Evidence map›Paper›PMID 34348996›Full record

ArticleDiabetes care2021

Second-Line Therapy for Type 2 Diabetes Management: The Treatment/Benefit Paradox of Cardiovascular and Kidney Comorbidities.

Rozalina G McCoy, Holly K Van Houten, Pinar Karaca-Mandic, Joseph S Ross, Victor M Montori, Nilay D Shah

Open access · bronzeAbstract read
In one paragraph

Article in Diabetes care, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
6.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 53 citations in OpenAlex.

  1. Article
  2. SGLT2i and GLP-1RA Use in the USA.Journal of general internal medicine · 2026
    Article
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  4. Review
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  11. A National Physician Survey Examining Switching From Sulfonylureas or Insulin to Newer Diabetes Medications.Clinical diabetes : a publication of the American Diabetes Association · 2025
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  16. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 1 country.

Rozalina G McCoyDivision of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN mccoy.rozalina@mayo.edu.ORCID https://orcid.org/0000-0002-2289-3183
Holly K Van HoutenMayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN.
Pinar Karaca-MandicDepartment of Finance and Medical Industry Leadership Institute, Carlson School of Management, University of Minnesota, Minneapolis, MN.
Joseph S RossNational Clinician Scholars Program, Department of Internal Medicine, Yale School of Medicine, New Haven, CT.
Victor M MontoriDivision of Endocrinology, Diabetes, Metabolism, & Nutrition, Department of Medicine, Mayo Clinic, Rochester, MN.ORCID https://orcid.org/0000-0003-0595-2898
Nilay D ShahMayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN.
Mayo Clinic in Arizona · USOptum (United States) · USUniversity of Minnesota · USYale New Haven Hospital · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Understanding and Improving Healthcare Decision-Making and Outcomes for People Living with Alzheimer's Disease and Related DementiasP01AG005842 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI Katherine Baicker · 1986 to 2026
$56.5M
Translational Research Core - Engagement and Behavior ChangeP30DK111024 · NIDDK · EMORY UNIVERSITY · PI Mohammed Kumail Ali · 2016 to 2026
$13.4M
Shared decision making for stroke prevention in atrial fibrillation (SDM4Afib)R01HL131535 · NHLBI · MAYO CLINIC ROCHESTER · PI MONTORI, VICTOR MANUEL · 2016 to 2020
$3.2M
Predicting the Risk of Severe Hypoglycemic and Hyperglycemic Events in Adults with DiabetesK23DK114497 · NIDDK · MAYO CLINIC ROCHESTER · PI MCCOY, ROZALINA GRUBINA · 2017 to 2021
$846k
Diffusion of Clinical Evidence into Practice: Physician Networks, Delivery Organizations, and MarketsR56HL130496 · NHLBI · UNIVERSITY OF MINNESOTA · PI KARACA-MANDIC, PINAR · 2016 to 2016
$634k
AHRQ HHS R01 HS022882AHRQ HHS R01 HS025164AHRQ HHS R01 HS025402AHRQ HHS R03 HS025517AHRQ HHS U19 HS024075FDA HHS U01 FD004585FDA HHS U01 FD005938NCATS NIH HHS UL1 TR001863NHLBI NIH HHS R01 HL131535NHLBI NIH HHS R56 HL130496NIA NIH HHS P01 AG005842NIDDK NIH HHS K23 DK114497NIDDK NIH HHS P30 DK111024
6 · The paper itself

Abstract

objectiveTo examine whether glucagon-like peptide 1 receptor agonists (GLP-1RA) and sodium-glucose cotransporter 2 inhibitors (SGLT2i) are preferentially initiated among patients with cardiovascular disease, heart failure (HF), or nephropathy, where these drug classes have established benefit, compared with dipeptidyl peptidase 4 inhibitors (DPP-4i), for which corresponding benefits have not been demonstrated. RESEARCH DESIGN AND

methodsWe retrospectively analyzed claims of adults with type 2 diabetes included in OptumLabs Data Warehouse, a deidentified database of commercially insured and Medicare Advantage beneficiaries, who first started GLP-1RA, SGLT2i, or DPP-4i therapy between 2016 and 2019. Using multinomial logistic regression, we examined the relative risk ratios (RRR) of starting GLP-1RA and SGLT2i compared with DPP-4i for those with a history of myocardial infarction (MI), cerebrovascular disease, HF, and nephropathy after adjusting for demographic and other clinical factors.

resultsWe identified 75,395 patients who started GLP-1RA, 58,234 who started SGLT2i, and 91,884 who started DPP-4i. Patients with prior MI, cerebrovascular disease, or nephropathy were less likely to start GLP-1RA rather than DPP-4i compared with patients without these conditions (RRR 0.83 [95% CI 0.78-0.88] for MI, RRR 0.77 [0.74-0.81] for cerebrovascular disease, and RRR 0.87 [0.84-0.91] for nephropathy). Patients with HF or nephropathy were less likely to start SGLT2i (RRR 0.83 [0.80-0.87] for HF and RRR 0.57 [0.55-0.60] for nephropathy). Both medication classes were less likely to be started by non-White and older patients.

conclusionsPatients with cardiovascular disease, HF, and nephropathy, for whom evidence suggests a greater likelihood of benefiting from GLP-1RA and/or SGLT2i therapy, were less likely to start these drugs. Addressing this treatment/benefit paradox, which was most pronounced in non-White and older patients, may help reduce the morbidity associated with these conditions.

Identifiers

PMID34348996
PMCPMC8929191
OpenAlexW3189046973

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.