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Nevin Manimala Statistics

Family Medicine Resident Education About Health Disparities Associated With Incarceration: A CERA Research Study

Fam Med. 2024 Mar 19. doi: 10.22454/FamMed.2024.269942. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVES: We submitted research questions to the Council of Academic Family Medicine Educational Research Alliance (CERA) to assess the format of family medicine resident education about health disparities associated with incarceration and the perceived efficacy of efforts to prepare graduates for competent care of formerly incarcerated patients in practice. We think this is a universal problem, and current efforts are insufficient.

METHODS: We evaluated data as part of the fall 2022 CERA survey of program directors (PDs). We reviewed descriptive statistics, generated comparative analysis, and reported relational analysis. We analyzed internal structure with principal component analysis and inter-item reliability.

RESULTS: A total of 286 out of 678 (42%) eligible PDs completed the survey. Most respondents felt that educating residents about health disparities associated with incarceration was important and that residents would welcome that education. However, PDs lacked existing curricula. PDs did not think that medical school graduates were well-prepared in this area, and ambivalence existed about whether residency graduates were well-prepared to treat formerly incarcerated patients upon graduation. Comparative analysis revealed differences in responses based on the type of program, the program and community size, and the PD demographics.

CONCLUSIONS: PDs acknowledged the importance of training residents about health disparities associated with incarceration and about care for formerly incarcerated patients in practice. However, they identified a gap between what was currently offered and what is needed to impact perception of resident readiness upon graduation. This training was felt to be most important in university-based programs with 31+ residents in US communities of greater than 150,000 people. We found no difference based on geographic location.

PMID:38506703 | DOI:10.22454/FamMed.2024.269942

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Underfunding for Research Training and Career Development: The Impact on Family Medicine Research

Fam Med. 2024 Mar 15. doi: 10.22454/FamMed.2024.453278. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVES: The National Institutes of Health and related federal awards for research training (RT) and research career development (RCD) are designed to prepare applicants for research careers. We compared funding rates for RT and RCD for anesthesiology, dermatology, emergency medicine, family medicine, internal medicine, neurology, obstetrics-gynecology, pathology, pediatrics, and psychiatry.

METHODS: We estimated the denominator using the number of residency graduates from different specialties from 2001 to 2010 from the Association of American Medical Colleges data. For the numerator, we used published data on federally funded awards by specialty from 2011 to 2020. We also examined the correlation between RCD funding and overall research funding.

RESULTS: Family medicine had the lowest rate per graduating resident for RT (0.01%) and RCD (0.77%) awards among 10 specialties and was lower than the mean/median for the other nine specialties, ranging from 2.15%/1.19% and 9.83%/8.74%. We found a strong correlation between rates of RCD awards and mean federal funding per active physician, which was statistically significant (ρ=0.77, P=.0098).

CONCLUSIONS: Comparatively low rates for family medicine awards for RT and RCD plausibly contribute to poor federal funding for family medicine research, underscoring the need to bolster the research career pathway in family medicine.

PMID:38506701 | DOI:10.22454/FamMed.2024.453278

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Comparison of the Clinical Efficacy and Bone Cement Distribution Difference Between Kummell’s Disease and Osteoporotic Vertebral Compression Fracture After Percutaneous Kyphoplasty

Pain Physician. 2024 Mar;27(3):E327-E336.

ABSTRACT

BACKGROUND: Kummell’s disease (KD) and osteoporotic vertebral compression fracture (OVCF) are commonly found in patients with osteoporosis. Several studies have been conducted on bone cement distribution in OVCF or KD; a comparison between the 2 diseases is rarely reported.

OBJECTIVES: To compare the clinical efficacy and bone cement distribution difference between KD and OVCFs after percutaneous kyphoplasty (PKP).

STUDY DESIGN: This was a retrospective, nonrandomized controlled study.

SETTING: Department of Orthopedics from an affiliated hospital.

METHODS: From January 2018 to December 2020, 61 patients who underwent PKP surgery for single KD or OVCF and met the inclusion criteria were retrospectively reviewed. All patients were assigned to 2 groups: the KD group and the OVCF group. Clinical and radiologic characteristics, including the bone cement volume, leakage, bone cement dispersion scale, anterior vertebral height (AVH), median vertebral height (MVH), posterior vertebral height (PVH), Cobb angle and Visual Analog Scale (VAS) were analyzed and compared using Mimics three-dimensional (3D) reconstruction images and 3D reconstruction computed tomography, preoperatively, postoperatively, and 2 years after the operation, respectively. The correlations between the bone cement dispersion scale and the VH improvement rate (VHIR), VH change rate (VHCR), VAS improvement rate (VASIR), and follow-up VAS improvement rate (f-VASIR) were also evaluated.

RESULTS: The mean follow-up time was 24.0 months. Postoperative VH, Cobb angle, vertebra volume, and VAS score were significantly improved in the 2 groups (P < 0.05). There was no statistical difference in postoperative parameters between the 2 groups. While a strong positive correlation between VHIR and bone cement dispersion scale was observed in the OVCF group (P < 0.01), no significant correlation between VHIR and bone cement dispersion scale was found in the KD group. There was no correlation between VASIR and bone cement dispersion scale in both groups. Compared with postoperation, VH was lower in both groups in later follow-up, and the difference between the 2 groups was statistically significant (P < 0.05). VH, VAS, f-VASIR, and VHCR had a worse manifestation in the KD group than in the OVCF group. However, no significant correlation was found between VHCR, f-VASIR, and bone cement dispersion scale in the 2 groups.

LIMITATIONS: This study was limited by the non-randomized design, small sample size, and lack of a comprehensive follow-up period.

CONCLUSIONS: Although there was no significant difference in the bone cement distribution and early clinical efficacy between KD and OVCF patients under the same surgical plan and surgeon, OVCF patients exhibited better long-term radiologic and clinical outcomes.

PMID:38506685

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Pulsed Radiofrequency Therapy at Different Voltages on Dorsal Root Ganglia Using Multifunctional Catheter to Treat Low Back Pain: A Comparative Retrospective Study

Pain Physician. 2024 Mar;27(3):141-147.

ABSTRACT

BACKGROUND: Applying pulsed radiofrequency (PRF) to the dorsal root ganglion (DRG) is an electrical neuromodulation technique, a valid complementary therapeutic treatment for failed back surgery syndrome (FBBS). Peridurolysis, when applied to vertebral canal adhesions, can be performed with dedicated catheters, providing patients with the benefits of mechanical, electrical, and pharmacological techniques.

OBJECTIVES: The aim of this study was to evaluate PRF’s effects on the DRG as part of FBSS treatment at different follow-up times, comparing 2 groups of patients exposed to distinct levels of voltage (100 V vs. 45 V) from a PRF generator.

STUDY DESIGN: A retrospective observational study was performed.

SETTING: The study was conducted on a sample of patients from an Italian hospital.

METHODS: PRF’s effects on the DRG as part of FBSS treatment were evaluated through the Numeric Rating Scale (NRS) and the monitoring of 155 patients’ opioid consumption at 3, 6, and 9 months. A Cosman® G4 model PRF generator was used. During follow-up periods, the Friedman test was applied to detect differences in outcomes between the 2 groups of patients, who were treated with different levels of voltage.

RESULTS: The most frequent diagnosis (61.29%) was FBBS in patients at a mean age of 64 (± 11.8) years old. All patients were treated with PRF on the dorsal ganglion, with the addition of a drug mixture. Most were treated with 100 V (62%). A statistically significant decrease (P < 0.001) in the NRS score emerged both as a whole and in the 2 distinct groups. Moreover, the group of 100 V patients showed a significant (P = 0.0360) reduction in the use of opioids.

LIMITATIONS: This observational retrospective study was based on a convenience sampling that involved a limited number of patients.

CONCLUSIONS: E-field technology is the only way to generate a constant 38°/42° PRF and 100 V level throughout surgical interventions (respecting the exposure times “set” by the operator). The patient will not feel any pain or electric current because the generated milliamperes will be greatly reduced.

PMID:38506681

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Demographics and PainDETECT as Predictors of 24-Month Outcomes for 10 kHz SCS in Nonsurgical Refractory Back Pain

Pain Physician. 2024 Mar;27(3):129-139.

ABSTRACT

BACKGROUND: Nonsurgical refractory back pain (NSRBP) is broadly defined as chronic refractory back pain in patients who have not had previous spine surgery and, because they are deemed inappropriate candidates for surgery, are reliant on conventional medical management (CMM), which often provides poor long-term outcomes. High-frequency spinal cord stimulation (10kHz SCS) has demonstrated high rates of pain relief and improvements in functioning in patients with NSRBP. However, despite the use of temporary trial stimulation to select patients who will respond to therapy, some patients fail to achieve long-term therapy response with permanent implants. Prediction analysis founded on patients’ baseline characteristics may enrich the appropriate selection of patients for permanent implantation.

OBJECTIVES: To examine baseline patient characteristics to predict long-term pain and functional responses to treatment with 10 kHz SCS for NSRBP.

STUDY DESIGN: A retrospective analysis of baseline patient characteristics as predictors of 24-month pain and functional outcomes from a previous multicenter randomized controlled trial of 10 kHz SCS in patients with NSRBP.

PATIENTS: Patients diagnosed with chronic, neuropathic, axial, low back pain refractory to CMM who had had no previous spine surgery, were deemed unsuitable candidates for it according to a spine surgeon, were implanted with 10kHz SCS and continued with CMM for up to 24 months.

METHODS: The baseline characteristics of and 24-month outcomes in the 125 implanted patients who participated in the NSRBP randomized controlled trial (RCT) were included in this analysis. The baseline characteristics included demographics, baseline pain on the visual analog scale (VAS), baseline function based on the Oswestry Disability Index (ODI), mental health according to the patient health questionnaire-9 (PHQ-9), neuropathic pain as measured by PainDETECT, and each patient’s temporary trial response. Patient response at 24 months was defined as absolute change from the baseline on the VAS and ODI, and each patient was also classified as a pain responder (achieving at least a 50% decrease in VAS pain score from the baseline) and a function responder (at least a 10-point decrease in ODI or a 24-month score of no more than 20 points). Multivariate prediction models based on regression and classification and regression tree (CART) techniques were developed using the response variables discussed above as the dependent variables and the baseline characteristics as the independent variables.

RESULTS: Different factors contributed to pain and functional outcomes. Patients presenting with neuropathic pain (PainDETECT >= 19) and female gender had higher odds of being pain responders to 10 kHz SCS therapy than did males and those without neuropathic pain. Both higher age and depression score (PHQ-9) independently reduced the odds that a patient would be an ODI responder. Years since diagnosis, the reason the patient was deemed unsuitable for spine surgery, and pain etiology were not predictive of pain or functional outcomes.

LIMITATIONS: A retrospective sub-analysis of a single pragmatic randomized controlled trial.

CONCLUSIONS: There may be an opportunity to increase pain relief and functional improvement if additional patient screening accompanies the temporary lead trial. The presence of neuropathic pain, female gender, age, and depression had some predictive value, but this analysis demonstrates the treatment efficacy of 10 kHz SCS across a wide range of patients with NSRBP.

PMID:38506680

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A Comparison of Minimally Invasive Surgical Techniques and Standard Open Discectomy for Lumbar Disc Herniation: A Network Meta-analysis

Pain Physician. 2024 Mar;27(3):E305-E316.

ABSTRACT

BACKGROUND: Lumbar disc herniation is a common spinal disease that causes low back pain; surgery is required when conservative treatment is ineffective. There is a growing demand for minimally invasive surgery in younger patient populations due to their fear of significant damage and a long recovery period following standard open discectomy. The development history of minimally invasive surgery is relatively short, and no gold standard has been established.

OBJECTIVES: We aimed to find, via a network meta-analysis, the best treatment for low back pain in younger patient populations.

STUDY DESIGN: Network meta-analysis.

METHODS: The PubMed, Embase, Cochrane Library, and Web of Science databases were searched. Data quality was evaluated using RevMan 5.3 (The Nordic Cochrane Centre for The Cochrane Collaboration), while STATA 14.0 (StataCorp LLC) was used for the network meta-analysis and to merge data on the Visual Analog Scale (VAS) score, Oswestry Disability Index (ODI) score, complication, blood loss, reoperation rate, and function score.

RESULTS: We included 50 randomized controlled trials, involving 7 interventions; heterogeneity and inconsistency were acceptable. Comparatively, microendoscopic discectomy and percutaneous endoscopic lumbar discectomy were the best surgical procedures from the aspects of VAS score and ODI score, while standard open discectomy was the worst one from the aspect of ODI score. Regarding complications, tubular discectomy was preferred with the fewest complications. Additionally, microendoscopic discectomy outperformed other surgical procedures in reducing blood loss and reoperation rate.

LIMITATIONS: First, follow-up data were not reported in all included studies, and the follow-up time varied from several months to 8 years, which affected the results accuracy of our study to some extent. Second, there were some nonsurgical factors that also affected the self-reported outcomes, such as rehabilitation and pain management, which also brought a certain bias in our study results.

CONCLUSIONS: Compared to standard open discectomy, minimally invasive surgical procedures not only achieve satisfactory efficacy, but also microendoscopic discectomy and percutaneous endoscopic lumbar discectomy can obtain a more satisfactory short-term VAS score and ODI score. Microendoscopic discectomy has significant advantages in blood loss and reoperation rate, and tubular discectomy has fewer postoperative complications.

PMID:38506677

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A Bayesian approach based on discounting factor for consistency assessment in multi-regional clinical trial

J Biopharm Stat. 2024 Mar 20:1-17. doi: 10.1080/10543406.2024.2328591. Online ahead of print.

ABSTRACT

Multi-regional clinical trial (MRCT) has become an increasing trend for its supporting simultaneous global drug development. After MRCT, consistency assessment needs to be conducted to evaluate regional efficacy. The weighted Z-test approach is a common consistency assessment approach in which the weighting parameter W does not have a good practical significance; the discounting factor approach improved from the weighted Z-test approach by converting the estimation of W in original weighted Z-test approach to the estimation of discounting factor D. However, the discounting factor approach is an approach of frequency statistics, in which D was fixed as a certain value; the variation of D was not considered, which may lead to un-reasonable results. In this paper, we proposed a Bayesian approach based on D to evaluate the treatment effect for the target region in MRCT, in which the variation of D was considered. Specifically, we first took D random instead of fixed as a certain value and specified a beta distribution for it. According to the results of simulation, we further adjusted the Bayesian approach. The application of the proposed approach was illustrated by Markov Chain Monte Carlo simulation.

PMID:38506674 | DOI:10.1080/10543406.2024.2328591

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Identification of Inflammatory Mediators in Saliva Samples From Hospitalized Newborns: Potential Biomarkers?

Clin Nurs Res. 2024 Mar 20:10547738241238249. doi: 10.1177/10547738241238249. Online ahead of print.

ABSTRACT

Saliva measurements serve as a noninvasive tool for clinically monitoring newborns (NB) and children, a vulnerable population with promising potential for both research and clinical practice. Saliva acts as a repository for various inflammatory biomarkers involved in diverse biological functions. Particularly for children, it offers numerous advantages when compared to plasma and urine sampling. Nevertheless, there is a significant knowledge gap regarding detectable levels of cytokines in the saliva of newborns and children, as well as studies aiming to assess the relationship of this content with physiological and pathological processes.

OBJECTIVES: To characterize the levels of 11 inflammatory mediators (IFNg, IL1b, IL2, IL4, IL6, IL8, IL10, IL12, IL17, TNF, and VEGF) in saliva samples from NB on the first and second day of hospitalization in the Neonatal Intensive Care Unit (NICU).

METHOD: Exploratory study, descriptive, nested within a primary clinical, observational, and prospective study, conducted in the NICU of a public hospital in São Paulo, Brazil. Demographic data and vital signs were recorded in the clinical records of 90 NB, and five saliva samples from 5 NB were collected between the first and second day of life (D1-D2) at approximately 8-hr intervals (8-9 am, 4-5 pm, and 11-12 pm). Saliva samples were used for the measurement of 11 cytokines (IFNg, IL1b, IL2, IL4, IL6, IL8, IL10, IL12, IL17, TNF, and VEGF).

RESULTS: Five NBs participated in this exploratory study, and the vital signs showed variability from the first (D1) to the second day (D2) of hospitalization, variability similar to that of the total population of the primary study. The presence and levels of the 11 cytokines were detected in the saliva samples, as well as a statistical correlation between 10 cytokines (IFNg, IL1b, IL2, IL4, IL6, IL10, IL12, IL17, TNF, and VEGF) and vital signs.

CONCLUSIONS: The novelty of measuring inflammatory mediators in saliva samples from hospitalized NBs in the NICU is highlighted, providing support and new perspectives for the development of clinical and experimental research and an opportunity for developing and implementing new salivary biomarkers in different population segments.

PMID:38506123 | DOI:10.1177/10547738241238249

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The role of trust as a driver of private provider participation in disease surveillance: Cross-sectional survey from Nigeria

JMIR Public Health Surveill. 2024 Mar 20. doi: 10.2196/52191. Online ahead of print.

ABSTRACT

BACKGROUND: Recognition of the importance of valid, real-time knowledge of infectious disease risk has renewed scrutiny of private providers’ intentions, motives and obstacles to comply with Integrated Disease surveillance response (IDSR). Appreciation of how private providers’ attitudes shape their tuberculosis (TB) notification behaviors yields lessons for surveillance of emerging pathogens, antibiotic stewardship, and other crucial public health functions. Reciprocal trust among actors and institutions is an under-studied part of the “software” of surveillance.

OBJECTIVE: We aimed to assess self-reported knowledge, motivation, barriers, and case notification behavior to public health authorities in Lagos, Nigeria We measured concordance between self-reported notification, TB cases found in facility records, and actual notifications received.

METHODS: A representative, stratified sample of 278 private health care workers (HCWs) was surveyed on TB notification attitudes, behavior, and perceptions of public health authorities using validated scales. Record reviews were conducted to identify TB treatment provided and facility case counts were abstracted. Self-reports were triangulated against actual notification behavior for 2016. The complex health system framework was used to identify potential predictors of notification behavior.

RESULTS: Noncompliance with the legal obligations to notify infectious diseases was not attributable to a lack of knowledge. Private providers who were uncomfortable notifying TB via IDSR scored lower on the perceived benevolence sub-scale of trust. HCWs who affirmed ‘always’ notifying via IDSR monthly reported higher median trust in the state’s public disease control capacity. While self-reported notification behavior was predicted by age, gender, and positive interaction with public health bodies, self-report did not tally with actual TB notifications.

CONCLUSIONS: Providers perceived both risks and benefits to recording and reporting. To improve private providers’ public health behaviors, policymakers need to transcend instrumental and transactional approaches to surveillance to include building trust in public health, simplifying the task, and enhancing the link to improved health. A renewed attention to the ‘software’ of health systems (e.g. norms, values, and relationships) is vital to address pandemic threats. Private providers surveys may overestimate participation in public health surveillance.

PMID:38506095 | DOI:10.2196/52191

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Mendelian randomization analysis reveals a causal effect of Streptococcus salivarius on diabetic retinopathy through regulating host fasting glucose

J Cell Mol Med. 2024 Apr;28(7):e18200. doi: 10.1111/jcmm.18200.

ABSTRACT

Diabetic retinopathy (DR) is one of leading causes of vision loss in adults with increasing prevalence worldwide. Increasing evidence has emphasized the importance of gut microbiome in the aetiology and development of DR. However, the causal relationship between gut microbes and DR remains largely unknown. To investigate the causal associations of DR with gut microbes and DR risk factors, we employed two-sample Mendelian Randomization (MR) analyses to estimate the causal effects of 207 gut microbes on DR outcomes. Inputs for MR included Genome-wide Association Study (GWAS) summary statistics of 207 taxa of gut microbes (the Dutch Microbiome Project) and 21 risk factors for DR. The GWAS summary statistics data of DR was from the FinnGen Research Project. Data analysis was performed in May 2023. We identified eight bacterial taxa that exhibited significant causal associations with DR (FDR < 0.05). Among them, genus Collinsella and species Collinsella aerofaciens were associated with increased risk of DR, while the species Bacteroides faecis, Burkholderiales bacterium_1_1_47, Ruminococcus torques, Streptococcus salivarius, genus Burkholderiales_noname and family Burkholderiales_noname showed protective effects against DR. Notably, we found that the causal effect of species Streptococcus salivarius on DR was mediated through the level of host fasting glucose, a well-established risk factor for DR. Our results reveal that specific gut microbes may be causally linked to DR via mediating host metabolic risk factors, highlighting potential novel therapeutic or preventive targets for DR.

PMID:38506069 | DOI:10.1111/jcmm.18200