Transcriptomic autophagy-related gene signature investigation for type 2 diabetes in Mediterranean subjects
Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main types of autophagy and several genes involved. These genes have been well studied in animal models, but there are few transcriptomic studies in humans. Our...
Saved in:
Published in | The American heart journal Vol. 242; pp. 165 - 166 |
---|---|
Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Philadelphia
Elsevier Inc
01.12.2021
Elsevier Limited |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main types of autophagy and several genes involved. These genes have been well studied in animal models, but there are few transcriptomic studies in humans. Our aim is to analyze the differential gene expression, and the functional enrichment of the main autophagy-related genes (ARG) in T2D subjects from a Mediterranean population
We analyzed 120 White-European subjects (mean age 61,4 years; 50% women; 24 T2D) from Valencia, Spain. Clinical and lifestyle data were obtained. ARN was isolated from blood. Transcriptome-wide gene expression was analyzed with the GeneChip Human Gene 2.0 ST Array, according to standardized procedures. Differential gene expression between T2D and non-T2D subjects was estimated with multivariable models adjusted for covariates (sex, age, BMI, batch effect and leukocytes). A list of 111 ARG was selected to specifically study gene expression in terms of the log fold change. Gene ontology (GO) and pathway analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), were undertaken.
For T2D vs. non-T2D subjects, we detected several differentially expressed ARG. The top-ranked genes were: HTT (p=0.0005), MTOR (p=0.0006), UVRAG (p=0.0028), NCOR1 (p=0.0031), APP (p=0.0034), AMBRA1 (p=0.0034), GABARAPL2 (p=0.0038), NFE2L2 (p=0.0111), BCL2 (p=0.0134) and ATG16L1 (p=0.0145). GO analysis showed that the 18 differentially expressed genes were primarily involved in regulation of catabolic process (p=1.19E-13), regulation of autophagy (p=5.80E-12) and response to starvation(p=2.88E-10). KEGG results revealed Autophagy (p=1.24E-12) and Autophagy-other (p=4.26E-09) as the hits. |
---|---|
AbstractList | Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main types of autophagy and several genes involved. These genes have been well studied in animal models, but there are few transcriptomic studies in humans. Our aim is to analyze the differential gene expression, and the functional enrichment of the main autophagy-related genes (ARG) in T2D subjects from a Mediterranean population
We analyzed 120 White-European subjects (mean age 61,4 years; 50% women; 24 T2D) from Valencia, Spain. Clinical and lifestyle data were obtained. ARN was isolated from blood. Transcriptome-wide gene expression was analyzed with the GeneChip Human Gene 2.0 ST Array, according to standardized procedures. Differential gene expression between T2D and non-T2D subjects was estimated with multivariable models adjusted for covariates (sex, age, BMI, batch effect and leukocytes). A list of 111 ARG was selected to specifically study gene expression in terms of the log fold change. Gene ontology (GO) and pathway analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), were undertaken.
For T2D vs. non-T2D subjects, we detected several differentially expressed ARG. The top-ranked genes were: HTT (p=0.0005), MTOR (p=0.0006), UVRAG (p=0.0028), NCOR1 (p=0.0031), APP (p=0.0034), AMBRA1 (p=0.0034), GABARAPL2 (p=0.0038), NFE2L2 (p=0.0111), BCL2 (p=0.0134) and ATG16L1 (p=0.0145). GO analysis showed that the 18 differentially expressed genes were primarily involved in regulation of catabolic process (p=1.19E-13), regulation of autophagy (p=5.80E-12) and response to starvation(p=2.88E-10). KEGG results revealed Autophagy (p=1.24E-12) and Autophagy-other (p=4.26E-09) as the hits. Background Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main types of autophagy and several genes involved. These genes have been well studied in animal models, but there are few transcriptomic studies in humans. Our aim is to analyze the differential gene expression, and the functional enrichment of the main autophagy-related genes (ARG) in T2D subjects from a Mediterranean population Methods We analyzed 120 White-European subjects (mean age 61,4 years; 50% women; 24 T2D) from Valencia, Spain. Clinical and lifestyle data were obtained. ARN was isolated from blood. Transcriptome-wide gene expression was analyzed with the GeneChip Human Gene 2.0 ST Array, according to standardized procedures. Differential gene expression between T2D and non-T2D subjects was estimated with multivariable models adjusted for covariates (sex, age, BMI, batch effect and leukocytes). A list of 111 ARG was selected to specifically study gene expression in terms of the log fold change. Gene ontology (GO) and pathway analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), were undertaken. Results For T2D vs. non-T2D subjects, we detected several differentially expressed ARG. The top-ranked genes were: HTT (p=0.0005), MTOR (p=0.0006), UVRAG (p=0.0028), NCOR1 (p=0.0031), APP (p=0.0034), AMBRA1 (p=0.0034), GABARAPL2 (p=0.0038), NFE2L2 (p=0.0111), BCL2 (p=0.0134) and ATG16L1 (p=0.0145). GO analysis showed that the 18 differentially expressed genes were primarily involved in regulation of catabolic process (p=1.19E-13), regulation of autophagy (p=5.80E-12) and response to starvation(p=2.88E-10). KEGG results revealed Autophagy (p=1.24E-12) and Autophagy-other (p=4.26E-09) as the hits. |
Author | Gimenez-Alba, Ignacio M. Ortega-Azorín, Carolina Pascual, Eva C. Coltell, Oscar Sorlí, José V. Asensio, Eva M. Corella, Dolores Fernandez-Carrión, Rebeca |
Author_xml | – sequence: 1 givenname: Ignacio M. surname: Gimenez-Alba fullname: Gimenez-Alba, Ignacio M. organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 2 givenname: Oscar surname: Coltell fullname: Coltell, Oscar organization: CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, Madrid, Spain – sequence: 3 givenname: Rebeca surname: Fernandez-Carrión fullname: Fernandez-Carrión, Rebeca organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 4 givenname: José V. surname: Sorlí fullname: Sorlí, José V. organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 5 givenname: Eva M. surname: Asensio fullname: Asensio, Eva M. organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 6 givenname: Eva C. surname: Pascual fullname: Pascual, Eva C. organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 7 givenname: Carolina surname: Ortega-Azorín fullname: Ortega-Azorín, Carolina organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain – sequence: 8 givenname: Dolores surname: Corella fullname: Corella, Dolores organization: Department of Preventive Medicine, University of Valencia, Valencia, Spain |
BookMark | eNqFkMlKBDEQhoMoOC4P4C3gucdsveFJxA0UL3MPZbp6TNsmbZIW5u3NOJ486Kmo4v-qku-I7DvvkJAzzpac8epiWMLrsBRM8NwvWcn3yIKzti6qWql9smCMiaKpmTwkRzEOua1EUy3I2yqAiybYKfl3ayjMyU-vsN4UAUdI2NE1OqTRrh2kOSC17hNjsmtI1jva-0DTZkIqaGfhBRPGnKBP2NmEIa9GcDTOLwOaFE_IQQ9jxNOfekxWtzer6_vi8fnu4frqsTBCMFWAqlSpZNN2wtSmESCrkpWSc6PKVmHHe96XUoKAVhkQKBpe56ERbcklF_KYnO_WTsF_zPmxevBzcPmiFmXTSMGYUjnFdykTfIwBez0F-w5hoznTW6V60Fmp3irdjrLSzNS_GGPTt4gUwI5_kpc7EvO_Py0GHY1FZ7KnkNXozts_6fYXbUbrrIHxDTf_sF8J8KYy |
CitedBy_id | crossref_primary_10_3168_jds_2024_25077 |
ContentType | Journal Article |
Copyright | 2021 Copyright Elsevier Limited Dec 2021 |
Copyright_xml | – notice: 2021 – notice: Copyright Elsevier Limited Dec 2021 |
DBID | AAYXX CITATION 3V. 7QO 7RV 7TS 7X7 7XB 88C 88E 8AO 8C1 8FD 8FI 8FJ 8FK 8G5 ABUWG AFKRA AN0 AZQEC BENPR CCPQU DWQXO FR3 FYUFA GHDGH GNUQQ GUQSH K9. KB0 M0S M0T M1P M2O MBDVC NAPCQ P64 PHGZM PHGZT PJZUB PKEHL PPXIY PQEST PQQKQ PQUKI PRINS Q9U |
DOI | 10.1016/j.ahj.2021.10.051 |
DatabaseName | CrossRef ProQuest Central (Corporate) Biotechnology Research Abstracts Nursing & Allied Health Database Physical Education Index Health & Medical Collection ProQuest Central (purchase pre-March 2016) Healthcare Administration Database (Alumni) Medical Database (Alumni Edition) ProQuest Pharma Collection Public Health Database Technology Research Database Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Research Library ProQuest Central (Alumni) ProQuest Central UK/Ireland British Nursing Database ProQuest Central Essentials ProQuest Central ProQuest One ProQuest Central Korea Engineering Research Database Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student ProQuest Research Library ProQuest Health & Medical Complete (Alumni) Nursing & Allied Health Database (Alumni Edition) ProQuest Health & Medical Collection Healthcare Administration Database Medical Database ProQuest Research Library Research Library (Corporate) Nursing & Allied Health Premium 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 Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic |
DatabaseTitle | CrossRef Research Library Prep ProQuest Central Student Technology Research Database ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing Research Library (Alumni Edition) ProQuest Pharma Collection ProQuest Central China Physical Education Index ProQuest Central Health Research Premium Collection Biotechnology Research Abstracts Health and Medicine Complete (Alumni Edition) ProQuest Central Korea Health & Medical Research Collection ProQuest Research Library ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest Public Health ProQuest Central Basic ProQuest One Academic Eastern Edition British Nursing Index with Full Text ProQuest Health Management ProQuest Nursing & Allied Health Source ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts Nursing & Allied Health Premium ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition ProQuest Health Management (Alumni Edition) ProQuest Nursing & Allied Health Source (Alumni) Engineering Research Database ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) |
DatabaseTitleList | Research Library Prep |
Database_xml | – sequence: 1 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 1097-6744 |
EndPage | 166 |
ExternalDocumentID | 10_1016_j_ahj_2021_10_051 S0002870321002969 |
GroupedDBID | --- --K --M .1- .55 .FO .GJ .XZ .~1 0R~ 1B1 1CY 1P~ 1RT 1~. 1~5 23M 354 3O- 4.4 41~ 457 4G. 53G 5GY 5RE 5VS 6J9 7-5 71M 7RV 7X7 88E 8AO 8C1 8F7 8FI 8FJ 8G5 8P~ 9JM AABNK AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AAQQT AAQXK AATTM AAWTL AAXKI AAXUO AAYWO ABBQC ABFNM ABFRF ABJNI ABLJU ABMAC ABMZM ABOCM ABPPZ ABUWG ABWVN ABXDB ACDAQ ACGFO ACGFS ACIEU ACIWK ACPRK ACRLP ACRPL ACVFH ADBBV ADCNI ADEZE ADFRT ADMUD ADNMO AEBSH AEFWE AEIPS AEKER AENEX AEUPX AEVXI AFFNX AFJKZ AFKRA AFPUW AFRAH AFRHN AFTJW AFXIZ AGCQF AGHFR AGQPQ AGUBO AGYEJ AHHHB AHMBA AIEXJ AIGII AIIUN AIKHN AITUG AJRQY AJUYK AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ AN0 ANKPU ANZVX APXCP AQUVI ASPBG AVWKF AXJTR AZFZN AZQEC BENPR BKEYQ BKOJK BLXMC BNPGV BNQBC BPHCQ BVXVI C45 CAG CCPQU COF CS3 DWQXO EBS EFJIC EFKBS EJD EO8 EO9 EP2 EP3 EX3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN FYUFA G-2 G-Q GBLVA GNUQQ GUQSH HEB HMCUK HMK HMO HVGLF HZ~ IH2 IHE J1W J5H K-O KOM L7B M0T M1P M29 M2O M41 MO0 N4W N9A NAPCQ O-L O9- OA. OAUVE OBH OHH OHT OL~ OVD OZT P-8 P-9 P2P PC. PHGZM PHGZT PJZUB PPXIY PQQKQ PROAC PSQYO PUEGO Q38 R2- ROL RPZ SAE SDF SDG SDP SEL SES SEW SPCBC SSH SSZ T5K TEORI UGJ UHS UKHRP UKR UV1 WH7 WOW WUQ X7M XCE YOC YYM YYP Z5R ZGI ZXP ZY1 ~G- 3V. AACTN AAIAV AAYOK ABLVK ABYKQ AFCTW AFKWA AJOXV AMFUW RIG ZA5 AAYXX AGRNS CITATION 7QO 7TS 7XB 8FD 8FK FR3 K9. MBDVC P64 PKEHL PQEST PQUKI PRINS Q9U |
ID | FETCH-LOGICAL-c2204-a46454389d2c7c82a36505311c4594ed1f1f533a2a94ca2e2817d1fc29513123 |
IEDL.DBID | 7X7 |
ISSN | 0002-8703 |
IngestDate | Sat Jul 26 02:22:48 EDT 2025 Tue Jul 01 03:19:32 EDT 2025 Thu Apr 24 23:04:02 EDT 2025 Sat May 04 15:44:18 EDT 2024 Tue Aug 26 16:34:35 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c2204-a46454389d2c7c82a36505311c4594ed1f1f533a2a94ca2e2817d1fc29513123 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
PQID | 2588320044 |
PQPubID | 2031075 |
PageCount | 2 |
ParticipantIDs | proquest_journals_2588320044 crossref_primary_10_1016_j_ahj_2021_10_051 crossref_citationtrail_10_1016_j_ahj_2021_10_051 elsevier_sciencedirect_doi_10_1016_j_ahj_2021_10_051 elsevier_clinicalkey_doi_10_1016_j_ahj_2021_10_051 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | December 2021 2021-12-00 20211201 |
PublicationDateYYYYMMDD | 2021-12-01 |
PublicationDate_xml | – month: 12 year: 2021 text: December 2021 |
PublicationDecade | 2020 |
PublicationPlace | Philadelphia |
PublicationPlace_xml | – name: Philadelphia |
PublicationTitle | The American heart journal |
PublicationYear | 2021 |
Publisher | Elsevier Inc Elsevier Limited |
Publisher_xml | – name: Elsevier Inc – name: Elsevier Limited |
SSID | ssj0006286 |
Score | 2.36603 |
Snippet | Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main types of... Background Autophagy (involving degradation and clearance of damaged organelles and compounds) plays a role in type 2 diabetes (T2D). There are three main... |
SourceID | proquest crossref elsevier |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 165 |
SubjectTerms | Animal models Autophagy Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Encyclopedias Gene expression Genes Genomes Leukocytes Organelles Phagocytosis TOR protein Transcriptomes |
SummonAdditionalLinks | – databaseName: Elsevier SD Freedom Collection dbid: .~1 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEA7Fg3gRn1itkoMnIW2SZh89SrEUQU8VegvZ3ay2yrbY9uDF3-5MNmlRsILHDUlYJpOZL5n5JoRcp1GiVLewjMdlxlRsFMsKETH0JtYIA-dtl-X7GA-f1P04GjdIP3BhMK3S2_7apjtr7Vs6Xpqd-WSCHF-OUTokoXDZi5HEp1SCWt7-3KR5IPVyDYGhd4hsuhwv8zKFI6IUbUzwisRvvumHlXauZ3BA9j1mpLf1bx2Shq2OyO6Dj4ofk1fncNz2R44xNSusFmCeP5hjqtiCgpZYiqkarownnWyKa8wqCrCV4k0slTTcxEIPivOD0GFqayq6WGV4Y7M4IaPB3ag_ZP4RBZZLyRUzrmYXwJJC5kmeStMFTAYbT-Qq6ilbiFKUAPmMND2VG2llKhJozCVAry64tVOyU80qe0ao5bYbJ0KJlGMRMG4KZXmWZGVkQQ8y0SQ8SE_nvsA4vnPxpkMm2VSDwDUKHJtA4E1ysx4yr6trbOssw5LoQBsFQ6fB9m8bpNaDvunVX8NaYc2139QLLaMU7B-GwM__N-sF2cOvOhumRXaW7yt7CZhmmV05pf0CcFzytg priority: 102 providerName: Elsevier |
Title | Transcriptomic autophagy-related gene signature investigation for type 2 diabetes in Mediterranean subjects |
URI | https://www.clinicalkey.com/#!/content/1-s2.0-S0002870321002969 https://dx.doi.org/10.1016/j.ahj.2021.10.051 https://www.proquest.com/docview/2588320044 |
Volume | 242 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV3dS8MwEA-6gfgifuJ0jjz4JGQ2afqxJ5ljYyoOkQl7K2mbqlO6abcHX_zbvcvSDQTnS1vSXB4ul7tfLpc7Qs5DL5DSTTVz_Cxm0leSxSn3GFoTrbiC_baJ8h34_Sd5O_JG1uFW2LDKUicaRZ1OEvSRXwovBOHD88er6QfDqlF4umpLaGySKqYuw5CuYLTccOH1QH8Jf0G0y1NNE9-lXsawPRS8icFdHv_LLv3S0Mbs9HbJjsWLtL2Y4D2yofN9snVvT8QPyJsxNmbp4_1iquaYKUA9fzFzS0WnFCREUwzTMCk86esqscYkpwBZKXphqaClFxZ6UBwfGA5Da5XTYh6jt6Y4JMNed9jpM1tAgSVCOJIpk68LIEkqkiAJhXIBj8Gi44n0WlKnPOMZwD0lVEsmSmgR8gAaEwGwywWTdkQq-STXx4RqR7t-wCUPHUwA5qhUaicO4szTIAMxrxGn5F6U2OTiWOPiPSqjyMYRMDxChmMTMLxGLpYk00VmjXWdRTklUXllFJRcBHp_HZFcElk8scAJ_5HVyzmP7IIuopX4naz_fUq2caxFxEudVGafc30GuGUWN8hm85s3jIjCM-zAd7V9c9cfwPu6O3h4_AF_7u9M |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LS8QwEB5kBfUiPvFtDnoRok2abutBxCfraxFZwVtI26xPuuq6iD_K_-hM2qwguJ68pk0OM19mviTzAFhLolipMLc8qLdTrupG8TQXESdvYo0weN52Ub7NeuNand5EN0Pw6XNhKKzS20RnqPNORnfkWzJKEHz0_rj7_MKpaxS9rvoWGiUszuzHOx7Zujsnh6jfdSmPj1oHDV51FeCZlIHixhWxQj-dyyzOEmlCJCmIRJGpaFvZXLRFGzmQkWZbZUZamYgYBzOJXCQUVOcALf6wCvEkU4Ph_aPm5VXf9FOeZ59v417yz6guoMzcPeB5VIpNiiaLxG-O8IdLcH7ueALGK4LK9kpETcKQLaZg5KJ6gp-GR-fdnK2hhGZmelSawNx-cJcWY3OGkLSM4kJczVB2_13Jo1Mw5MiMrn2ZZP7aF_9gtD5qGJe2pmDdXkrXQ90ZaP2HbGehVnQKOwfMBjasx0KJJKCKY4HJlQ3SOG1HFkGXinkIvPR0VlUzp6YaT9qHrT1oFLgmgdMQCnweNvpTnstSHoN-ll4l2ueoolXV6GgGTVL9SRWBKYnJX9OWvM51ZUG6-hvvC4M_r8Joo3Vxrs9PmmeLMEbrluE2S1B7e-3ZZSRNb-lKBVUG-p83xxf_3CUR |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LS8QwEA6ygngRn7g-c9CLELdJ04cHEVGX9bV4UNhbSNtUXaWr1kX8af47Z9JmFwTXk8emmRwmk5kvmRchO3EQSelnhnlhnjAZasmSjAcMrYnRXMN920b5dsPOnbzoBb0p8uVyYTCs0ulEq6izQYpv5C0RxCB86H9s5XVYxM1p--jllWEHKfS0unYalYhcms8PuL6Vh-ensNe7QrTPbk86rO4wwFIhPMm0LWgFNjsTaZTGQvsAWEAqeSqDA2kynvMc8JAW-kCmWhgR8wgGUwG4xOdY8wC0_3Tkwxccpag3uuthZmI4Qt5wqpxD1YaW6Yc-3EwF38e4soD_ZhJ_GAdr8drzZK6GqvS4kq0FMmWKRTJzXTvjl8iTtXNW62BqM9VDLFKg7z-ZTZAxGQXhNBQjRGz1UPo4rukxKCigZYoPwFRQ9wAMMyiuD3sNSxtd0HKY4ENRuUxu_4OzK6RRDAqzSqjxjB9GXPLYw9pjns6k8ZIoyQMD4pfwJvEc91Ra1zXH9hrPygWw9RUwXCHDcQgY3iR7I5KXqqjHpMnCbYly2aqgXxWYnElEckRUQ5kKovxFtuH2XNW6pFRjyV-b_HubzMCRUFfn3ct1MovLVnE3G6Tx_jY0m4Ce3pMtK6eUqH8-F9-iwCfh |
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=Transcriptomic+autophagy-related+gene+signature+investigation+for+type+2+diabetes+in+Mediterranean+subjects&rft.jtitle=The+American+heart+journal&rft.au=Gimenez-Alba%2C+Ignacio+M&rft.au=Coltell%2C+Oscar&rft.au=Fernandez-Carri%C3%B3n%2C+Rebeca&rft.au=Sorl%C3%AD%2C+Jos%C3%A9+V&rft.date=2021-12-01&rft.pub=Elsevier+Limited&rft.issn=0002-8703&rft.eissn=1097-6744&rft.volume=242&rft.spage=165&rft_id=info:doi/10.1016%2Fj.ahj.2021.10.051&rft.externalDBID=HAS_PDF_LINK |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0002-8703&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0002-8703&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0002-8703&client=summon |