Lipid indices as simple and clinically useful surrogate markers for insulin resistance in the U.S. population

This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 11; no. 1; pp. 2366 - 9
Main Authors Lee, Juncheol, Kim, Bongyoung, Kim, Wonhee, Ahn, Chiwon, Choi, Hyun Young, Kim, Jae Guk, Kim, Jihoon, Shin, Hyungoo, Kang, Jun Goo, Moon, Shinje
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 27.01.2021
Nature Publishing Group
Nature Portfolio
Subjects
Online AccessGet full text
ISSN2045-2322
2045-2322
DOI10.1038/s41598-021-82053-2

Cover

Abstract This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish valid cutoff values. This cross-sectional study used the data of 11,378 adults, derived from the United States National Health and Nutrition Examination Survey (1999–2016). Insulin resistance was defined as a homeostasis model assessment-insulin resistance value above the 75th percentile for each sex and race/ethnicities. The area under the curves (AUCs) were as follows: VAI, 0.735; LAP, 0.796; TyG index, 0.723; TyG-BMI, 0.823, and; TyG-WC, 0.822. The AUCs for TyG-BMI and TyG-WC were significantly higher than those for VAI, LAP, and TyG index (vs. TyG-BMI, p < 0.001; vs. TyG-WC, p < 0.001). The cutoff values were as follows: VAI: men 1.65, women 1.65; LAP: men 42.5, women 42.5; TyG index: men 4.665, women 4.575; TyG-BMI: men 135.5, women 135.5; and TyG-WC: men 461.5, women 440.5. Given that lipid indices can be easily calculated with routine laboratory tests, these values may be useful markers for insulin resistance risk assessments in clinical settings.
AbstractList This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish valid cutoff values. This cross-sectional study used the data of 11,378 adults, derived from the United States National Health and Nutrition Examination Survey (1999–2016). Insulin resistance was defined as a homeostasis model assessment-insulin resistance value above the 75th percentile for each sex and race/ethnicities. The area under the curves (AUCs) were as follows: VAI, 0.735; LAP, 0.796; TyG index, 0.723; TyG-BMI, 0.823, and; TyG-WC, 0.822. The AUCs for TyG-BMI and TyG-WC were significantly higher than those for VAI, LAP, and TyG index (vs. TyG-BMI, p < 0.001; vs. TyG-WC, p < 0.001). The cutoff values were as follows: VAI: men 1.65, women 1.65; LAP: men 42.5, women 42.5; TyG index: men 4.665, women 4.575; TyG-BMI: men 135.5, women 135.5; and TyG-WC: men 461.5, women 440.5. Given that lipid indices can be easily calculated with routine laboratory tests, these values may be useful markers for insulin resistance risk assessments in clinical settings.
This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish valid cutoff values. This cross-sectional study used the data of 11,378 adults, derived from the United States National Health and Nutrition Examination Survey (1999-2016). Insulin resistance was defined as a homeostasis model assessment-insulin resistance value above the 75th percentile for each sex and race/ethnicities. The area under the curves (AUCs) were as follows: VAI, 0.735; LAP, 0.796; TyG index, 0.723; TyG-BMI, 0.823, and; TyG-WC, 0.822. The AUCs for TyG-BMI and TyG-WC were significantly higher than those for VAI, LAP, and TyG index (vs. TyG-BMI, p < 0.001; vs. TyG-WC, p < 0.001). The cutoff values were as follows: VAI: men 1.65, women 1.65; LAP: men 42.5, women 42.5; TyG index: men 4.665, women 4.575; TyG-BMI: men 135.5, women 135.5; and TyG-WC: men 461.5, women 440.5. Given that lipid indices can be easily calculated with routine laboratory tests, these values may be useful markers for insulin resistance risk assessments in clinical settings.This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish valid cutoff values. This cross-sectional study used the data of 11,378 adults, derived from the United States National Health and Nutrition Examination Survey (1999-2016). Insulin resistance was defined as a homeostasis model assessment-insulin resistance value above the 75th percentile for each sex and race/ethnicities. The area under the curves (AUCs) were as follows: VAI, 0.735; LAP, 0.796; TyG index, 0.723; TyG-BMI, 0.823, and; TyG-WC, 0.822. The AUCs for TyG-BMI and TyG-WC were significantly higher than those for VAI, LAP, and TyG index (vs. TyG-BMI, p < 0.001; vs. TyG-WC, p < 0.001). The cutoff values were as follows: VAI: men 1.65, women 1.65; LAP: men 42.5, women 42.5; TyG index: men 4.665, women 4.575; TyG-BMI: men 135.5, women 135.5; and TyG-WC: men 461.5, women 440.5. Given that lipid indices can be easily calculated with routine laboratory tests, these values may be useful markers for insulin resistance risk assessments in clinical settings.
Abstract This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides and glucose (TyG) index, TyG-body mass index (TyG-BMI), and TyG-waist circumference (TyG-WC), in identifying insulin resistance and establish valid cutoff values. This cross-sectional study used the data of 11,378 adults, derived from the United States National Health and Nutrition Examination Survey (1999–2016). Insulin resistance was defined as a homeostasis model assessment-insulin resistance value above the 75th percentile for each sex and race/ethnicities. The area under the curves (AUCs) were as follows: VAI, 0.735; LAP, 0.796; TyG index, 0.723; TyG-BMI, 0.823, and; TyG-WC, 0.822. The AUCs for TyG-BMI and TyG-WC were significantly higher than those for VAI, LAP, and TyG index (vs. TyG-BMI, p < 0.001; vs. TyG-WC, p < 0.001). The cutoff values were as follows: VAI: men 1.65, women 1.65; LAP: men 42.5, women 42.5; TyG index: men 4.665, women 4.575; TyG-BMI: men 135.5, women 135.5; and TyG-WC: men 461.5, women 440.5. Given that lipid indices can be easily calculated with routine laboratory tests, these values may be useful markers for insulin resistance risk assessments in clinical settings.
ArticleNumber 2366
Author Kim, Jae Guk
Kim, Bongyoung
Ahn, Chiwon
Kim, Jihoon
Shin, Hyungoo
Kim, Wonhee
Choi, Hyun Young
Lee, Juncheol
Kang, Jun Goo
Moon, Shinje
Author_xml – sequence: 1
  givenname: Juncheol
  surname: Lee
  fullname: Lee, Juncheol
  organization: Department of Emergency Medicine, Armed Forces Capital Hospital
– sequence: 2
  givenname: Bongyoung
  surname: Kim
  fullname: Kim, Bongyoung
  organization: Department of Internal Medicine, Hanyang University College of Medicine
– sequence: 3
  givenname: Wonhee
  surname: Kim
  fullname: Kim, Wonhee
  organization: Department of Emergency Medicine, Hallym University
– sequence: 4
  givenname: Chiwon
  surname: Ahn
  fullname: Ahn, Chiwon
  organization: Department of Emergency Medicine, College of Medicine, Chung-Ang University
– sequence: 5
  givenname: Hyun Young
  surname: Choi
  fullname: Choi, Hyun Young
  organization: Department of Emergency Medicine, Hallym University
– sequence: 6
  givenname: Jae Guk
  surname: Kim
  fullname: Kim, Jae Guk
  organization: Department of Emergency Medicine, Hallym University
– sequence: 7
  givenname: Jihoon
  surname: Kim
  fullname: Kim, Jihoon
  organization: Department of Thoracic and Cardiovascular Surgery, Hallym University College of Medicine
– sequence: 8
  givenname: Hyungoo
  surname: Shin
  fullname: Shin, Hyungoo
  organization: Department of Emergency Medicine, College of Medicine, Hanyang University Guri Hospital
– sequence: 9
  givenname: Jun Goo
  surname: Kang
  fullname: Kang, Jun Goo
  email: kjg0804@empas.com
  organization: Department of Internal Medicine, Hallym University, Division of Endocrinology and Metabolism, Hallym University College of Medicine
– sequence: 10
  givenname: Shinje
  surname: Moon
  fullname: Moon, Shinje
  email: sinjei1129@gmail.com
  organization: Department of Internal Medicine, Hallym University, Division of Endocrinology and Metabolism, Hallym University College of Medicine
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33504930$$D View this record in MEDLINE/PubMed
BookMark eNp9kktv3CAUha0qVZOm-QNdVEjddOMp5mHDplIV9RFppC7arBGG6wlTDC7YkfLvS8ZpmmQRNqDLdw4XOK-roxADVNXbBm8aTMXHzBouRY1JUwuCOa3Ji-qEYMZrQgk5erA-rs5y3uMyOJGska-qY0o5ZpLik2rcuslZ5IJ1BjLSGWU3Th6QDhYZ74Iz2vsbtGQYFo_yklLc6RnQqNNvSBkNMRV1XgqKEmSXZx0MlBKarwBdbn5u0BSnxevZxfCmejlon-Hsbj6tLr9--XX-vd7--HZx_nlbGy7EXLemsa3BljPKwBBsZdcDNqI1hlIpgeHe6MGCwKxrsdCU01bazhpjOqotp6fVxepro96rKbnS7Y2K2qlDIaad0ml2xoMCSU0DhA-WaAay7y3tmr7nrDGDBGyL16fVa1r6EayBMCftH5k-3gnuSu3iteoEwxLjYvDhziDFPwvkWY0uG_BeB4hLVoQJ0vJOSFrQ90_QfVxSKE91S2EpRSdZod497Oi-lX-_WgCyAibFnBMM90iD1W161JoeVdKjDulRpIjEE5Fx8-HXyq2cf15KV2ku54QdpP9tP6P6C8XB2r0
CitedBy_id crossref_primary_10_1186_s12933_024_02352_6
crossref_primary_10_3389_fnut_2024_1168715
crossref_primary_10_1016_j_artere_2023_09_005
crossref_primary_10_1016_j_nutres_2024_01_016
crossref_primary_10_1016_j_lfs_2022_120940
crossref_primary_10_4103_njcp_njcp_692_22
crossref_primary_10_1016_j_lanepe_2024_101182
crossref_primary_10_3390_jcm11195694
crossref_primary_10_3897_pharmacia_71_e114863
crossref_primary_10_1055_a_1510_8896
crossref_primary_10_3389_fendo_2024_1483468
crossref_primary_10_3389_fendo_2024_1448359
crossref_primary_10_1016_j_atherosclerosis_2021_11_008
crossref_primary_10_1016_j_clinbiochem_2024_110793
crossref_primary_10_1186_s40001_024_02234_3
crossref_primary_10_1186_s12933_024_02281_4
crossref_primary_10_1186_s12902_024_01701_6
crossref_primary_10_1097_MD_0000000000038241
crossref_primary_10_3233_CH_221422
crossref_primary_10_1038_s41598_024_78056_4
crossref_primary_10_1186_s12933_023_02115_9
crossref_primary_10_1186_s12933_023_02114_w
crossref_primary_10_3389_fnut_2024_1373039
crossref_primary_10_3389_fendo_2022_921067
crossref_primary_10_1186_s12933_024_02511_9
crossref_primary_10_1002_edm2_490
crossref_primary_10_1097_MCA_0000000000001242
crossref_primary_10_2147_DMSO_S469692
crossref_primary_10_3233_CH_221380
crossref_primary_10_2478_rjim_2024_0012
crossref_primary_10_5005_jp_journals_10054_0227
crossref_primary_10_3389_fpsyt_2022_891479
crossref_primary_10_1186_s12944_024_02379_4
crossref_primary_10_3389_fcvm_2021_735637
crossref_primary_10_3389_fendo_2025_1514660
crossref_primary_10_1186_s12944_024_02147_4
crossref_primary_10_1016_j_arteri_2023_04_002
crossref_primary_10_1186_s12872_025_04489_y
crossref_primary_10_1016_j_metop_2022_100193
crossref_primary_10_1186_s12933_021_01383_7
crossref_primary_10_3389_fnut_2021_733697
crossref_primary_10_1080_00325481_2024_2426970
crossref_primary_10_1371_journal_pone_0315235
crossref_primary_10_1155_2022_1782221
crossref_primary_10_1186_s13098_022_00876_z
crossref_primary_10_1038_s41598_024_68841_6
crossref_primary_10_3389_fendo_2023_1179990
crossref_primary_10_1111_jdi_13685
crossref_primary_10_1186_s12944_024_02414_4
crossref_primary_10_1186_s12944_025_02507_8
crossref_primary_10_1186_s12944_023_01981_2
crossref_primary_10_1186_s12944_024_02388_3
crossref_primary_10_17116_kurort202410106271
crossref_primary_10_1186_s40001_024_01992_4
crossref_primary_10_3389_fendo_2024_1355180
crossref_primary_10_1186_s12889_024_21243_9
crossref_primary_10_1089_met_2023_0276
crossref_primary_10_3389_fendo_2024_1427785
crossref_primary_10_1186_s12944_024_02192_z
crossref_primary_10_1186_s12944_023_01892_2
Cites_doi 10.18637/jss.v042.i08
10.2337/diab.30.5.387
10.1007/BF00280883
10.1172/JCI5001
10.1371/journal.pone.0090430
10.1161/01.CIR.91.3.831
10.1016/j.cell.2012.02.017
10.1172/JCI0215001
10.1056/NEJM199604113341504
10.2337/diacare.25.8.1371
10.1001/jama.287.3.356
10.1172/JCI77812
10.1016/S0026-0495(03)00031-3
10.1074/jbc.M200958200
10.1046/j.1464-5491.2000.00280.x
10.2337/diacare.29.01.06.dc05-1805
10.1186/1472-6823-13-47
10.1016/j.cell.2015.01.012
10.1155/2020/3214716
10.1007/s40618-020-01184-x
10.1371/journal.pone.0149731
10.1089/met.2019.0019
10.2337/db06-0822
10.1172/JCI10294
10.1210/jc.2004-0395
10.1373/clinchem.2008.118380
10.3346/jkms.2018.33.e197
10.1038/nm.3579
10.1172/JCI112886
10.1371/journal.pone.0206994
10.1097/MD.0000000000007041
10.1002/oby.20096
10.1161/01.STR.27.1.37
10.1055/s-2006-924233
10.1016/j.dsx.2020.06.045
10.1093/ajcn/78.5.928
10.2337/diacare.26.12.3320
10.1371/journal.pone.0212963
10.1016/j.diabres.2011.05.030
10.1530/EJE-14-0094
10.1073/pnas.0705408104
10.2337/diabetes.51.7.2005
10.1038/nature05482
10.1073/pnas.1409229111
10.1186/s12933-014-0146-3
10.1016/j.jacl.2018.01.005
10.1016/j.orcp.2013.05.004
10.1007/s12020-019-01912-1
10.1186/s12944-019-1123-3
10.1186/s12967-016-1020-8
10.1210/jc.2010-0288
10.1038/s41598-019-43776-5
10.2337/dc09-1825
10.1089/met.2008.0034
ContentType Journal Article
Copyright The Author(s) 2021
The Author(s) 2021. 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.
Copyright_xml – notice: The Author(s) 2021
– notice: The Author(s) 2021. 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.
DBID C6C
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
7X8
5PM
DOA
DOI 10.1038/s41598-021-82053-2
DatabaseName Springer Nature OA Free Journals
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Journals
ProQuest Hospital Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One
ProQuest Central Korea
Proquest Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
Health & Medical Collection (Alumni)
Medical Database
Science Database
Biological Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
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
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList Publicly Available Content Database
MEDLINE
CrossRef
MEDLINE - Academic



Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature Link
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: Directory of Open Access Journals (DOAJ)
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  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: 4
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 5
  dbid: BENPR
  name: ProQuest Central
  url: http://www.proquest.com/pqcentral?accountid=15518
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2045-2322
EndPage 9
ExternalDocumentID oai_doaj_org_article_e93c1e25fd2a4e9bbd371bb541cf9e0d
PMC7840900
33504930
10_1038_s41598_021_82053_2
Genre Journal Article
GeographicLocations United States
United States--US
GeographicLocations_xml – name: United States
– name: United States--US
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M0L
M1P
M2P
M48
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RNT
RNTTT
RPM
SNYQT
UKHRP
AASML
AAYXX
AFPKN
CITATION
PHGZM
PHGZT
CGR
CUY
CVF
ECM
EIF
NPM
PJZUB
PPXIY
PQGLB
7XB
8FK
AARCD
K9.
PKEHL
PQEST
PQUKI
PRINS
Q9U
7X8
PUEGO
5PM
ID FETCH-LOGICAL-c588t-6c1d6c0d5434ec20d97be0c86cc3399e40bcafde8047608a35369d7dccc73ad53
IEDL.DBID M48
ISSN 2045-2322
IngestDate Wed Aug 27 01:30:02 EDT 2025
Thu Aug 21 18:04:51 EDT 2025
Fri Sep 05 02:44:46 EDT 2025
Wed Aug 13 06:24:06 EDT 2025
Mon Jul 21 06:01:07 EDT 2025
Thu Apr 24 23:03:59 EDT 2025
Tue Jul 01 01:07:19 EDT 2025
Fri Feb 21 02:39:18 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c588t-6c1d6c0d5434ec20d97be0c86cc3399e40bcafde8047608a35369d7dccc73ad53
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://www.nature.com/articles/s41598-021-82053-2
PMID 33504930
PQID 2480998794
PQPubID 2041939
PageCount 9
ParticipantIDs doaj_primary_oai_doaj_org_article_e93c1e25fd2a4e9bbd371bb541cf9e0d
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7840900
proquest_miscellaneous_2482657893
proquest_journals_2480998794
pubmed_primary_33504930
crossref_primary_10_1038_s41598_021_82053_2
crossref_citationtrail_10_1038_s41598_021_82053_2
springer_journals_10_1038_s41598_021_82053_2
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-01-27
PublicationDateYYYYMMDD 2021-01-27
PublicationDate_xml – month: 01
  year: 2021
  text: 2021-01-27
  day: 27
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2021
Publisher Nature Publishing Group UK
Nature Publishing Group
Nature Portfolio
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
– name: Nature Portfolio
References Lim, Kim, Koo, Kwon (CR31) 2019; 14
Kahn, Valdez (CR22) 2003; 78
Simental-Mendia, Rodriguez-Moran, Guerrero-Romero (CR24) 2008; 6
Previs, Cline, Shulman (CR43) 1999; 277
Huang (CR46) 2019; 65
Samuel, Shulman (CR33) 2016; 126
Li (CR48) 2019; 9
Morales-Gurrola (CR58) 2020; 43
Du (CR12) 2014; 13
Kershaw, Flier (CR51) 2004; 89
Petersen (CR39) 2007; 104
Greenfield (CR11) 1981; 30
Itani, Ruderman, Schmieder, Boden (CR36) 2002; 51
Gu (CR55) 2020; 2020
Shinozaki (CR6) 1996; 27
Lee (CR50) 2014; 9
Uruska (CR26) 2018; 12
Yeh (CR20) 2019; 18
Moon (CR19) 2018; 33
Oh, Sung, Lee (CR44) 2013; 21
Radikova (CR15) 2006; 114
Matsuda, Shimomura (CR52) 2013; 7
Ford, Giles, Dietz (CR8) 2002; 287
Ramezani Tehrani, Minooee, Azizi (CR45) 2014; 171
Zhang (CR54) 2017; 96
Bergman, Prager, Volund, Olefsky (CR10) 1987; 79
Miller (CR14) 2009; 55
Er (CR29) 2016; 11
Perry (CR42) 2014; 20
Ascaso (CR1) 2003; 26
Kahn, Hull, Utzschneider (CR53) 2006; 444
Yu (CR35) 2002; 277
Goodarzi (CR7) 2003; 52
Ramdas Nayak, Nayak, Vidyasagar, Rekha (CR56) 2020; 14
Després (CR4) 1996; 334
Samuel, Shulman (CR3) 2012; 148
Zheng (CR30) 2016; 14
DeFronzo, Tobin, Andres (CR9) 1979; 237
Guerrero-Romero (CR25) 2010; 95
Ho, Imai, King, Stuart (CR59) 2011; 42
Kim (CR38) 2001; 108
CR57
Bickerton (CR32) 2007; 56
Gayoso-Diz (CR18) 2013; 13
Kuusisto, Mykkanen, Pyorala, Laakso (CR5) 1995; 91
Szendroedi (CR37) 2014; 111
Dresner (CR34) 1999; 103
Petersen (CR40) 2002; 109
Abruzzese (CR47) 2017; 49
Hedblad, Nilsson, Janzon, Berglund (CR16) 2000; 17
Long (CR27) 2019; 17
Kahn (CR23) 2006; 29
Perry (CR41) 2015; 160
Kim (CR49) 2018; 13
Matthews (CR13) 1985; 28
Vasques (CR28) 2011; 93
Hanefeld, Hanefeld, Leonhardt (CR2) 1997
Amato (CR21) 2010; 33
Marques-Vidal (CR17) 2002; 25
GA Abruzzese (82053_CR47) 2017; 49
KF Petersen (82053_CR40) 2002; 109
P Gayoso-Diz (82053_CR18) 2013; 13
A Uruska (82053_CR26) 2018; 12
RJ Perry (82053_CR42) 2014; 20
DR Matthews (82053_CR13) 1985; 28
HS Kahn (82053_CR23) 2006; 29
RA DeFronzo (82053_CR9) 1979; 237
P Marques-Vidal (82053_CR17) 2002; 25
SH Lee (82053_CR50) 2014; 9
G Morales-Gurrola (82053_CR58) 2020; 43
MC Amato (82053_CR21) 2010; 33
SF Previs (82053_CR43) 1999; 277
J Kuusisto (82053_CR5) 1995; 91
WG Miller (82053_CR14) 2009; 55
JY Oh (82053_CR44) 2013; 21
EE Kershaw (82053_CR51) 2004; 89
JK Kim (82053_CR38) 2001; 108
F Ramezani Tehrani (82053_CR45) 2014; 171
VT Samuel (82053_CR3) 2012; 148
82053_CR57
RJ Perry (82053_CR41) 2015; 160
AC Vasques (82053_CR28) 2011; 93
MS Greenfield (82053_CR11) 1981; 30
VK Ramdas Nayak (82053_CR56) 2020; 14
B Hedblad (82053_CR16) 2000; 17
DE Ho (82053_CR59) 2011; 42
SE Kahn (82053_CR53) 2006; 444
Q Gu (82053_CR55) 2020; 2020
SI Itani (82053_CR36) 2002; 51
RN Bergman (82053_CR10) 1987; 79
T Du (82053_CR12) 2014; 13
VT Samuel (82053_CR33) 2016; 126
MO Goodarzi (82053_CR7) 2003; 52
C Yu (82053_CR35) 2002; 277
S Li (82053_CR48) 2019; 9
ES Ford (82053_CR8) 2002; 287
X Huang (82053_CR46) 2019; 65
M Hanefeld (82053_CR2) 1997
J Lim (82053_CR31) 2019; 14
WC Yeh (82053_CR20) 2019; 18
Z Radikova (82053_CR15) 2006; 114
LE Simental-Mendia (82053_CR24) 2008; 6
KF Petersen (82053_CR39) 2007; 104
F Guerrero-Romero (82053_CR25) 2010; 95
M Matsuda (82053_CR52) 2013; 7
LK Er (82053_CR29) 2016; 11
AS Bickerton (82053_CR32) 2007; 56
S Moon (82053_CR19) 2018; 33
K Shinozaki (82053_CR6) 1996; 27
HS Kahn (82053_CR22) 2003; 78
J Szendroedi (82053_CR37) 2014; 111
A Dresner (82053_CR34) 1999; 103
B Kim (82053_CR49) 2018; 13
JP Després (82053_CR4) 1996; 334
S Zheng (82053_CR30) 2016; 14
S Zhang (82053_CR54) 2017; 96
J Long (82053_CR27) 2019; 17
JF Ascaso (82053_CR1) 2003; 26
References_xml – volume: 42
  start-page: 1
  year: 2011
  end-page: 28
  ident: CR59
  article-title: MatchIt: Nonparametric preprocessing for parametric causal inference
  publication-title: J. Stat. Softw.
  doi: 10.18637/jss.v042.i08
– volume: 30
  start-page: 387
  year: 1981
  end-page: 392
  ident: CR11
  article-title: Assessment of insulin resistance with the insulin suppression test and the euglycemic clamp
  publication-title: Diabetes
  doi: 10.2337/diab.30.5.387
– volume: 28
  start-page: 412
  year: 1985
  end-page: 419
  ident: CR13
  article-title: Homeostasis model assessment: Insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man
  publication-title: Diabetologia
  doi: 10.1007/BF00280883
– volume: 103
  start-page: 253
  year: 1999
  end-page: 259
  ident: CR34
  article-title: Effects of free fatty acids on glucose transport and IRS-1-associated phosphatidylinositol 3-kinase activity
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI5001
– volume: 9
  start-page: e90430
  year: 2014
  ident: CR50
  article-title: Predicting the development of diabetes using the product of triglycerides and glucose: The Chungju metabolic disease cohort (CMC) study
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0090430
– volume: 237
  start-page: E214
  year: 1979
  end-page: 223
  ident: CR9
  article-title: Glucose clamp technique: A method for quantifying insulin secretion and resistance
  publication-title: Am. J. Physiol.
– volume: 91
  start-page: 831
  year: 1995
  end-page: 837
  ident: CR5
  article-title: Hyperinsulinemic microalbuminuria. A new risk indicator for coronary heart disease
  publication-title: Circulation
  doi: 10.1161/01.CIR.91.3.831
– volume: 148
  start-page: 852
  year: 2012
  end-page: 871
  ident: CR3
  article-title: Mechanisms for insulin resistance: Common threads and missing links
  publication-title: Cell
  doi: 10.1016/j.cell.2012.02.017
– start-page: 13
  year: 1997
  end-page: 24
  ident: CR2
  article-title: The metabolic syndrome: Roots, myths, and facts
  publication-title: The Metabolic Syndrome
– volume: 109
  start-page: 1345
  year: 2002
  end-page: 1350
  ident: CR40
  article-title: Leptin reverses insulin resistance and hepatic steatosis in patients with severe lipodystrophy
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI0215001
– volume: 334
  start-page: 952
  year: 1996
  end-page: 957
  ident: CR4
  article-title: Hyperinsulinemia as an independent risk factor for ischemic heart disease
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJM199604113341504
– volume: 25
  start-page: 1371
  year: 2002
  end-page: 1377
  ident: CR17
  article-title: Prevalence of insulin resistance syndrome in southwestern France and its relationship with inflammatory and hemostatic markers
  publication-title: Diabetes Care
  doi: 10.2337/diacare.25.8.1371
– volume: 287
  start-page: 356
  year: 2002
  end-page: 359
  ident: CR8
  article-title: Prevalence of the metabolic syndrome among US adults: Findings from the third National Health and nutrition examination survey
  publication-title: JAMA
  doi: 10.1001/jama.287.3.356
– volume: 126
  start-page: 12
  year: 2016
  end-page: 22
  ident: CR33
  article-title: The pathogenesis of insulin resistance: Integrating signaling pathways and substrate flux
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI77812
– volume: 52
  start-page: 713
  year: 2003
  end-page: 719
  ident: CR7
  article-title: Relative impact of insulin resistance and obesity on cardiovascular risk factors in polycystic ovary syndrome
  publication-title: Metabolism
  doi: 10.1016/S0026-0495(03)00031-3
– volume: 277
  start-page: 50230
  year: 2002
  end-page: 50236
  ident: CR35
  article-title: Mechanism by which fatty acids inhibit insulin activation of insulin receptor substrate-1 (IRS-1)-associated phosphatidyli nositol 3-kinase activity in muscle
  publication-title: J. Biol. Chem.
  doi: 10.1074/jbc.M200958200
– volume: 17
  start-page: 299
  year: 2000
  end-page: 307
  ident: CR16
  article-title: Relation between insulin resistance and carotid intima-media thickness and stenosis in non-diabetic subjects. Results from a cross-sectional study in Malmö, Sweden
  publication-title: Diabet. Med.
  doi: 10.1046/j.1464-5491.2000.00280.x
– volume: 29
  start-page: 151
  year: 2006
  end-page: 153
  ident: CR23
  article-title: The lipid accumulation product is better than BMI for identifying diabetes: A population-based comparison
  publication-title: Diabetes Care
  doi: 10.2337/diacare.29.01.06.dc05-1805
– volume: 49
  start-page: 23
  year: 2017
  end-page: 29
  ident: CR47
  article-title: Lipid accumulation product (LAP) and visceral adiposity index (VAI) as markers of insulin resistance and metabolic associated disturbances in young argentine women with polycystic ovary syndrome
  publication-title: Horm. Metab. Res.
– volume: 13
  start-page: 47
  year: 2013
  ident: CR18
  article-title: Insulin resistance (HOMA-IR) cut-off values and the metabolic syndrome in a general adult population: Effect of gender and age: EPIRCE cross-sectional study
  publication-title: BMC Endocr. Disord.
  doi: 10.1186/1472-6823-13-47
– volume: 160
  start-page: 745
  year: 2015
  end-page: 758
  ident: CR41
  article-title: Hepatic acetyl CoA links adipose tissue inflammation to hepatic insulin resistance and type 2 diabetes
  publication-title: Cell
  doi: 10.1016/j.cell.2015.01.012
– volume: 2020
  start-page: 3214716
  year: 2020
  ident: CR55
  article-title: Associations of triglyceride-glucose index and its derivatives with hyperuricemia risk: A cohort study in Chinese general population
  publication-title: Int. J. Endocrinol.
  doi: 10.1155/2020/3214716
– volume: 43
  start-page: 995
  year: 2020
  end-page: 1000
  ident: CR58
  article-title: The triglycerides and glucose index is associated with cardiovascular risk factors in metabolically obese normal-weight subjects
  publication-title: J. Endocrinol. Investig.
  doi: 10.1007/s40618-020-01184-x
– volume: 11
  start-page: e0149731
  year: 2016
  ident: CR29
  article-title: Triglyceride glucose-body mass index is a simple and clinically useful surrogate marker for insulin resistance in nondiabetic individuals
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0149731
– volume: 17
  start-page: 423
  year: 2019
  end-page: 429
  ident: CR27
  article-title: Screening for a simple and effective indicator of insulin resistance in Chinese reproductive-aged women, with the insulin clamp technique as a reference
  publication-title: Metab. Syndr. Relat. Disord.
  doi: 10.1089/met.2019.0019
– volume: 56
  start-page: 168
  year: 2007
  end-page: 176
  ident: CR32
  article-title: Preferential uptake of dietary fatty acids in adipose tissue and muscle in the postprandial period
  publication-title: Diabetes
  doi: 10.2337/db06-0822
– ident: CR57
– volume: 108
  start-page: 153
  year: 2001
  end-page: 160
  ident: CR38
  article-title: Glucose toxicity and the development of diabetes in mice with muscle specific inactivation of GLUT4
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI10294
– volume: 89
  start-page: 2548
  year: 2004
  end-page: 2556
  ident: CR51
  article-title: Adipose tissue as an endocrine organ
  publication-title: J. Clin. Endocrinol. Metab.
  doi: 10.1210/jc.2004-0395
– volume: 55
  start-page: 1011
  year: 2009
  end-page: 1018
  ident: CR14
  article-title: Toward standardization of insulin immunoassays
  publication-title: Clin. Chem.
  doi: 10.1373/clinchem.2008.118380
– volume: 33
  start-page: e197
  year: 2018
  ident: CR19
  article-title: The cut-off values of surrogate measures for insulin sensitivity in a healthy population in Korea according to the Korean National Health and nutrition examination survey (KNHANES) 2007–2010
  publication-title: J. Korean Med. Sci.
  doi: 10.3346/jkms.2018.33.e197
– volume: 20
  start-page: 759
  year: 2014
  end-page: 763
  ident: CR42
  article-title: Leptin reverses diabetes by suppression of the hypothalamic-pituitary-adrenal axis
  publication-title: Nat. Med.
  doi: 10.1038/nm.3579
– volume: 79
  start-page: 790
  year: 1987
  end-page: 800
  ident: CR10
  article-title: Equivalence of the insulin sensitivity index in man derived by the minimal model method and the euglycemic glucose clamp
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI112886
– volume: 13
  start-page: e0206994
  year: 2018
  ident: CR49
  article-title: The cut-off values of surrogate measures for insulin resistance in the Korean population according to the Korean genome and epidemiology study (KOGES)
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0206994
– volume: 96
  start-page: e7041
  year: 2017
  ident: CR54
  article-title: Triglyceride glucose-body mass index is effective in identifying nonalcoholic fatty liver disease in nonobese subjects
  publication-title: Medicine (Baltimore)
  doi: 10.1097/MD.0000000000007041
– volume: 21
  start-page: 1690
  year: 2013
  end-page: 1694
  ident: CR44
  article-title: The visceral adiposity index as a predictor of insulin resistance in young women with polycystic ovary syndrome
  publication-title: Obesity (Silver Spring)
  doi: 10.1002/oby.20096
– volume: 27
  start-page: 37
  year: 1996
  end-page: 43
  ident: CR6
  article-title: Role of insulin resistance associated with compensatory hyperinsulinemia in ischemic stroke
  publication-title: Stroke
  doi: 10.1161/01.STR.27.1.37
– volume: 114
  start-page: 249
  year: 2006
  end-page: 256
  ident: CR15
  article-title: Insulin sensitivity indices: A proposal of cut-off points for simple identification of insulin-resistant subjects
  publication-title: Exp. Clin. Endocrinol. Diabetes
  doi: 10.1055/s-2006-924233
– volume: 14
  start-page: 1265
  year: 2020
  end-page: 1272
  ident: CR56
  article-title: Predictive performance of traditional and novel lipid combined anthropometric indices to identify prediabetes
  publication-title: Diabetes Metab. Syndr.
  doi: 10.1016/j.dsx.2020.06.045
– volume: 78
  start-page: 928
  year: 2003
  end-page: 934
  ident: CR22
  article-title: Metabolic risks identified by the combination of enlarged waist and elevated triacylglycerol concentration
  publication-title: Am. J. Clin. Nutr.
  doi: 10.1093/ajcn/78.5.928
– volume: 26
  start-page: 3320
  year: 2003
  end-page: 3325
  ident: CR1
  article-title: Diagnosing insulin resistance by simple quantitative methods in subjects with normal glucose metabolism
  publication-title: Diabetes Care
  doi: 10.2337/diacare.26.12.3320
– volume: 14
  start-page: e0212963
  year: 2019
  ident: CR31
  article-title: Comparison of triglyceride glucose index, and related parameters to predict insulin resistance in Korean adults: An analysis of the 2007–2010 Korean National Health and nutrition examination survey
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0212963
– volume: 93
  start-page: e98
  year: 2011
  end-page: e100
  ident: CR28
  article-title: TyG index performs better than HOMA in a Brazilian population: A hyperglycemic clamp validated study
  publication-title: Diabetes Res. Clin. Pract.
  doi: 10.1016/j.diabres.2011.05.030
– volume: 171
  start-page: 199
  year: 2014
  end-page: 207
  ident: CR45
  article-title: Comparison of various adiposity indexes in women with polycystic ovary syndrome and normo-ovulatory non-hirsute women: A population-based study
  publication-title: Eur. J. Endocrinol.
  doi: 10.1530/EJE-14-0094
– volume: 104
  start-page: 12587
  year: 2007
  end-page: 12594
  ident: CR39
  article-title: The role of skeletal muscle insulin resistance in the pathogenesis of the metabolic syndrome
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0705408104
– volume: 51
  start-page: 2005
  year: 2002
  end-page: 2011
  ident: CR36
  article-title: Lipid-induced insulin resistance in human muscle is associated with changes in diacylglycerol, protein kinase C, and IκB-α
  publication-title: Diabetes
  doi: 10.2337/diabetes.51.7.2005
– volume: 444
  start-page: 840
  year: 2006
  end-page: 846
  ident: CR53
  article-title: Mechanisms linking obesity to insulin resistance and type 2 diabetes
  publication-title: Nature
  doi: 10.1038/nature05482
– volume: 111
  start-page: 9597
  year: 2014
  end-page: 9602
  ident: CR37
  article-title: Role of diacylglycerol activation of PKCθ in lipid-induced muscle insulin resistance in humans
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1409229111
– volume: 13
  start-page: 146
  year: 2014
  ident: CR12
  article-title: Clinical usefulness of lipid ratios, visceral adiposity indicators, and the triglycerides and glucose index as risk markers of insulin resistance
  publication-title: Cardiovasc. Diabetol.
  doi: 10.1186/s12933-014-0146-3
– volume: 12
  start-page: 734
  year: 2018
  end-page: 740
  ident: CR26
  article-title: TG/HDL-C ratio and visceral adiposity index may be useful in assessment of insulin resistance in adults with type 1 diabetes in clinical practice
  publication-title: J. Clin. Lipidol.
  doi: 10.1016/j.jacl.2018.01.005
– volume: 7
  start-page: e330
  year: 2013
  end-page: 341
  ident: CR52
  article-title: Increased oxidative stress in obesity: Implications for metabolic syndrome, diabetes, hypertension, dyslipidemia, atherosclerosis, and cancer
  publication-title: Obes. Res. Clin. Pract.
  doi: 10.1016/j.orcp.2013.05.004
– volume: 65
  start-page: 81
  year: 2019
  end-page: 85
  ident: CR46
  article-title: Body fat indices as effective predictors of insulin resistance in obese/non-obese polycystic ovary syndrome women in the Southwest of China
  publication-title: Endocrine
  doi: 10.1007/s12020-019-01912-1
– volume: 18
  start-page: 176
  year: 2019
  ident: CR20
  article-title: Elevated triglyceride-to-HDL cholesterol ratio is an indicator for insulin resistance in middle-aged and elderly Taiwanese population: A cross-sectional study
  publication-title: Lipids Health Dis.
  doi: 10.1186/s12944-019-1123-3
– volume: 14
  start-page: 260
  year: 2016
  ident: CR30
  article-title: Triglyceride glucose-waist circumference, a novel and effective predictor of diabetes in first-degree relatives of type 2 diabetes patients: Cross-sectional and prospective cohort study
  publication-title: J. Transl. Med.
  doi: 10.1186/s12967-016-1020-8
– volume: 277
  start-page: E154
  year: 1999
  end-page: E160
  ident: CR43
  article-title: A critical evaluation of mass isotopomer distribution analysis of gluconeogenesis in vivo
  publication-title: Am. J. Physiol.
– volume: 95
  start-page: 3347
  year: 2010
  end-page: 3351
  ident: CR25
  article-title: The product of triglycerides and glucose, a simple measure of insulin sensitivity. Comparison with the euglycemic-hyperinsulinemic clamp
  publication-title: J. Clin. Endocrinol. Metab.
  doi: 10.1210/jc.2010-0288
– volume: 9
  start-page: 7320
  year: 2019
  ident: CR48
  article-title: The role of the triglyceride (triacylglycerol) glucose index in the development of cardiovascular events: A retrospective cohort analysis
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-43776-5
– volume: 33
  start-page: 920
  year: 2010
  end-page: 922
  ident: CR21
  article-title: Visceral adiposity index: A reliable indicator of visceral fat function associated with cardiometabolic risk
  publication-title: Diabetes Care
  doi: 10.2337/dc09-1825
– volume: 6
  start-page: 299
  year: 2008
  end-page: 304
  ident: CR24
  article-title: The product of fasting glucose and triglycerides as surrogate for identifying insulin resistance in apparently healthy subjects
  publication-title: Metab. Syndr. Relat. Disord.
  doi: 10.1089/met.2008.0034
– volume: 79
  start-page: 790
  year: 1987
  ident: 82053_CR10
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI112886
– volume: 26
  start-page: 3320
  year: 2003
  ident: 82053_CR1
  publication-title: Diabetes Care
  doi: 10.2337/diacare.26.12.3320
– volume: 95
  start-page: 3347
  year: 2010
  ident: 82053_CR25
  publication-title: J. Clin. Endocrinol. Metab.
  doi: 10.1210/jc.2010-0288
– volume: 17
  start-page: 299
  year: 2000
  ident: 82053_CR16
  publication-title: Diabet. Med.
  doi: 10.1046/j.1464-5491.2000.00280.x
– volume: 14
  start-page: 260
  year: 2016
  ident: 82053_CR30
  publication-title: J. Transl. Med.
  doi: 10.1186/s12967-016-1020-8
– volume: 65
  start-page: 81
  year: 2019
  ident: 82053_CR46
  publication-title: Endocrine
  doi: 10.1007/s12020-019-01912-1
– volume: 89
  start-page: 2548
  year: 2004
  ident: 82053_CR51
  publication-title: J. Clin. Endocrinol. Metab.
  doi: 10.1210/jc.2004-0395
– volume: 444
  start-page: 840
  year: 2006
  ident: 82053_CR53
  publication-title: Nature
  doi: 10.1038/nature05482
– volume: 334
  start-page: 952
  year: 1996
  ident: 82053_CR4
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJM199604113341504
– volume: 29
  start-page: 151
  year: 2006
  ident: 82053_CR23
  publication-title: Diabetes Care
  doi: 10.2337/diacare.29.01.06.dc05-1805
– volume: 148
  start-page: 852
  year: 2012
  ident: 82053_CR3
  publication-title: Cell
  doi: 10.1016/j.cell.2012.02.017
– volume: 6
  start-page: 299
  year: 2008
  ident: 82053_CR24
  publication-title: Metab. Syndr. Relat. Disord.
  doi: 10.1089/met.2008.0034
– volume: 43
  start-page: 995
  year: 2020
  ident: 82053_CR58
  publication-title: J. Endocrinol. Investig.
  doi: 10.1007/s40618-020-01184-x
– volume: 13
  start-page: 47
  year: 2013
  ident: 82053_CR18
  publication-title: BMC Endocr. Disord.
  doi: 10.1186/1472-6823-13-47
– volume: 171
  start-page: 199
  year: 2014
  ident: 82053_CR45
  publication-title: Eur. J. Endocrinol.
  doi: 10.1530/EJE-14-0094
– volume: 111
  start-page: 9597
  year: 2014
  ident: 82053_CR37
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.1409229111
– volume: 104
  start-page: 12587
  year: 2007
  ident: 82053_CR39
  publication-title: Proc. Natl. Acad. Sci. U.S.A.
  doi: 10.1073/pnas.0705408104
– volume: 126
  start-page: 12
  year: 2016
  ident: 82053_CR33
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI77812
– volume: 20
  start-page: 759
  year: 2014
  ident: 82053_CR42
  publication-title: Nat. Med.
  doi: 10.1038/nm.3579
– volume: 12
  start-page: 734
  year: 2018
  ident: 82053_CR26
  publication-title: J. Clin. Lipidol.
  doi: 10.1016/j.jacl.2018.01.005
– volume: 14
  start-page: 1265
  year: 2020
  ident: 82053_CR56
  publication-title: Diabetes Metab. Syndr.
  doi: 10.1016/j.dsx.2020.06.045
– volume: 78
  start-page: 928
  year: 2003
  ident: 82053_CR22
  publication-title: Am. J. Clin. Nutr.
  doi: 10.1093/ajcn/78.5.928
– volume: 9
  start-page: 7320
  year: 2019
  ident: 82053_CR48
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-43776-5
– volume: 91
  start-page: 831
  year: 1995
  ident: 82053_CR5
  publication-title: Circulation
  doi: 10.1161/01.CIR.91.3.831
– volume: 30
  start-page: 387
  year: 1981
  ident: 82053_CR11
  publication-title: Diabetes
  doi: 10.2337/diab.30.5.387
– volume: 21
  start-page: 1690
  year: 2013
  ident: 82053_CR44
  publication-title: Obesity (Silver Spring)
  doi: 10.1002/oby.20096
– start-page: 13
  volume-title: The Metabolic Syndrome
  year: 1997
  ident: 82053_CR2
– volume: 17
  start-page: 423
  year: 2019
  ident: 82053_CR27
  publication-title: Metab. Syndr. Relat. Disord.
  doi: 10.1089/met.2019.0019
– volume: 7
  start-page: e330
  year: 2013
  ident: 82053_CR52
  publication-title: Obes. Res. Clin. Pract.
  doi: 10.1016/j.orcp.2013.05.004
– volume: 42
  start-page: 1
  year: 2011
  ident: 82053_CR59
  publication-title: J. Stat. Softw.
  doi: 10.18637/jss.v042.i08
– volume: 287
  start-page: 356
  year: 2002
  ident: 82053_CR8
  publication-title: JAMA
  doi: 10.1001/jama.287.3.356
– volume: 277
  start-page: E154
  year: 1999
  ident: 82053_CR43
  publication-title: Am. J. Physiol.
– volume: 56
  start-page: 168
  year: 2007
  ident: 82053_CR32
  publication-title: Diabetes
  doi: 10.2337/db06-0822
– volume: 114
  start-page: 249
  year: 2006
  ident: 82053_CR15
  publication-title: Exp. Clin. Endocrinol. Diabetes
  doi: 10.1055/s-2006-924233
– volume: 13
  start-page: 146
  year: 2014
  ident: 82053_CR12
  publication-title: Cardiovasc. Diabetol.
  doi: 10.1186/s12933-014-0146-3
– volume: 28
  start-page: 412
  year: 1985
  ident: 82053_CR13
  publication-title: Diabetologia
  doi: 10.1007/BF00280883
– volume: 2020
  start-page: 3214716
  year: 2020
  ident: 82053_CR55
  publication-title: Int. J. Endocrinol.
  doi: 10.1155/2020/3214716
– volume: 108
  start-page: 153
  year: 2001
  ident: 82053_CR38
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI10294
– volume: 96
  start-page: e7041
  year: 2017
  ident: 82053_CR54
  publication-title: Medicine (Baltimore)
  doi: 10.1097/MD.0000000000007041
– volume: 33
  start-page: 920
  year: 2010
  ident: 82053_CR21
  publication-title: Diabetes Care
  doi: 10.2337/dc09-1825
– volume: 103
  start-page: 253
  year: 1999
  ident: 82053_CR34
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI5001
– volume: 11
  start-page: e0149731
  year: 2016
  ident: 82053_CR29
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0149731
– volume: 160
  start-page: 745
  year: 2015
  ident: 82053_CR41
  publication-title: Cell
  doi: 10.1016/j.cell.2015.01.012
– volume: 237
  start-page: E214
  year: 1979
  ident: 82053_CR9
  publication-title: Am. J. Physiol.
– volume: 18
  start-page: 176
  year: 2019
  ident: 82053_CR20
  publication-title: Lipids Health Dis.
  doi: 10.1186/s12944-019-1123-3
– volume: 55
  start-page: 1011
  year: 2009
  ident: 82053_CR14
  publication-title: Clin. Chem.
  doi: 10.1373/clinchem.2008.118380
– volume: 14
  start-page: e0212963
  year: 2019
  ident: 82053_CR31
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0212963
– volume: 109
  start-page: 1345
  year: 2002
  ident: 82053_CR40
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI0215001
– ident: 82053_CR57
– volume: 51
  start-page: 2005
  year: 2002
  ident: 82053_CR36
  publication-title: Diabetes
  doi: 10.2337/diabetes.51.7.2005
– volume: 13
  start-page: e0206994
  year: 2018
  ident: 82053_CR49
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0206994
– volume: 25
  start-page: 1371
  year: 2002
  ident: 82053_CR17
  publication-title: Diabetes Care
  doi: 10.2337/diacare.25.8.1371
– volume: 277
  start-page: 50230
  year: 2002
  ident: 82053_CR35
  publication-title: J. Biol. Chem.
  doi: 10.1074/jbc.M200958200
– volume: 27
  start-page: 37
  year: 1996
  ident: 82053_CR6
  publication-title: Stroke
  doi: 10.1161/01.STR.27.1.37
– volume: 33
  start-page: e197
  year: 2018
  ident: 82053_CR19
  publication-title: J. Korean Med. Sci.
  doi: 10.3346/jkms.2018.33.e197
– volume: 52
  start-page: 713
  year: 2003
  ident: 82053_CR7
  publication-title: Metabolism
  doi: 10.1016/S0026-0495(03)00031-3
– volume: 49
  start-page: 23
  year: 2017
  ident: 82053_CR47
  publication-title: Horm. Metab. Res.
– volume: 9
  start-page: e90430
  year: 2014
  ident: 82053_CR50
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0090430
– volume: 93
  start-page: e98
  year: 2011
  ident: 82053_CR28
  publication-title: Diabetes Res. Clin. Pract.
  doi: 10.1016/j.diabres.2011.05.030
SSID ssj0000529419
Score 2.5655048
Snippet This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP), triglycerides...
Abstract This study aimed to compare the accuracy of novel lipid indices, including the visceral adiposity index (VAI), lipid accumulation product (LAP),...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 2366
SubjectTerms 692/163
692/163/2743
692/308/174
Adipose tissue
Adult
Biomarkers - blood
Blood Glucose - metabolism
Body mass index
Endocrine System Diseases - epidemiology
Female
Homeostasis
Humanities and Social Sciences
Humans
Insulin
Insulin Resistance
Laboratory tests
Lipids
Lipids - blood
Male
Metabolic Diseases - epidemiology
Middle Aged
multidisciplinary
Population studies
Population Surveillance
Risk assessment
ROC Curve
Science
Science (multidisciplinary)
Triglycerides
United States - epidemiology
Young Adult
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEBYlEOil9F2naVCht1aJXralYxMaQqG9tAu5CWkk08DGG9brQ_59R7bXzfZ56dUawaD5NPPJ0swQ8gY5BrLopmJRx8A0IIx9lJpxiNEIMBjic4Lzp8_VxUJ_vCwv77T6ym_CxvLA48KdJKtAJFk2UXqdbAhR1SKEUgtobOIxe19u-Z3D1FjVW1ot7JQlw5U56TBS5WwyKRgGvVIxuROJhoL9v2OZvz6W_OnGdAhE5w_Jg4lB0vej5o_IvdQ-JvtjT8nbJ-Q6d6OONF9FowugvqPdVa4ATH0b6TYPcnlL-y41_ZJ2_Xq9yr_S6HV-qLPuKLJYOr1Qp3gWz_wSgYGfKHJFujj-ckxv5q5fT8ni_MPXsws29VRgUBqzYRWIWAGPOaM0geTR1iFxMBWAQq6SNA_gm5gM13XFjVelqmysIwDUysdSPSN77apNLwhtpMRJ0SAjAJ1Q1gSFAho5n2xA-YKI7fo6mAqO574XSzdcfCvjRps4tIkbbOJkQd7Oc27Gcht_lT7NZpslc6ns4QMCyE0Acv8CUEEOt0Z30_7tnNQGMWzQWRXk9TyMOy9fp_g2rfpBRlbo8KwqyPMRI7MmSpV49FK8IPUOenZU3R1pr74N1b3rfOTmOPPdFmc_1PrzUhz8j6V4Se7LvEG4YLI-JHubdZ9eIefahKNhe30HN7sqFQ
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3Nb9UwDI9gCIkL4puygYLEDbKlSdqkJwSIaUKCCzzp3aI2SWHSW_toXw_772e3aafHx66JU6WxE_9ixzYhbwBjAIquc-aVr5hyIMalF4px571JnQEVjwHOX7_lZyv1ZZ2to8Gtj88q5zNxPKh969BGfiKUga8aEJ_3298Mq0ahdzWW0LhN7qSARLB0g17rxcaCXiyVFjFWhktz0oO-wpgykTJQfZlkYk8fjWn7_4U1_34y-YffdFRHpw_I_Ygj6YeJ8Q_JrdA8InenypKXj8kF1qT2FB3ScBDQsqf9OeYBpmXj6RwNubmkQx_qYUP7oetaNKjRC3yu0_UUsCyN79Qp3MgRZYJ4QBMFxEhXx9-P6Xap_fWErE4___h0xmJlBeYyY3Ysd6nPHfcYVxqc4L7QVeDO5M5JQCxB8cqVtQ-GK51zU8pM5oXX3jmnZekz-ZQcNG0TnhNaCwGDvAFc4FQAWlNJIFCA_ETtZJmQdF5f62Lacax-sbGj-1saO_HEAk_syBMrEvJ2GbOdkm7cSP0R2bZQYsLssaHtftq4_2wopEuDyGovShWKqvJSp1WVqdTVReA-IUcz023cxb29lrmEvF66Yf-hU6VsQjuMNCKHY6-QCXk2ycgyEykzuIBJnhC9Jz17U93vac5_jTm-NV68OYx8N8vZ9bT-vxQvbv6LQ3JPoOjzlAl9RA523RBeAqbaVa_GjXMFeH8gJw
  priority: 102
  providerName: ProQuest
– databaseName: Springer Nature HAS Fully OA
  dbid: AAJSJ
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB5VWyFxQZRn2oKMxA1SHNtJnOOCqKqV4FJW6s1Kxg5U2marZHPov2fsPNBCQeLqjCUr8_rseQG8JYxBKLrOYqtsFSskMS6tUDFHa3WCmly8L3D-8jW7WKvVVXp1AGKqhQlJ-6GlZTDTU3bYh44cjS8GE0lMPiuVMZndQ52T-V3A4XK5ulzNLys-dqWSYqyQ4VLfs3nPC4Vm_fchzD8TJX-LlgYndP4YHo3okS2H8x7BgWuewINhnuTdU7jxk6gt82FoUn9Wdqy79t1_WdlYNtVAbu5Y37m637Cub9utf0ZjNz5Jp-0YIVg2Zqczuod7bElCQUuMcCJbn12esdt54tczWJ9__vbpIh7nKcSYar2LM0xshtz6alKHgtsirxxHnSFKwilO8QrL2jrNVZ5xXcpUZoXNLSLmsrSpfA6LZtu4l8BqIWiT1YQGUDmi1ZUkAkV4T9QoywiS6f8aHJuN-5kXGxOC3lKbgSeGeGICT4yI4N2853ZotfFP6o-ebTOlb5MdFrbtdzOKjXGFxMSJtLaiVK6oKivzpKpSlWBdOG4jOJ2Ybkbd7YxQmuRXk6GK4M38mbTOh1LKxm37QCMyMnaFjODFICPzSaRM6doleQT5nvTsHXX_S3P9I3T2zv11m9PO95Oc_TrW33_F8f-Rn8BD4VWBJ7HIT2Gxa3v3ipDVrno9qtJPUKsfLA
  priority: 102
  providerName: Springer Nature
Title Lipid indices as simple and clinically useful surrogate markers for insulin resistance in the U.S. population
URI https://link.springer.com/article/10.1038/s41598-021-82053-2
https://www.ncbi.nlm.nih.gov/pubmed/33504930
https://www.proquest.com/docview/2480998794
https://www.proquest.com/docview/2482657893
https://pubmed.ncbi.nlm.nih.gov/PMC7840900
https://doaj.org/article/e93c1e25fd2a4e9bbd371bb541cf9e0d
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3di9QwEA_nHYIv4rfVc4ngm2ZNk7RJH0T2ljuOBQ_xXNi30CbpebDXPdtdcP97J-mHrK7iUyGdlJD5JfNLJzOD0BvgGMCiy5RYYQsiDMA4t0wQaqxVsVFg4n2A86eL9HwuZotkcYD6ckfdBDZ7j3a-ntS8Xo5_fN9-hAX_oQ0ZV-8bMEI-UIzFBOxZwglsyUfBX-Sv8nV0v831zTIRan34JOwEyATr4mj2f2bHVoWU_vt46J_XKX_zqQZTdfYA3e84Jp60oHiIDlz1CN1tq05uH6MbX6_aYu-shk0C5w1urn2OYJxXFveRksst3jSu3Cxxs6nrlf_Zhm_8VZ66wcBzcXeHHcNp3TNQgA40YWCTeD6-HOPboS7YEzQ_O_06PSdd1QViEqXWJDWxTQ21PubUGUZtJgtHjUqN4cBmnKCFyUvrFBUypSrnCU8zK60xRvLcJvwpOqxWlXuOcMkYdLIKOIMRDmRVwUFAACtkpeF5hOJ-frXpUpL7yhhLHVzjXOlWJxp0ooNONIvQ26HPbZuQ45_SJ15tg6RPph0aVvWV7tamdhk3sWNJaVkuXFYUlsu4KBIRmzJz1EbouFe67gGqmVCAcgXbWYReD69hbXqHS1651SbIsBS2xIxH6FmLkWEknCdwOOM0QnIHPTtD3X1TXX8L-b-lP5RT6Pmux9mvYf19Kl78xzBfonvM45_GhMljdLiuN-4VkK51MUJ35EKO0NFkMrucwfPk9OLzF2idptNR-JExCmvtJ5t3LPY
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELaqIgSXindTChgJTpDWsZ3EOSDEq9rSx4WutDeT2A5U2iZLshHaP8VvZCavann01msyjhzP67PHM0PIC8AYgKLzyLfSZr40IMap5dJnxloVGAUuHhOcT06jyVR-noWzDfJryIXBa5WDTWwNtS0NnpHvc6ngqwrE5-3ih49dozC6OrTQ6MTiyK1-wpatfnP4Efj7kvODT2cfJn7fVcA3oVJLPzKBjQyzmFPpDGc2iTPHjIqMEeCtnWSZSXPrFJNxxFQqQhElNrbGmFikFrtEgMm_ITHECPoTz-LxTAejZjJI-twcJtR-Df4Rc9h44IOrDYXP1_xf2ybgX9j27yuaf8RpW_d3cIds9biVvusE7S7ZcMU9crPrZLm6Ty6wB7alGAAHw0PTmtbnWHeYpoWlQ_blfEWb2uXNnNZNVZV4gEcv8HpQVVPAzrS_F08rVyOqBXGERxQQKp3ufdmji7HX2AMyvZY1f0g2i7Jw24TmnMMgqwCHGOmAVmUCCCQgTZ4bkXokGNZXm77MOXbbmOs23C6U7niigSe65YnmHnk1jll0RT6upH6PbBspsUB3-6Csvule37VLhAkcD3PLU-mSLLMiDrIslIHJE8esR3YHpuveatT6UsY98nx8DfqOQZy0cGXT0vAIzGwiPPKok5FxJkKEsOETzCPxmvSsTXX9TXH-va0pHuNGn8HI14OcXU7r_0uxc_VfPCO3Jmcnx_r48PToMbnNUQ1Y4PN4l2wuq8Y9ATy3zJ62SkTJ1-vW2t949l4E
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELaqViAuiDcpBYwEJ0jXsZ3EOVSI0q5aCqsKWKk3k9gOrdRml2RXaP8iv4qZrJNqefTWazKOHM945rPnRchLwBiAossktNIWoTQgxrnlMmTGWhUZBSYeE5w_jZKDsfxwEp-skV9dLgyGVXY6sVXUdmLwjnzApYKvKhCfQenDIo73hm-nP0LsIIWe1q6dRu7bLNidttyYT_I4coufcJxrdg73gPevOB_uf31_EPqOA6GJlZqFiYlsYpjFfEtnOLNZWjhmVGKMAEvuJCtMXlqnmEwTpnIRiySzqTXGpCK32EECzMFGCrRwENzY3R8df-5vfNCnJqPMZ-4woQYNWE_McONRCIY4FiFfsY5tE4F_Id-_Azj_8OK2xnF4h9z2qJa-W4rhXbLmqnvkxrLP5eI-ucAO2ZaiexzUEs0b2pxhVWKaV5Z2uZnnCzpvHKw6beZ1PcHrPXqBwUN1QwFZUx81T2vXIOYFYYVHFPArHW9_2abTvhPZAzK-llV_SNarSeUeE1pyDoOsApRipANaVQggkIBDeWlEHpCoW19tfBF07MVxrltnvFB6yRMNPNEtTzQPyOt-zHRZAuRK6l1kW0-J5bvbB5P6u_baQLtMmMjxuLQ8ly4rCivSqChiGZkyc8wGZKtjuvY6pdGXOyAgL_rXoA3QxZNXbjJvaXgCSjgTAXm0lJF-JkLEcBwULCDpivSsTHX1TXV22lYcT_EagMHIN52cXU7r_0uxefVfPCc3YQfrj4ejoyfkFsddwKKQp1tkfVbP3VMAe7Pimd9FlHy77o37Gz8uaN8
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=Lipid+indices+as+simple+and+clinically+useful+surrogate+markers+for+insulin+resistance+in+the+U.S.+population&rft.jtitle=Scientific+reports&rft.au=Lee%2C+Juncheol&rft.au=Kim%2C+Bongyoung&rft.au=Kim%2C+Wonhee&rft.au=Ahn%2C+Chiwon&rft.date=2021-01-27&rft.issn=2045-2322&rft.eissn=2045-2322&rft.volume=11&rft.issue=1&rft.spage=2366&rft_id=info:doi/10.1038%2Fs41598-021-82053-2&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon