An experimental medicine study of the phosphodiesterase-4 inhibitor, roflumilast, on working memory-related brain activity and episodic memory in schizophrenia patients

Rationale Schizophrenia is associated with impairments in cognitive functioning yet there are no approved drugs to treat these deficits. Objectives Based on animal models, we investigated the potential for roflumilast, a selective inhibitor of phosphodiesterase type 4 (PDE4), to improve cognition, w...

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Veröffentlicht in:Psychopharmacology 2021-05, Vol.238 (5), p.1279-1289
Hauptverfasser: Gilleen, James, Farah, Yakub, Davison, Cate, Kerins, Sarah, Valdearenas, Lorena, Uz, Tolga, Lahu, Gez, Tsai, Max, Ogrinc, Frank, Reichenberg, Avi, Williams, Steve C., Mehta, Mitul A., Shergill, Sukhi S.
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container_end_page 1289
container_issue 5
container_start_page 1279
container_title Psychopharmacology
container_volume 238
creator Gilleen, James
Farah, Yakub
Davison, Cate
Kerins, Sarah
Valdearenas, Lorena
Uz, Tolga
Lahu, Gez
Tsai, Max
Ogrinc, Frank
Reichenberg, Avi
Williams, Steve C.
Mehta, Mitul A.
Shergill, Sukhi S.
description Rationale Schizophrenia is associated with impairments in cognitive functioning yet there are no approved drugs to treat these deficits. Objectives Based on animal models, we investigated the potential for roflumilast, a selective inhibitor of phosphodiesterase type 4 (PDE4), to improve cognition, which may act by increasing intracellular cyclic adenosine monophosphate in brain regions underlying cognitive deficits in schizophrenia. Methods This study consisted of a randomised, double-blind, placebo-controlled, crossover design involving 15 schizophrenia patients. In 3 treatment periods, patients were given 8 days of placebo or one of the two doses of roflumilast (100 and 250 μg daily) with 14 days of washout between treatments. The primary endpoints were dorsolateral prefrontal cortex (DLPFC) activation during a visuospatial working memory task measured with fMRI on dosing day 8 and verbal memory and working memory performance change from baseline to day 8. Least square mean change scores were calculated for behavioural outcomes; fMRI data were analysed in SPM12 with bilateral DLPFC as regions of interest. Results Verbal memory was significantly improved under 250 μg roflumilast (effect size (ES) = 0.77) compared to placebo. fMRI analyses revealed that increasing dose of roflumilast was associated with reduction of bilateral DLPFC activation during working memory compared to placebo, although this was not statistically significant (ES = 0.31 for the higher dose). Working memory was not improved (ES = 0.03). Conclusions Results support the mechanistic validation of potential novel strategies for improving cognitive dysfunction in schizophrenia and suggest that PDE4 inhibition may be beneficial for cognitive dysfunction in schizophrenia. Trial registration NCT02079844 .
doi_str_mv 10.1007/s00213-018-5134-y
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Objectives Based on animal models, we investigated the potential for roflumilast, a selective inhibitor of phosphodiesterase type 4 (PDE4), to improve cognition, which may act by increasing intracellular cyclic adenosine monophosphate in brain regions underlying cognitive deficits in schizophrenia. Methods This study consisted of a randomised, double-blind, placebo-controlled, crossover design involving 15 schizophrenia patients. In 3 treatment periods, patients were given 8 days of placebo or one of the two doses of roflumilast (100 and 250 μg daily) with 14 days of washout between treatments. The primary endpoints were dorsolateral prefrontal cortex (DLPFC) activation during a visuospatial working memory task measured with fMRI on dosing day 8 and verbal memory and working memory performance change from baseline to day 8. Least square mean change scores were calculated for behavioural outcomes; fMRI data were analysed in SPM12 with bilateral DLPFC as regions of interest. Results Verbal memory was significantly improved under 250 μg roflumilast (effect size (ES) = 0.77) compared to placebo. fMRI analyses revealed that increasing dose of roflumilast was associated with reduction of bilateral DLPFC activation during working memory compared to placebo, although this was not statistically significant (ES = 0.31 for the higher dose). Working memory was not improved (ES = 0.03). Conclusions Results support the mechanistic validation of potential novel strategies for improving cognitive dysfunction in schizophrenia and suggest that PDE4 inhibition may be beneficial for cognitive dysfunction in schizophrenia. Trial registration NCT02079844 .</description><identifier>ISSN: 0033-3158</identifier><identifier>EISSN: 1432-2072</identifier><identifier>DOI: 10.1007/s00213-018-5134-y</identifier><identifier>PMID: 30536081</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Activation ; Adult ; Aminopyridines - pharmacology ; AMP ; Analysis ; Animal models ; Animals ; Behavior ; Benzamides - pharmacology ; Biomedical and Life Sciences ; Biomedicine ; Brain ; Brain - drug effects ; Brain mapping ; Cognition - drug effects ; Cognition Disorders - drug therapy ; Cognition Disorders - physiopathology ; Cognitive ability ; Control ; Cross-Over Studies ; Crossovers ; Cyclic AMP ; Cyclopropanes - pharmacology ; Data processing ; Dosage ; Dosage and administration ; Double-Blind Method ; Double-blind studies ; Drug therapy ; Episodic memory ; Female ; Functional magnetic resonance imaging ; Humans ; Language ; Male ; Memory ; Memory tasks ; Memory, Episodic ; Memory, Short-Term - drug effects ; Mental disorders ; Mental task performance ; Middle Aged ; Neurosciences ; Original Investigation ; Patient outcomes ; Patients ; Pharmacology/Toxicology ; Phosphodiesterase ; Phosphodiesterase 4 Inhibitors - pharmacology ; Phosphodiesterases ; Placebos ; Prefrontal cortex ; Prefrontal Cortex - drug effects ; Psychiatry ; Psychological aspects ; Roflumilast ; Schizophrenia ; Schizophrenia - drug therapy ; Schizophrenia - physiopathology ; Schizophrenics ; Short term memory ; Spatial memory ; Statistical analysis</subject><ispartof>Psychopharmacology, 2021-05, Vol.238 (5), p.1279-1289</ispartof><rights>The Author(s) 2018</rights><rights>COPYRIGHT 2021 Springer</rights><rights>Psychopharmacology is a copyright of Springer, (2018). All Rights Reserved. © 2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). 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Objectives Based on animal models, we investigated the potential for roflumilast, a selective inhibitor of phosphodiesterase type 4 (PDE4), to improve cognition, which may act by increasing intracellular cyclic adenosine monophosphate in brain regions underlying cognitive deficits in schizophrenia. Methods This study consisted of a randomised, double-blind, placebo-controlled, crossover design involving 15 schizophrenia patients. In 3 treatment periods, patients were given 8 days of placebo or one of the two doses of roflumilast (100 and 250 μg daily) with 14 days of washout between treatments. The primary endpoints were dorsolateral prefrontal cortex (DLPFC) activation during a visuospatial working memory task measured with fMRI on dosing day 8 and verbal memory and working memory performance change from baseline to day 8. Least square mean change scores were calculated for behavioural outcomes; fMRI data were analysed in SPM12 with bilateral DLPFC as regions of interest. Results Verbal memory was significantly improved under 250 μg roflumilast (effect size (ES) = 0.77) compared to placebo. fMRI analyses revealed that increasing dose of roflumilast was associated with reduction of bilateral DLPFC activation during working memory compared to placebo, although this was not statistically significant (ES = 0.31 for the higher dose). Working memory was not improved (ES = 0.03). Conclusions Results support the mechanistic validation of potential novel strategies for improving cognitive dysfunction in schizophrenia and suggest that PDE4 inhibition may be beneficial for cognitive dysfunction in schizophrenia. 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drug effects</subject><subject>Mental disorders</subject><subject>Mental task performance</subject><subject>Middle Aged</subject><subject>Neurosciences</subject><subject>Original Investigation</subject><subject>Patient outcomes</subject><subject>Patients</subject><subject>Pharmacology/Toxicology</subject><subject>Phosphodiesterase</subject><subject>Phosphodiesterase 4 Inhibitors - pharmacology</subject><subject>Phosphodiesterases</subject><subject>Placebos</subject><subject>Prefrontal cortex</subject><subject>Prefrontal Cortex - drug effects</subject><subject>Psychiatry</subject><subject>Psychological aspects</subject><subject>Roflumilast</subject><subject>Schizophrenia</subject><subject>Schizophrenia - drug therapy</subject><subject>Schizophrenia - physiopathology</subject><subject>Schizophrenics</subject><subject>Short term memory</subject><subject>Spatial memory</subject><subject>Statistical analysis</subject><issn>0033-3158</issn><issn>1432-2072</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9ks1u1DAUhSMEokPhAdggS2xYNMU_ceLZII0q_qRKbGBtOc7N5JaMHWynEJ6Ix8SjGUqLAFuWJfvcz_bxKYqnjJ4zSpuXkVLOREmZKiUTVbncK1asErzktOH3ixWlQpSCSXVSPIrxiuZWqephcSKoFDVVbFX82DgC3yYIuAOXzEh20KFFBySmuVuI70kagEyDj3l0CDFBMBHKiqAbsMXkwxkJvh_nHY4mpjPiHfnqw2d02wzb-bCUAUaToCNtMOiIsQmvMS3EuI7AhDFj7VGaoSTaAb_7aQjg0JDJJMw3i4-LB70ZIzw5zqfFpzevP168Ky8_vH1_sbksraxlKoVVnFHVMitUBcJYJqQQ0EqgooO-l3VlJYcWrGnUWtlW2grWRtGubyRrlTgtXh2409xmL2w-O5hRT9kgExbtDeq7Ow4HvfXXWtGai5plwIsjIPgvc_ZL7zBaGEfjwM9RcyYla_L30Sx9_of0ys_B5edpLlld00bJ5r8qJgUToua3WFszgkbX-3w7uz9ab2q5riSv-Z51_hdV7h3s0HoHPeb1OwXsUGCDjzFAf-MEo3ofQn0Ioc4h1PsQ6iXXPLtt4U3Fr9RlAT8IYt5yWwi_X_Rv6k-4zesL</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>Gilleen, James</creator><creator>Farah, Yakub</creator><creator>Davison, Cate</creator><creator>Kerins, Sarah</creator><creator>Valdearenas, Lorena</creator><creator>Uz, Tolga</creator><creator>Lahu, Gez</creator><creator>Tsai, Max</creator><creator>Ogrinc, Frank</creator><creator>Reichenberg, Avi</creator><creator>Williams, Steve C.</creator><creator>Mehta, Mitul A.</creator><creator>Shergill, Sukhi S.</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QG</scope><scope>7QR</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8FD</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1095-9058</orcidid></search><sort><creationdate>20210501</creationdate><title>An experimental medicine study of the phosphodiesterase-4 inhibitor, roflumilast, on working memory-related brain activity and episodic memory in schizophrenia patients</title><author>Gilleen, James ; Farah, Yakub ; Davison, Cate ; Kerins, Sarah ; Valdearenas, Lorena ; Uz, Tolga ; Lahu, Gez ; Tsai, Max ; Ogrinc, Frank ; Reichenberg, Avi ; Williams, Steve C. ; Mehta, Mitul A. ; Shergill, Sukhi S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c565t-3c82108b1c384e3ac13533eb5e03deff564c52ebeca7898cb5c4e9a80df751b83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Activation</topic><topic>Adult</topic><topic>Aminopyridines - pharmacology</topic><topic>AMP</topic><topic>Analysis</topic><topic>Animal models</topic><topic>Animals</topic><topic>Behavior</topic><topic>Benzamides - pharmacology</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Brain</topic><topic>Brain - drug effects</topic><topic>Brain mapping</topic><topic>Cognition - drug effects</topic><topic>Cognition Disorders - drug therapy</topic><topic>Cognition Disorders - physiopathology</topic><topic>Cognitive ability</topic><topic>Control</topic><topic>Cross-Over Studies</topic><topic>Crossovers</topic><topic>Cyclic AMP</topic><topic>Cyclopropanes - pharmacology</topic><topic>Data processing</topic><topic>Dosage</topic><topic>Dosage and administration</topic><topic>Double-Blind Method</topic><topic>Double-blind studies</topic><topic>Drug therapy</topic><topic>Episodic memory</topic><topic>Female</topic><topic>Functional magnetic resonance imaging</topic><topic>Humans</topic><topic>Language</topic><topic>Male</topic><topic>Memory</topic><topic>Memory tasks</topic><topic>Memory, Episodic</topic><topic>Memory, Short-Term - drug effects</topic><topic>Mental disorders</topic><topic>Mental task performance</topic><topic>Middle Aged</topic><topic>Neurosciences</topic><topic>Original Investigation</topic><topic>Patient outcomes</topic><topic>Patients</topic><topic>Pharmacology/Toxicology</topic><topic>Phosphodiesterase</topic><topic>Phosphodiesterase 4 Inhibitors - pharmacology</topic><topic>Phosphodiesterases</topic><topic>Placebos</topic><topic>Prefrontal cortex</topic><topic>Prefrontal Cortex - drug effects</topic><topic>Psychiatry</topic><topic>Psychological aspects</topic><topic>Roflumilast</topic><topic>Schizophrenia</topic><topic>Schizophrenia - drug therapy</topic><topic>Schizophrenia - physiopathology</topic><topic>Schizophrenics</topic><topic>Short term memory</topic><topic>Spatial memory</topic><topic>Statistical analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gilleen, James</creatorcontrib><creatorcontrib>Farah, Yakub</creatorcontrib><creatorcontrib>Davison, Cate</creatorcontrib><creatorcontrib>Kerins, Sarah</creatorcontrib><creatorcontrib>Valdearenas, Lorena</creatorcontrib><creatorcontrib>Uz, Tolga</creatorcontrib><creatorcontrib>Lahu, Gez</creatorcontrib><creatorcontrib>Tsai, Max</creatorcontrib><creatorcontrib>Ogrinc, Frank</creatorcontrib><creatorcontrib>Reichenberg, Avi</creatorcontrib><creatorcontrib>Williams, Steve C.</creatorcontrib><creatorcontrib>Mehta, Mitul A.</creatorcontrib><creatorcontrib>Shergill, Sukhi S.</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Nursing &amp; Allied Health Database</collection><collection>Neurosciences Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Psychopharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gilleen, James</au><au>Farah, Yakub</au><au>Davison, Cate</au><au>Kerins, Sarah</au><au>Valdearenas, Lorena</au><au>Uz, Tolga</au><au>Lahu, Gez</au><au>Tsai, Max</au><au>Ogrinc, Frank</au><au>Reichenberg, Avi</au><au>Williams, Steve C.</au><au>Mehta, Mitul A.</au><au>Shergill, Sukhi S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An experimental medicine study of the phosphodiesterase-4 inhibitor, roflumilast, on working memory-related brain activity and episodic memory in schizophrenia patients</atitle><jtitle>Psychopharmacology</jtitle><stitle>Psychopharmacology</stitle><addtitle>Psychopharmacology (Berl)</addtitle><date>2021-05-01</date><risdate>2021</risdate><volume>238</volume><issue>5</issue><spage>1279</spage><epage>1289</epage><pages>1279-1289</pages><issn>0033-3158</issn><eissn>1432-2072</eissn><abstract>Rationale Schizophrenia is associated with impairments in cognitive functioning yet there are no approved drugs to treat these deficits. Objectives Based on animal models, we investigated the potential for roflumilast, a selective inhibitor of phosphodiesterase type 4 (PDE4), to improve cognition, which may act by increasing intracellular cyclic adenosine monophosphate in brain regions underlying cognitive deficits in schizophrenia. Methods This study consisted of a randomised, double-blind, placebo-controlled, crossover design involving 15 schizophrenia patients. In 3 treatment periods, patients were given 8 days of placebo or one of the two doses of roflumilast (100 and 250 μg daily) with 14 days of washout between treatments. The primary endpoints were dorsolateral prefrontal cortex (DLPFC) activation during a visuospatial working memory task measured with fMRI on dosing day 8 and verbal memory and working memory performance change from baseline to day 8. Least square mean change scores were calculated for behavioural outcomes; fMRI data were analysed in SPM12 with bilateral DLPFC as regions of interest. Results Verbal memory was significantly improved under 250 μg roflumilast (effect size (ES) = 0.77) compared to placebo. fMRI analyses revealed that increasing dose of roflumilast was associated with reduction of bilateral DLPFC activation during working memory compared to placebo, although this was not statistically significant (ES = 0.31 for the higher dose). Working memory was not improved (ES = 0.03). Conclusions Results support the mechanistic validation of potential novel strategies for improving cognitive dysfunction in schizophrenia and suggest that PDE4 inhibition may be beneficial for cognitive dysfunction in schizophrenia. Trial registration NCT02079844 .</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>30536081</pmid><doi>10.1007/s00213-018-5134-y</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-1095-9058</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; SpringerLink Journals - AutoHoldings
subjects Activation
Adult
Aminopyridines - pharmacology
AMP
Analysis
Animal models
Animals
Behavior
Benzamides - pharmacology
Biomedical and Life Sciences
Biomedicine
Brain
Brain - drug effects
Brain mapping
Cognition - drug effects
Cognition Disorders - drug therapy
Cognition Disorders - physiopathology
Cognitive ability
Control
Cross-Over Studies
Crossovers
Cyclic AMP
Cyclopropanes - pharmacology
Data processing
Dosage
Dosage and administration
Double-Blind Method
Double-blind studies
Drug therapy
Episodic memory
Female
Functional magnetic resonance imaging
Humans
Language
Male
Memory
Memory tasks
Memory, Episodic
Memory, Short-Term - drug effects
Mental disorders
Mental task performance
Middle Aged
Neurosciences
Original Investigation
Patient outcomes
Patients
Pharmacology/Toxicology
Phosphodiesterase
Phosphodiesterase 4 Inhibitors - pharmacology
Phosphodiesterases
Placebos
Prefrontal cortex
Prefrontal Cortex - drug effects
Psychiatry
Psychological aspects
Roflumilast
Schizophrenia
Schizophrenia - drug therapy
Schizophrenia - physiopathology
Schizophrenics
Short term memory
Spatial memory
Statistical analysis
title An experimental medicine study of the phosphodiesterase-4 inhibitor, roflumilast, on working memory-related brain activity and episodic memory in schizophrenia patients
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-16T18%3A40%3A55IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=An%20experimental%20medicine%20study%20of%20the%20phosphodiesterase-4%20inhibitor,%20roflumilast,%20on%20working%20memory-related%20brain%20activity%20and%20episodic%20memory%20in%20schizophrenia%20patients&rft.jtitle=Psychopharmacology&rft.au=Gilleen,%20James&rft.date=2021-05-01&rft.volume=238&rft.issue=5&rft.spage=1279&rft.epage=1289&rft.pages=1279-1289&rft.issn=0033-3158&rft.eissn=1432-2072&rft_id=info:doi/10.1007/s00213-018-5134-y&rft_dat=%3Cgale_pubme%3EA659452627%3C/gale_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2153133620&rft_id=info:pmid/30536081&rft_galeid=A659452627&rfr_iscdi=true