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Nevin Manimala Statistics

Medical Knowledge Acquisition during a Pandemic: Pediatric Subspecialty In-Training Examination and Board Certification Exam Passing Rate

Acad Pediatr. 2023 May 26:S1876-2859(23)00162-6. doi: 10.1016/j.acap.2023.05.013. Online ahead of print.

ABSTRACT

OBJECTIVE: The COVID-19 pandemic resulted in training programs restructuring their curricula. Fellowship programs are required to monitor each fellow’s training progress through a combination of formal evaluations, competency tracking, and measures of knowledge acquisition. The American Board of Pediatrics administers Subspecialty In-Training Examinations to pediatric fellowship trainees annually and board certification exams at the completion of fellowship. The objective of this study was to compare SITE scores and certification exam passing rates before and during the pandemic.

METHODS: In this retrospective observational study, we collected summative data on SITE scores and certification exam passing rates for all pediatric subspecialties from 2018 to 2022. Trends over time were assessed using ANOVA analysis to test for trends across years within one group and t-test analysis to compare groups before and during the pandemic.

RESULTS: Data were obtained from 14 pediatric subspecialties. Comparing pre-pandemic to pandemic scores, Infectious Diseases, Cardiology, and Critical Care Medicine saw statistically significant decreases in SITE scores. Conversely, Child Abuse Pediatrics and Emergency Medicine (PEM) saw increases in SITE scores. PEM saw a statistically significant increase in certification exam passing rates, while Gastroenterology and Pulmonology saw decreases in exam passing rates.

CONCLUSION: The COVID-19 pandemic resulted in restructuring didactics and clinical care based on the needs of the hospital. There were also societal changes affecting patients and trainees. Subspecialty programs with declining scores and certification exam passing rates may need to assess their educational and clinical programs and adapt to the needs of trainees’ learning edges.

WHAT’S NEW: This retrospective observational study is the first to look at summative pediatric subspecialty in-training exam scores and board certification passing rates for first-time test takers, specifically analyzing differences in pre-pandemic and pandemic scores. Program directors can follow trends to consider if adaptions need to be made to their curriculum.

PMID:37245666 | DOI:10.1016/j.acap.2023.05.013

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Pregnancy intention and preconception contraceptive behaviors and substandard prenatal care in France

J Gynecol Obstet Hum Reprod. 2023 May 26:102608. doi: 10.1016/j.jogoh.2023.102608. Online ahead of print.

ABSTRACT

OBJECTIVE: Evaluate the association between a combined measure of time-based pregnancy intention and preconception contraceptive behavior and suboptimal prenatal care.

POPULATION AND METHOD: women delivering a live birth in all maternity units during one week in March 2016 were interviewed in the postpartum ward (N=13132). Multinomial logistic regression models were used to assess the association between the indicator of pregnancy intention and substandard prenatal care (late initiation of care and less than the recommended number of prenatal visits (<60% recommended)).

RESULTS: 83.6% of women had timed pregnancies, 4.7% had mistimed pregnancies but discontinued contraception to conceive, 8.0% had mistimed pregnancies without discontinuing contraception to conceive and 3.7% had unwanted pregnancies. Women with timed pregnancies or mistimed pregnancies despite discontinuing contraception to conceive were more socially advantaged than those who had an unwanted pregnancy or a mistimed pregnancy without discontinuing contraception to conceive. 3.3% of women had a substandard number of prenatal visits and 2.5% had delayed prenatal care initiation. The adjusted odds ratios (aOR) of substandard prenatal visits were high among women with unwanted pregnancies (aOR=2.78; 95% confidence interval [1.91-4.05]) and women with mistimed pregnancies who had not discontinued contraception to conceive (aOR=1.69; [1.21-2.35]) compared to women with timed pregnancies. No difference was observed for women with mistimed pregnancies who discontinued contraception to conceive (aOR=1.22; [0.70-2.12]).

CONCLUSION: Using routinely collected information on preconception contraception allows a more nuanced assessment of pregnancy intentions that can help caregivers identify women at greater risk of substandard prenatal care.

PMID:37245644 | DOI:10.1016/j.jogoh.2023.102608

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Discordance between remnant cholesterol and low-density lipoprotein cholesterol predicts arterial stiffness progression

Hellenic J Cardiol. 2023 May 26:S1109-9666(23)00101-X. doi: 10.1016/j.hjc.2023.05.008. Online ahead of print.

ABSTRACT

BACKGROUND: Cross-sectional studies have shown that remnant cholesterol (RC) was associated with arterial stiffness. The present study evaluated the association of RC and the discordance between RC and low-density lipoprotein cholesterol (LDL-C) with arterial stiffness progression.

METHODS: Data were derived from the Kailuan study. RC was calculated as total cholesterol – high-density lipoprotein cholesterol – LDL-C. Discordant RC with LDL-C were defined by residuals, cutoff points and median values. Arterial stiffness progression was assessed by the brachial-ankle pulse wave velocity (baPWV) change, baPWV change rate, and increase/persistently high baPWV. Multivariable linear regression models and logistic regression models were used to explore the association of RC and discordant RC versus LDL-C with the arterial stiffness progression.

RESULTS: A total of 10,507 participants were enrolled in this study, with the mean age of 50.8±11.8 years, 60.9% (6,396) of male. Multivariable regression analyses showed that, each 1mmol/L increase in the RC level was associated with a 12.80 cm/s increase in baPWV change, a 3.08 cm/s/year increase in the baPWV change rate, and 13% (95% CI, 1.05-1.21) of increase in the risk for increase in /persistently high baPWV. Discordant high RC was associated with a 13.65 cm/s increase in baPWV change and 19% (95% CI, 1.06-1.33) of increase in the risk for increase in /persistently high baPWV compared to those with concordant group.

CONCLUSION: Discordantly high RC with LDL-C was associated with an increased risk of arterial stiffness progression. The findings demonstrated that RC may be an important marker of future coronary artery disease risk.

PMID:37245643 | DOI:10.1016/j.hjc.2023.05.008

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Nevin Manimala Statistics

Quantifying Success After Reverse Total Shoulder Arthroplasty: the Minimal Clinically Important Percentage of Maximal Possible Improvement

J Shoulder Elbow Surg. 2023 May 26:S1058-2746(23)00388-9. doi: 10.1016/j.jse.2023.04.011. Online ahead of print.

ABSTRACT

INTRODUCTION: In high functioning patients, the ceiling effect associated with many patient-reported outcome measures (PROMs) limits the ability to appropriately stratify success. The percent maximal possible improvement (%MPI) was introduced as another evaluation tool, with a proposed threshold of success at 30%. It remains unclear if this threshold correlates with perceived patient success following shoulder arthroplasty. The purpose of this study was to compare the proportion of patients that achieved the minimal clinically important difference (MCID) and %MPI for different outcome scores and to define the %MPI thresholds associated with patient satisfaction following primary reverse shoulder arthroplasty (rTSA).

METHODS: A retrospective review was performed of an international shoulder arthroplasty database between 2003 and 2020. All primary rTSAs performed using a single implant system with minimum 2-year follow-up were reviewed. Pre- and postoperative outcome scores were evaluated for all patients to determine the raw improvement and %MPI. The proportion of patients achieving the MCID and 30% MPI were determined for each outcome score. Thresholds for the minimal clinically important %MPI (MCI-%MPI) were calculated using an anchor-based method for each outcome score and stratified by age and sex.

RESULTS: 2,573 shoulders with a mean follow-up of 47 months were included. Outcome scores with known ceiling effects (SST, SPADI, UCLA) had higher rates of patients achieving the 30% MPI, but not the previously reported MCID. Inversely, outcome scores without significant ceiling effects (Constant and SAS scores) had higher rates of patients achieving the MCID, but not the 30% MPI. The MCI-%MPI differed among outcome scores and mean values were as follows: 33% for the SST, 27% for the Constant score, 35% for the ASES score, 43% for the UCLA score, 34% for the SPADI score, and 30% for the SAS score. The MCI-%MPI increased with greater age for SPADI (p<0.04) and SAS (p<0.01) scores, meaning that patients with higher thresholds required a greater fraction of the possible improvement for a given score to be satisfied, but did not reach statistical significance for other scores. Females had a greater MCI-%MPI for the SAS and ASES scores and a lower MCI-MPI% for the SPADI score.

CONCLUSION: The %MPI offers a simple method to quickly assess improvements across patient outcome scores. However, the %MPI that represents patient improvement after surgery is not uniformly the previously established 30% threshold. Surgeons should utilize score-specific estimates of the MCI-%MPI to gauge success when evaluating patients undergoing primary rTSA.

LEVEL OF EVIDENCE: Basic Science Study; Validation of Outcome Instruments.

PMID:37245623 | DOI:10.1016/j.jse.2023.04.011

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Nevin Manimala Statistics

Longitudinal Changes in Shoulder Arthroplasty Stratified by Age Groups, Types of Surgical Facilities, and Geographical Regions in Korea from 2010 to 2020

J Shoulder Elbow Surg. 2023 May 26:S1058-2746(23)00385-3. doi: 10.1016/j.jse.2023.04.008. Online ahead of print.

ABSTRACT

BACKGROUND: Shoulder arthroplasty, including hemiarthroplasty, reverse and anatomical total shoulder arthroplasty, improves quality of life by reducing shoulder pain and restoring function in patients not only with irreparable rotator cuff tears and/or cuff tear arthropathy but also with osteoarthritis posttraumatic arthritis, proximal humeral fractures, etc. Given the rapid developments in artificial joints and improvements in postoperative outcomes, the number of shoulder arthroplasty surgeries is increasing worldwide. Therefore, we investigated changes in trends over time in Korea.

METHODS: We analyzed the longitudinal changes in the incidence of shoulder arthroplasty including anatomic and reverse total shoulder arthroplasty, hemiarthroplasty, and shoulder revision arthroplasty by changes in the Korean age profile, surgical facilities, and geographical regions using the Korean Health Insurance Review and Assessment Service (HIRA) database from 2010-2020. Data were also collected from the National Health Insurance Service (NHIS) and the Korean Statistical Information Service (KOSIS).

RESULTS: From 2010-2020, the total shoulder arthroplasty rate per 1,000,000 person-years increased from 10.571 to 101.372 (time trend = 1.252; 95% CI 1.233-1.271, p < 0.001). The shoulder hemiarthroplasty rate per 1,000,000 person-years decreased from 6.414 to 3.685 (time trend = 0.933; 95% CI 0.907-0.960, p < 0.001). The shoulder revision arthroplasty rate per 1,000,000 person-years increased from 0.792 to 2.315; the increase was significant (time trend = 1.133; 95% CI 1.101-1.166, p < 0.001).

DISCUSSION: Overall, total shoulder arthroplasty and shoulder revision arthroplasty are increasing and shoulder hemiarthroplasty is decreasing. For both total shoulder arthroplasty and shoulder revision arthroplasty, steep increases are evident in the numbers of patients in their 70s and older than 80 years. The shoulder hemiarthroplasty trend is decreasing regardless of differences in age groups, surgical facilities, and geographical regions. Shoulder revision arthroplasty is preferentially performed in Seoul.

PMID:37245622 | DOI:10.1016/j.jse.2023.04.008

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Nevin Manimala Statistics

Operative Management of Rotator Cuff Tears: Identifying Disparities in Access on a National Level

J Shoulder Elbow Surg. 2023 May 26:S1058-2746(23)00384-1. doi: 10.1016/j.jse.2023.04.007. Online ahead of print.

ABSTRACT

BACKGROUND: The purpose of this study was to identify nationwide disparities in the rates of operative management of rotator cuff tears based on race, ethnicity, insurance type, and socioeconomic status.

METHODS: Patients diagnosed with a full or partial rotator cuff tear from 2006-2014 were identified in the Healthcare Cost and Utilization Project’s National Inpatient Sample database using International Classification of Diseases, Ninth Revision (ICD-9) diagnosis codes. Bivariate analysis using chi-square tests and adjusted, multivariable logistic regression models were used to evaluate differences in the rates of operative versus non-operative management for rotator cuff tears.

RESULTS: This study included 46,167 patients. When compared with white patients, adjusted analysis showed that minority race and ethnicity were associated with lower rates of operative management for Black [adjusted odds ratio (AOR): 0.31, 95% confidence interval (CI): 0.29-0.33; p < 0.001], Hispanic [AOR: 0.49, 95% CI: 0.45-0.52; p < 0.001], Asian or Pacific Islander [AOR: 0.72, 95% CI: 0.61-0.84; p < 0.001], and Native American patients [AOR: 0.65, 95% CI: 0.50-0.86; p = 0.002]. In comparison to privately insured patients, our analysis also found that self-payers [AOR: 0.08, 95% CI: 0.07-0.10; p < 0.001], Medicare beneficiaries [AOR: 0.76, 95% CI: 0.72-0.81; p < 0.001], and Medicaid beneficiaries [AOR: 0.33, 95% CI: 0.30-0.36; p < 0.001] had lower odds of receiving surgical intervention. Additionally, relative to those in the bottom income quartile, patients in all other quartiles experienced nominally higher rates of operative repair; these differences were statistically significant for the second quartile [AOR: 1.09, 95% CI: 1.03-1.16; p = 0.004].

CONCLUSION: There are significant nationwide disparities in the likelihood of receiving operative management for rotator cuff tear patients of differing race/ethnicity, payer status, and socioeconomic status. Further investigation is needed to fully understand and address causes of these discrepancies to optimize care pathways.

PMID:37245619 | DOI:10.1016/j.jse.2023.04.007

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Can the Gut Microbiota Serve as a Guide to the Diagnosis and Treatment of Childhood Epilepsy?

Pediatr Neurol. 2023 Apr 14;145:11-21. doi: 10.1016/j.pediatrneurol.2023.04.006. Online ahead of print.

ABSTRACT

BACKGROUND: To investigate the activity of the gut-brain axis in the pathogenesis of childhood epilepsy and to define biomarkers capable of assisting with determining new strategies in that context.

METHODS: Twenty children with epilepsy of “unknown etiology” and seven healthy controls in the same age group were included in the study. The groups were compared using a questionnaire. Stool samples were stored in tubes containing DNA/RNA Shield (Zymo Research) with a sterile swab. Sequencing was carried out using the MiSeq System (Illumina). The 16S rRNA sequencing of samples using next-generation sequencing involved V4 variable region polymerase chain reaction amplification concluded by 2 × 250-bp paired-end sequencing of amplicons and at least 50,000 reads (>Q30) per sample. DNA sequences were classified at the genus level using the Kraken program. Bioinformatics and statistical analysis were then performed.

RESULTS: Individuals’ gut microbiota relative abundance values differed between the groups at the genus, order, class, family, and phylum levels. Flavihumibacter, Niabella, Anoxybacillus, Brevundimonas, Devosia, and Delftia were seen only in the control group, whereas Megamonas and Coriobacterium were observed only in the epilepsy group. The linear discriminant analysis effect size method identified 33 taxa as important in differentiating the groups.

CONCLUSIONS: We think that bacterial varieties (such as Megamonas and Coriobacterium) that differ between the two groups can be employed as useful biomarkers in the diagnosis and follow-up of epileptic patients. We also predict that, in addition to epilepsy treatment protocols, the restoration of eubiotic microbiota may increase the success of treatment.

PMID:37245274 | DOI:10.1016/j.pediatrneurol.2023.04.006

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Nevin Manimala Statistics

Prognostic Value of 6-Minute Walk Test in Advanced Heart Failure With Reduced Ejection Fraction

Am J Cardiol. 2023 May 26;199:37-43. doi: 10.1016/j.amjcard.2023.04.041. Online ahead of print.

ABSTRACT

There is limited evidence regarding the prognostic value of the 6-minute walk test for patients with advanced heart failure (HF). Accordingly, we studied 260 patients presenting to inpatient cardiac rehabilitation (CR) with advanced HF. The primary outcome was 3-year all-cause mortality after discharge from CR. The association between 6-minute walk distance (6MWD) and the primary outcome was determined using the multivariable Cox regression analysis. To avoid collinearity, 6MWD at admission (6MWDadm) to CR and 6MWD at discharge (6MWDdisch) from CR were analyzed separately. At multivariable analysis, 4 baseline characteristics (age, ejection fraction, systolic blood pressure, and blood urea nitrogen) were identified as prognostic of the primary outcome (baseline risk model). After adjusting for the baseline risk model, the hazard ratios of 6MWDadm and 6MWDdisch modeled as per 50-m increase for the primary outcome were 0.92 (95% confidence interval [CI] 0.85 to 0.99, p = 0.035) and 0.93 (95% CI 0.88 to 0.99, p = -017), respectively. After adjusting for the Meta-analysis Global Group in Chronic Heart Failure (MAGGIC) score, the corresponding hazard ratios were 0.91 (95% CI 0.84 to 0.98, p = 0.017) and 0.93 (95% CI 0.88 to 0.99, p = 0.016). The addition of either 6MWDadm or 6MWDdisch to the baseline risk model or the MAGGIC score yielded a statistically significant increase in global chi-square and in the net proportion of survivors reclassified downward. In conclusion, our data suggest that the distance covered during a 6-minute walk test predicts survival and provides incremental prognostic information on the top of well-established prognostic factors and the MAGGIC risk score in advanced HF.

PMID:37245248 | DOI:10.1016/j.amjcard.2023.04.041

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Nevin Manimala Statistics

The composition of the intestinal microbiota after allogeneic haematopoietic stem cell translantation and its association with graft versus host disease as assessed by 16Sribosomal ribonucleic acid

J Physiol Pharmacol. 2023 Feb;74(1). doi: 10.26402/jpp.2023.1.10. Epub 2023 May 23.

ABSTRACT

To observe the evolution of the intestinal microbiota in patients after allogeneic hematopoietic stem cell transplantation (allo-HSCT) and discuss the relationship between the intestinal microbiota and graft-versus-host disease (GVHD). In this study, 11 patients who underwent allo-HSCT in the Aerospace Central Hospital from January 2021 to October 2021 were selected, along with 11 donors. Fecal specimens were collected 7 times: at admission, after pre-treatment, and every 3 weeks after transplantation from patients and once from donors. The composition of the intestinal microbiota and its association with GVHD after allogeneic hematopoietic stem cell transplantation were analyzed by 16S rRNA sequencing. Of the 11 patients, 5 developed GVHD, and 6 did not. The diversity of the intestinal microbiota among GVHD patients first increased and then decreased after transplantation, while that among non-GVHD patients first increased and then tended to be stable. The diversity of the intestinal microbiota among GVHD patients was lower than that among non-GVHD patients before pre-treatment and after transplantation. The taxa diversity of the intestinal microbiota in the non-GVHD group was better than that in the GVHD group before allo-HSCT, and the difference was statistically significant (P<0.05 for OTUs and CHAO1 index). The taxa abundance of Enterococcaceae 2.16% (2.13%, 2.22%) before allo-HSCT was significantly higher than that in the non-GVHD group 1.33% (0.27%, 1.52%), and the difference was statistically significant (P=0.004). There was no significant difference between the GVHD group and the non-GVHD group in the diversity of the intestinal microbiota of donors (P<0.05). The characteristics of the intestinal microbiota in the final sample of patients in the GVHD group were similar to the preoperative structure of the intestinal microbiota. In conclusion: The decrease in the diversity of the intestinal microbiota after HSCT may be a risk factor for the occurrence of GVHD. The presence of Enterococcaceae in the intestinal microbiota may be associated with an increased risk of developing GVHD. The intestinal microbiota reconstitute to be close to the intestinal microbiota composition of the donors in the non-GVHD group.

PMID:37245237 | DOI:10.26402/jpp.2023.1.10

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The role of interferon-stimulated gene 15 in the occurence and progression of cervical squamous cell carcinoma

J Physiol Pharmacol. 2023 Feb;74(1). doi: 10.26402/jpp.2023.10.08. Epub 2023 May 23.

ABSTRACT

To identify molecular markers for early diagnosis and new targets for treatment of cervical squamous cell carcinoma. Our study involved 52 carcinoma tissues that were confirmed pathologically as cervical squamous cell carcinoma (CSCC) at the Fourth Hospital of Hebei Medical University in 2021. We obtained 36 control specimens from patients who had undergone hysterectomy for benign uterine diseases in 2021, with no cervical lesions as confirmed by pathology. Total RNA was extracted from all the samples. Reverse transcription and quantitative real-time PCR were performed. Immunohistochemical staining for interferon-stimulated gene 15 (ISG15) protein was performed. Descriptive analyses including mean and standard deviation were used to compare different groups. For data that do not conform to normal distribution, we use Wilcox rank sum test to make statistics to compare different groups with the median and interquartile. Mann Whitney U test was used to compare non-parametric continuous data, and categorical variables were analyzed using chi-square test. Receiver operating characteristic (ROC) curve was used to evaluate the possibility of using ISG15 as a new biomarker for cervical squamous cell carcinoma. Compared with normal cervical tissues, mRNA expression of ISG15 in cervical cancer tissues was significantly lower (P<0.01); mRNA expression was significantly lower in patients with nerve invasion (P<0.05). Difference in ISG15 protein expression was statistically significant (no expression/low expression) in the cancer samples compared to normal tissues (P<0.01). The area under ROC curve was 0.810 (P<0.001) and the sensitivity and specificity were 75% and 54%, respectively. Spearman’s correlation analysis showed that ISG15 mRNA was positively correlated with protein expression (r=0.358, P=0.001). Deficiency of ISG15 may be associated with the occurrence and progression of CSCC. It could be used as a potential tumor marker in research and treatment of CSCC.

PMID:37245235 | DOI:10.26402/jpp.2023.10.08