Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease

Background Alzheimer’s disease (AD) is defined by widespread accumulation of Ab plaques and phospho‐tau neurofibrillary tangles throughout the brain, with the latter following a stereotypical hierarchical spatiotemporal pattern along neural networks. These AD neuropathological changes are accompanie...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Alzheimer's & dementia 2023-12, Vol.19 (S13), p.n/a
Hauptverfasser: Serrano‐Pozo, Alberto, Li, Zhaozhi, Woodbury, Maya E., Muñoz‐Castro, Clara, Wachter, Astrid, Jayakumar, Rojashree, Bryant, Annie G, Noori, Ayush, Welikovitch, Lindsay A., Hu, Miwei, Lin, Gen, Pastika, Timothy, Tamm, Joseph A., Abdourahman, Aicha, Kwon, Taekyung, Bennett, Rachel E, Talanian, Robert V., Biber, Knut, Karran, Eric H, Hyman, Bradley T., Das, Sudeshna
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page n/a
container_issue S13
container_start_page
container_title Alzheimer's & dementia
container_volume 19
creator Serrano‐Pozo, Alberto
Li, Zhaozhi
Woodbury, Maya E.
Muñoz‐Castro, Clara
Wachter, Astrid
Jayakumar, Rojashree
Bryant, Annie G
Noori, Ayush
Welikovitch, Lindsay A.
Hu, Miwei
Lin, Gen
Pastika, Timothy
Tamm, Joseph A.
Abdourahman, Aicha
Kwon, Taekyung
Bennett, Rachel E
Talanian, Robert V.
Biber, Knut
Karran, Eric H
Hyman, Bradley T.
Das, Sudeshna
description Background Alzheimer’s disease (AD) is defined by widespread accumulation of Ab plaques and phospho‐tau neurofibrillary tangles throughout the brain, with the latter following a stereotypical hierarchical spatiotemporal pattern along neural networks. These AD neuropathological changes are accompanied by a dramatic loss of synapses and neurons as well as prominent morphological and functional changes of astrocytes, collectively termed reactive astrogliosis. Astrocytes also play a critical role in maintaining brain homeostasis. However, their changes along the spatiotemporal progression of AD neuropathology remain largely unknown. To investigate these astrocyte changes, we performed single‐nucleus RNA‐sequencing on 5 brain regions along the stereotypical progression of AD neuropathology from 32 donors representing the entire normal aging‐severe AD spectrum. Method Nuclei were isolated from five brain areas of n = 32 donors with increasing AD neuropathology (total n = 160 samples). The five brain areas were chosen based on their hierarchical accumulation of tau pathology: entorhinal cortex (EC)> inferior temporal gyrus (BA20) > dorsolateral prefrontal cortex (BA46) > secondary visual cortex (V2 or BA18/19) > primary visual cortex (V1 or BA17). To enrich in astrocytic nuclei, NEUN+ and OLIG2+ nuclei were separated via FACS, whereas NEUN‐/OLIG2‐ nuclei (including astrocytes) were subjected to snRNA‐seq resulting in a transcriptomic dataset of 629,755 astrocyte nuclei, which were subsequently examined for common and region‐specific AD related changes. Result We discovered temporal gene‐expression‐trajectories with gene sets differentially activated at various disease stages. Surprisingly, a gene set enriched in proteostasis (genes encoding heat shock proteins) and energy metabolism (e.g., ATP synthases) was upregulated at late‐stage but unexpectedly returned to baseline levels at end‐stage, suggesting exhaustion of response in “burnt‐out” astrocytes. The spatial gene‐expression‐trajectories revealed that genes related to tripartite synapses (e.g., GLUL, GRIA2, NRXN1, SLC1A2) are dysregulated in parallel to the stereotypical progression of tangle pathology across regions. In addition, we identified substantial astrocyte heterogeneity across brain regions with a continuum from homeostatic to reactive cells through “intermediate” transitional states. Conclusion Our astrocyte snRNA‐seq dataset encompassing five regions of control and AD brains revealed distinct spat
doi_str_mv 10.1002/alz.075148
format Article
fullrecord <record><control><sourceid>wiley_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1002_alz_075148</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>ALZ075148</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1138-c1f8dada03ef4346a6a4173dd731dcc90f1fe19082a4f1c49808c4bc55b4f6e63</originalsourceid><addsrcrecordid>eNp9kL1OwzAUhS0EEuVn4Qk8I7X4JnbijFHFn1SJBRYGIte5bo2SOPK1hNqJ1-D1eBKKWjGy3HOH75zhY-wKxAyEyG5Mt52JUoHUR2wCSmVTlZXV8d9fiFN2RvQuhBQa1IS91ZRisJuEPEUzkI1-TKH3ltu1GVZI3HRhWPG0Rk6jST4k7McQTcfHGFYRiXwYeHC87rZr9D3G788v4q0nNIQX7MSZjvDykOfs5e72ef4wXTzdP87rxdQC5Hp3nW5Na0SOTuayMIWRUOZtW-bQWlsJBw6hEjoz0oGVlRbayqVVaildgUV-zq73uzYGooiuGaPvTdw0IJpfM83OTLM3s4NhD3_4Djf_kE29eD10fgBPn2mZ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease</title><source>Wiley Online Library Journals Frontfile Complete</source><creator>Serrano‐Pozo, Alberto ; Li, Zhaozhi ; Woodbury, Maya E. ; Muñoz‐Castro, Clara ; Wachter, Astrid ; Jayakumar, Rojashree ; Bryant, Annie G ; Noori, Ayush ; Welikovitch, Lindsay A. ; Hu, Miwei ; Lin, Gen ; Pastika, Timothy ; Tamm, Joseph A. ; Abdourahman, Aicha ; Kwon, Taekyung ; Bennett, Rachel E ; Talanian, Robert V. ; Biber, Knut ; Karran, Eric H ; Hyman, Bradley T. ; Das, Sudeshna</creator><creatorcontrib>Serrano‐Pozo, Alberto ; Li, Zhaozhi ; Woodbury, Maya E. ; Muñoz‐Castro, Clara ; Wachter, Astrid ; Jayakumar, Rojashree ; Bryant, Annie G ; Noori, Ayush ; Welikovitch, Lindsay A. ; Hu, Miwei ; Lin, Gen ; Pastika, Timothy ; Tamm, Joseph A. ; Abdourahman, Aicha ; Kwon, Taekyung ; Bennett, Rachel E ; Talanian, Robert V. ; Biber, Knut ; Karran, Eric H ; Hyman, Bradley T. ; Das, Sudeshna</creatorcontrib><description>Background Alzheimer’s disease (AD) is defined by widespread accumulation of Ab plaques and phospho‐tau neurofibrillary tangles throughout the brain, with the latter following a stereotypical hierarchical spatiotemporal pattern along neural networks. These AD neuropathological changes are accompanied by a dramatic loss of synapses and neurons as well as prominent morphological and functional changes of astrocytes, collectively termed reactive astrogliosis. Astrocytes also play a critical role in maintaining brain homeostasis. However, their changes along the spatiotemporal progression of AD neuropathology remain largely unknown. To investigate these astrocyte changes, we performed single‐nucleus RNA‐sequencing on 5 brain regions along the stereotypical progression of AD neuropathology from 32 donors representing the entire normal aging‐severe AD spectrum. Method Nuclei were isolated from five brain areas of n = 32 donors with increasing AD neuropathology (total n = 160 samples). The five brain areas were chosen based on their hierarchical accumulation of tau pathology: entorhinal cortex (EC)&gt; inferior temporal gyrus (BA20) &gt; dorsolateral prefrontal cortex (BA46) &gt; secondary visual cortex (V2 or BA18/19) &gt; primary visual cortex (V1 or BA17). To enrich in astrocytic nuclei, NEUN+ and OLIG2+ nuclei were separated via FACS, whereas NEUN‐/OLIG2‐ nuclei (including astrocytes) were subjected to snRNA‐seq resulting in a transcriptomic dataset of 629,755 astrocyte nuclei, which were subsequently examined for common and region‐specific AD related changes. Result We discovered temporal gene‐expression‐trajectories with gene sets differentially activated at various disease stages. Surprisingly, a gene set enriched in proteostasis (genes encoding heat shock proteins) and energy metabolism (e.g., ATP synthases) was upregulated at late‐stage but unexpectedly returned to baseline levels at end‐stage, suggesting exhaustion of response in “burnt‐out” astrocytes. The spatial gene‐expression‐trajectories revealed that genes related to tripartite synapses (e.g., GLUL, GRIA2, NRXN1, SLC1A2) are dysregulated in parallel to the stereotypical progression of tangle pathology across regions. In addition, we identified substantial astrocyte heterogeneity across brain regions with a continuum from homeostatic to reactive cells through “intermediate” transitional states. Conclusion Our astrocyte snRNA‐seq dataset encompassing five regions of control and AD brains revealed distinct spatial and temporal gene trajectories, suggesting complex astrocytic dysfunction with AD progression.</description><identifier>ISSN: 1552-5260</identifier><identifier>EISSN: 1552-5279</identifier><identifier>DOI: 10.1002/alz.075148</identifier><language>eng</language><ispartof>Alzheimer's &amp; dementia, 2023-12, Vol.19 (S13), p.n/a</ispartof><rights>2023 the Alzheimer's Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Falz.075148$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Falz.075148$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Serrano‐Pozo, Alberto</creatorcontrib><creatorcontrib>Li, Zhaozhi</creatorcontrib><creatorcontrib>Woodbury, Maya E.</creatorcontrib><creatorcontrib>Muñoz‐Castro, Clara</creatorcontrib><creatorcontrib>Wachter, Astrid</creatorcontrib><creatorcontrib>Jayakumar, Rojashree</creatorcontrib><creatorcontrib>Bryant, Annie G</creatorcontrib><creatorcontrib>Noori, Ayush</creatorcontrib><creatorcontrib>Welikovitch, Lindsay A.</creatorcontrib><creatorcontrib>Hu, Miwei</creatorcontrib><creatorcontrib>Lin, Gen</creatorcontrib><creatorcontrib>Pastika, Timothy</creatorcontrib><creatorcontrib>Tamm, Joseph A.</creatorcontrib><creatorcontrib>Abdourahman, Aicha</creatorcontrib><creatorcontrib>Kwon, Taekyung</creatorcontrib><creatorcontrib>Bennett, Rachel E</creatorcontrib><creatorcontrib>Talanian, Robert V.</creatorcontrib><creatorcontrib>Biber, Knut</creatorcontrib><creatorcontrib>Karran, Eric H</creatorcontrib><creatorcontrib>Hyman, Bradley T.</creatorcontrib><creatorcontrib>Das, Sudeshna</creatorcontrib><title>Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease</title><title>Alzheimer's &amp; dementia</title><description>Background Alzheimer’s disease (AD) is defined by widespread accumulation of Ab plaques and phospho‐tau neurofibrillary tangles throughout the brain, with the latter following a stereotypical hierarchical spatiotemporal pattern along neural networks. These AD neuropathological changes are accompanied by a dramatic loss of synapses and neurons as well as prominent morphological and functional changes of astrocytes, collectively termed reactive astrogliosis. Astrocytes also play a critical role in maintaining brain homeostasis. However, their changes along the spatiotemporal progression of AD neuropathology remain largely unknown. To investigate these astrocyte changes, we performed single‐nucleus RNA‐sequencing on 5 brain regions along the stereotypical progression of AD neuropathology from 32 donors representing the entire normal aging‐severe AD spectrum. Method Nuclei were isolated from five brain areas of n = 32 donors with increasing AD neuropathology (total n = 160 samples). The five brain areas were chosen based on their hierarchical accumulation of tau pathology: entorhinal cortex (EC)&gt; inferior temporal gyrus (BA20) &gt; dorsolateral prefrontal cortex (BA46) &gt; secondary visual cortex (V2 or BA18/19) &gt; primary visual cortex (V1 or BA17). To enrich in astrocytic nuclei, NEUN+ and OLIG2+ nuclei were separated via FACS, whereas NEUN‐/OLIG2‐ nuclei (including astrocytes) were subjected to snRNA‐seq resulting in a transcriptomic dataset of 629,755 astrocyte nuclei, which were subsequently examined for common and region‐specific AD related changes. Result We discovered temporal gene‐expression‐trajectories with gene sets differentially activated at various disease stages. Surprisingly, a gene set enriched in proteostasis (genes encoding heat shock proteins) and energy metabolism (e.g., ATP synthases) was upregulated at late‐stage but unexpectedly returned to baseline levels at end‐stage, suggesting exhaustion of response in “burnt‐out” astrocytes. The spatial gene‐expression‐trajectories revealed that genes related to tripartite synapses (e.g., GLUL, GRIA2, NRXN1, SLC1A2) are dysregulated in parallel to the stereotypical progression of tangle pathology across regions. In addition, we identified substantial astrocyte heterogeneity across brain regions with a continuum from homeostatic to reactive cells through “intermediate” transitional states. Conclusion Our astrocyte snRNA‐seq dataset encompassing five regions of control and AD brains revealed distinct spatial and temporal gene trajectories, suggesting complex astrocytic dysfunction with AD progression.</description><issn>1552-5260</issn><issn>1552-5279</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kL1OwzAUhS0EEuVn4Qk8I7X4JnbijFHFn1SJBRYGIte5bo2SOPK1hNqJ1-D1eBKKWjGy3HOH75zhY-wKxAyEyG5Mt52JUoHUR2wCSmVTlZXV8d9fiFN2RvQuhBQa1IS91ZRisJuEPEUzkI1-TKH3ltu1GVZI3HRhWPG0Rk6jST4k7McQTcfHGFYRiXwYeHC87rZr9D3G788v4q0nNIQX7MSZjvDykOfs5e72ef4wXTzdP87rxdQC5Hp3nW5Na0SOTuayMIWRUOZtW-bQWlsJBw6hEjoz0oGVlRbayqVVaildgUV-zq73uzYGooiuGaPvTdw0IJpfM83OTLM3s4NhD3_4Djf_kE29eD10fgBPn2mZ</recordid><startdate>202312</startdate><enddate>202312</enddate><creator>Serrano‐Pozo, Alberto</creator><creator>Li, Zhaozhi</creator><creator>Woodbury, Maya E.</creator><creator>Muñoz‐Castro, Clara</creator><creator>Wachter, Astrid</creator><creator>Jayakumar, Rojashree</creator><creator>Bryant, Annie G</creator><creator>Noori, Ayush</creator><creator>Welikovitch, Lindsay A.</creator><creator>Hu, Miwei</creator><creator>Lin, Gen</creator><creator>Pastika, Timothy</creator><creator>Tamm, Joseph A.</creator><creator>Abdourahman, Aicha</creator><creator>Kwon, Taekyung</creator><creator>Bennett, Rachel E</creator><creator>Talanian, Robert V.</creator><creator>Biber, Knut</creator><creator>Karran, Eric H</creator><creator>Hyman, Bradley T.</creator><creator>Das, Sudeshna</creator><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>202312</creationdate><title>Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease</title><author>Serrano‐Pozo, Alberto ; Li, Zhaozhi ; Woodbury, Maya E. ; Muñoz‐Castro, Clara ; Wachter, Astrid ; Jayakumar, Rojashree ; Bryant, Annie G ; Noori, Ayush ; Welikovitch, Lindsay A. ; Hu, Miwei ; Lin, Gen ; Pastika, Timothy ; Tamm, Joseph A. ; Abdourahman, Aicha ; Kwon, Taekyung ; Bennett, Rachel E ; Talanian, Robert V. ; Biber, Knut ; Karran, Eric H ; Hyman, Bradley T. ; Das, Sudeshna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1138-c1f8dada03ef4346a6a4173dd731dcc90f1fe19082a4f1c49808c4bc55b4f6e63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Serrano‐Pozo, Alberto</creatorcontrib><creatorcontrib>Li, Zhaozhi</creatorcontrib><creatorcontrib>Woodbury, Maya E.</creatorcontrib><creatorcontrib>Muñoz‐Castro, Clara</creatorcontrib><creatorcontrib>Wachter, Astrid</creatorcontrib><creatorcontrib>Jayakumar, Rojashree</creatorcontrib><creatorcontrib>Bryant, Annie G</creatorcontrib><creatorcontrib>Noori, Ayush</creatorcontrib><creatorcontrib>Welikovitch, Lindsay A.</creatorcontrib><creatorcontrib>Hu, Miwei</creatorcontrib><creatorcontrib>Lin, Gen</creatorcontrib><creatorcontrib>Pastika, Timothy</creatorcontrib><creatorcontrib>Tamm, Joseph A.</creatorcontrib><creatorcontrib>Abdourahman, Aicha</creatorcontrib><creatorcontrib>Kwon, Taekyung</creatorcontrib><creatorcontrib>Bennett, Rachel E</creatorcontrib><creatorcontrib>Talanian, Robert V.</creatorcontrib><creatorcontrib>Biber, Knut</creatorcontrib><creatorcontrib>Karran, Eric H</creatorcontrib><creatorcontrib>Hyman, Bradley T.</creatorcontrib><creatorcontrib>Das, Sudeshna</creatorcontrib><collection>CrossRef</collection><jtitle>Alzheimer's &amp; dementia</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Serrano‐Pozo, Alberto</au><au>Li, Zhaozhi</au><au>Woodbury, Maya E.</au><au>Muñoz‐Castro, Clara</au><au>Wachter, Astrid</au><au>Jayakumar, Rojashree</au><au>Bryant, Annie G</au><au>Noori, Ayush</au><au>Welikovitch, Lindsay A.</au><au>Hu, Miwei</au><au>Lin, Gen</au><au>Pastika, Timothy</au><au>Tamm, Joseph A.</au><au>Abdourahman, Aicha</au><au>Kwon, Taekyung</au><au>Bennett, Rachel E</au><au>Talanian, Robert V.</au><au>Biber, Knut</au><au>Karran, Eric H</au><au>Hyman, Bradley T.</au><au>Das, Sudeshna</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease</atitle><jtitle>Alzheimer's &amp; dementia</jtitle><date>2023-12</date><risdate>2023</risdate><volume>19</volume><issue>S13</issue><epage>n/a</epage><issn>1552-5260</issn><eissn>1552-5279</eissn><abstract>Background Alzheimer’s disease (AD) is defined by widespread accumulation of Ab plaques and phospho‐tau neurofibrillary tangles throughout the brain, with the latter following a stereotypical hierarchical spatiotemporal pattern along neural networks. These AD neuropathological changes are accompanied by a dramatic loss of synapses and neurons as well as prominent morphological and functional changes of astrocytes, collectively termed reactive astrogliosis. Astrocytes also play a critical role in maintaining brain homeostasis. However, their changes along the spatiotemporal progression of AD neuropathology remain largely unknown. To investigate these astrocyte changes, we performed single‐nucleus RNA‐sequencing on 5 brain regions along the stereotypical progression of AD neuropathology from 32 donors representing the entire normal aging‐severe AD spectrum. Method Nuclei were isolated from five brain areas of n = 32 donors with increasing AD neuropathology (total n = 160 samples). The five brain areas were chosen based on their hierarchical accumulation of tau pathology: entorhinal cortex (EC)&gt; inferior temporal gyrus (BA20) &gt; dorsolateral prefrontal cortex (BA46) &gt; secondary visual cortex (V2 or BA18/19) &gt; primary visual cortex (V1 or BA17). To enrich in astrocytic nuclei, NEUN+ and OLIG2+ nuclei were separated via FACS, whereas NEUN‐/OLIG2‐ nuclei (including astrocytes) were subjected to snRNA‐seq resulting in a transcriptomic dataset of 629,755 astrocyte nuclei, which were subsequently examined for common and region‐specific AD related changes. Result We discovered temporal gene‐expression‐trajectories with gene sets differentially activated at various disease stages. Surprisingly, a gene set enriched in proteostasis (genes encoding heat shock proteins) and energy metabolism (e.g., ATP synthases) was upregulated at late‐stage but unexpectedly returned to baseline levels at end‐stage, suggesting exhaustion of response in “burnt‐out” astrocytes. The spatial gene‐expression‐trajectories revealed that genes related to tripartite synapses (e.g., GLUL, GRIA2, NRXN1, SLC1A2) are dysregulated in parallel to the stereotypical progression of tangle pathology across regions. In addition, we identified substantial astrocyte heterogeneity across brain regions with a continuum from homeostatic to reactive cells through “intermediate” transitional states. Conclusion Our astrocyte snRNA‐seq dataset encompassing five regions of control and AD brains revealed distinct spatial and temporal gene trajectories, suggesting complex astrocytic dysfunction with AD progression.</abstract><doi>10.1002/alz.075148</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1552-5260
ispartof Alzheimer's & dementia, 2023-12, Vol.19 (S13), p.n/a
issn 1552-5260
1552-5279
language eng
recordid cdi_crossref_primary_10_1002_alz_075148
source Wiley Online Library Journals Frontfile Complete
title Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s disease
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-18T14%3A00%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-wiley_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Astrocyte%20transcriptomic%20changes%20along%20the%20spatiotemporal%20progression%20of%20Alzheimer%E2%80%99s%20disease&rft.jtitle=Alzheimer's%20&%20dementia&rft.au=Serrano%E2%80%90Pozo,%20Alberto&rft.date=2023-12&rft.volume=19&rft.issue=S13&rft.epage=n/a&rft.issn=1552-5260&rft.eissn=1552-5279&rft_id=info:doi/10.1002/alz.075148&rft_dat=%3Cwiley_cross%3EALZ075148%3C/wiley_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true