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Nevin Manimala Statistics

Trends, Characteristics, and Maternal Morbidity Associated With Unhoused Status in Pregnancy

JAMA Netw Open. 2023 Jul 3;6(7):e2326352. doi: 10.1001/jamanetworkopen.2023.26352.

ABSTRACT

IMPORTANCE: Unhoused status is a substantial problem in the US. Pregnancy characteristics and maternal outcomes of individuals experiencing homelessness are currently under active investigation to optimize health outcomes for this population.

OBJECTIVE: To assess the trends, characteristics, and maternal outcomes associated with unhoused status in pregnancy.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study analyzed data from the Healthcare Cost and Utilization Project National (Nationwide) Inpatient Sample. The study population included hospitalizations for vaginal and cesarean deliveries from January 1, 2016, to December 31, 2020. Unhoused status of these patients was identified from use of International Statistical Classification of Diseases, Tenth Revision, Clinical Modification code Z59.0. Statistical analysis was conducted from December 2022 to June 2023.

MAIN OUTCOMES AND MEASURES: Primary outcomes were (1) temporal trends; (2) patient and pregnancy characteristics associated with unhoused status, which were assessed with a multivariable logistic regression model; (3) delivery outcomes, including severe maternal morbidity (SMM) and mortality at delivery, which used the Centers for Disease Control and Prevention definition for SMM indicators and were assessed with a propensity score-adjusted model; and (4) choice of long-acting reversible contraception method and surgical sterilization at delivery.

RESULTS: A total of 18 076 440 hospital deliveries were included, of which 18 970 involved pregnant patients who were experiencing homelessness at the time of delivery, for a prevalence rate of 104.9 per 100 000 hospital deliveries. These patients had a median (IQR) age of 29 (25-33) years. The prevalence of unhoused patients increased by 72.1% over a 5-year period from 76.1 in 2016 to 131.0 in 2020 per 100 000 deliveries (P for trend < .001). This association remained independent in multivariable analysis. In addition, (1) substance use disorder (tobacco, illicit drugs, and alcohol use disorder), (2) mental health conditions (schizophrenia, bipolar, depressive, and anxiety disorders, including suicidal ideation and past suicide attempt), (3) infectious diseases (hepatitis, gonorrhea, syphilis, herpes, and COVID-19), (4) patient characteristics (Black and Native American race and ethnicity, younger and older age, low or unknown household income, obesity, pregestational hypertension, pregestational diabetes, and asthma), and (5) pregnancy characteristics (prior uterine scar, excess weight gain during pregnancy, and preeclampsia) were associated with unhoused status in pregnancy. Unhoused status was associated with extreme preterm delivery (<28-week gestation: 34.3 vs 10.8 per 1000 deliveries; adjusted odds ratio [AOR], 2.76 [95% CI, 2.55-2.99]); SMM at in-hospital delivery (any morbidity: 53.8 vs 17.7 per 1000 deliveries; AOR, 2.30 [95% CI, 2.15-2.45]); and in-hospital mortality (0.8 vs <0.1 per 1000 deliveries; AOR, 10.17 [95% CI, 6.10-16.94]), including case fatality risk after SMM (1.5% vs 0.3%; AOR, 4.46 [95% CI, 2.67-7.45]). Individual morbidity indicators associated with unhoused status included cardiac arrest (AOR, 12.43; 95% CI, 8.66-17.85), cardiac rhythm conversion (AOR, 6.62; 95% CI, 3.98-11.01), ventilation (AOR, 6.24; 95% CI, 5.03-7.74), and sepsis (AOR, 5.37; 95% CI, 4.53-6.36).

CONCLUSIONS AND RELEVANCE: Results of this national cross-sectional study suggest that unhoused status in pregnancy gradually increased in the US during the 5-year study period and that pregnant patients with unhoused status were a high-risk pregnancy group.

PMID:37523185 | DOI:10.1001/jamanetworkopen.2023.26352

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Prevalence and Landscape of Pathogenic or Likely Pathogenic Germline Variants and Their Association With Somatic Phenotype in Unselected Chinese Patients With Gynecologic Cancers

JAMA Netw Open. 2023 Jul 3;6(7):e2326437. doi: 10.1001/jamanetworkopen.2023.26437.

ABSTRACT

IMPORTANCE: Understanding germline and somatic status in patients with gynecologic cancers could improve risk assessment and guide therapeutic decision-making.

OBJECTIVE: To evaluate the prevalence and landscape of germline pathogenic or likely pathogenic (P/LP) variants and explore whether these variants are associated with somatic phenotypes and cancer risk in unselected patients with gynecologic cancers.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study retrospectively enrolled unselected patients in China with a gynecologic cancer, including ovarian, cervical, and endometrial, who underwent tumor-normal sequencing using a 520-gene panel from October 1, 2017, through May 31, 2021.

EXPOSURE: Germline variants in gynecologic cancers.

MAIN OUTCOMES AND MEASURES: The P/LP germline variant rates in 62 cancer predisposition genes were assessed using descriptive statistics. The associations of P/LP variant status with age, somatic profiles, and cancer risk were also investigated using the Fisher exact test or Student t test.

RESULTS: A total of 1610 women (median [IQR] age, 54 [47-62] years; 1201 [74.6%] with stage III-IV disease) were included (945 with ovarian cancer, 307 with endometrial cancer, and 358 with cervical cancer). The prevalence of patients with P/LP variants was 20.5% (194 of 945) for ovarian cancer, 13.4% (41 of 307) for endometrial cancer, and 6.4% (23 of 358) for cervical cancer; 95.1% of the germline findings (n = 252) were potentially actionable, mainly in homologous recombination repair (HRR) and mismatch repair genes. Chinese patients with endometrial cancer had a higher rate of P/LP variants than a White population from The Cancer Genome Atlas (42 of 307 [13.7%] vs 24 of 367 [6.5%]; P = .003). In endometrial and cervical cancers, the prevalence of P/LP variants was 12.7% (30 of 237) and 4.8% (13 of 270), respectively, in patients diagnosed at age 45 years or older and increased to 25.0% (9 of 36; P = .09) and 12.0% (10 of 83; P = .04), respectively, for those with an onset age of less than 45 years. Mismatch repair P/LP variants were associated with a younger age at onset for ovarian cancer (46 vs 54 years; P = .02) and endometrial cancer (48 vs 57 years; P < .001), while HRR P/LP variants were associated with a younger age at onset for cervical cancer (46 vs 52 years; P = .04). Carriers of HRR P/LP variants had more prevalent somatic TP53 variants and less common somatic variants in oncogenic driver genes vs noncarriers. BRCA1/2 P/LP variants were also associated with moderate risks for endometrial and cervical cancer.

CONCLUSIONS AND RELEVANCE: This study delineates the landscape of germline P/LP variants in Chinese women with gynecologic cancers. The findings highlight the hereditary factor in cervical cancer that has long been neglected and suggest the importance of next-generation sequencing-based genetic testing with a large gene panel for gynecologic cancers.

PMID:37523182 | DOI:10.1001/jamanetworkopen.2023.26437

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Association Between Gestational Age and Academic Achievement of Children Born at Term

JAMA Netw Open. 2023 Jul 3;6(7):e2326451. doi: 10.1001/jamanetworkopen.2023.26451.

ABSTRACT

IMPORTANCE: Differences in academic achievement by gestational age of children born at term, especially at 39 to 41 weeks, are not well understood.

OBJECTIVE: To examine differences in academic achievement among children born between 37 and 41 weeks’ gestational age.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study linked birth certificates of children born in Iowa from 1989 to 2009 with school test scores for grades 2 to 11 from 2017 to 2018. Statistical analysis was performed from January to March 2023.

EXPOSURES: Gestational age at 37, 38, 39, and 41 weeks vs 40 weeks from clinical or obstetric and calendar measures.

MAIN OUTCOMES AND MEASURES: Outcomes were scores in national percentile rankings (NPRs) on standardized school tests in math and reading. Covariates included demographic and prenatal risk factors.

RESULTS: The sample included 536 996 children (50.7% male children and 49.3% female children) with math scores (3 576 045 child-grade observations; 6.6%, 15.7%, 28.6%, 35.5%, and 13.7% born at 37, 38, 39, 40, and 41 weeks, respectively) and 537 078 children with reading scores (3 590 408 child-grade observations). Score differences for those born at 39 vs 40 weeks were -0.028 NPRs (95% CI, -0.18 to 0.12 NPRs) for math and 0.085 NPRs (95% CI, -0.067 to 0.24 NPRs) for reading using the clinical or obstetric measure and 0.03 NPRs (95% CI, -0.14 to 0.20 NPRs) for math and 0.13 NPRs (95% CI, -0.042 to 0.31 NPRs) for reading using the calendar measure. With the clinical or obstetric measure, score differences between those born at 41 and 40 weeks were 0.19 NPRs (95% CI, -0.0052 to 0.38 NPRs) for math and 0.098 NPRs (95% CI, -0.096 to 0.29 NPRs) for reading. With the calendar measure, score differences for those born at 41 weeks were -0.22 NPRs (95% CI, -0.43 to -0.013 NPRs) for math and -0.28 NPRs (95% CI, -0.49 to -0.074 NPRs) for reading. With the clinical or obstetric measure, score differences between those born at 37 and 38 weeks vs 40 weeks were -0.59 NPRs (95% CI, -0.84 to -0.33 NPRs) and -0.44 NPRs (95% CI, -0.62 to -0.26 NPRs), respectively, for math, and -0.066 NPRs (95% CI, -0.32 to 0.19 NPRs) and -0.19 NPRs (95% CI, -0.37 to 0.0038 NPRs), respectively, for reading.

CONCLUSIONS AND RELEVANCE: This study suggests that there is no evidence of a difference in math and reading scores over grades 2 to 11 among children born between 39 and 40 weeks’ gestation, and overall no evidence of better scores among those born at 41 weeks’ gestation compared with 40 weeks’ gestation. The results can further inform decisions on delivery timing at term birth by offering insights into long-term associations of delivery timing with cognitive development and school achievement.

PMID:37523180 | DOI:10.1001/jamanetworkopen.2023.26451

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Futility in Clinical Trials

JAMA. 2023 Jul 31. doi: 10.1001/jama.2023.14111. Online ahead of print.

NO ABSTRACT

PMID:37523168 | DOI:10.1001/jama.2023.14111

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Uric acid index is a risk for mild cognitive impairment in type 2 diabetes

Hormones (Athens). 2023 Jul 31. doi: 10.1007/s42000-023-00465-3. Online ahead of print.

ABSTRACT

BACKGROUND: A new uric acid (UA) index has recently been proposed, while serum uric acid (SUA), fasting triglyceride, and fasting blood glucose levels in the index are shown to affect cognitive function. This study aims to investigate the clinical value of the UA index for assessing mild cognitive impairment (MCI) in type 2 diabetes (T2D) patients.

METHODS: This was an observational cross-sectional study with 616 participants. A generalized additive model was used to determine a linear or curvilinear relationship between cognitive performance and the UA index. Logistic regression and random forest models were both developed. A receiver operating characteristic curve (ROC) was delineated and the area under the curve (AUC) was calculated.

RESULTS: MCI was diagnosed in 313 participants (50.81%). Compared with the T2D-normal cognitive function group, MCI subjects had higher UA indexes, lower cognitive scores, and lower education levels (p < 0.001). Generalized additive models showed the UA index and the Montreal Cognitive Assessment (MoCA) score to be decreased linearly (p < 0.001). The UA index AUC was 0.751 (95% CI = 0.713-0.789, p < 0.001). The optimal cut-off point for the identification of MCI based on the UA index was 11.26 (sensitivity: 62.3%, specificity: 75.9%). Results for females in the cohort yielded an AUC change of + 2.5%, the less-educated population (AUC change of + 4.7%), and the hypertensive population (AUC change of + 1.1%). The AUCs were 0.791 (95% CI = 0.720-0.863) for the random forest model and 0.804 (95% CI = 0.770-0.837) for the logistic regression model, and no statistical significance was found (p = 0.758).

CONCLUSION: This study showed that the increased UA index was independently associated with MCI in patients with T2D, especially among female, less-educated, and hypertensive patients. It could be a potential indicator of MCI in T2D patients.

PMID:37523135 | DOI:10.1007/s42000-023-00465-3

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An AI-Enabled Dynamic Risk Stratification for Emergency Department Patients with ECG and CXR Integration

J Med Syst. 2023 Jul 31;47(1):81. doi: 10.1007/s10916-023-01980-x.

ABSTRACT

Emergency department (ED) triage scale determines the priority of patient care and foretells the prognosis. However, the information retrieved from the initial assessment is limited, hindering the risk identification accuracy of triage. Therefore, we sought to develop a ‘dynamic’ triage system as secondary screening, using artificial intelligence (AI) techniques to integrate information from initial assessment data and subsequent examinations. This retrospective cohort study included 134,112 ED visits with at least one electrocardiography (ECG) and chest X-ray (CXR) in a medical center from 2012 to 2022. Additionally, an independent community hospital provided 45,614 ED visits as an external validation set. We trained an eXtreme gradient boosting (XGB) model using initial assessment data to predict all-cause mortality in 7 days. Two deep learning models (DLMs) using ECG and CXR were trained to stratify mortality risks. The dynamic triage levels were based on output from the XGB-triage and DLMs from ECG and CXR. During the internal and external validation, the area under the receiver operating characteristic curve (AUC) of the XGB-triage model was >0.866; furthermore, the AUCs of DLMs using ECG and CXR were >0.862 and >0.886, respectively. The dynamic triage scale provided a higher C-index (0.914-0.920 vs. 0.827-0.843) than the original one and demonstrated better predictive ability for 5-year mortality, 30-day ED revisit, and 30-day discharge. The AI-based risk scale provides a more accurate and dynamic stratification of mortality risk in ED patients, particularly in identifying patients who tend to be overlooked due to atypical symptoms.

PMID:37523102 | DOI:10.1007/s10916-023-01980-x

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Do cancer centres and palliative care wards routinely measure patients’ quality of life? An international cross-sectional survey study

Support Care Cancer. 2023 Jul 31;31(8):499. doi: 10.1007/s00520-023-07964-4.

ABSTRACT

PURPOSE: Routinely assessing quality of life (QoL) of patients with cancer is crucial for improving patient-centred cancer care. However, little is known about whether or how cancer centres assess QoL for clinical practice or for research purposes. Therefore, our study aimed to investigate if QoL data is collected and if so, how and for what purposes.

METHOD: We conducted a cross-sectional survey study among 32 cancer centres in Europe and Canada. Centre representatives identified persons who they judged to have sufficient insight into QoL data collections in their wards to complete the survey. Descriptive statistics were used to summarise the information on QoL assessment and documentation.

RESULTS: There were 20 (62.5%) responding cancer centres. In total, 30 questionnaires were completed, of which 13 were completed for cancer wards and 17 for palliative care wards. We found that 23.1% and 38.5% of the cancer wards routinely assessed QoL among inpatients and outpatients with cancer, respectively, whereas, in palliative care wards, 52.9% assessed QoL for outpatients with cancer and 70.6% for the inpatients. Wide variabilities were observed between the cancer centres in how, how often, when and which instruments they used to assess QoL.

CONCLUSION: A sizable proportion of the cancer wards, especially, and palliative care wards apparently does not routinely assess patients’ QoL, and we found wide variabilities between the cancer centres in how they do it. To promote routine assessment of patients’ QoL, we proposed several actions, such as addressing barriers to implementing patient-reported outcome measures through innovative e-health platforms.

PMID:37523097 | DOI:10.1007/s00520-023-07964-4

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Effects of Drop Sets on Skeletal Muscle Hypertrophy: A Systematic Review and Meta-analysis

Sports Med Open. 2023 Jul 31;9(1):66. doi: 10.1186/s40798-023-00620-5.

ABSTRACT

BACKGROUND: One of the most popular time-efficient training methods when training for muscle hypertrophy is drop sets, which is performed by taking sets to concentric muscle failure at a given load, then making a drop by reducing the load and immediately taking the next set to concentric or voluntary muscle failure. The purpose of this systematic review and meta-analysis was to compare the effects of drop sets over traditional sets on skeletal muscle hypertrophy.

METHODS: This systematic review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The SPORTDiscus and MEDLINE/PubMed databases were searched on April 9, 2022, for all studies investigating the effects of the drop set training method on muscle hypertrophy that meets the predefined inclusion criteria. Comprehensive Meta-Analysis Version 3 (Biostat Inc., Englewood Cliffs, NJ, USA) was used to run the statistical analysis. Publication bias was assessed through visual inspection of the funnel plots for asymmetry and statistically by Egger’s regression test with an alpha level of 0.10.

RESULTS: Six studies met the predefined inclusion criteria. The number of participants in the studies was 142 (28 women and 114 men) with an age range of 19.2-27 years. The average sample size was 23.6 ± 10.9 (range 9-41). Five studies were included in the quantitative synthesis. Meta-analysis showed that both the drop set and traditional training groups increased significantly from pre- to post-test regarding muscle hypertrophy (drop set standardized mean difference: 0.555, 95% CI 0.357-0.921, p < 0.0001; traditional set standardized mean difference: 0.437, 95% CI 0.266-0.608, p < 0.0001). No significant between-group difference was found (standardized mean difference: 0.155, 95% CI – 0.199 to – 0.509, p = 0.392).

CONCLUSIONS: The results of this systematic review and meta-analysis indicate that drop sets present an efficient strategy for maximizing hypertrophy in those with limited time for training. There was no significant difference in hypertrophy measurements between the drop set and traditional training groups, but some of the drop set modalities took half to one-third of the time compared with traditional training.

PMID:37523092 | DOI:10.1186/s40798-023-00620-5

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A Pediatric Upper Airway Library to Evaluate Interpatient Variability of In Silico Aerosol Deposition

AAPS PharmSciTech. 2023 Jul 31;24(6):162. doi: 10.1208/s12249-023-02619-3.

ABSTRACT

The airway of pediatric patients’ changes through development, presenting a challenge in developing pediatric-specific aerosol therapeutics. Our work aims to quantify geometric variations and aerosol deposition patterns during upper airway development in subjects between 3.5 months-6.9 years old using a library of 24 pediatric models and 4 adult models. Computational fluid-particle dynamics was performed with varying particle size (0.1-10 μm) and flow rate (10-120 Lpm), which was rigorously analyzed to compare anatomical metrics (epiglottis angle (θE), glottis to cricoid ring ratio (GC-ratio), and pediatric to adult trachea ratio (H-ratio)), inhaler metrics (particle diameter, [Formula: see text], and flow rate, Q), and clinical metrics (age, sex, height, and weight) against aerosol deposition. Multivariate non-linear regression indicated that all metrics were all significantly influential on resultant deposition, with varying influence of individual parameters. Additionally, principal component analysis was employed, indicating that [Formula: see text], Q, GC-ratio, θE, and sex accounted for 90% of variability between subject-specific deposition. Notably, age was not statistically significant among pediatric subjects but was influential in comparing adult subjects. Inhaler design metrics were hugely influential, thus supporting the critical need for pediatric-specific inhalable approaches. This work not only improves accuracy in prescribing inhalable therapeutics and informing pediatric aerosol optimization, but also provides a framework for future aerosol studies to continue to strive toward optimized and personalized pediatric medicine.

PMID:37523076 | DOI:10.1208/s12249-023-02619-3

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Robotic-assisted technology does not influence functional outcomes among obese and morbidly obese total knee arthroplasty patients

J Exp Orthop. 2023 Jul 31;10(1):76. doi: 10.1186/s40634-023-00634-8.

ABSTRACT

PURPOSE: Despite benefits of total knee arthroplasty (TKA) on function and quality of life, obese patients have less improved functional outcomes following TKA compared to their normal weight counterparts. Furthermore, obesity is a risk factor for aseptic loosening and revision surgery following TKA. With known benefits of robotic-assisted TKA (RaTKA) in precision and patient satisfaction, we aimed to evaluate the differences in patient reported outcome and early complication rates for patients undergoing RaTKA versus conventional TKA among patients of varying BMI groups.

METHODS: This study was a retrospective cohort study of patients who underwent conventional versus RaTKA. Patients were grouped by BMI range (< 30 kg/m2, 30-40 kg/m2, and > 40 kg/m2). Patient-reported outcomes were measured by Oxford Knee Scores and 12-Item Short Form Survey scores preoperatively, 6-month, 1-year, and 2-year postoperatively. Mixed-effects linear models were built for each patient-reported outcome to assess the interaction between type of surgery and BMI while adjusting for known confounders such as demographic variables.

RESULTS: A total of 350 patients (n = 186 RaTKA, n = 164 conventional TKA) met inclusion criteria. SF-12 physical scores were significantly higher at 2-year follow-up among non-obese patients compared to obese and morbidly obese patients (p = 0.047). There was no statistically significant interaction between the type of surgery performed (RaTKA versus conventional TKA) and obesity regarding their effects on patient reported outcomes.

CONCLUSIONS: This study demonstrates no differences in functional outcomes among patients undergoing RaTKA compared to conventional TKA. Furthermore, obesity had no significant effect on this association.

LEVEL OF EVIDENCE: III.

PMID:37523073 | DOI:10.1186/s40634-023-00634-8