Purpose Sodium-glucose cotransporter-2 inhibitors (SGLT-2i) are increasingly being considered as first-line treatment for type 2 diabetes (T2D). The benefits of SGLT-2i from cardiovascular outcome trials may lead to preferential prescribing of SGLT-2i to patients at high cardiovascular risk, possibly causing confounding in non-randomized studies of SGLT-2i as first-line treatment. We assessed evolving imbalances in characteristics of patients starting SGLT-2i versus metformin as first-line monotherapy. Methods Using claims data from two US commercial health insurance and Medicare, we identified patients with T2D aged >= 18 years (>65 years in Medicare) initiating first-line SGLT-2i or metformin from 2013 through 2019. Standardized differences (SDs) for patient characteristics were assessed during four consecutive calendar time blocks (T1:4/2013-12/2014; T2:1/2015-6/2016; T3:7/2016-12/2017; and T4:1/2018-12/2019). We also estimated the propensity score of receiving SGLT-2i versus metformin within each time block and evaluated time trends in model discrimination with c-statistics. Results We identified 9113 initiators of first-line SGLT-2i and 810 348 initiators of first-line metformin. During T1, SGLT-2i initiators were younger (SD = -0.24) and less likely to have seen cardiologists (-0.07) with a similar prevalence of CVD (0.04) compared with metformin. During T4, patients were more balanced for age (-0.01). Cardiologist visits (0.08) and CVD (0.25) became more prevalent among SGLT-2i initiators. Conclusions When comparing initiators of first-line SGLT-2i versus metformin, imbalances in patient characteristics evolved from 2013 through 2019, particularly channeling SGLT-2i to individuals at high cardiovascular risk. Evolving channeling in prescribing first-line SGLT-2i should be expected and accounted for in non-randomized comparative effectiveness research.
机构:
UT Southwestern Med Ctr, Med, Dallas, TX 75390 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Das, Sandeep R.
Everett, Brendan M.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Everett, Brendan M.
Birtcher, Kim K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Houston, Coll Pharm, Houston, TX 77030 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Birtcher, Kim K.
Brown, Jenifer M.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Cardiol, 75 Francis St, Boston, MA 02115 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Brown, Jenifer M.
Cefalu, William T.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Diabet Assoc, Arlington, VA USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Cefalu, William T.
Januzzi, James L., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, Med, Boston, MA USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Januzzi, James L., Jr.
Kalyani, Rita Rastogi
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Med, Baltimore, MD USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kalyani, Rita Rastogi
Kosiborod, Mikhail
论文数: 0引用数: 0
h-index: 0
机构:
St Lukes Mid Amer Heart Inst, Kansas City, MO USA
Univ Missouri, Med, Kansas City, MO 64110 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kosiborod, Mikhail
Magwire, Melissa L.
论文数: 0引用数: 0
h-index: 0
机构:
Shawnee Mission Hlth Endocrine Clin, Merriam, KS USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Magwire, Melissa L.
Morris, Pamela B.
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Cardiovasc Hlth Program, Charleston, SC 29425 USA
Womens Heart Care, New York, NY USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Morris, Pamela B.
Sperling, Laurence S.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Heart Dis Prevent Ctr, Med Cardiol, Atlanta, GA USA
Emory Univ, Hubert Dept Global Hlth, Rollins Sch Publ Hlth, Global Hlth, Atlanta, GA 30322 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Sperling, Laurence S.
Ahmad, Tariq
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h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Ahmad, Tariq
Hucker, William
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Hucker, William
Kumbhani, Dharam J.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kumbhani, Dharam J.
Marine, Joseph E.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Marine, Joseph E.
Piana, Robert N.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Piana, Robert N.
Rao, Sunil V.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Rao, Sunil V.
Scherrer-Crosbie, Marielle
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Scherrer-Crosbie, Marielle
Watson, Karol E.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Watson, Karol E.
Wiggins, Barbara S.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
机构:
UT Southwestern Med Ctr, Med, Dallas, TX 75390 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Das, Sandeep R.
Everett, Brendan M.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Everett, Brendan M.
Birtcher, Kim K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Houston, Coll Pharm, Houston, TX 77030 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Birtcher, Kim K.
Brown, Jenifer M.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Cardiol, 75 Francis St, Boston, MA 02115 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Brown, Jenifer M.
Cefalu, William T.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Diabet Assoc, Arlington, VA USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Cefalu, William T.
Januzzi, James L., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, Med, Boston, MA USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Januzzi, James L., Jr.
Kalyani, Rita Rastogi
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Med, Baltimore, MD USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kalyani, Rita Rastogi
Kosiborod, Mikhail
论文数: 0引用数: 0
h-index: 0
机构:
St Lukes Mid Amer Heart Inst, Kansas City, MO USA
Univ Missouri, Med, Kansas City, MO 64110 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kosiborod, Mikhail
Magwire, Melissa L.
论文数: 0引用数: 0
h-index: 0
机构:
Shawnee Mission Hlth Endocrine Clin, Merriam, KS USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Magwire, Melissa L.
Morris, Pamela B.
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Cardiovasc Hlth Program, Charleston, SC 29425 USA
Womens Heart Care, New York, NY USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Morris, Pamela B.
Sperling, Laurence S.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Heart Dis Prevent Ctr, Med Cardiol, Atlanta, GA USA
Emory Univ, Hubert Dept Global Hlth, Rollins Sch Publ Hlth, Global Hlth, Atlanta, GA 30322 USAUT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Sperling, Laurence S.
Ahmad, Tariq
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Ahmad, Tariq
Hucker, William
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Hucker, William
Kumbhani, Dharam J.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Kumbhani, Dharam J.
Marine, Joseph E.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Marine, Joseph E.
Piana, Robert N.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Piana, Robert N.
Rao, Sunil V.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Rao, Sunil V.
Scherrer-Crosbie, Marielle
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Scherrer-Crosbie, Marielle
Watson, Karol E.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA
Watson, Karol E.
Wiggins, Barbara S.
论文数: 0引用数: 0
h-index: 0
机构:UT Southwestern Med Ctr, Med, Dallas, TX 75390 USA