Publications by authors named "Jacob Haapala"

Importance: Nearly 727 000 individuals in the US died of opioid overdoses between 1999 and 2022. The current workforce of addiction medicine specialists is inadequate to address the scale of this crisis, and primary care clinicians (PCCs) do not feel sufficiently supported to treat opioid use disorder (OUD).

Objective: To evaluate whether an electronic health record-integrated clinical decision support system (CDSS) increases OUD diagnosis and treatment in primary care.

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Early identification of septic patients in the ED is important, but high patient volumes and lengthy wait times often delay workups, and typically used noninvasive triage screening tools such as vital signs and qSOFA have poor sensitivity. Nitric oxide (NO) is a molecule in the blood that has been found to be upregulated in sepsis. Since it has a very short half-life in blood, its measurement can be challenging.

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Objectives: To evaluate rotavirus (RV), diphtheria, tetanus, and acellular pertussis (DTaP), and pneumococcal conjugate vaccine (PCV) vaccine coverage and factors associated with vaccine uptake from 2018 through 2023.

Methods: We included infants born between January 1, 2018 and May 31, 2023, with a minimum of 9 months of enrollment in the first 12 months of life and at least 1 medical visit between 9 and 12 months at 1 of 8 Vaccine Safety Datalink health systems. We evaluated coverage with 2 doses of RV, DTaP, and PCV vaccines at 5 months and completion of recommended doses by 12 months.

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Importance: Medication adherence is important for managing blood pressure (BP), low-density lipoprotein cholesterol (LDL-C), and hemoglobin A1c (HbA1c). Interventions to improve medication adherence are needed.

Objective: To examine the effectiveness of an intervention using algorithmic identification of low medication adherence, clinical decision support to physicians, and pharmacist outreach to patients to improve cardiometabolic medication adherence and BP, LDL-C, and HbA1c control.

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  • Early life gut microbiomes significantly impact brain and immune system development, with probiotics suggested as a way to enhance health through microbiome modification.
  • This study investigates the effects of maternal probiotic exposure during pregnancy and breastfeeding on inflammation in breastmilk, variations in maternal and infant microbiomes, and infant neurodevelopment.
  • Results indicate that maternal probiotics are linked to lower breastmilk inflammation markers and changes in infant gut microbiome, as well as improved recognition memory responses in infants at 6 months old.
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Background: Previous studies have found that exposure to childhood environmental stress is associated with cardiometabolic risk. However, it is not known whether individual health behaviors disrupt this relationship. This study prospectively evaluated the relationship between cumulative environmental stress in a low-income sample and cardiometabolic risk in middle childhood and examined whether child health behaviors attenuated this relationship.

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  • The elimination of the X-waiver in January 2023 could boost the number of potential buprenorphine prescribers significantly (up to 13 times), but actual prescribing growth may not match this potential.
  • A study surveyed 305 nonwaivered primary care clinicians to identify factors that would influence their likelihood of prescribing buprenorphine if the X-waiver was removed, focusing on patient requests and access to a clinical decision-support (CDS) tool for opioid use disorder (OUD).
  • Results indicated that while only 26% of clinicians were influenced by patient requests to prescribe buprenorphine, 63% were more likely to do so with the help of the OUD-CDS, highlighting the need
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Objective: To prospectively evaluate the relationship between cumulative environmental stress and cardiometabolic risk in middle childhood, and to examine whether hair cortisol, a measure of hypothalamic pituitary adrenal-axis activity, mediates this relationship.

Methods: In a cohort of children from low-income households (n = 320; 59% Hispanic, 23% Black, body mass index (BMI) percentile >50th at enrollment), environmental stressors including family and neighbourhood factors representing disadvantage/deprivation, and cortisol concentrations from hair samples, were measured over five timepoints beginning when children were 2-4 years old. Cardiometabolic risk factors (i.

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Objective: To estimate 30-year CVD risk and modifiable risk factors in young adults with serious mental illness (SMI) versus those without, and assess variations in CVD risk by race, ethnicity, and sex.

Method: In this cross-sectional study, we estimated and compared the Framingham 30-year CVD risk score and individual modifiable CVD risk factors in young adult (20-39 years) primary care patients with and without SMI at two US healthcare systems (January 2016-Septemeber 2018). Interaction terms assessed whether the SMI-risk association differed across demographic groups.

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Background: Enhanced awareness of poor medication adherence could improve patient care. This article describes the original and adapted protocols of a randomized trial to improve medication adherence for cardiometabolic conditions.

Methods: The original protocol entailed a cluster randomized trial of 28 primary care clinics allocated to either (i) medication adherence enhanced chronic disease care clinical decision support (eCDC-CDS) integrated within the electronic health record (EHR) or (ii) usual care (non-enhanced CDC-CDS).

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  • The study investigates the potential link between COVID-19 booster vaccinations during pregnancy and the risk of spontaneous abortion, addressing concerns about vaccine safety among pregnant individuals.
  • Conducted across eight health systems, the research analyzed data from 112,718 unique pregnancies to evaluate outcomes based on vaccination timing and other factors such as maternal age and race.
  • Findings aim to clarify the safety of receiving mRNA COVID-19 booster shots during early pregnancy, which is crucial for increasing vaccination adherence within this population.
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  • A study involving over 80,000 pregnant individuals found that receiving a COVID-19 mRNA booster shot did not increase the risk of serious health issues like thrombocytopenia, myocarditis, or stroke shortly after vaccination.
  • However, the booster was linked to a higher incidence of mild symptoms such as malaise or fatigue within the first week, and lymph node swelling or inflammation in the following weeks.
  • Overall, the results align with previous studies and suggest that it's safe for pregnant people to receive the COVID-19 booster.
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Introduction/objectives: Safe fish consumption is important for people who are or could become pregnant. A health system in Minnesota partnered with the Minnesota Department of Health to develop and disseminate messages to promote safe fish consumption for this population via the ChooseYourFish initiative. The ChooseYourFish message was delivered through 5 channels: the Healthy Pregnancy Program (HPP) with phone-based coaching, a clinic brochure, in the clinic after visit summary (AVS), direct mailing of the brochure with a letter, and in images on clinic waiting room monitors.

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  • * Initial results suggested a protective effect of vaccination against SAB within certain time periods, but this effect diminished when extending the observation to later dates.
  • * The findings indicate that the timing and method of surveillance significantly influence the perceived relationship between vaccination and SAB, with no clear association observed when using a time-dependent model.
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Altered body composition in preterm infants is associated with risks to cognitive development, but the effect specific to prefrontal cortex (PFC) development is unknown. We were interested in the impact of fat mass (FM) and fat free mass (FFM) gains out to 4 months corrected gestational age (CGA) on PFC development, as indexed by working memory and temperament. This is a prospective observational pilot study recruiting 100 preterm (<33 weeks gestation), appropriate for gestational age, and very low birth weight infants, of which 49 infants met inclusion criteria.

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  • The study investigates the composition and function of gut bacteria (microbiomes) and fungi (mycobiomes) in early life, exploring their roles in long-term health issues like asthma and obesity.
  • Researchers collected breastmilk and fecal samples from healthy breastfeeding dyads to analyze the microbial communities, finding that breastmilk and feces had distinct but overlapping microbiomes.
  • The study found that factors such as antibiotic exposure and birth mode influenced the variation in these microbial communities, with older infants showing more congruence and interkingdom connectedness between bacterial and fungal taxa.
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Background: The early detection and management of uncontrolled cardiovascular risk factors among prediabetes patients can prevent cardiovascular disease (CVD). Prediabetes increases the risk of CVD, which is a leading cause of death in the United States. CVD clinical decision support (CDS) in primary care settings has the potential to reduce cardiovascular risk in patients with prediabetes while potentially saving clinicians time.

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  • Opioid-related deaths in the U.S. are increasing, prompting the development of a shared decision-making (SDM) system aimed at helping primary care clinicians (PCCs) diagnose and treat patients with opioid use disorder (OUD).
  • The cluster-randomized trial involves primary care clinics from three healthcare systems, where some clinics will utilize the OUD-SDM system that provides alerts, screening support, and treatment guidance for patients at high risk for OUD.
  • The study, which began in April 2021 and will run until December 2023, aims to measure the effectiveness of the SDM system in improving diagnosis and treatment rates for OUD, with results expected in 2024.
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Objective: American College of Surgeons National Surgical Quality Improvement Program Participant Use File data from 2014 through 2019 were used to compare 1- and 2-level anterior cervical discectomy and fusion (ACDF) and cervical total disc replacement (cTDR) with respect to: patient demographics, comorbidities, adverse events, and 30-day morbidity rates.

Methods: One- and 2-level ACDF and cTDR patients were identified by current procedural terminology codes. Demographics, comorbidities, and adverse events were summarized.

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  • Eating fish during pregnancy is beneficial, but physicians need to communicate the right information to maximize health outcomes.
  • A survey of 400 family medicine and OB-GYN doctors in Minnesota revealed that while many physicians recognize the importance of discussing fish consumption with pregnant patients, only a small percentage actively cover the benefits and risks involved.
  • The main barrier to these conversations is time constraints, and many physicians prefer concise resources like talking points to help initiate discussions with patients.
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Objective: To prospectively evaluate the relationship between household income, children's cortisol, and body mass index (BMI) trajectories over a 3-year period in early childhood.

Study Design: Household income, child hair cortisol levels, and BMI were measured at baseline, 12-, 24-, and 36-month follow-up visits in the Now Everybody Together for Amazing and Healthful Kids (NET-Works) Study (n = 534, children ages 2-4 years, and household income <$65 000/year at baseline). Relationships were examined between very low household income (<$25 000/year) at baseline, income status over time (remained <$25 000/year or had increasing income), cortisol accumulation from hair samples, and BMI percent of the 95th percentile (BMIp95) trajectories using adjusted linear growth curve modeling.

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A total of 513 children were included in this secondary analysis of data from the NET-Works trial of low income children at risk for obesity. The purpose of the analysis was to examine HCC longitudinally over 5 assessments from early through middle childhood with the goal of i) determining if there were racial/ethnic differences in HCC, and if so, how early in childhood these differences could be observed; and (ii) whether racial/ethnic differences in HCC reflected structural and family-level indicators of disadvantage. The sample consisted of children from diverse racial/ethnic backgrounds: Black, including Hispanic Black (N = 156), non-Hispanic White (N = 67) and Non-Black Hispanic (N = 290) children.

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Importance: The COVID-19 pandemic has affected routine vaccine delivery in the US and globally. The magnitude of these disruptions and their association with childhood vaccination coverage are unclear.

Objectives: To compare trends in pediatric vaccination before and during the pandemic and to evaluate the proportion of children up to date (UTD) with vaccinations by age, race, and ethnicity.

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This study presents findings from case-control surveillance of COVID-19 vaccination during pregnancy and spontaneous abortion.

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