Katherine L. Modzelewski’s research while affiliated with University of Massachusetts Chan Medical School and other places

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Publications (28)


Comparative Outcomes of Empagliflozin to Dapagliflozin in Patients With Heart Failure
  • Article

May 2024

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10 Reads

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12 Citations

JAMA Network Open

Katherine L Modzelewski

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Alexandra Pipilas

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Nicholas A Bosch

Importance Sodium-glucose cotransporter-2 (SGLT2) inhibitors have been shown to have benefits when used in patients with heart failure. The comparative outcomes of SGLT2 inhibitors relative to each other has not been well defined and may impact medication selection. Objective To determine the comparative outcomes of empagliflozin and dapagliflozin on reducing the composite of all-cause mortality and hospitalizations in patients with heart failure. Design, Setting, and Participants This multicenter retrospective cohort study included patients with heart failure from August 18, 2021, and December 6, 2022, in the TriNetX Research Collaborative, a centralized database of deidentified electronic medical record data from a network of 81 health care organizations. Eligible patients had a diagnosis of heart failure, had never received an SGLT2 inhibitor previously, and were newly started on empagliflozin or dapagliflozin. Patients were followed up for 1 year. Exposure Initiation of dapagliflozin or empagliflozin. Main Outcomes and Measures The primary outcome was the time to the composite of all-cause mortality or hospitalization between study days 1 to 365. Kaplan-Meier analyses, hazard ratios (HRs), and 95% CIs were used to assess the primary outcome. Results Among 744 914 eligible patients, 28 075 began empagliflozin (15 976 [56.9%]) or dapagliflozin (12 099 [43.1%]). After nearest-neighbor matching for demographics, diagnoses, and medication use, there were 11 077 patients in each group. Of patients who received empagliflozin, 9247 (57.9%) were male, 3130 (19.6%) were Black individuals, and 9576 (59.9%) were White individuals. Similarly, of those who received dapagliflozin, 7439 (61.5%) were male, 2445 (20.2%) were Black individuals, and 7131 (58.9%) were White individuals. Patients receiving empagliflozin were less likely to experience the composite of all-cause mortality or hospitalization compared with those initiated on dapagliflozin (3545 [32.2%] vs 3828 [34.8%] events; HR, 0.90 [95% CI, 0.86-0.94]) in the year following SGLT2 inhibitor initiation and less likely to be hospitalized (HR, 0.90 [95% CI, 0.86-0.94]). All-cause mortality did not differ between exposure groups (HR, 0.91 [95% CI, 0.82-1.00]). There was no difference in mean hemoglobin A 1c or adverse events between groups. Conclusions and Relevance In this cohort study, patients who initiated empagliflozin were less likely to experience the composite of all-cause mortality or hospitalization compared with patients who started dapagliflozin. Additional studies are needed to confirm these finding.


Case 46: Pheochromocytoma and Diabetes

January 2024

Type 1 and type 2 diabetes account for up to 90% of all cases of diabetes. However, the remaining “atypical” cases, while rare, appear frequently enough that every practitioner should be aware of them. Some forms of diabetes, distinct from type 1 or type 2 diabetes, are caused by single gene mutations. In addition to monogenic diabetes, other atypical causes of diabetes include: genetic defects in insulin action; diseases of the exocrine pancreas; and endocrinopathies. Atypical Diabetes is divided into three parts, each exploring distinct categories of atypical diabetes, and each part includes case studies that illustrate the clinical challenges presented by different forms of atypical diabetes. This book is a comprehensive resource for the successful diagnosis and treatment of these rare, but significant, forms of diabetes.


Comparison of Propylthiouracil vs Methimazole for Thyroid Storm in Critically Ill Patients
  • Article
  • Full-text available

April 2023

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164 Reads

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13 Citations

JAMA Network Open

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Katherine L Modzelewski

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Anica C Law

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[...]

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Nicholas A Bosch

Importance: Thyroid storm is the most severe form of thyrotoxicosis, with high mortality, and is treated with propylthiouracil and methimazole. Some guidelines recommend propylthiouracil over methimazole, although the difference in outcomes associated with each treatment is unclear. Objective: To compare outcomes associated with use of propylthiouracil vs methimazole for the treatment of thyroid storm. Design, setting, and participants: This comparative effectiveness study comprised a large, multicenter, US-based cohort from the Premier Healthcare Database between January 1, 2016, and December 31, 2020. It included 1383 adult patients admitted to intensive or intermediate care units with a diagnosis of thyroid storm per International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes and treated with either propylthiouracil or methimazole. Analyses were conducted from July 2022 to February 2023. Exposure: Patients received either propylthiouracil or methimazole for treatment of thyroid storm. Exposure was assigned based on the initial thionamide administered. Main outcomes and measures: The primary outcome was the adjusted risk difference of in-hospital death or discharge to hospice between patients treated with propylthiouracil and those treated with methimazole, assessed by targeted maximum likelihood estimation. Results: A total of 1383 patients (656 [47.4%] treated with propylthiouracil; mean [SD] age, 45 [16] years; 473 women [72.1%]; and 727 [52.6%] treated with methimazole; mean [SD] age, 45 [16] years; 520 women [71.5%]) were included in the study. The standardized mean difference for age was 0.056, and the standardized mean difference for sex was 0.013. The primary composite outcome occurred in 7.4% of of patients (102 of 1383; 95% CI, 6.0%-8.8%). A total of 8.5% (56 of 656; 95% CI, 6.4%-10.7%) of patients who initiated propylthiouracil and 6.3% (46 of 727; 95% CI, 4.6%-8.1%) who initiated methimazole died in the hospital (adjusted risk difference, 0.6% [95% CI, -1.8% to 3.0%]; P = .64). There were no significant differences in duration of organ support, total hospitalization costs, or rates of adverse events between the 2 treatment groups. Conclusion and relevance: In this comparative effectiveness study of a multicenter cohort of adult patients with thyroid storm, no significant differences were found in mortality or adverse events in patients who were treated with propylthiouracil or methimazole. Thus, current guidelines recommending propylthiouracil over methimazole for treatment of thyroid storm may merit reevaluation.

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165-LB: The Impact of COVID-19 Vaccination on Development of Hyperglycemic Crisis

June 2022

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5 Reads

Diabetes

Hyperglycemic crisis (HC) has been reported in patients with COVID-19 infection, but there is little data about HC following COVID-19 vaccination, with 10 patients described to date. We performed a retrospective observational study examining the correlation between COVID-19 vaccination and HC in adult patients admitted from 1/1/21-7/1/21 at our institution. There were 91 admissions for HC during the study period. Forty-one were admissions for diabetic ketoacidosis (DKA) in patients with type 1 diabetes (T1D) , 2 of which also had hyperglycemic hyperosmolar state (HHS) . In patients with type 2 diabetes (T2D) , there were 49 admissions for DKA, 6 of which also had HHS, and 1 admission for HHS alone. In patients with T1D, 17 admissions occurred following COVID-19 vaccination, ranging from <24 hours to more than 3 months after, including 1 new diagnosis of T1D. All cases had a trigger of insulin omission or other medical illness, including 7 with admission for COVID-19 infection. In patients with T2D, 20 DKA or overlap admissions and 1 HHS admission occurred following COVID-19 vaccination, ranging from 1 to 40 days after. Six of these patients had no clear trigger of medical illness or insulin omission, 3 of which were new diagnoses of T2D. Two were following the first vaccination and 4 following the second vaccination. Hemoglobin A1c at admission was >11% in all 6 of these patients. Among patients with T1D, there were no cases of HC that appeared to be attributable to COVID-19 vaccination. In patients with T2D, while there were six cases following vaccination with no other clear trigger, the degree of hemoglobin A1C elevation at the time of admission was suggestive of longer duration of poor glycemic control. Three of these cases did have acute symptom onset following vaccination within one week of presentation, so it is possible that HC was provoked by vaccination in these patients. While it is not clear that COVID vaccination leads to HC in T1D, it may be an acute trigger for HC in patients with T2D who have poor underlying glycemic control. Large scale population studies are needed to better assess rates of HC following COVID-19 vaccination. Disclosure K. L. Modzelewski: None. S. Alexanian: None.


Smartphone-guided Self-prone Positioning versus Usual Care in Non-Intubated Hospital Ward Patients with COVID-19: A Pragmatic Randomized Clinical Trial

May 2022

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31 Reads

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29 Citations

Chest

Background There is urgent need for safe, effective, and easily implementable treatments that reduce the progression of respiratory failure in COVID-19. Despite increased adoption during the pandemic, the effectiveness of prone positioning on respiratory failure progression among non-intubated patients is unclear. Research Question What is the effectiveness of smartphone-guided self-prone positioning recommendations and instructions compared to usual care to reduce progression of respiratory failure among non-intubated patients with COVID-19? Study Design and Methods APPEX-19 is a multicenter randomized clinical trial that randomized non-intubated adults with COVID-19 on <6 L/minute supplemental oxygen to receive a smartphone-guided self-prone positioning intervention or usual care. The primary outcome was the composite of respiratory deterioration (an increase in supplemental oxygen requirement) or intensive care unit transfer. Using a Bayesian statistical approach, we calculated the posterior probability of superiority within each treatment arm (superiority threshold 95%). Results The trial was stopped early for slow enrollment. A total of 293 participants were included in the modified intention to treat analysis (159 self-prone positioning intervention and 134 usual care). Among participants who self-reported body positioning (n=139; 70 intervention; 69 usual care), 71.4% in the intervention arm and 59.4% in the usual care arm attempted prone positioning. Thirty-one participants (posterior mean 24.7%, 95% credible interval 18.6-31.4%) receiving usual care and 32 participants (posterior mean 22.1%, 95% credible interval 16.6-28.1%) receiving the self-prone positioning intervention experienced the primary outcome; the posterior probability of superiority for the self-prone positioning intervention was 72.1%, less than the 95% threshold for superiority. Adverse events occurred in 26.9% of participants in the usual care arm and 11.9% of participants in the intervention arm. Interpretation Among non-intubated patients with COVID-19, smartphone-guided self-prone positioning recommendations and instructions did not promote strong adherence to prone positioning.


An Opportunity for Improvement: Evaluation of Diabetes Technology Education Among Adult Endocrinology Training Programs

February 2022

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10 Reads

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3 Citations

Journal of Diabetes Science and Technology

Background Despite increases in continuous glucose monitor (CGM) and insulin pump use in adults with diabetes, there is room for expansion. Technology adoption may be influenced by the training environment and fellowship education. However, little is known about adult endocrinology trainee comfort with, understanding of, or methods by which trainees receive education about diabetes technology. Methods Mixed methods, sequential explanatory evaluation using survey and semi-structured interviews of endocrinology trainees and fellowship leadership in Accreditation Council for Graduate Medical Education (ACGME)-accredited adult endocrinology fellowship programs to assess trainee and leadership comfort with, perceived knowledge of, and current methods for diabetes technology education. Results Seventy-seven respondents completed the survey. The majority of training programs have curricula for training on insulin pumps (74%) and CGM (75.3%); 52% of fellows felt curricula are adequate. First- and second-year fellows were more comfortable with CGM than insulin pump use. Only half of third-year fellows felt comfortable with starting insulin pump therapy or recommending insulin dose adjustments based on CGM rate of change arrows. Qualitative interviews identified the importance of both direct instruction and experiential learning in diabetes technology education. Conclusions Almost half of trainees feel that curricula for learning to use and manage insulin pumps and CGM are inadequate and feel uncomfortable with critical aspects of technology use, demonstrating the need for increased attention to trainee education in the use of diabetes technology. Based on a better understanding of current and preferred methods for instruction, this study provides direction for future development of initiatives to improve fellow education in this field.


Delays in Continuous Glucose Monitoring Device Initiation: A Single Center Experience and a Call to Change

January 2022

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26 Reads

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15 Citations

Diabetes Technology & Therapeutics

Background: Continuous Glucose Monitoring (CGM) has been increasingly shown to be beneficial in patients with both type 1 and type 2 diabetes using insulin. Despite this, challenges remain in obtaining coverage for these devices. We sought to define the process of initiation of CGM and better understand factors associated with successful initiation. Methods: A single-center retrospective cohort study of 271 patients seen over a three-year period from 2017-2020 in the adult endocrinology clinic at Boston Medical Center who were prescribed CGM was performed. The primary outcome was time to CGM initiation. Secondary outcomes included factors associated with initiation and continued use of CGMs and glycemic control. Results: Obtaining CGM through prescription benefit was significantly faster than through durable medical equipment companies (78 days vs. 152 days, p<0.0001). Factors associated with initiation of CGM were younger age, private insurance, and education with a clinical diabetes educator. Identifying as Black or Hispanic was significantly associated with decreased initiation of CGM. Glycemic control as represented by hemoglobin A1C improved in patients initiated on CGM from 9.06% to 8.22% (p<0.001). Conclusion: Prescribing CGM as a pharmacy benefit significantly reduces the time to initiation, but on average still takes several months, delaying potentially life-saving care for patients living with diabetes. Barriers to CGM initiation must be addressed to ensure timely delivery of optimal care to our patients.


Case 23: Phosphatidylinositol 3-Kinase (PI3K) Inhibitor–Induced Hyperglycemia

January 2022

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3 Reads

Over millennia, sharing the practical experience of one physician with others has been a proven way of disseminating best practices of the time with esteemed colleagues and teaching new generations of doctors. This selfless and generous sharing of knowledge is the cornerstone of teaching medical students and residents at the bedside and in classrooms, at local grand rounds and national conferences. The best way of acquiring clinical skills is to observe experienced physicians and to follow their example. Thus, learning from colleagues’ experience is a time-tested learning process. This book sets out to accomplish exactly that—to facilitate the learning process by sharing unusual and interesting cases with a great number of readers. We are fully aware that the readers may have had or currently have similar cases in their own practice and have selected similar or different approaches to their cases. Regardless, good clinicians always learn from others, always sharpen their own thought process, and always improve their acumen and skills.


Fig. 4. Final Version 2 insulin infusion titration protocol.
Hyperglycemic Crisis Diagnoses.
Outcomes for all protocol versions.
A Quality Improvement Initiative to Successfully Reduce the Frequency of Hypoglycemia during treatment of Hyperglycemic Crises at an Academic Safety-Net Hospital: Insights and Results

October 2021

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124 Reads

Journal of Clinical & Translational Endocrinology

Background Diabetic ketoacidosis (DKA) and hyperosmolar hyperglycemic state (HHS) are potentially life-threatening complications of diabetes. Many hospitals have developed protocols to guide the management of these conditions and align with best practices. One of the main complications encountered in the treatment of hyperglycemic crises is hypoglycemia. Methods At our institution, we undertook a review of our insulin infusion titration protocol, rates of hypoglycemia, and time to clinical resolution for patients with hyperglycemic crises. A multidisciplinary team performed a literature review and analyzed baseline hospital data with the existing protocol. With the input of multiple stakeholders, several changes were made to the titration algorithm over multiple PDSA cycles to refine the protocol. Effectiveness and safety of the protocol, as well as fidelity with the protocol, were assessed after each PDSA cycle. Results After the initial cycle, chart review showed a reduction in hypoglycemia rates of more than 50% in patients treated with the new protocol without any increase in time to resolution of DKA. A second version of the protocol was implemented to improve usability, and improvement in hypoglycemia was maintained. Conclusion Despite the fact that the initial protocol had been developed based on best practice recommendations, rates of hypoglycemia were initially high. Critical assessment of pitfalls in management allowed changes to the protocol that significantly and sustainably reduced hypoglycemia.



Citations (15)


... Recent studies have reported these cardioprotective effects regardless of the presence of diabetes [20,28]. The use of SGLT2 inhibitors in T2DM patients with cardiovascular disease has been reported to decrease major cardiovascular events [37]. The FDA expanded the indication of dapagliflozin to include heart failure with reduced ejection fraction (HF-rEF) or heart failure with preserved ejection fraction (HF-pEF) [38]. ...

Reference:

Pharmacokinetics and Tissue Distribution of Enavogliflozin in Mice Using a Validated Liquid Chromatography–Tandem Mass Spectrometry Method
Comparative Outcomes of Empagliflozin to Dapagliflozin in Patients With Heart Failure
  • Citing Article
  • May 2024

JAMA Network Open

... Accurately quantifying the duration of APP is difficult, particularly under pandemic pressures. Whilst several studies have not reported APP duration at all, others have relied on nursing reports, electronic health records or reports from patients themselves (5,(8)(9)(10)(11)(12)(13)(14). In low-resource settings these methods are usually unfeasible or unavailable outside of ICUs. ...

Smartphone-guided Self-prone Positioning versus Usual Care in Non-Intubated Hospital Ward Patients with COVID-19: A Pragmatic Randomized Clinical Trial
  • Citing Article
  • May 2022

Chest

... There have been efforts to expand the use of CGM, and the evidence for its use among different demographics, including those with T2D, is growing [34][35][36][37][38][39]. Health systems, payers, and policy makers should continue efforts to increase technology access for underresourced communities to promote more equitable access to the diabetes digital ecosystem [40]. ...

Delays in Continuous Glucose Monitoring Device Initiation: A Single Center Experience and a Call to Change
  • Citing Article
  • January 2022

Diabetes Technology & Therapeutics

... The panel based its recommendations on an updated systematic review, including 12 reports representing 17 separate RCTs, as one article was a prospective meta-analysis including six individual RCTs. 16,[28][29][30][31][32][33][34][35][36][37][38] For the outcomes of intubation and mortality, 12 RCTs were judged to have overall low risk of bias 16,[28][29][30]35,37,38 ; two RCTs 32,36 were judged to have overall high risk of bias due to randomisation and reporting bias, respectively, and three had intermediate risk of bias. 31,33,34 ...

Rationale and Design of the Awake Prone Position for Early Hypoxemia in COVID-19 (APPEX-19) Study Protocol

Annals of the American Thoracic Society

... On the contrary, in the studies that did not include diabetic patients, the corresponding difference between RYGB and LSG emerged only as a trend and was not statistically significant (MD = 47.37 mg/dl, CI 95% = [− 10.28; 105.03]). This position finds support from a significant portion of the international literature, which highlights the increased susceptibility of diabetic patients to hypoglycemic episodes, in the case of delayed recognition of the need for downscaling or discontinuation of their anti-diabetic medication after bariatric surgery, especially following RYGB (Kassem et al. 2017;Wirunsawanya et al. 2021). However, the hormonal responses investigated in this analysis were not sufficient to explain the broader variations in plasma glucose levels observed after RYGB compared to LSG. ...

Insulin requirements in patients with Type 2 Diabetes undergoing Bariatric Surgery in the Inpatient setting and upon discharge: a Retrospective Analysis of Insulin Management Strategies at a Single Center
  • Citing Article
  • January 2021

Endocrine Practice

... This construct is defined as the patient's self-assessment of the process attributes and the outcomes of the treatment experience. Also, when referring to medical devices, aspects related to their technical features are often considered, such as device appearance and design, usefulness, and potential discomfort in use (Modzelewski et al., 2019). The treatment with CSII has been studied compared to treatment using multiple daily injections. ...

Reconsidering Meaningful Outcomes in Diabetes mHealth Research

US Endocrinology

... While analyses should be considered exploratorydparticularly given the cross-sectional nature of the study and nonprobability sampleddiagnosis or self-identification with schizophrenia was associated with discontinuation and therefore calls for further examination. This finding extends past case studies [11,25] and Cohen et al.'s mixed-methods investigation of shifts in requests for GAMT showing that 29% of 68 TGD youth (mean age 15 years) had oscillating desires for interventions, with a small minority of participants' requests for GAMT linked to periods of mania or psychosis such that these individuals later withdrew requests when they were stable [23]. However, our cross-sectional design precludes identifying an explanation for this association; more rigorous longitudinal studies should further investigate. ...

MON-195 Trans-transgender Female: Gender Identity Reversal Following Irreversible Gender Affirming Surgeries
  • Citing Article
  • April 2019

Journal of the Endocrine Society

... Twenty-five percent of Danish survey responders prefer to use social media to communicate with their health care provider (Belt et al., 2013). Previous studies have also found that athletes (Bourke et al., 2019), adults with diabetes (Stockman et al., 2019) and women with suboptimal fruit and vegetable intake (Bissonnette-Maheux et al., 2015) used a form of social media to improve their dietary choices. ...

Mobile Health and Technology Usage by Patients in the Diabetes, Nutrition, and Weight Management Clinic at an Urban Academic Medical Center
  • Citing Article
  • May 2019

Diabetes Technology & Therapeutics

... Change in bolus insulin dose according to trend arrows has been suggested for both patients with multiple daily injections and insulin pumps [2]. For users of insulin pump with the predictive low-glucose suspend (PLGS) feature, only the arrows for management of hyperglycemia (upward arrows) should be used for insulin adjustments, as the insulin pump algorithm has incorporated Open Access the downward arrows for hypoglycemia prevention [3]. ...

Predictive Glucose Trends From Continuous Glucose Monitoring: Friend or Foe in Clinical Decision Making?
  • Citing Article
  • January 2019

Journal of Diabetes Science and Technology