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Nevin Manimala Statistics

Gap balanced adjusted mechanical alignment versus measured resection mechanical alignment: a randomised controlled trial

Arch Orthop Trauma Surg. 2022 Jun 12. doi: 10.1007/s00402-022-04487-1. Online ahead of print.

ABSTRACT

INTRODUCTION: Alignment goals in total knee replacement (TKR) is a topical subject. This study compares the short-term functional outcomes and patient reported outcome measures (PROMs) of two philosophies for knee arthroplasty alignment: measured resection (MR) and an individualised alignment philosophy, with the tibia mechanically aligned and an instrumented gap balancer (GB) to align the femur in both flexion and extension.

PATIENTS AND METHODS: 94 knees were enrolled in this randomised controlled trial. The surgical protocol used a MR technique for mechanical alignment or a GB technique for individualised alignment. Primary outcome was quadriceps strength. Secondary outcomes included validated functional tests and PROMs as well as patient satisfaction. Outcomes were assessed pre-operatively, at 6 weeks, 3, 6 and 12 months post-operatively.

RESULTS: At 12-month follow-up, there was no significant difference in the change from baseline mean quadriceps peak torque between the two groups (p = 0.988). Significant improvement in the change in range of motion (ROM) in the GB group compared to the MR group at 3 months (13° vs 6° p = 0.028) but this improvement was not significant at 1 year (20° vs 17° p = 0.21). The functional test of balance showed statistically significant improvement at 6 weeks (p = 0.03) in the GB group but this difference was not maintained. PROMs favoured the GB group, with the KOOS pain scoring statistically better (p ≤ 0.05) at 6 weeks, 3, 6 and 12 months.

CONCLUSIONS: Individualised alignment philosophy utilising a GB technique did not demonstrate an improvement in the primary outcome measure quadriceps peak torque. Improvement was seen in the GB group in PROM pain scores that was significant, both statistically and clinically, out to at least 1 year. Gains that were seen in functional assessment with GB, although significant at some time points, were no longer significant at 1 year and no difference was seen in quads strength. Compared to a MR technique, the individualised GB technique appears to confer some improvement in pain, ROM and some functional tests following TKR in the short-term.

PMID:35690965 | DOI:10.1007/s00402-022-04487-1

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Gender-Affirming Surgeries: A National Surgical Quality Improvement Project Database Analyzing Demographics, Trends, and Outcomes

Ann Plast Surg. 2022 Jun 1;88(5 Suppl 5):S501-S507. doi: 10.1097/SAP.0000000000003157.

ABSTRACT

BACKGROUND: Gender affirmation surgery is an exponentially growing field within plastic surgery. The aim of our study is to analyze demographics, procedure type, trends, and outcomes in the surgical management of gender identity disorder in the past few years.

METHODS: The American College of Surgeons NSQIP database was queried for the years 2015 to 2019. International Classification of Diseases codes were used to identify all gender-affirming cases. Patients were categorized by procedure type using Current Procedural Terminology codes for feminizing/masculinizing top, bottom and head/neck procedures. Patient demographics, comorbidities, and postoperative complications were analyzed using SPSS statistics software. A comparative analysis was performed among the procedure type.

RESULTS: From 2015 to 2019, 4114 patients underwent a gender-affirming surgery (GAS) increasing the number of surgeries by over 400%, according to the NSQIP database. Demographics include age (mean = 32 years), body mass index (mean = 28 kg/m2), race (60% White, 22% unknown, 13% African American, 4% Asian, 1% other). Female to male procedures represented the most commonly performed (n = 2647; 64%), followed by male to female (n = 1278; 31%) with head/neck procedures representing 5% (n = 189) of all procedures. Top surgeries were also the most common (n = 2347, 57%), followed by bottom surgeries (n = 1578, 38%). The overall complication rate was 6% (n = 247), 2.1% (n = 4) for head/neck procedures, 8% (n = 134) for bottom procedures, and 3.5% (n = 84) for top surgeries.A reoperation within 30 days and related to the initial GAS occurred for 52 patients. Postoperative complication rates were statistically different between bottom surgeries compared with the top and head/neck procedure groups (P < 0.001). Increasing age and body mass index showed a significantly higher odds of having a complication.

CONCLUSIONS: Gender-affirming procedures have significantly increased over the past 5 years. Increased exposure through literature and research, as well as an improvement in social climates, including increasing insurance coverage have contributed to the expansion of these procedures. Low serious complication rates within 30 days prove GAS to be safe.

PMID:35690947 | DOI:10.1097/SAP.0000000000003157

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Mendelian randomization analysis for attention deficit/hyperactivity disorder: studying a broad range of exposures and outcomes

Int J Epidemiol. 2022 Jun 12:dyac128. doi: 10.1093/ije/dyac128. Online ahead of print.

ABSTRACT

BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is a highly prevalent neurodevelopmental disorder caused by a combination of genetic and environmental factors and is often thought as an entry point into a negative life trajectory, including risk for comorbid disorders, poor educational achievement or low income. In the present study, we aimed to clarify the causal relationship between ADHD and a comprehensive range of related traits.

METHODS: We used genome-wide association study (GWAS) summary statistics for ADHD (n = 53 293) and 124 traits related to anthropometry, cognitive function and intelligence, early life exposures, education and employment, lifestyle and environment, longevity, neurological, and psychiatric and mental health or personality and psychosocial factors available in the MR-Base database (16 067 ≤n ≤766 345). To investigate their causal relationship with ADHD, we used two-sample Mendelian randomization (MR) with a range of sensitivity analyses, and validated MR findings using causal analysis using summary effect estimates (CAUSE), aiming to avoid potential false-positive results.

RESULTS: Our findings strengthen previous evidence of a causal effect of ADHD liability on smoking and major depression, and are consistent with a causal effect on odds of decreased average total household income [odds ratio (OR) = 0.966, 95% credible interval (CrI) = (0.954, 0.979)] and increased lifetime number of sexual partners [OR = 1.023, 95% CrI = (1.013, 1.033)]. We also found evidence for a causal effect on ADHD for liability of arm predicted mass and weight [OR = 1.452, 95% CrI = (1.307, 1.614) and OR = 1.430, 95% CrI = (1.326, 1.539), respectively] and time spent watching television [OR = 1.862, 95% CrI = (1.545, 2.246)], and evidence for a bidirectional effect for age of first sexual intercourse [beta = -0.058, 95% CrI = (-0.072, -0.044) and OR = 0.413, 95% CrI = (0.372, 0.457), respectively], odds of decreased age completed full-time education [OR = 0.972, 95% CrI = (0.962, 0.981) and OR = 0.435, 95% CrI = (0.356, 0.533), respectively] and years of schooling [beta = -0.036, 95% CrI = (-0.048, -0.024) and OR = 0.458, 95% CrI = (0.411, 0.511), respectively].

CONCLUSIONS: Our results may contribute to explain part of the widespread co-occurring traits and comorbid disorders across the lifespan of individuals with ADHD and may open new opportunities for developing preventive strategies for ADHD and for negative ADHD trajectories.

PMID:35690959 | DOI:10.1093/ije/dyac128

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A Comparison of Complication Rates in Wise Pattern Versus Vertical Breast Reduction

Ann Plast Surg. 2022 Jun 1;88(5 Suppl 5):S498-S500. doi: 10.1097/SAP.0000000000003158.

ABSTRACT

BACKGROUND: Breast reduction has a well-chronicled history and remains a common reason for patients to seek plastic surgery consultation. The Wise pattern is the most common skin reduction pattern in the United States. Vertical pattern reduction is also widely used and offers the potential for decreased scar burden. Both patterns have been used with a variety of pedicles for preservation of the nipple areolar complex, which may also impact complication rate and patient satisfaction. There is a preponderance of literature on breast reduction surgery but limited comparative data on the safety profile of these patterns. The purpose of this article is to review the comparative literature, with emphasis on the overall risk of complications.

METHODS: OVID and PubMed were used to query the literature for articles comparing complication rates in both Wise pattern and vertical breast reduction. Inclusion criteria were case series that encompassed both vertical and Wise pattern reductions and cited the rate of complications. Complications included in our analysis of total complication rate were as follows: hematoma, seroma, infection, dehiscence, fat necrosis, skin necrosis, and nipple areolar complex necrosis. We excluded standing cutaneous deformity as a complication. Articles that included oncoplastic breast reductions were also excluded. The primary analysis was an inverse variance-weighted random-effect meta-analysis of overall complication rate, with the association between the technique and overall complication rate quantified using odds ratios.

RESULTS: Eight articles were identified that met inclusion criteria, representing 963 patients (525 Wise pattern and 438 vertical pattern). The overall complication rate pooled across the studies favored vertical pattern reduction, but the result was not definitive.

CONCLUSIONS: Vertical pattern breast reduction can be done safely. Our statistical analysis found a trend toward decreased complications with vertical reductions, but did not reach statistical significance. Patients seeking breast reduction are a heterogeneous population with respect to breast size, degree of ptosis, body habitus, body mass index, comorbidities, and acceptance of scars. It remains important to individualize the approach to the patient and their needs. More quantitative, comparative data, especially from randomized controlled trials, would be useful to further evaluate the relative safety profiles of the 2 patterns.

PMID:35690946 | DOI:10.1097/SAP.0000000000003158

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The Safety of Fat Grafting: An Institutional Retrospective Review

Ann Plast Surg. 2022 Jun 1;88(5 Suppl 5):S473-S477. doi: 10.1097/SAP.0000000000003234.

ABSTRACT

BACKGROUND: Autologous fat grafting is a popular technique for volume replacement in the breast and face. The efficacy, safety, and complication rate of this technique at the division of plastic surgery at the University of Alabama at Birmingham will be described in this review.

METHODS: An institutional review board-approved retrospective review of patients undergoing fat grafting procedures from January 2015 to July 2018 was performed. Records were reviewed for fat graft recipient site, donor site, amount grafted, and complications. Continuous variables were compared using either a t test or one-way analysis of variance test. Categorical data were compared using χ2 test. A P value of 0.05 or less was considered statistically significant for all comparisons.

RESULTS: A total of 396 patients who underwent fat grafting procedures of the face and body from January 2015 through July 2018 met inclusion criteria. Average amount of fat grafted for all grafts was 124.4 +/- 6.74 grams. Two hundred fifty of the grafts (62.7%) involved the bilateral breasts with an average of 140.6 +/- 93.97 g used, 70 per side. Of the 396 patients, 110 (27.8%) experienced complications. Forty three of the complications (10.9%) were considered to be major, which included hematomas/seromas, fat necrosis, dermatitis/cellulitis, and infection. No statistical differences were seen among recipient site complication rate. Types of minor complications were statistically significant per recipient sites with bilateral breasts more likely to experience asymmetry than the other recipient sites (20% for bilateral breasts vs 16% overall, P < 0.05). Fifty nine of the 110 patients (53.6%) had the complications reported to be resolved.

CONCLUSIONS: Fat grafting is a reliable method for volumization of the breasts and face. Minor complications were not infrequent in this case series; however, no life-threatening complications were observed. Continued work needs to be done to use fat grafting beyond traditional measures.

PMID:35690941 | DOI:10.1097/SAP.0000000000003234

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The Effect of Fat Grafting on Expansion Pressures in Expander-Based Postmastectomy Breast Reconstruction: Outcomes in Normal and Irradiated Tissues

Ann Plast Surg. 2022 Jun 1;88(5 Suppl 5):S455-S460. doi: 10.1097/SAP.0000000000003156.

ABSTRACT

INTRODUCTION: The impact of fat grafting on the viscoelasticity of irradiated tissues is poorly defined. We investigate the effect of subcutaneous fat grafting on postmastectomy tissue expansion in patients undergoing delayed breast reconstruction. We quantify observed viscoelastic and trophic changes of the skin envelope. We hypothesize that fat grafting changes the trophic and viscoelastic properties of the breast soft tissue envelope.

METHODS: Postmastectomy defects delayed more than 2 years and reconstructed with subpectoral tissue expanders were prospectively studied. Control (no irradiation, no fat grafting, n = 7), fat grafted (no irradiation, fat grafting n = 8), and irradiated plus fat grafting (irradiation, fat grafting, n = 9) groups were included. Hydrostatic pressures of the tissue expanders were measured before and immediately after expansion, and again postexpansion day 1. Pressure changes calculated as “postexpansion-relaxation interval”: difference between maximal pressure at each expansion and the minimal pressure before the next expansion session. Differences were analyzed between groups.

RESULTS: Hydrostatic pressure plots reflect the soft tissue ability to accommodate sequential expansion. Fat grafted breasts demonstrated a statistically significant increased postexpansion-relaxation interval versus the nongrafted control group (P < 0.0001). Irradiated plus fat grafting breasts achieve similar postexpansion relaxation interval to the control group (P = 0.597). These changes are observed at postoperative week 6. Viscoelastic changes impact the overall expansion time: the fat grafted group achieved total expansion 2 weeks earlier than the nongrafted control group (P = 0.019). The fat grafted, radiated group completed expansion in similar time interval as nongrafted control group.

CONCLUSIONS: Observed viscoelastic changes impact the overall expansion time. Fat grafting in nonradiated mastectomy defects allows for shorter expansion period. Fat grating in radiated postmastectomy defects allows expansion durations equivalent to nonradiated, nonfat grafted control defects. There is a delayed effect of fat grafting observed at postoperative week 6.

PMID:35690939 | DOI:10.1097/SAP.0000000000003156

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The Impact of Preoperative Breast Volume on Development of Mastectomy Skin Flap Necrosis in Immediate Breast Reconstruction

Ann Plast Surg. 2022 Jun 1;88(5 Suppl 5):S403-S409. doi: 10.1097/SAP.0000000000003164.

ABSTRACT

BACKGROUND: Mastectomy skin flap necrosis (MSFN) can significantly impact outcome after immediate breast reconstruction. Several techniques exist to predict MSFN, but these may require additional testing and information, and they are often not available before surgery. We aim to identify whether breast volume, as calculated from preoperative mammography, can be used as a preoperative predictor of MSFN.

METHODS: A retrospective chart review from 2010 to 2020 resulted in 378 patients who underwent immediate implant-based breast reconstruction. Complete imaging data were available for 278 patients and 441 reconstructed breasts. Demographic, perioperative, and outcomes data were collected. Measurements from preoperative diagnostic mammograms were used to calculate breast volume. Univariate and multivariate analyses were used to evaluate the association of variables available preoperatively, including breast volume from mammogram and MSFN. Secondary analyses were performed for need for reoperation and loss of reconstruction.

RESULTS: On univariate analysis of MSFN development, demographic variables found to be significantly associated with MSFN included body mass index (P = 0.04), diabetes (P = 0.03), and breast volume calculated from routine mammography (P ≤ 0.0001). Average preoperative breast volume via mammography without and with MSFN was 970.6 mL (95% confidence interval [CI], 908.9-1032.3) and 1298.3 mL (95% CI, 1140.0-1456.5) (P < 0.0001), respectively. Statistically significant intraoperative variables for MSFN development included prolonged operative time (P = 0.005), greater initial tissue expander fill volumes (P ≤ 0.001), and prepectoral implant location (P = 0.02). Higher initial tissue expander fill volumes in implant-based reconstructions were associated with increased rates of MSFN, 264.1 mL (95% CI, 247.2-281.0) without MSFN and 349.9 mL (95% CI, 302.0-397.8) in the group with MSFN, respectively (P < 0.001). On multivariate analysis, preoperative imaging volume (P = 0.02) was found to be significant, whereas body mass index and diabetes lost significance (P = 0.40) in association with MSFN.

CONCLUSIONS: The results of this study establish an association between larger breast volume on preoperative imaging and development of MSFN. This may be useful as a tool for more appropriate patient selection and guidance in the setting of immediate breast reconstruction.

PMID:35690934 | DOI:10.1097/SAP.0000000000003164

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Nursing students’ professional image in the Covid-19 pandemic in Turkey: A cross-sectional study

Nurs Forum. 2022 Jun 11. doi: 10.1111/nuf.12765. Online ahead of print.

ABSTRACT

BACKGROUND: Nursing students’ professional perceptions are affected by the environment they live in. Nursing students think that the nursing profession is important during the pandemic.

PURPOSE: This descriptive, cross-sectional study was conducted to determine the nursing students’ professional image perceptions and the affecting factors during the Covid-19 pandemic in Turkey.

METHODS: The research population consisted of all nursing students (N = 750) of two universities in Turkey. The research data were collected using a personal information form and the Scale for the Image of Nursing Profession (SINP).

RESULTS: Of the students, 76.4% were not infected with Covid-19, 30.8% had an individual in their family infected with Covid-19; 34% had an immediate family member who died of Covid-19; 99.4% thought that the nursing profession is important during the Covid-19 pandemic. A statistically significant difference was found between the place where the students live and the SINP (p < .05).

CONCLUSION: The students’ image perceptions toward the nursing profession were found to be at a good level. This indicates that image perception toward nursing profession has increased during the pandemic. It can be said that the place where the students are in the pandemic process and their thoughts about the nursing profession affect their professional image perceptions.

PMID:35690908 | DOI:10.1111/nuf.12765

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Assessment of agreement between EXTEM and NATEM thromboelastometry measurement assays in critically ill neonates

Eur J Haematol. 2022 Jun 11. doi: 10.1111/ejh.13812. Online ahead of print.

ABSTRACT

OBJECTIVES: To investigate the agreement between the EXTEM and NATEM measurements.

METHODS: In this retrospective observational study, EXTEM and NATEM analysis were performed on blood samples from 162 ill neonates, providing 324 paired measurements. The agreement between EXTEM and NATEM measurements was evaluated by the non-parametric spearman’s rank correlation to assess the correlation between the paired measurements, by the Bland-Altman analysis for the graphical presentation of the agreement, and by the Deming regression model to assess the significance of the agreement. The agreement between the two methods for the detection of bleeding events was determined by kappa statistic.

RESULTS: Strong correlations were found between EXTEM and NATEM measurements for A10, MCF. The Bland-Altman plots showed good agreement for A10, MCF, LI60 and alpha angle parameters, while CT showed a nearly linear slope indicating that bias increased with the mean. The highest agreement for bleeding events was found for the A10 parameter (kappa=0.70, p<0.001), while the lowest for the CT parameter (kappa=0.36, p=0.94).

CONCLUSIONS: NATEM parameters that reflect clot firmness and fibrinolytic activity are strongly correlated with the corresponding EXTEM measurements with a good agreement between them, indicating that these two methods could be used interchangeably. This article is protected by copyright. All rights reserved.

PMID:35690886 | DOI:10.1111/ejh.13812

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PhenoDEF: a corpus for annotating sentences with information of phenotype definitions in biomedical literature

J Biomed Semantics. 2022 Jun 11;13(1):17. doi: 10.1186/s13326-022-00272-6.

ABSTRACT

BACKGROUND: Adverse events induced by drug-drug interactions are a major concern in the United States. Current research is moving toward using electronic health record (EHR) data, including for adverse drug events discovery. One of the first steps in EHR-based studies is to define a phenotype for establishing a cohort of patients. However, phenotype definitions are not readily available for all phenotypes. One of the first steps of developing automated text mining tools is building a corpus. Therefore, this study aimed to develop annotation guidelines and a gold standard corpus to facilitate building future automated approaches for mining phenotype definitions contained in the literature. Furthermore, our aim is to improve the understanding of how these published phenotype definitions are presented in the literature and how we annotate them for future text mining tasks.

RESULTS: Two annotators manually annotated the corpus on a sentence-level for the presence of evidence for phenotype definitions. Three major categories (inclusion, intermediate, and exclusion) with a total of ten dimensions were proposed characterizing major contextual patterns and cues for presenting phenotype definitions in published literature. The developed annotation guidelines were used to annotate the corpus that contained 3971 sentences: 1923 out of 3971 (48.4%) for the inclusion category, 1851 out of 3971 (46.6%) for the intermediate category, and 2273 out of 3971 (57.2%) for exclusion category. The highest number of annotated sentences was 1449 out of 3971 (36.5%) for the “Biomedical & Procedure” dimension. The lowest number of annotated sentences was 49 out of 3971 (1.2%) for “The use of NLP”. The overall percent inter-annotator agreement was 97.8%. Percent and Kappa statistics also showed high inter-annotator agreement across all dimensions.

CONCLUSIONS: The corpus and annotation guidelines can serve as a foundational informatics approach for annotating and mining phenotype definitions in literature, and can be used later for text mining applications.

PMID:35690873 | DOI:10.1186/s13326-022-00272-6