabling differentiation among disease states at a time when conventional biochemical tests and Raman spectra showed no discernible group differences, achieving strong discrimination performance with area under the curve (AUC) values over 0.8. These results demonstrate the potential of FLIM as a noninvasive, sensitive, and interpretable tool for early risk stratification and longitudinal monitoring of pregnancy complications.<\/jats:p>","DOI":"10.1021\/acs.analchem.6c02375","type":"journal-article","created":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T13:11:30Z","timestamp":1785849090000},"page":"22988-23001","source":"Crossref","is-referenced-by-count":0,"title":["Fluorescence Lifetime Imaging Microscopy Detects Preeclampsia,\nGestational Diabetes Mellitus, and Their Comorbidity Early by Profiling\nLipid Dysregulation"],"prefix":"10.1021","volume":"98","author":[{"given":"Xiaoyu","family":"Zhang","sequence":"first","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]},{"name":"Shenzhen University , , ,","place":["Shenzhen, P. R. China, 518060"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhongqun","family":"Zhan","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyu","family":"Li","sequence":"additional","affiliation":[{"name":"Shenzhen University , , ,","place":["Shenzhen, P. R. China, 518060"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yong","family":"Guo","sequence":"additional","affiliation":[{"name":"Shenzhen University , , ,","place":["Shenzhen, P. R. China, 518060"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huixin","family":"Liu","sequence":"additional","affiliation":[{"name":"Shenzhen University , , ,","place":["Shenzhen, P. R. China, 518060"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanli","family":"Huang","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xixian","family":"Mai","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Li","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanhui","family":"Han","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fei","family":"Zheng","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Judan","family":"Cao","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lu","family":"Liu","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Li","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology General Hospital , , ,","place":["Shenzhen, China, 518106"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2398-1668","authenticated-orcid":true,"given":"Xiao","family":"Peng","sequence":"additional","affiliation":[{"name":"Shenzhen University , , ,","place":["Shenzhen, P. 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