Evidence map›Paper›PMID 42337644›Full record

ArticleAlzheimer's research & therapy2026

Outer nuclear layer thinning as an in vivo biomarker for discriminating probable FTLD-tau from probable FTLD-TDP with PET-supported subtyping.

Zhengxi Zhang, Qinqin Zhang, Yang Chen, Ruijie Zeng, Meizhen Min, Haolun Sun, Yujie Lai, Yingying Shen, Yuting Yang, Ming Feng and 6 more

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Article in Alzheimer's research & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

16 authors.

Zhengxi Zhang *National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Qinqin Zhang *National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Yang Chen *Department of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China.
Ruijie ZengNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Meizhen MinNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Haolun SunDepartment of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China.
Yujie LaiDepartment of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China.
Yingying ShenDepartment of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China.
Yuting YangNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Ming FengNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Zi JinNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Ying ZhangNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
Hebei GaoOujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vision, and Brain Health), Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China.
Fan LuNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China. lufan62@mail.eye.ac.cn.
Yan-Jiang WangDepartment of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China. yanjiang_wang@tmmu.edu.cn.
Meixiao ShenNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China. smx77@mail.eye.ac.cn.

Funding

Basic Research Program of Wenzhou Medical University KYYW202302Chongqing Science and Health Joint Fund No. 2024GGXM003National Key Research and Development Program of China No. 2023YFC3605400Natural Science Foundation of China No. 82171016Natural Science Foundation of China No. 82301270"Pioneer" and "Leading Goose" R&D Program of Zhejiang 2026C02A1152
6 · The paper itself

Abstract

BACKGROUND AND

objectivesOuter nuclear layer (ONL) thinning has been identified in frontotemporal lobar degeneration (FTLD); however, its utility for distinguishing the subtypes of FTLD-tauopathy (FTLD-tau) and TDP-43 proteinopathy (FTLD-TDP) remains unknown. We investigated whether ONL thickness provides a subtype-informative retinal signal for differentiating PET-supported probable FTLD-tau (pFTLD-tau) from probable FTLD-TDP (pFTLD-TDP) in vivo.

methodsPatients clinically diagnosed with FTLD were subtyped into pFTLD-tau and pFTLD-TDP groups based on multimodal PET and clinical criteria. Normal controls (NCs) were cognitively unimpaired on standardized testing and clinical evaluation. Macular images were acquired using swept-source OCT. A custom deep learning algorithm segmented the retina into eight sublayers. The thickness of each retinal sublayer was assessed across the eight sectors of the Early Treatment Diabetic Retinopathy Study (ETDRS) grid. Retinal thickness differences were analyzed using generalized estimating equations, and exploratory discrimination models were evaluated using age- and sex-adjusted stepwise logistic regression with apparent and bootstrap optimism-corrected AUCs reported. Exploratory partial correlation analysis was conducted to examine the associations between ONL thickness and cognitive scores.

resultsA total of 86 participants were included (21 pFTLD-tau, 27 pFTLD-TDP and 38 NCs). Widespread ONL thinning was observed in pFTLD-tau (Cohen's d= -0.753 to -1.268 vs. controls; -0.666 to -1.069 vs. pFTLD-TDP; all FDR-adjusted P < 0.05), while ONL in pFTLD-TDP remained preserved. A model combining retinal nerve fiber layer (RNFL), ONL, and myoid-ellipsoid zone (MEZ) thickness showed exploratory discrimination for differentiating pFTLD-tau from pFTLD-TDP (apparent AUC, 0.922; optimism-corrected AUC, 0.866). The outer thickness model yielded higher AUC estimates than the inner thickness model (0.884/0.835 vs. 0.713/0.630), and the individual ONL model showed moderate exploratory discrimination (0.808/0.765). ONL thickness was correlated with cognitive scores in pFTLD-tau (partial r = 0.433-0.483; all P < 0.05), whereas corresponding associations in pFTLD-TDP did not reach statistical significance. DISCUSSION: ONL thinning was preferentially observed in pFTLD-tau and contributed to exploratory discrimination between PET-supported probable FTLD subtypes. These findings suggest that ONL thickness may provide complementary, noninvasive information for probable FTLD subtype stratification, with potential to facilitate therapeutic trial enrollment and personalized management. Future studies incorporating neuropathological confirmation and fluid biomarkers are warranted to validate these findings.

Indexed as

Frontotemporal Lobar DegenerationRetinaTDP-43 ProteinopathiesAgedBiomarkersDiagnosis, DifferentialFemaleHumansMaleMiddle AgedPositron-Emission TomographyTomography, Optical CoherenceBiomarkers

Identifiers

PMID42337644
PMCPMC13548651

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.