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1.
J Health Econ Outcomes Res ; 11(1): 112-121, 2024.
Article in English | MEDLINE | ID: mdl-38779335

ABSTRACT

Background: The economic burden associated with type 2 diabetes mellitus (T2DM) and concurrent cardiovascular disease (CVD) among patients with COVID-19 is unclear. Objective: We compared healthcare resource utilization (HCRU) and costs in patients with COVID-19 and T2DM and CVD (T2DM + CVD), T2DM only, or neither T2DM nor CVD (T2DM/CVD). Methods: A retrospective observational study in COVID-19 patients using data from the Healthcare Integrated Research Database (HIRD®) was conducted. Patients with COVID-19 were identified between March 1, 2020, and May 31, 2021, and followed from first diagnosis or positive lab test to the end of health plan enrollment, end of study period, or death. Patients were assigned one of 3 cohorts: pre-existing T2DM+CVD, T2DM only, or neither T2DM/CVD. Propensity score matching and multivariable analyses were performed to control for differences in baseline characteristics. Study outcomes included all-cause and COVID-19-related HCRU and costs. Results: In all, 321 232 COVID-19 patients were identified (21 651 with T2DM + CVD, 28 184 with T2DM only, and 271 397 with neither T2DM/CVD). After matching, 6967 patients were in each group. Before matching, 46.0% of patients in the T2DM + CVD cohort were hospitalized for any cause, compared with 18.0% in the T2DM-only cohort and 6.3% in the neither T2DM/CVD cohort; the corresponding values after matching were 34.2%, 26.0%, and 21.2%. The proportion of patients with emergency department visits, telehealth visits, or use of skilled nursing facilities was higher in patients with COVID-19 and T2DM + CVD compared with the other cohorts. Average all-cause costs during follow-up were 12 324,7882, and $7277 per-patient-per-month after matching for patients with T2DM + CVD, T2DM-only, and neither T2DM/CVD, respectively. COVID-19-related costs contributed to 78%, 75%, and 64% of the overall costs, respectively. The multivariable model showed that per-patient-per-month all-cause costs for T2DM + CVD and T2DM-only were 54% and 21% higher, respectively, than those with neither T2DM/CVD after adjusting for residual confounding. Conclusion: HCRU and costs in patients were incrementally higher with COVID-19 and pre-existing T2DM + CVD compared with those with T2DM-only and neither T2DM/CVD, even after accounting for baseline differences between groups, confirming that pre-existing T2DM + CVD is associated with increased HCRU and costs in COVID-19 patients, highlighting the importance of proactive management.

2.
Diabetes Obes Metab ; 25(9): 2464-2472, 2023 09.
Article in English | MEDLINE | ID: mdl-36999236

ABSTRACT

AIM: To compare adverse outcomes among COVID-19 patients with pre-existing type 2 diabetes (T2D) only, T2D and cardiovascular disease (CVD), or neither. METHODS: This retrospective cohort study used administrative claims, laboratory and mortality data from the HealthCore Integrated Research Database. Patients with COVID-19 were identified from 3 January 2020 to 31 May 2021 and stratified by the presence of T2D and CVD. Outcomes included hospitalization, intensive care unit (ICU) admission, mortality and complications following COVID-19 infection. Propensity score matching and multivariable analyses were performed. RESULTS: A total of 321 232 COVID-19 patients were identified (21 651 T2D + CVD, 28 184 T2D only, and 271 397 neither) with a mean (SD) follow-up of 5.4 (3.0) months. After matching, 6 967 patients were identified for each group, and residual baseline differences remained. Adjusted analyses showed that COVID-19 patients with T2D + CVD were 59% more probable to be hospitalized, 74% more probable to be admitted to the ICU, and had a 26% higher mortality risk than those with neither. COVID-19 patients with T2D only were 28% and 32% more probable to be admitted to the hospital and ICU than those with neither, respectively. Among all T2D + CVD patients, acute respiratory distress syndrome (31%) and acute kidney disease (24%) were observed. CONCLUSION: Our study highlights the incrementally poorer outcomes associated with pre-existing T2D + CVD in COVID-19 patients compared with those without T2D/CVD and suggests consideration of a more optimal management approach in these patients.


Subject(s)
COVID-19 , Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Prediabetic State , Humans , COVID-19/complications , COVID-19/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Retrospective Studies , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Prediabetic State/complications
3.
J Pediatr Endocrinol Metab ; 28(9-10): 1139-44, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26030789

ABSTRACT

BACKGROUND: Signs of puberty in very young children are often benign, but the evaluation needed and follow-up are controversial. OBJECTIVES: The study had three objectives: 1) to analyze the frequency of diagnoses in children <3 years referred for early puberty; 2) to examine the usefulness of lab testing; and 3) to identify red flags indicating a more serious diagnosis. METHODS: Charts of all children younger than age 3 referred for early puberty between 7/09 and 6/13 were reviewed. RESULTS: Of 275 patients, 156 (57%) were diagnosed with premature thelarche (PT), 69 (25%; 56 F/13M) with genital hair of infancy (GHI) and 37 (13%, all F) with both (GHI/PT). Six patients had axillary odor only. Four patients had more serious diagnoses, one each with congenital adrenal hyperplasia (CAH), non-classical CAH, McCune-Albright syndrome and central precocious puberty (CPP). Diagnoses did not change in those who returned for follow-up. Hormone tests revealed that none of the PT patients had elevation of both luteinizing hormone (LH) and estradiol, and half of the GHI patients tested had mildly elevated DHEA-S but normal testosterone and 17-OH progesterone. CONCLUSIONS: Very few children referred for puberty at <3 years appear to have a serious underlying diagnosis, and progression of PT to CPP was not identified in this series. Hormone testing is unlikely to be helpful in typical cases of PT, GHI or both, and many such cases may be followed in the primary care setting after initial clinical evaluation.


Subject(s)
Adrenal Hyperplasia, Congenital/diagnosis , Puberty, Precocious/diagnosis , Adrenal Hyperplasia, Congenital/blood , Child, Preschool , Dehydroepiandrosterone Sulfate/blood , Estradiol/blood , Female , Follicle Stimulating Hormone/blood , Humans , Infant , Luteinizing Hormone/blood , Male , Puberty, Precocious/blood , Retrospective Studies , Testosterone/blood
4.
J Pediatr Adolesc Gynecol ; 28(1): 43-46, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25555300

ABSTRACT

OBJECTIVE: The purpose of this study is to identify trends in the clinical workup, diagnosis, and treatment of polycystic ovary syndrome by pediatric endocrinologists, pediatric gynecologists, and adolescent medicine specialists. DESIGN: Retrospective chart review. SETTING: Tertiary care medical center. PARTICIPANTS: Females aged 11-18 y who were evaluated for PCOS from June 2009 to October 2011 were included. Any patients with coexisting diagnoses of other primary etiology for amenorrhea were excluded. Patients were identified by ICD-9 codes for PCOS, hypersecretion of ovarian androgens, irregular menses, hirsutism, oligomenorrhea, or amenorrhea. 261 patients were included: 144 from endocrinology, 9 from gynecology, and 108 from adolescent pediatric practices. RESULTS: There were no significant differences in the androgen labs ordered by the subspecialties. Gynecologists ordered pelvic ultrasonography for 89% (n = 8) of patients, compared to 9% (n = 10) by adolescent medicine specialists and 24% (n = 34) by endocrinologists (P < .0001). Endocrinologists were most likely to treat patients who met diagnostic criteria for PCOS with metformin (58%, n = 66), compared to gynecologists (14%, n = 1) and adolescent medicine specialists (5%, n = 3) (P < .0001). Gynecologists (43%, n = 3) and adolescent medicine specialists (58%, n = 39) were more likely than endocrinologists (24%, n = 27) to treat patients with oral contraceptive pills (P < .0001). CONCLUSIONS: Inconsistent diagnosis and treatment strategies for young women with PCOS are evident among pediatric subspecialties, reflecting lack of standardized care for adolescents. Quantifying outcomes based on diagnostic and therapeutic approaches are important next steps.


Subject(s)
Adolescent Medicine/methods , Endocrinology/methods , Gynecology/methods , Pediatrics/methods , Polycystic Ovary Syndrome/diagnosis , Practice Patterns, Physicians'/trends , Adolescent , Androgens/metabolism , Child , Contraceptives, Oral/therapeutic use , Female , Hirsutism/etiology , Humans , Hypoglycemic Agents/therapeutic use , Menstruation Disturbances/etiology , Metformin/therapeutic use , Polycystic Ovary Syndrome/complications , Polycystic Ovary Syndrome/drug therapy , Retrospective Studies , Young Adult
5.
J Pediatr Endocrinol Metab ; 26(3-4): 215-21, 2013.
Article in English | MEDLINE | ID: mdl-23744298

ABSTRACT

BACKGROUND: Premature adrenarche (PA) is often associated with bone age (BA) advanced by ≥2 years, which increases the concern for underlying pathology, but the frequency and clinical significance of this is unknown. Our objective was to identify the proportion of PA patients with very advanced BA and normal BA and compare the clinical characteristics of the two groups. METHODS: Charts of 427 patients aged 5-9 years, referred for early puberty over a 2-year period, were reviewed for clinical diagnosis, growth, parental heights, hormone levels and BA. We divided the PA patients into three separate groups based on degree of BA advancement. Predicted adult heights (PAH) were calculated and compared to mid-parental target height (TH). RESULTS: Of 427 patients, 266 (62%) had PA (82% female). Of the 121 with BA, 30.6% had very advanced BA (≥2 years) and this group was taller (Ht SD+1.72 vs. +0.72, p<0.00001) and had higher BMI (SD+1.70 vs. +0.99, p<0.001) than patients with BA advanced by <1 year, but hormone levels were quite similar. Mean PAH was slightly less than TH for patients with very advanced BA, but there were no girls with PAH <60 inches 152.4 cm or boys with PAH <65 inches 165.1 cm in height. CONCLUSIONS: Very advanced BA is common in PA, and patients were significantly taller and more overweight than their peers. The impact of advanced BA on PAH appears to be minor. We question the need for ordering a BA in patients with PA, and suggest that extensive testing is unnecessary simply because of advanced BA.


Subject(s)
Adrenal Hyperplasia, Congenital/physiopathology , Adrenarche/physiology , Bone Development/physiology , Puberty, Precocious/physiopathology , Body Height/physiology , Body Mass Index , Child , Child, Preschool , Cohort Studies , Dehydroepiandrosterone Sulfate/blood , Female , Humans , Male , Severity of Illness Index
6.
Obesity (Silver Spring) ; 19(3): 560-7, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20847731

ABSTRACT

To determine the effect of feeding frequency on appetite in normal weight (NW) and obese (OB) prepubertal children, we carried out a prospective, randomized interventional study of 18 NW and 17 OB children ages 6-10. Children received three or five feedings in random order on separate days. Total calories, carbohydrate, protein, and fat composition on each day were equal. Two hours following the last feeding, children were offered ice cream ad lib. The major outcome variable was kilocalories ice cream consumed. A visual analog scale to assess fullness was also administered before consumption of ice cream. We observed that OB children consumed 73.0 ± 37.4 kcal more after five feedings than after three feedings whereas the NW children consumed 47.1 ± 27.8 kcal less. There was significant interaction between meal pattern and weight group indicating that this change in ice cream consumption differed significantly between groups (P = 0.014 by two-factor analysis). Ice cream intake/kg was less in OB compared to NW subjects (P = 0.012). Fullness ratings before ice cream did not differ by meal pattern or weight group. However, pre-ice cream fullness predicted ice cream intake in NW but not OB children. In summary, OB and NW children differed in appetite response to meal frequency. Our data suggest that: (i) satiety in OB children is related more to proximity of calories (larger supper) than to antecedent distribution of calories and; (ii) NW children may be more prone to restrict intake based on subjective fullness.


Subject(s)
Appetite , Energy Intake , Feeding Behavior , Obesity/physiopathology , Satiation , Child , Dietary Sucrose/administration & dosage , Female , Humans , Ice Cream , Male , Pain Measurement , Prospective Studies , Reference Values
7.
J Diabetes ; 1(4): 273-7, 2009 Dec.
Article in English | MEDLINE | ID: mdl-20700478

ABSTRACT

BACKGROUND: In the present study, we tested the hypothesis that calories consumed at a prior meal (lunch) may impair glycemic control after a subsequent meal (supper) even if the pre-supper glucose did not differ regardless of the size of the lunch meal. METHODS: Nine subjects with Type 1 diabetes using continuous subcutaneous (s.c.) insulin infusion (CSII) therapy were studied on two separate days. Lunch (1200 h) was randomly assigned as 25% or 50% of the usual daily intake on alternate study days. The CSII was stopped at 1000 h on the day of the study and glucose was controlled until supper by adjusting the rate of intravenous (i.v.) insulin based on glucose measurements every 15 min. The CSII was restarted 1 h before supper and i.v. insulin discontinued 15 min before the first bite of supper. An identical supper meal and pre-supper s.c. bolus of short-acting insulin were administered on both visits. RESULTS: Pre-supper glycemia was nearly identical on each of the two study days. However, the post-supper glucose area under the curve was 27.5% greater on the day of the antecedent large lunch compared with the small lunch (P = 0.0039). CONCLUSIONS: For optimal postprandial glucose control, people with Type 1 diabetes may need to consider not only anticipated meal calories, but also prior food intake, a practice not commonly recommended based on currently used insulin dosing algorithms.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 1/diet therapy , Diet, Diabetic , Energy Intake , Insulin Infusion Systems , Adolescent , Adult , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Male , Middle Aged , Young Adult
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