Literature DB >> 35572351

Endophenotype-based in silico network medicine discovery combined with insurance record data mining identifies sildenafil as a candidate drug for Alzheimer's disease.

Jiansong Fang1, Pengyue Zhang2, Yadi Zhou1, Chien-Wei Chiang3, Juan Tan1, Yuan Hou1, Shaun Stauffer4, Lang Li3, Andrew A Pieper5, Jeffrey Cummings6, Feixiong Cheng1,7,8.   

Abstract

We developed an endophenotype disease module-based methodology for Alzheimer's disease (AD) drug repurposing and identified sildenafil as a potential disease risk modifier. Based on retrospective case-control pharmacoepidemiologic analyses of insurance claims data for 7.23 million individuals, we found that sildenafil usage was significantly associated with a 69% reduced risk of AD (hazard ratio = 0.31, 95% confidence interval 0.25-0.39, P<1.0×10-8). Propensity score stratified analyses confirmed that sildenafil is significantly associated with a decreased risk of AD across all four drug cohorts we tested (diltiazem, glimepiride, losartan and metformin) after adjusting age, sex, race, and disease comorbidities. We also found that sildenafil increases neurite growth and decreases phospho-tau expression in AD patient-induced pluripotent stem cells-derived neuron models, supporting mechanistically its potential beneficial effect in Alzheimer's disease. The association between sildenafil use and decreased incidence of AD does not establish causality or its direction, which requires a randomized clinical trial approach.

Entities:  

Year:  2021        PMID: 35572351      PMCID: PMC9097949          DOI: 10.1038/s43587-021-00138-z

Source DB:  PubMed          Journal:  Nat Aging        ISSN: 2662-8465


  88 in total

1.  The support of human genetic evidence for approved drug indications.

Authors:  Matthew R Nelson; Hannah Tipney; Jeffery L Painter; Judong Shen; Paola Nicoletti; Yufeng Shen; Aris Floratos; Pak Chung Sham; Mulin Jun Li; Junwen Wang; Lon R Cardon; John C Whittaker; Philippe Sanseau
Journal:  Nat Genet       Date:  2015-06-29       Impact factor: 38.330

2.  Putting the Patient Back Together - Social Medicine, Network Medicine, and the Limits of Reductionism.

Authors:  Jeremy A Greene; Joseph Loscalzo
Journal:  N Engl J Med       Date:  2017-12-21       Impact factor: 91.245

3.  Sildenafil restores cognitive function without affecting β-amyloid burden in a mouse model of Alzheimer's disease.

Authors:  M Cuadrado-Tejedor; I Hervias; A Ricobaraza; E Puerta; J M Pérez-Roldán; C García-Barroso; R Franco; N Aguirre; A García-Osta
Journal:  Br J Pharmacol       Date:  2011-12       Impact factor: 8.739

4.  Three Data-Driven Phenotypes of Multiple Organ Dysfunction Syndrome Preserved from Early Childhood to Middle Adulthood.

Authors:  Jiancheng Ye; L Nelson Sanchez-Pinto
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

5.  Mendelian randomization indicates that TNF is not causally associated with Alzheimer's disease.

Authors:  Shea J Andrews; Alison Goate
Journal:  Neurobiol Aging       Date:  2019-09-09       Impact factor: 4.673

6.  Tissue Specificity of Human Disease Module.

Authors:  Maksim Kitsak; Amitabh Sharma; Jörg Menche; Emre Guney; Susan Dina Ghiassian; Joseph Loscalzo; Albert-László Barabási
Journal:  Sci Rep       Date:  2016-10-17       Impact factor: 4.379

Review 7.  The Human Gene Mutation Database: towards a comprehensive repository of inherited mutation data for medical research, genetic diagnosis and next-generation sequencing studies.

Authors:  Peter D Stenson; Matthew Mort; Edward V Ball; Katy Evans; Matthew Hayden; Sally Heywood; Michelle Hussain; Andrew D Phillips; David N Cooper
Journal:  Hum Genet       Date:  2017-03-27       Impact factor: 4.132

8.  The amyloid hypothesis on trial.

Authors:  Simon Makin
Journal:  Nature       Date:  2018-07       Impact factor: 49.962

9.  The Molecular and Neuropathological Consequences of Genetic Risk for Alzheimer's Dementia.

Authors:  Shinya Tasaki; Chris Gaiteri; Sara Mostafavi; Philip L De Jager; David A Bennett
Journal:  Front Neurosci       Date:  2018-10-08       Impact factor: 4.677

10.  Lipid lowering and Alzheimer disease risk: A mendelian randomization study.

Authors:  Dylan M Williams; Chris Finan; Amand F Schmidt; Stephen Burgess; Aroon D Hingorani
Journal:  Ann Neurol       Date:  2020-01       Impact factor: 10.422

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  12 in total

1.  A comprehensive SARS-CoV-2-human protein-protein interactome reveals COVID-19 pathobiology and potential host therapeutic targets.

Authors:  Yadi Zhou; Yuan Liu; Shagun Gupta; Mauricio I Paramo; Yuan Hou; Chengsheng Mao; Yuan Luo; Julius Judd; Shayne Wierbowski; Marta Bertolotti; Mriganka Nerkar; Lara Jehi; Nir Drayman; Vlad Nicolaescu; Haley Gula; Savaş Tay; Glenn Randall; Peihui Wang; John T Lis; Cédric Feschotte; Serpil C Erzurum; Feixiong Cheng; Haiyuan Yu
Journal:  Nat Biotechnol       Date:  2022-10-10       Impact factor: 68.164

2.  Phosphodiesterase 5 inhibitor mirodenafil ameliorates Alzheimer-like pathology and symptoms by multimodal actions.

Authors:  Byung Woo Kang; Fred Kim; Joon-Yong Cho; SangYun Kim; Jinseol Rhee; Jai Jun Choung
Journal:  Alzheimers Res Ther       Date:  2022-07-08       Impact factor: 8.823

Review 3.  The Interplay between cGMP and Calcium Signaling in Alzheimer's Disease.

Authors:  Aileen Jehle; Olga Garaschuk
Journal:  Int J Mol Sci       Date:  2022-06-24       Impact factor: 6.208

Review 4.  Astragalus mongholicus Bunge (Fabaceae): Bioactive Compounds and Potential Therapeutic Mechanisms Against Alzheimer's Disease.

Authors:  Qianyu Dong; Zhen Li; Qian Zhang; Yueyu Hu; Huazheng Liang; Lize Xiong
Journal:  Front Pharmacol       Date:  2022-06-28       Impact factor: 5.988

5.  A comprehensive SARS-CoV-2-human protein-protein interactome network identifies pathobiology and host-targeting therapies for COVID-19.

Authors:  Yadi Zhou; Yuan Liu; Shagun Gupta; Mauricio I Paramo; Yuan Hou; Chengsheng Mao; Yuan Luo; Julius Judd; Shayne Wierbowski; Marta Bertolotti; Mriganka Nerkar; Lara Jehi; Nir Drayman; Vlad Nicolaescu; Haley Gula; Savaş Tay; Glenn Randall; John T Lis; Cédric Feschotte; Serpil C Erzurum; Feixiong Cheng; Haiyuan Yu
Journal:  Res Sq       Date:  2022-06-07

6.  Comparative Metabolomics Analysis Reveals Key Metabolic Mechanisms and Protein Biomarkers in Alzheimer's Disease.

Authors:  Zhao Dai; Tian Hu; Shijie Su; Jinman Liu; Yinzhong Ma; Yue Zhuo; Shuhuan Fang; Qi Wang; Zhizhun Mo; Huafeng Pan; Jiansong Fang
Journal:  Front Pharmacol       Date:  2022-05-25       Impact factor: 5.988

Review 7.  Computational drug repurposing based on electronic health records: a scoping review.

Authors:  Nansu Zong; Andrew Wen; Sungrim Moon; Sunyang Fu; Liwei Wang; Yiqing Zhao; Yue Yu; Ming Huang; Yanshan Wang; Gang Zheng; Michelle M Mielke; James R Cerhan; Hongfang Liu
Journal:  NPJ Digit Med       Date:  2022-06-14

Review 8.  Bringing machine learning to research on intellectual and developmental disabilities: taking inspiration from neurological diseases.

Authors:  Chirag Gupta; Pramod Chandrashekar; Ting Jin; Chenfeng He; Saniya Khullar; Qiang Chang; Daifeng Wang
Journal:  J Neurodev Disord       Date:  2022-05-02       Impact factor: 4.074

9.  Single-cell network biology characterizes cell type gene regulation for drug repurposing and phenotype prediction in Alzheimer's disease.

Authors:  Chirag Gupta; Jielin Xu; Ting Jin; Saniya Khullar; Xiaoyu Liu; Sayali Alatkar; Feixiong Cheng; Daifeng Wang
Journal:  PLoS Comput Biol       Date:  2022-07-18       Impact factor: 4.779

10.  Resurrection of sildenafil: potential for Huntington's Disease, too?

Authors:  Jannis Achenbach; Simon Faissner; Carsten Saft
Journal:  J Neurol       Date:  2022-05-28       Impact factor: 6.682

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