Biological and functional multimorbidity—from mechanisms to management
Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific...
Saved in:
Published in | Nature medicine Vol. 29; no. 7; pp. 1649 - 1657 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
Nature Publishing Group US
01.07.2023
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
ISSN | 1078-8956 1546-170X 1546-170X |
DOI | 10.1038/s41591-023-02420-6 |
Cover
Abstract | Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization—with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence—beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)—can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity—and provides efficient, joined-up services for patients.
Multimorbidity is increasing globally, and addressing it requires a shift in the prevailing clinical, educational and scientific thinking. This Review discusses emerging mechanisms, research challenges and the implications for patients and healthcare systems. |
---|---|
AbstractList | Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization-with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence-beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)-can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity-and provides efficient, joined-up services for patients.Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization-with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence-beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)-can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity-and provides efficient, joined-up services for patients. Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization-with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence-beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)-can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity-and provides efficient, joined-up services for patients. Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization—with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence—beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)—can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity—and provides efficient, joined-up services for patients. Multimorbidity is increasing globally, and addressing it requires a shift in the prevailing clinical, educational and scientific thinking. This Review discusses emerging mechanisms, research challenges and the implications for patients and healthcare systems. Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for patients, carers, healthcare systems and society. Addressing this challenge requires a shift in the prevailing clinical, educational and scientific thinking and organization—with a strong emphasis on the maintenance of generalist skills to balance the specialization trends of medical education and research. Multimorbidity is not a single entity but differs quantitively and qualitatively across life stages, ethnicities, sexes, socioeconomic groups and geographies. Data-driven science that quantifies the impact of disease co-occurrence—beyond the small number of currently well-studied long-term conditions (such as cardiometabolic diseases)—can help illuminate the pathological diversity of multimorbidity and identify common, mechanistically related, and prognostically relevant clusters. Broader access to data opportunities across modalities and disciplines will catalyze vertical and horizontal integration of multimorbidity research, to enable reconfiguring of medical services, clinical trials, guidelines and research in a way that accounts for the complexity of multimorbidity—and provides efficient, joined-up services for patients.Multimorbidity is increasing globally, and addressing it requires a shift in the prevailing clinical, educational and scientific thinking. This Review discusses emerging mechanisms, research challenges and the implications for patients and healthcare systems. |
Author | Langenberg, Claudia Whitty, Christopher J. M. Hingorani, Aroon D. |
Author_xml | – sequence: 1 givenname: Claudia orcidid: 0000-0002-5017-7344 surname: Langenberg fullname: Langenberg, Claudia email: claudia.langenberg@qmul.ac.uk organization: Precision Healthcare University Research Institute, Queen Mary University of London, Computational Medicine, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science – sequence: 2 givenname: Aroon D. orcidid: 0000-0001-8365-0081 surname: Hingorani fullname: Hingorani, Aroon D. organization: UCL BHF Research Accelerator, University College London, Institute of Cardiovascular Science, University College London, University College London Hospitals NIHR Biomedical Research Centre – sequence: 3 givenname: Christopher J. M. surname: Whitty fullname: Whitty, Christopher J. M. organization: Department of Health and Social Care, London School of Hygiene & Tropical Medicine |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/37464031$$D View this record in MEDLINE/PubMed |
BookMark | eNp9kc1uFiEUhomp6Z-9ARdmEjduRs8ZGGCW2tjWpImbNnFHgI_5pBmgArPozovwCr0Sab-qSRddnHBInvf8vUdkL6boCHmN8B6Byg-F4ThhDwNtwQbo-QtyiCPjPQr4ttdyELKX08gPyFEpNwBAYZz2yQEVjDOgeEguPvm0pK23eul03HTzGm31KbZvWJfqQ8rGb3y9-_3z15xT6IKz33X0JZSupi7oqLcuuFhfkZezXoo7eXyPyfXZ56vTi_7y6_mX04-XvaVirL2UBsGYSbqBA7qW4QCiDT1zOdBRmGGDHIwcQTs2G8ZRWLTWGOQzb_vSY_JuV_c2px-rK1UFX6xbFh1dWosaJJ0EnSQTDX37BL1Ja26rPVBSSmQoG_XmkVpNcBt1m33Q-U79vVEDhh1gcyolu_kfgqDujVA7I1QzQj0YoXgTySci66u-v2zN2i_PS-lOWlqfuHX5_9jPqP4AsmGcSw |
CitedBy_id | crossref_primary_10_2139_ssrn_4583667 crossref_primary_10_1038_s41467_024_51467_7 crossref_primary_10_1080_20415990_2024_2442301 crossref_primary_10_1093_inthealth_ihae082 crossref_primary_10_1016_j_metabol_2024_156126 crossref_primary_10_1007_s41666_024_00183_4 crossref_primary_10_1038_s41598_024_56638_6 crossref_primary_10_1186_s12933_025_02667_y crossref_primary_10_1016_j_apsusc_2024_160355 crossref_primary_10_1183_16000617_0123_2024 crossref_primary_10_1186_s12889_024_20631_5 crossref_primary_10_1016_j_ejps_2025_107032 crossref_primary_10_3390_jcm13144202 crossref_primary_10_1016_S2468_2667_24_00050_1 crossref_primary_10_1038_s43856_024_00563_2 crossref_primary_10_1038_s41537_024_00445_5 crossref_primary_10_1007_s41999_024_00953_8 crossref_primary_10_1038_s41591_023_02481_7 crossref_primary_10_1186_s13613_024_01330_1 crossref_primary_10_1038_s41467_024_48017_6 crossref_primary_10_1038_s42256_023_00781_8 crossref_primary_10_1186_s13098_024_01423_8 crossref_primary_10_1038_s41591_024_03038_y crossref_primary_10_1038_s41591_024_03058_8 crossref_primary_10_4110_in_2024_24_e33 crossref_primary_10_1038_s41591_024_03412_w crossref_primary_10_3324_haematol_2023_284579 crossref_primary_10_1038_s41467_024_52060_8 crossref_primary_10_14412_1996_7012_2024_4_44_53 crossref_primary_10_1186_s12933_025_02576_0 crossref_primary_10_1186_s12939_024_02324_y crossref_primary_10_1016_j_fhj_2025_100235 crossref_primary_10_1007_s10620_024_08723_z crossref_primary_10_1038_s41591_024_03164_7 crossref_primary_10_1038_s44276_024_00114_1 crossref_primary_10_1177_26335565251317940 crossref_primary_10_1038_s41591_024_03123_2 crossref_primary_10_1177_26335565241240820 crossref_primary_10_1002_gepi_22582 |
Cites_doi | 10.1136/bmjopen-2021-057017 10.1016/S0140-6736(12)60110-X 10.1136/bmj.g4164 10.1038/s41588-021-00978-w 10.1016/S2589-7500(22)00091-7 10.1038/s41591-022-02158-7 10.1056/NEJMoa054013 10.1038/d41586-020-00837-4 10.1101/2023.02.08.23285642 10.1016/S2468-2667(21)00107-9 10.1038/s41572-022-00376-4 10.1371/journal.pmed.1003679 10.1016/S0140-6736(12)60240-2 10.1016/j.phrs.2019.01.023 10.1016/S2589-7500(22)00187-X 10.1136/bmjmed-2022-000247 10.1161/CIRCULATIONAHA.116.026560 10.1038/s41574-022-00690-7 10.1093/ageing/afx201 10.1136/bmj.329.7456.15 10.1038/s41591-021-01266-0 10.1038/s41588-020-0682-6 10.1038/nrd.2018.168 10.1136/bmj.i4843 10.1182/asheducation-2016.1.323 10.1101/2023.05.23.23290408 10.1016/S2468-2667(19)30248-8 10.1093/eurheartj/ehs354 10.1371/journal.pgen.1003444 10.1101/2023.02.01.526689 10.1136/bmj.l6964 10.1038/s41467-022-31999-6 10.1038/s41591-022-02046-0 10.1016/j.mpmed.2022.02.010 10.1038/s41467-020-20885-8 10.1177/2047487318817662 10.1136/heartjnl-2022-321492 10.1177/135965350701200208 10.1038/ng.3314 10.1186/s13059-020-02252-4 10.1053/j.gastro.2018.05.022 10.1038/nrdp.2017.107 10.1371/journal.pgen.1008489 10.1038/s41569-020-0406-8 10.1126/science.abj8222 10.1038/nature12873 10.1111/j.1365-2125.2004.02067.x 10.1038/s41588-023-01327-9 10.1001/jamanetworkopen.2022.3849 10.1126/science.abj1541 10.1038/nrd4309 10.1038/s41576-019-0137-z 10.1371/journal.pgen.1004383 10.1038/s41588-020-00751-5 10.1016/S2665-9913(20)30345-3 10.1038/s42255-023-00753-7 10.1038/s41598-019-54849-w 10.1038/s42255-020-00287-2 |
ContentType | Journal Article |
Copyright | Springer Nature America, Inc. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 2023. Springer Nature America, Inc. |
Copyright_xml | – notice: Springer Nature America, Inc. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. – notice: 2023. Springer Nature America, Inc. |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 3V. 7QG 7QL 7QP 7QR 7T5 7TK 7TM 7TO 7U7 7U9 7X7 7XB 88A 88E 88I 8AO 8FD 8FE 8FH 8FI 8FJ 8FK 8G5 ABUWG AEUYN AFKRA AZQEC BBNVY BENPR BHPHI C1K CCPQU DWQXO FR3 FYUFA GHDGH GNUQQ GUQSH H94 HCIFZ K9. LK8 M0S M1P M2O M2P M7N M7P MBDVC P64 PHGZM PHGZT PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI PRINS Q9U RC3 7X8 |
DOI | 10.1038/s41591-023-02420-6 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Animal Behavior Abstracts Bacteriology Abstracts (Microbiology B) Calcium & Calcified Tissue Abstracts Chemoreception Abstracts Immunology Abstracts Neurosciences Abstracts Nucleic Acids Abstracts Oncogenes and Growth Factors Abstracts Toxicology Abstracts Virology and AIDS Abstracts Health & Medical Collection ProQuest Central (purchase pre-March 2016) Biology Database (Alumni Edition) Medical Database (Alumni Edition) Science Database (Alumni Edition) ProQuest Pharma Collection Technology Research Database ProQuest SciTech Collection ProQuest Natural Science Collection Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) Research Library (Alumni) ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central UK/Ireland ProQuest Central Essentials Biological Science Collection ProQuest Central Natural Science Collection Environmental Sciences and Pollution Management ProQuest One Community College ProQuest Central Engineering Research Database Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student ProQuest Research Library AIDS and Cancer Research Abstracts SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Biological Sciences ProQuest Health & Medical Collection Medical Database Research Library Science Database Algology Mycology and Protozoology Abstracts (Microbiology C) Biological Science Database Research Library (Corporate) Biotechnology and BioEngineering Abstracts ProQuest Central Premium ProQuest One Academic (New) ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic Genetics Abstracts MEDLINE - Academic |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Research Library Prep ProQuest Central Student Oncogenes and Growth Factors Abstracts ProQuest Central Essentials Nucleic Acids Abstracts SciTech Premium Collection ProQuest Central China Environmental Sciences and Pollution Management ProQuest One Applied & Life Sciences ProQuest One Sustainability Health Research Premium Collection Natural Science Collection Health & Medical Research Collection Biological Science Collection Chemoreception Abstracts ProQuest Central (New) ProQuest Medical Library (Alumni) Virology and AIDS Abstracts ProQuest Science Journals (Alumni Edition) ProQuest Biological Science Collection ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) Biological Science Database Neurosciences Abstracts ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts ProQuest Health & Medical Complete ProQuest One Academic UKI Edition Engineering Research Database ProQuest One Academic Calcium & Calcified Tissue Abstracts ProQuest One Academic (New) Technology Research Database ProQuest One Academic Middle East (New) ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing Research Library (Alumni Edition) ProQuest Natural Science Collection ProQuest Pharma Collection ProQuest Biology Journals (Alumni Edition) ProQuest Central ProQuest Health & Medical Research Collection Genetics Abstracts Health and Medicine Complete (Alumni Edition) ProQuest Central Korea Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) AIDS and Cancer Research Abstracts ProQuest Research Library ProQuest Central Basic Toxicology Abstracts ProQuest Science Journals ProQuest SciTech Collection ProQuest Medical Library Animal Behavior Abstracts Immunology Abstracts ProQuest Central (Alumni) MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic MEDLINE Research Library Prep |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 3 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine Biology Education |
EISSN | 1546-170X |
EndPage | 1657 |
ExternalDocumentID | 37464031 10_1038_s41591_023_02420_6 |
Genre | Research Support, Non-U.S. Gov't Journal Article Review |
GrantInformation_xml | – fundername: Department of Health – fundername: Medical Research Council grantid: MR/V033867/1 |
GroupedDBID | --- .-4 .55 .GJ 0R~ 123 1CY 29M 2FS 36B 39C 3O- 3V. 4.4 53G 5BI 5M7 5RE 5S5 70F 7X7 85S 88A 88E 88I 8AO 8FE 8FH 8FI 8FJ 8G5 8R4 8R5 AAEEF AARCD AAYOK AAYZH AAZLF ABAWZ ABCQX ABDBF ABDPE ABEFU ABJNI ABLJU ABOCM ABUWG ACBWK ACGFO ACGFS ACGOD ACIWK ACMJI ACPRK ACUHS ADBBV ADFRT AENEX AEUYN AFBBN AFKRA AFRAH AFSHS AGAYW AGCDD AGHTU AHBCP AHMBA AHOSX AHSBF AIBTJ ALFFA ALIPV ALMA_UNASSIGNED_HOLDINGS AMTXH ARMCB ASPBG AVWKF AXYYD AZFZN AZQEC B0M BBNVY BENPR BHPHI BKKNO BPHCQ BVXVI CCPQU CS3 DB5 DU5 DWQXO EAD EAP EBC EBD EBS EE. EJD EMB EMK EMOBN EPL ESX EXGXG F5P FEDTE FQGFK FSGXE FYUFA GNUQQ GUQSH GX1 HCIFZ HMCUK HVGLF HZ~ IAO IEA IH2 IHR IHW INH INR IOF IOV ISR ITC J5H L7B LGEZI LK8 LOTEE M0L M1P M2O M2P M7P MK0 N9A NADUK NNMJJ NXXTH O9- ODYON P2P PQQKQ PROAC PSQYO Q2X RIG RNS RNT RNTTT RVV SHXYY SIXXV SJN SNYQT SOJ SV3 TAE TAOOD TBHMF TDRGL TSG TUS UKHRP UQL X7M XJT YHZ ZGI ~8M AAYXX ABFSG ACMFV ACSTC AEZWR AFANA AFHIU AHWEU AIXLP ALPWD ATHPR CITATION NFIDA PHGZM PHGZT AETEA CGR CUY CVF ECM EIF NPM 7QG 7QL 7QP 7QR 7T5 7TK 7TM 7TO 7U7 7U9 7XB 8FD 8FK C1K FR3 H94 K9. M7N MBDVC P64 PJZUB PKEHL PPXIY PQEST PQGLB PQUKI PRINS Q9U RC3 7X8 PUEGO |
ID | FETCH-LOGICAL-c375t-88b10bb98e2601ebb91207154f682357b2d160b850ae4fb4617c1ccbb16f64153 |
IEDL.DBID | 7X7 |
ISSN | 1078-8956 1546-170X |
IngestDate | Fri Sep 05 05:04:18 EDT 2025 Sat Aug 23 13:06:57 EDT 2025 Thu Apr 03 07:04:51 EDT 2025 Tue Jul 01 03:53:48 EDT 2025 Thu Apr 24 23:03:40 EDT 2025 Fri Feb 21 02:37:37 EST 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 7 |
Language | English |
License | 2023. Springer Nature America, Inc. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c375t-88b10bb98e2601ebb91207154f682357b2d160b850ae4fb4617c1ccbb16f64153 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Review-3 content type line 23 |
ORCID | 0000-0002-5017-7344 0000-0001-8365-0081 |
PMID | 37464031 |
PQID | 2838881418 |
PQPubID | 33975 |
PageCount | 9 |
ParticipantIDs | proquest_miscellaneous_2839739847 proquest_journals_2838881418 pubmed_primary_37464031 crossref_primary_10_1038_s41591_023_02420_6 crossref_citationtrail_10_1038_s41591_023_02420_6 springer_journals_10_1038_s41591_023_02420_6 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2023-07-01 |
PublicationDateYYYYMMDD | 2023-07-01 |
PublicationDate_xml | – month: 07 year: 2023 text: 2023-07-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | New York |
PublicationPlace_xml | – name: New York – name: United States |
PublicationTitle | Nature medicine |
PublicationTitleAbbrev | Nat Med |
PublicationTitleAlternate | Nat Med |
PublicationYear | 2023 |
Publisher | Nature Publishing Group US Nature Publishing Group |
Publisher_xml | – name: Nature Publishing Group US – name: Nature Publishing Group |
References | Huang (CR55) 2022; 13 King, Davis, Degner (CR31) 2019; 15 Cook (CR32) 2014; 13 Kingston (CR1) 2018; 47 Ferreira (CR29) 2013; 9 Bjornevik (CR9) 2022; 375 Pietzner (CR56) 2021; 27 Suhre (CR36) 2017; 8 Harrison (CR27) 2013; 34 Giambartolomei (CR40) 2014; 10 Nelson (CR30) 2015; 47 Pietzner (CR37) 2021; 374 Zheng (CR44) 2020; 52 Ho (CR16) 2022; 12 Kuan (CR4) 2023; 5 CR7 Ho (CR11) 2022; 1 Holmes (CR51) 2014; 349 (CR28) 2012; 379 CR43 Venkatesh (CR54) 2022; 19 CR42 Skou (CR17) 2022; 8 Jensen (CR18) 2014; 5 Okada (CR25) 2014; 506 Foley (CR41) 2021; 12 Barbeira (CR46) 2021; 22 Barnett (CR6) 2012; 380 van Rheenen, Peyrot, Schork, Lee, Wray (CR20) 2019; 20 Wheeler, McHale, Jackson, Penny (CR33) 2007; 12 Bovijn, Lindgren, Holmes (CR35) 2020; 2 Whitty, Watt (CR3) 2020; 579 Tomic, Shaw, Magliano (CR58) 2022; 18 Parisinos (CR26) 2018; 155 Thygesen (CR12) 2022; 4 Wiersinga (CR14) 2018; 4 Shaw J (CR15) 2022; 50 Raisi-Estabragh (CR13) 2022; 109 CR19 Ho (CR10) 2021; 6 Cohen, Boerwinkle, Mosley, Hobbs (CR34) 2006; 354 Dale (CR53) 2017; 135 Proietti (CR57) 2020; 27 Koprulu (CR38) 2023; 5 Pushpakom (CR21) 2019; 18 Whitty (CR2) 2020; 368 Gram (CR23) 2020; 154 Surendran (CR50) 2022; 28 Folkersen (CR45) 2020; 2 Cowie, Fisher (CR22) 2020; 17 Farmer, Fenu, O’Flynn, Guthrie (CR59) 2016; 354 Pirmohamed (CR62) 2004; 329 Lotta (CR48) 2021; 53 Kivimaki (CR5) 2020; 5 Hingorani (CR24) 2019; 9 Barrio-Hernandez (CR39) 2023; 55 van Leeuwen, Ng (CR8) 2016; 2016 Dale (CR63) 2023; 29 Aronson (CR60) 2006; 56 Ferkingstad (CR47) 2021; 53 Biddinger (CR52) 2022; 5 Aronson (CR61) 2004; 57 Pietzner (CR49) 2022; 13 CJM Whitty (2420_CR2) 2020; 368 MR Nelson (2420_CR30) 2015; 47 IS Ho (2420_CR16) 2022; 12 2420_CR7 MN Shaw J (2420_CR15) 2022; 50 J Huang (2420_CR55) 2022; 13 MR Cowie (2420_CR22) 2020; 17 Y Okada (2420_CR25) 2014; 506 K Bjornevik (2420_CR9) 2022; 375 E Ferkingstad (2420_CR47) 2021; 53 CE Dale (2420_CR53) 2017; 135 CA Parisinos (2420_CR26) 2018; 155 JK Aronson (2420_CR61) 2004; 57 FE van Leeuwen (2420_CR8) 2016; 2016 Z Raisi-Estabragh (2420_CR13) 2022; 109 K Suhre (2420_CR36) 2017; 8 LA Lotta (2420_CR48) 2021; 53 IS Ho (2420_CR10) 2021; 6 JK Aronson (2420_CR60) 2006; 56 MV Holmes (2420_CR51) 2014; 349 M Pietzner (2420_CR56) 2021; 27 JC Cohen (2420_CR34) 2006; 354 L Folkersen (2420_CR45) 2020; 2 J Zheng (2420_CR44) 2020; 52 SS Venkatesh (2420_CR54) 2022; 19 J Bovijn (2420_CR35) 2020; 2 V Kuan (2420_CR4) 2023; 5 AD Hingorani (2420_CR24) 2019; 9 RC Ferreira (2420_CR29) 2013; 9 WJ Wiersinga (2420_CR14) 2018; 4 M Koprulu (2420_CR38) 2023; 5 I Barrio-Hernandez (2420_CR39) 2023; 55 W van Rheenen (2420_CR20) 2019; 20 S Pushpakom (2420_CR21) 2019; 18 AB Jensen (2420_CR18) 2014; 5 CE Dale (2420_CR63) 2023; 29 ISS Ho (2420_CR11) 2022; 1 AN Barbeira (2420_CR46) 2021; 22 D Cook (2420_CR32) 2014; 13 C Giambartolomei (2420_CR40) 2014; 10 Interleukin-6 Receptor Mendelian Randomisation Analysis Consortium et al. (2420_CR28) 2012; 379 M Proietti (2420_CR57) 2020; 27 M Pietzner (2420_CR49) 2022; 13 K Barnett (2420_CR6) 2012; 380 CN Foley (2420_CR41) 2021; 12 2420_CR43 2420_CR42 H Gram (2420_CR23) 2020; 154 CJM Whitty (2420_CR3) 2020; 579 2420_CR19 D Tomic (2420_CR58) 2022; 18 M Pietzner (2420_CR37) 2021; 374 EA King (2420_CR31) 2019; 15 KJ Biddinger (2420_CR52) 2022; 5 A Kingston (2420_CR1) 2018; 47 M Pirmohamed (2420_CR62) 2004; 329 M Kivimaki (2420_CR5) 2020; 5 ST Skou (2420_CR17) 2022; 8 P Surendran (2420_CR50) 2022; 28 J Wheeler (2420_CR33) 2007; 12 JH Thygesen (2420_CR12) 2022; 4 SC Harrison (2420_CR27) 2013; 34 C Farmer (2420_CR59) 2016; 354 |
References_xml | – volume: 380 start-page: 37 year: 2012 end-page: 43 ident: CR6 article-title: Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study publication-title: Lancet – volume: 53 start-page: 54 year: 2021 end-page: 64 ident: CR48 article-title: A cross-platform approach identifies genetic regulators of human metabolism and health publication-title: Nat. Genet. – volume: 368 start-page: l6964 year: 2020 ident: CR2 article-title: Rising to the challenge of multimorbidity publication-title: BMJ – volume: 109 start-page: 119 year: 2022 end-page: 126 ident: CR13 article-title: Cardiovascular disease and mortality sequelae of COVID-19 in the UK Biobank publication-title: Heart – volume: 5 start-page: e140 year: 2020 end-page: e149 ident: CR5 article-title: Association between socioeconomic status and the development of mental and physical health conditions in adulthood: a multi-cohort study publication-title: Lancet Public Health – volume: 57 start-page: 119 year: 2004 end-page: 120 ident: CR61 article-title: In defence of polypharmacy publication-title: Br. J. Clin. Pharm. – volume: 5 start-page: e16 year: 2023 end-page: e27 ident: CR4 article-title: Identifying and visualising multimorbidity and comorbidity patterns in patients in the English National Health Service: a population-based study publication-title: Lancet Digit. Health – volume: 4 start-page: e542 year: 2022 end-page: e557 ident: CR12 article-title: COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records publication-title: Lancet Digit. Health – volume: 22 year: 2021 ident: CR46 article-title: Exploiting the GTEx resources to decipher the mechanisms at GWAS loci publication-title: Genome Biol. – volume: 8 start-page: 48 year: 2022 ident: CR17 article-title: Multimorbidity publication-title: Nat. Rev. Dis. Prim. – volume: 17 start-page: 761 year: 2020 end-page: 772 ident: CR22 article-title: SGLT2 inhibitors: mechanisms of cardiovascular benefit beyond glycaemic control publication-title: Nat. Rev. Cardiol. – volume: 27 start-page: 471 year: 2021 end-page: 479 ident: CR56 article-title: Plasma metabolites to profile pathways in noncommunicable disease multimorbidity publication-title: Nat. Med. – volume: 506 start-page: 376 year: 2014 end-page: 381 ident: CR25 article-title: Genetics of rheumatoid arthritis contributes to biology and drug discovery publication-title: Nature – volume: 27 start-page: 633 year: 2020 end-page: 644 ident: CR57 article-title: Association between clinical risk scores and mortality in atrial fibrillation: systematic review and network meta-regression of 669,000 patients publication-title: Eur. J. Prev. Cardiol. – ident: CR42 – volume: 579 start-page: 494 year: 2020 end-page: 496 ident: CR3 article-title: Map clusters of diseases to tackle multimorbidity publication-title: Nature – volume: 13 start-page: 419 year: 2014 end-page: 431 ident: CR32 article-title: Lessons learned from the fate of AstraZeneca’s drug pipeline: a five-dimensional framework publication-title: Nat. Rev. Drug Discov. – volume: 2016 start-page: 323 year: 2016 end-page: 330 ident: CR8 article-title: Long-term risk of second malignancy and cardiovascular disease after Hodgkin lymphoma treatment publication-title: Hematology Am. Soc. Hematol. Educ. Program – volume: 375 start-page: 296 year: 2022 end-page: 301 ident: CR9 article-title: Longitudinal analysis reveals high prevalence of Epstein–Barr virus associated with multiple sclerosis publication-title: Science – ident: CR19 – volume: 34 start-page: 3707 year: 2013 end-page: 3716 ident: CR27 article-title: Interleukin-6 receptor pathways in abdominal aortic aneurysm publication-title: Eur. Heart J. – volume: 2 start-page: e658 year: 2020 end-page: e659 ident: CR35 article-title: Genetic variants mimicking therapeutic inhibition of IL-6 receptor signaling and risk of COVID-19 publication-title: Lancet Rheumatol. – volume: 9 year: 2019 ident: CR24 article-title: Improving the odds of drug development success through human genomics: modelling study publication-title: Sci. Rep. – volume: 5 year: 2014 ident: CR18 article-title: Temporal disease trajectories condensed from population-wide registry data covering 6.2 million patients publication-title: Nat. Commun. – volume: 374 start-page: eabj1541 year: 2021 ident: CR37 article-title: Mapping the proteo-genomic convergence of human diseases publication-title: Science – volume: 6 start-page: e587 year: 2021 end-page: e597 ident: CR10 article-title: Examining variation in the measurement of multimorbidity in research: a systematic review of 566 studies publication-title: Lancet Public Health – volume: 47 start-page: 856 year: 2015 end-page: 860 ident: CR30 article-title: The support of human genetic evidence for approved drug indications publication-title: Nat. Genet. – volume: 12 start-page: e057017 year: 2022 ident: CR16 article-title: Variation in the estimated prevalence of multimorbidity: systematic review and meta-analysis of 193 international studies publication-title: BMJ Open – volume: 349 start-page: g4164 year: 2014 ident: CR51 article-title: Association between alcohol and cardiovascular disease: Mendelian randomisation analysis based on individual participant data publication-title: BMJ – volume: 56 start-page: 484 year: 2006 end-page: 485 ident: CR60 article-title: Polypharmacy, appropriate and inappropriate publication-title: Br. J. Gen. Pract. – volume: 5 start-page: 516 year: 2023 end-page: 528 ident: CR38 article-title: Proteogenomic links to human metabolic diseases publication-title: Nat. Metab. – volume: 12 year: 2021 ident: CR41 article-title: A fast and efficient colocalization algorithm for identifying shared genetic risk factors across multiple traits publication-title: Nat. Commun. – volume: 135 start-page: 2373 year: 2017 end-page: 2388 ident: CR53 article-title: Causal associations of adiposity and body fat distribution with coronary heart disease, stroke subtypes and type 2 diabetes mellitus: a Mendelian randomization analysis publication-title: Circulation – volume: 4 start-page: 17107 year: 2018 ident: CR14 article-title: Melioidosis publication-title: Nat. Rev. Dis. Prim. – volume: 18 start-page: 41 year: 2019 end-page: 58 ident: CR21 article-title: Drug repurposing: progress, challenges and recommendations publication-title: Nat. Rev. Drug Discov. – ident: CR43 – volume: 13 year: 2022 ident: CR55 article-title: Genomics and phenomics of body mass index reveals a complex disease network publication-title: Nat. Commun. – volume: 12 start-page: 233 year: 2007 end-page: 245 ident: CR33 article-title: Assessing theoretical risk and benefit suggested by genetic association studies of CCR5: experience in a drug development programme for maraviroc publication-title: Antivir. Ther. – volume: 2 start-page: 1135 year: 2020 end-page: 1148 ident: CR45 article-title: Genomic and drug target evaluation of 90 cardiovascular proteins in 30,931 individuals publication-title: Nat. Metab. – volume: 50 start-page: 294 year: 2022 end-page: 297 ident: CR15 article-title: Opportunistic infections in HIV publication-title: Medicine – volume: 15 start-page: e1008489 year: 2019 ident: CR31 article-title: Are drug targets with genetic support twice as likely to be approved? Revised estimates of the impact of genetic support for drug mechanisms on the probability of drug approval publication-title: PLoS Genet. – volume: 19 start-page: e1003679 year: 2022 ident: CR54 article-title: Obesity and risk of female reproductive conditions: a Mendelian randomisation study publication-title: PLoS Med. – volume: 20 start-page: 567 year: 2019 end-page: 581 ident: CR20 article-title: Genetic correlations of polygenic disease traits: from theory to practice publication-title: Nat. Rev. Genet. – volume: 379 start-page: 1214 year: 2012 end-page: 1224 ident: CR28 article-title: The interleukin-6 receptor as a target for prevention of coronary heart disease: a mendelian randomisation analysis publication-title: Lancet – volume: 18 start-page: 525 year: 2022 end-page: 539 ident: CR58 article-title: The burden and risks of emerging complications of diabetes mellitus publication-title: Nat. Rev. Endocrinol. – volume: 154 start-page: 104139 year: 2020 ident: CR23 article-title: The long and winding road in pharmaceutical development of canakinumab from rare genetic autoinflammatory syndromes to myocardial infarction and cancer publication-title: Pharmacol. Res. – volume: 53 start-page: 1712 year: 2021 end-page: 1721 ident: CR47 article-title: Large-scale integration of the plasma proteome with genetics and disease publication-title: Nat. Genet. – volume: 155 start-page: 303 year: 2018 end-page: 306 ident: CR26 article-title: Variation in interleukin-6 receptor gene associates with risk of Crohn’s disease and ulcerative colitis publication-title: Gastroenterology – volume: 47 start-page: 374 year: 2018 end-page: 380 ident: CR1 article-title: Projections of multi-morbidity in the older population in England to 2035: estimates from the Population Ageing and Care Simulation (PACSim) model publication-title: Age Ageing – volume: 5 start-page: e223849 year: 2022 ident: CR52 article-title: Association of habitual alcohol intake with risk of cardiovascular disease publication-title: JAMA Netw. Open – volume: 354 start-page: 1264 year: 2006 end-page: 1272 ident: CR34 article-title: Sequence variations in PCSK9, low LDL, and protection against coronary heart disease publication-title: N. Engl. J. Med. – volume: 28 start-page: 2321 year: 2022 end-page: 2332 ident: CR50 article-title: Rare and common genetic determinants of metabolic individuality and their effects on human health publication-title: Nat. Med. – volume: 52 start-page: 1122 year: 2020 end-page: 1131 ident: CR44 article-title: Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases publication-title: Nat. Genet. – volume: 354 start-page: i4843 year: 2016 ident: CR59 article-title: Clinical assessment and management of multimorbidity: summary of NICE guidance publication-title: BMJ – volume: 329 start-page: 15 year: 2004 end-page: 19 ident: CR62 article-title: Adverse drug reactions as cause of admission to hospital: prospective analysis of 18 820 patients publication-title: BMJ – volume: 29 start-page: 219 year: 2023 end-page: 225 ident: CR63 article-title: The impact of the COVID-19 pandemic on cardiovascular disease prevention and management publication-title: Nat. Med. – volume: 10 start-page: e1004383 year: 2014 ident: CR40 article-title: Bayesian test for colocalisation between pairs of genetic association studies using summary statistics publication-title: PLoS Genet. – volume: 1 start-page: e000247 year: 2022 ident: CR11 article-title: Measuring multimorbidity in research: Delphi consensus study publication-title: BMJ Med. – volume: 8 year: 2017 ident: CR36 article-title: Connecting genetic risk to disease end points through the human blood plasma proteome publication-title: Nat. Commun. – volume: 13 year: 2022 ident: CR49 article-title: ELF5 is a potential respiratory epithelial cell-specific risk gene for severe COVID-19 publication-title: Nat. Commun. – ident: CR7 – volume: 55 start-page: 389 year: 2023 end-page: 398 ident: CR39 article-title: Network expansion of genetic associations defines a pleiotropy map of human cell biology publication-title: Nat. Genet. – volume: 9 start-page: e1003444 year: 2013 ident: CR29 article-title: Functional IL6R 358Ala allele impairs classical IL-6 receptor signaling and influences risk of diverse inflammatory diseases publication-title: PLoS Genet. – volume: 12 start-page: e057017 year: 2022 ident: 2420_CR16 publication-title: BMJ Open doi: 10.1136/bmjopen-2021-057017 – volume: 379 start-page: 1214 year: 2012 ident: 2420_CR28 publication-title: Lancet doi: 10.1016/S0140-6736(12)60110-X – volume: 349 start-page: g4164 year: 2014 ident: 2420_CR51 publication-title: BMJ doi: 10.1136/bmj.g4164 – volume: 53 start-page: 1712 year: 2021 ident: 2420_CR47 publication-title: Nat. Genet. doi: 10.1038/s41588-021-00978-w – volume: 4 start-page: e542 year: 2022 ident: 2420_CR12 publication-title: Lancet Digit. Health doi: 10.1016/S2589-7500(22)00091-7 – volume: 29 start-page: 219 year: 2023 ident: 2420_CR63 publication-title: Nat. Med. doi: 10.1038/s41591-022-02158-7 – volume: 354 start-page: 1264 year: 2006 ident: 2420_CR34 publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa054013 – volume: 579 start-page: 494 year: 2020 ident: 2420_CR3 publication-title: Nature doi: 10.1038/d41586-020-00837-4 – ident: 2420_CR19 doi: 10.1101/2023.02.08.23285642 – volume: 5 year: 2014 ident: 2420_CR18 publication-title: Nat. Commun. – volume: 6 start-page: e587 year: 2021 ident: 2420_CR10 publication-title: Lancet Public Health doi: 10.1016/S2468-2667(21)00107-9 – volume: 8 start-page: 48 year: 2022 ident: 2420_CR17 publication-title: Nat. Rev. Dis. Prim. doi: 10.1038/s41572-022-00376-4 – volume: 19 start-page: e1003679 year: 2022 ident: 2420_CR54 publication-title: PLoS Med. doi: 10.1371/journal.pmed.1003679 – volume: 380 start-page: 37 year: 2012 ident: 2420_CR6 publication-title: Lancet doi: 10.1016/S0140-6736(12)60240-2 – volume: 154 start-page: 104139 year: 2020 ident: 2420_CR23 publication-title: Pharmacol. Res. doi: 10.1016/j.phrs.2019.01.023 – volume: 5 start-page: e16 year: 2023 ident: 2420_CR4 publication-title: Lancet Digit. Health doi: 10.1016/S2589-7500(22)00187-X – volume: 1 start-page: e000247 year: 2022 ident: 2420_CR11 publication-title: BMJ Med. doi: 10.1136/bmjmed-2022-000247 – volume: 135 start-page: 2373 year: 2017 ident: 2420_CR53 publication-title: Circulation doi: 10.1161/CIRCULATIONAHA.116.026560 – volume: 18 start-page: 525 year: 2022 ident: 2420_CR58 publication-title: Nat. Rev. Endocrinol. doi: 10.1038/s41574-022-00690-7 – volume: 47 start-page: 374 year: 2018 ident: 2420_CR1 publication-title: Age Ageing doi: 10.1093/ageing/afx201 – volume: 329 start-page: 15 year: 2004 ident: 2420_CR62 publication-title: BMJ doi: 10.1136/bmj.329.7456.15 – volume: 27 start-page: 471 year: 2021 ident: 2420_CR56 publication-title: Nat. Med. doi: 10.1038/s41591-021-01266-0 – volume: 52 start-page: 1122 year: 2020 ident: 2420_CR44 publication-title: Nat. Genet. doi: 10.1038/s41588-020-0682-6 – volume: 18 start-page: 41 year: 2019 ident: 2420_CR21 publication-title: Nat. Rev. Drug Discov. doi: 10.1038/nrd.2018.168 – volume: 354 start-page: i4843 year: 2016 ident: 2420_CR59 publication-title: BMJ doi: 10.1136/bmj.i4843 – volume: 2016 start-page: 323 year: 2016 ident: 2420_CR8 publication-title: Hematology Am. Soc. Hematol. Educ. Program doi: 10.1182/asheducation-2016.1.323 – ident: 2420_CR43 doi: 10.1101/2023.05.23.23290408 – volume: 5 start-page: e140 year: 2020 ident: 2420_CR5 publication-title: Lancet Public Health doi: 10.1016/S2468-2667(19)30248-8 – volume: 34 start-page: 3707 year: 2013 ident: 2420_CR27 publication-title: Eur. Heart J. doi: 10.1093/eurheartj/ehs354 – volume: 9 start-page: e1003444 year: 2013 ident: 2420_CR29 publication-title: PLoS Genet. doi: 10.1371/journal.pgen.1003444 – ident: 2420_CR42 doi: 10.1101/2023.02.01.526689 – volume: 368 start-page: l6964 year: 2020 ident: 2420_CR2 publication-title: BMJ doi: 10.1136/bmj.l6964 – volume: 13 year: 2022 ident: 2420_CR49 publication-title: Nat. Commun. doi: 10.1038/s41467-022-31999-6 – volume: 28 start-page: 2321 year: 2022 ident: 2420_CR50 publication-title: Nat. Med. doi: 10.1038/s41591-022-02046-0 – volume: 13 year: 2022 ident: 2420_CR55 publication-title: Nat. Commun. – volume: 50 start-page: 294 year: 2022 ident: 2420_CR15 publication-title: Medicine doi: 10.1016/j.mpmed.2022.02.010 – volume: 12 year: 2021 ident: 2420_CR41 publication-title: Nat. Commun. doi: 10.1038/s41467-020-20885-8 – volume: 27 start-page: 633 year: 2020 ident: 2420_CR57 publication-title: Eur. J. Prev. Cardiol. doi: 10.1177/2047487318817662 – volume: 109 start-page: 119 year: 2022 ident: 2420_CR13 publication-title: Heart doi: 10.1136/heartjnl-2022-321492 – volume: 12 start-page: 233 year: 2007 ident: 2420_CR33 publication-title: Antivir. Ther. doi: 10.1177/135965350701200208 – volume: 47 start-page: 856 year: 2015 ident: 2420_CR30 publication-title: Nat. Genet. doi: 10.1038/ng.3314 – volume: 22 year: 2021 ident: 2420_CR46 publication-title: Genome Biol. doi: 10.1186/s13059-020-02252-4 – volume: 155 start-page: 303 year: 2018 ident: 2420_CR26 publication-title: Gastroenterology doi: 10.1053/j.gastro.2018.05.022 – volume: 4 start-page: 17107 year: 2018 ident: 2420_CR14 publication-title: Nat. Rev. Dis. Prim. doi: 10.1038/nrdp.2017.107 – volume: 15 start-page: e1008489 year: 2019 ident: 2420_CR31 publication-title: PLoS Genet. doi: 10.1371/journal.pgen.1008489 – volume: 17 start-page: 761 year: 2020 ident: 2420_CR22 publication-title: Nat. Rev. Cardiol. doi: 10.1038/s41569-020-0406-8 – volume: 375 start-page: 296 year: 2022 ident: 2420_CR9 publication-title: Science doi: 10.1126/science.abj8222 – volume: 506 start-page: 376 year: 2014 ident: 2420_CR25 publication-title: Nature doi: 10.1038/nature12873 – volume: 57 start-page: 119 year: 2004 ident: 2420_CR61 publication-title: Br. J. Clin. Pharm. doi: 10.1111/j.1365-2125.2004.02067.x – volume: 8 year: 2017 ident: 2420_CR36 publication-title: Nat. Commun. – volume: 55 start-page: 389 year: 2023 ident: 2420_CR39 publication-title: Nat. Genet. doi: 10.1038/s41588-023-01327-9 – volume: 5 start-page: e223849 year: 2022 ident: 2420_CR52 publication-title: JAMA Netw. Open doi: 10.1001/jamanetworkopen.2022.3849 – volume: 374 start-page: eabj1541 year: 2021 ident: 2420_CR37 publication-title: Science doi: 10.1126/science.abj1541 – volume: 13 start-page: 419 year: 2014 ident: 2420_CR32 publication-title: Nat. Rev. Drug Discov. doi: 10.1038/nrd4309 – volume: 20 start-page: 567 year: 2019 ident: 2420_CR20 publication-title: Nat. Rev. Genet. doi: 10.1038/s41576-019-0137-z – volume: 56 start-page: 484 year: 2006 ident: 2420_CR60 publication-title: Br. J. Gen. Pract. – volume: 10 start-page: e1004383 year: 2014 ident: 2420_CR40 publication-title: PLoS Genet. doi: 10.1371/journal.pgen.1004383 – volume: 53 start-page: 54 year: 2021 ident: 2420_CR48 publication-title: Nat. Genet. doi: 10.1038/s41588-020-00751-5 – volume: 2 start-page: e658 year: 2020 ident: 2420_CR35 publication-title: Lancet Rheumatol. doi: 10.1016/S2665-9913(20)30345-3 – ident: 2420_CR7 – volume: 5 start-page: 516 year: 2023 ident: 2420_CR38 publication-title: Nat. Metab. doi: 10.1038/s42255-023-00753-7 – volume: 9 year: 2019 ident: 2420_CR24 publication-title: Sci. Rep. doi: 10.1038/s41598-019-54849-w – volume: 2 start-page: 1135 year: 2020 ident: 2420_CR45 publication-title: Nat. Metab. doi: 10.1038/s42255-020-00287-2 |
SSID | ssj0003059 |
Score | 2.6116416 |
SecondaryResourceType | review_article |
Snippet | Globally, the number of people with multiple co-occurring diseases will increase substantially over the coming decades, with important consequences for... |
SourceID | proquest pubmed crossref springer |
SourceType | Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 1649 |
SubjectTerms | 692/308/409 692/308/575 Biomedical and Life Sciences Biomedicine Cancer Research Clinical trials Comorbidity Delivery of Health Care Education Education, Medical Ethnicity Health care Health services Horizontal integration Humans Infectious Diseases Medical research Metabolic Diseases Molecular Medicine Multimorbidity Neurosciences Patients Review Article |
Title | Biological and functional multimorbidity—from mechanisms to management |
URI | https://link.springer.com/article/10.1038/s41591-023-02420-6 https://www.ncbi.nlm.nih.gov/pubmed/37464031 https://www.proquest.com/docview/2838881418 https://www.proquest.com/docview/2839739847 |
Volume | 29 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1fS-QwEB-8FY97Oc71z1U9qeCbFps2bZOnY_dwWQ5cDlHYt9KkCQhuq3Z9uLf7EH5CP4kzbbYicj610KQJM5PMbzKTGYDjMBGFZVIGkaArOaXkgSysCmymhUxsKgpDHt2LWTq95r_nydwduDUurHK1J7YbdVlrOiM_QzWIxhrjTPy8uw-oahR5V10JjU-wzhCJUOmGbN4bXCTLsos5FAGOnLpLM2EszhpUXBTzE5EXk5MJ9VYxvUOb7zylrQKafIOvDjn6o47Vm7BmqiFsdLUk_w6p_LIL1RjC5wvnMd-CadeAWOEXVemTHuuO__w2lnBRP6ibEqH4878numriLwzdBb5pFo2_rP1FHx2zDdeT86tf08BVTwh0nCXLQAjFQqWkMJQ1zOAbixBPJBwZQDluVFSyNFQiCQvDreIIZTTTWimW2hSpE-_AoKor8x18y8NSY6ciQ_NLWyFkZJWxGTIT8ZQqPGAr0uXapRanChe3eevijkXekTtHcuctufPUg5O-z12XWOPD1gcrjuRukTX5q0h4cNR_xuVBPo-iMvVj20ZmsUQd7MFux8l-uDjjKcdNzYPTFWtff_7_uex9PJd9-BK1YkUhvQcwWD48mh8IXJbqsJXOQ1gfTcbjGT7H57M_ly94mund |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR3LTtwwcEQX9XFBdPtKgdaV2lMbkYeT2AdU9QFaCruqKpC4uXFiS0jdhJJFFbd-RL-Hj-FLOpM4QRUqN26RYjvOPDwznhfA6yARuQ2l9CNBKTml5L7MrfZtVgiZ2FTkhjy601k6OeRfjpKjJbjoc2EorLI_E9uDuqwLuiPfRDGIxlrIQ_H-5KdPXaPIu9q30Mhda4Vyqy0x5hI79sz5LzThmq3dz4jvN1G0s33waeK7LgN-EWfJwhdCh4HWUhiqrmXwKYxQ7iYcN0q1YHRUhmmgRRLkhlvNUeQXYVFoHaY2RfEX47p3YJnTBcoIlj9uz75-G2QBcpPsoh6Fj_-eurSdIBabDc6lqKOI_KicjLh_ReM1ffear7YVgTursOJ0V_ahI7aHsGSqMdztulmej6kBtAsWGcO9qfPZP4JJN4CIgeVVyUiSdheQrI1mnNen-rhEY-Dy9x9KdmFzQ9nIx828YYuazYf4nMdweCuQfQKjqq7MM2CWB2WBk_IMDcDCCiEjq43NkJxQo9O5B2EPOlW44ubUY-OHap3ssVAduBWCW7XgVqkHb4c5J11pjxtHr_cYUY7NG3VFlB68Gl4jg5LXJa9MfdaOkVksUQvw4GmHyeFzccZTjseqB-961F4t_v-9PL95Ly_h_uRguq_2d2d7a_AgakmMAozXYbQ4PTMbqEYt9AtHqwy-3zZ7_AUNbijQ |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NbtQwEB6VVlS9IFh-GigQJDhBtHHiJPahQkC72lK6qhCVegt2YkuVuknbbIV64yF4qj5Gn4SZxEmFKnrrLVLsxBrP-Jvx_AG8DROhLJMyiASl5JSSB1JZHdisEDKxqVCGPLp7s3R6wL8eJodLcNnnwlBYZX8mtgd1WRd0Rz5GGERjjXEmxtaFRexvTT6enAbUQYo8rX07DeXaLJSbbbkxl-Sxay5-oTnXbO5s4d6_i6LJ9o8v08B1HAiKOEsWgRCahVpLYajSlsEnFiEGJxwXTXVhdFSyNNQiCZXhVnOE_4IVhdYstSlCYYzfvQcrGaI-GoIrn7dn-98HXEDJkl0EpAiQDqlL4QljMW5wLkUgReRT5WTQ_QuTN3TfG37bFg4nD-GB02P9Tx3jPYIlU43gftfZ8mJEzaBd4MgIVvec__4xTLsBxBi-qkqfULW7jPTbyMZ5faaPSjQMrn7_ocQXf24oM_momTf-ovbnQ6zOEzi4E8o-heWqrsw6-JaHZYGTVIbGYGGFkJHVxmbIWqjdaeUB60mXF67QOfXbOM5bh3ss8o7cOZI7b8mdpx68H-acdGU-bh290e9I7kS-ya8Z1IM3w2sUVvLAqMrU5-0YicyBGoEHz7qdHH4XZzzleMR68KHf2uuP_38tz29fy2tYRTHJv-3Mdl_AWtRyGMUab8Dy4uzcvESNaqFfOVb14eddS8dfS7ctFA |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Biological+and+functional+multimorbidity-from+mechanisms+to+management&rft.jtitle=Nature+medicine&rft.au=Langenberg%2C+Claudia&rft.au=Hingorani%2C+Aroon+D&rft.au=Whitty%2C+Christopher+J+M&rft.date=2023-07-01&rft.issn=1546-170X&rft.eissn=1546-170X&rft.volume=29&rft.issue=7&rft.spage=1649&rft_id=info:doi/10.1038%2Fs41591-023-02420-6&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1078-8956&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1078-8956&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1078-8956&client=summon |