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Nevin Manimala Statistics

Preventing Acute Kidney Injury and Hypotension After Elective Total Joint Arthroplasty Is Possible: An Update to an Established Multidisciplinary Protocol

J Am Acad Orthop Surg. 2021 May 31. doi: 10.5435/JAAOS-D-20-01352. Online ahead of print.

ABSTRACT

INTRODUCTION: Based on preoperative and perioperative risk factors that have been found to correlate with the development of acute kidney injury (AKI), our institution developed a protocol aimed at managing and improving outcomes in all elective THA and TKA patients. This article highlights the continued success and growth of our protocol aimed at decreasing AKI and hypotension in elective total joint arthroplasty patients.

METHOD: A multidisciplinary team comprising orthopaedic surgeons, nephrologists, anesthesiologists, cardiologists, and internal medicine hospitalists created a comprehensive protocol aimed at decreasing complications after elective joint arthroplasty and improving clinical outcomes across multiple hospitals. Patient demographics, hospital length of stay, readmission rates, mortality, and postoperative AKI and hypotension incidences were recorded and compared between preprotocol phase I (initial protocol implementation) and phase II (protocol expansion across 10 hospitals) patient cohorts.

RESULTS: Overall, 3,222 patients over 56 months and 10 hospitals were included. Our phase II AKI rate (0.6%) was significantly lower than our preprotocol rate (6.2%, P < 0.01) and statistically similar to our phase I rate (1.2%, P = 0.61). Our hypotension rate in phase II (6.8%) was significantly lower than our preprotocol rate (12.7%, P < 0.01) but statistically similar to our phase I rate (5.9%, P = 0.40). Furthermore, a significant decrease was observed in hospital length of stay (P < 0.01) over time, but no difference was observed in readmission (P = 0.59) and mortality rates (P = 1.00) over time.

DISCUSSION: This protocol-driven interventional study provides a detailed and successful multidisciplinary method to manage and decrease rates of AKI and hypotension in a large patient cohort across multiple hospital centers.

PMID:34061804 | DOI:10.5435/JAAOS-D-20-01352

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QuantiFERON-TB and tuberculin skin test in patients with active tuberculosis: the experience of a single medium-sized Italian University Hospital

Infez Med. 2021 Jun 1;29(2):229-235.

ABSTRACT

Interferon-γ releasing assays (IGRAs) are currently widely employed in the initial work up of Mycobacterium tuberculosis infection, as well as in suspected tuberculosis (TB). These assays are commonly utilized over the Tuberculin Skin Test (TST) in high resource and low TB burden settings, despite the unclear benefits shown in such contexts. The debate on the use of TST and IGRAs is of current interest also in Italy due to the increasing presence of immigrants from countries with a high incidence of TB and the rising attention of health care institutions to economic costs. The aim of this study was to compare QuantiFERON-TB (QFT) and TST results in active TB. We evaluated QFT results and TST reactions from 245 consecutive patients having both tests, registered among 411 patients admitted for TB at the Infectious Disease Clinic, Department of Medicine of the University of Perugia (Italy). We compared the rates of positive QFT and TST tests and noted no statistically significant differences overall or in relation to age, gender, HIV status and TB localization. Among foreign-born patients with confirmed TB, we observed a lower rate of positive TST results. The results of our study indicated that both QFT and TST can be used in the work up of TB having special attention when evaluating foreign-born patients.

PMID:34061788

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Immunopathogenesis and immunobiology of SARS-CoV-2

Infez Med. 2021 Jun 1;29(2):167-180.

ABSTRACT

Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome virus 2 (SARS-CoV-2), in a very short span of thirteen months has taken a considerable toll on humanity, resulting in over 3 million deaths with more than 150 million confirmed cases as on May 1, 2021. In the scarcity of a potential antiviral and protective vaccine, COVID-19 has posed high public health concerns, panic, and challenges to limit the spread of this pandemic virus. Only recently have a few vaccine candidates been developed, and vaccination programs have started in some countries. Multiple clinical presentations of COVID-19, animal spillover, cross-species jumping, zoonotic concerns, and emergence of virus variants have altogether created havoc during this ongoing pandemic. Several bodies of research are continuously working to elucidate the exact molecular mechanisms of the pathogenesis. To develop a prospective antiviral therapy/vaccine for SARSCoV-2, it is quite essential to gain insight into the immunobiology and molecular virology of SARS-CoV-2. A thorough literature search was conducted up to 28th February 2021 in the PubMed and other databases for the articles describing the immunopathology and immune response of SARS-CoV-2 infection, which were critically evaluated and used to compile this article to present an overall update. Some of the information was drawn from studies on previous MERS and SARS viruses. Innate as well as adaptive immunity responses are elicited by exposure to SARS-CoV-2. SARS-CoV-2 establishes a successful infection by escaping the host immunity as well as over activating the innate immune mechanisms that result in severe disease outcomes, including cytokine storm. This review summarizes the immunopathology and molecular immune mechanisms elicited during SARS-CoV-2 infection, and their similarities with MERS-CoV and SARS-CoV.

PMID:34061781

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Pre-exposure prophylaxis (PrEP) information on Instagram: A content analytic study

JMIR Public Health Surveill. 2021 May 29. doi: 10.2196/23876. Online ahead of print.

ABSTRACT

BACKGROUND: Background: There is still an HIV epidemic in the U.S., which is a substantial issue for priority populations bearing a disproportionate burden of HIV infection. Daily oral pre-exposure prophylaxis (PrEP) has been shown to be safe and effective in reducing sexual HIV acquisition risk. However, studies document that PrEP awareness/usage is low. There is also a limited understanding of social media, such as Instagram, as a PrEP information source.

OBJECTIVE: Given the paucity of research on PrEP-related Instagram posts and popularity of the social media platform, the purpose of this research is to describe the source characteristics, image type, and textual content of PrEP-related posts on Instagram.

METHODS: Using Crowdtangle Search, a public insights tool owned/operated by Facebook, we retrieved publicly accessible and English-language-only Instagram posts for the 12-month period preceding April 22, 2020, using the terms: Truvada or “pre-exposure prophylaxis” or #truvada or #truvadaprep or #truvadawhore or #truvadaforprep. We employed a qualitative coding methodology to manually extract information from posts. Using a pre-tested codebook, we performed a content analysis on N=250 posts, examining message and source characteristics (i.e., organization type [e.g., government, news], individual type [e.g., doctor]), including specific information about PrEP (e.g., how it works, its cost) and indicated users. Frequencies and percentages were calculated for all categorical variables. A chi-square analysis was conducted to determine differences between source types on a variety of message characteristics.

RESULTS: Three-quarters of posts (n=193, 77.2%) were posted by organizations. Of the 250 posts reviewed, about two-thirds (n=174, 69.6%) included a photograph, more than half (n=142, 56.8%) included an infographic, and one in 10 (n=30, 12%) included a video. More than half defined PrEP (n=137, 54.8%), but fewer posts promoted PrEP use, explained how PrEP works, and included information on effectiveness or who can use PrEP. The most commonly hashtagged population among posts was men who have sex with men, but not necessarily bisexual men. Few posts contained race/ethnicity-related hashtags (n=11, 4.4%). Fewer posts contained transgender-associated tags (e.g., #transgirl; n=5, 2.0%). No posts contained tags related to heterosexuals or injection drug users. We found statistical differences between source types (i.e., individual versus organization). Specifically, posts from organizations more frequently contained information about who can use PrEP, whereas posts from individuals more frequently contained information describing side effects.

CONCLUSIONS: This study is among the first to review Instagram for content related to PrEP, and it answers the National AIDS Strategy’s call to more clearly articulate the science surrounding HIV risk/prevention through a better understanding of the current public information environment. This study offers a snapshot of how PrEP is being discussed (and by whom) on one of the most popular social media platforms and provides a foundation for developing and implementing PrEP promotion interventions on Instagram.

PMID:34061759 | DOI:10.2196/23876

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Relationship between natural or iatrogenic malocclusions and temporomandibular disorders: A case control study

Cranio. 2021 Jun 1:1-9. doi: 10.1080/08869634.2021.1933307. Online ahead of print.

ABSTRACT

OBJECTIVE: To investigate the link between malocclusions and temporomandibular disorders (TMD) with a focus on iatrogenic malocclusion. Other etiologies of TMD (oral parafunctions) were also assessed.

METHODS: The prevalence of malocclusions was correlated in two groups: patients with TMD (case group) and patients without TMD (control group). Malocclusions involving dental care were specified. Parafunctions in the case group were assessed.

RESULTS: A statistically significant association between TMD and overbite >4 mm, interferences in laterotrusion, and absence of Angle Class I was shown. A potential deleterious effect of iatrogenic malocclusions was highlighted.

CONCLUSION: The multifactorial etiology of TMD was confirmed because an association between TMD and three malocclusions was found, and all case patients had parafunction(s). Current recommendations advising first a reversible treatment, TMD care should start with a behavioral re-education to remove parafunctions. However, it is essential to avoid creating iatrogenic malocclusion during dental care.

PMID:34061714 | DOI:10.1080/08869634.2021.1933307

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Disseminating Evidence on Abortion Facilities to Health Departments: A Randomized Study of E-mail Strategies

Health Commun. 2021 Jun 1:1-10. doi: 10.1080/10410236.2021.1932109. Online ahead of print.

ABSTRACT

Given the politicization of abortion, professionals working in U.S. health departments (HDs) may not be receptive to communications about abortion, despite often regulating abortion facilities. This paper reports results of a randomized, prospective, observational study to test the effects of e-mail language when disseminating evidence on abortion to HD professionals. Our sample was 302 HD employees who oversee healthcare facilities inspection/regulation in all 50 U.S. state HDs, clustered by HD and randomized into two study groups. In November-December 2019, we sent biweekly e-mails containing links to a website summarizing evidence on abortion facility regulation. E-mails/headers sent to one group emphasized public health values and did not include the word abortion; e-mails/headers to the other group used the word abortion. Primary outcome measures were e-mail open rates and click-through rates. Among 221 participants to whom e-mails were deliverable, the overall open rate was 36%. Open rate was 25% for PH values and 46% for abortion groups (p < .05). Effects were moderated by state abortion policy environment: in both supportive and restrictive environments, participants in the abortion messaging group were statistically more likely to open e-mails than those in the PH values group. There was no difference between groups in states with middle-ground abortion policy environments. Among participants opening at least one e-mail, 19% clicked through to the website, with no significant difference by group. This study demonstrates that repeated targeted e-mail campaigns can reach HD professionals with research summaries. Concerns that communications to HDs should avoid the word abortion are unsupported.

PMID:34061693 | DOI:10.1080/10410236.2021.1932109

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Structural Parameter Standard Error Estimation Method in Diagnostic Classification Models: Estimation and Application

Multivariate Behav Res. 2021 Jun 1:1-20. doi: 10.1080/00273171.2021.1919048. Online ahead of print.

ABSTRACT

The information matrix or its inverse variance-covariance matrix for the maximum likelihood estimates of model parameters in diagnostic classification models plays a key role in statistical inference. Although both the item and structural parameters should be contained in the calculation of the information matrix simultaneously, previous studies have mainly focused on performance of the item parameter standard error (SE), no study has investigated the structural parameter SE estimation methods systematically. In this study, we propose a class of structural parameter SE estimation methods based on the empirical cross-product matrix, the observed information matrix, and the sandwich-type covariance matrix. A simulation study was conducted under different attribute hierarchy structures, the findings suggest that the proposed methods are useful for empirical researchers and practitioners in evaluating the variability of structural parameter estimators. We illustrate the application of the structural parameter SE estimation methods for exploring the presence of an attribute hierarchy using real data.

PMID:34061682 | DOI:10.1080/00273171.2021.1919048

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Cannabis Varieties Can Be Distinguished by Achene Shape Using Geometric Morphometrics

Cannabis Cannabinoid Res. 2021 May 31. doi: 10.1089/can.2020.0172. Online ahead of print.

ABSTRACT

Introduction: Cannabis plant uses are widespread across human cultures. The current tendency is to classify Cannabis varieties into chemovars upon their chemical fingerprint, mainly cannabinoids and terpenoids content. The identification of chemovars has important medical implications; however, their pharmacological characterization is costly and time consuming. The goal of this study was to assess whether achene shape variation could be related to Cannabis varieties with contrasting cannabinoid concentrations, as a first approach to chemovar identification. Methods: We used two-dimensional geometric morphometrics (GM) of the achenes and multivariate statistical analysis. We used achenes from five varieties, two from Type II chemotype (expressing both tetrahydrocannabinol [THC] and cannabidiol [CBD]), two Type I (THC-only), and one Type III (CBD-only). Results: The achenes from the different chemotypes were clearly distinguishable. No significant differences between varieties from the same chemotype were observed. The varieties with high THC concentration (Type I) were rounded and bigger, whereas achene from varieties containing only CBD (Type III) had a slender shape with smaller size. Conclusion: Achene shape variation is a potential biomarker of cannabinoid content in the plant flowers. Further studies are needed to confirm the suitability of GM methods for high-throughput screening of Cannabis cultivars, including larger diversity of varieties, and taking into account growth conditions, which can also influence plant chemical fingerprint.

PMID:34061660 | DOI:10.1089/can.2020.0172

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Moving Beyond 3+3: The Future of Clinical Trial Design

Am Soc Clin Oncol Educ Book. 2021 Jun;41:e133-e144. doi: 10.1200/EDBK_319783.

ABSTRACT

Misgivings have been raised about the operating characteristics of the canonical 3+3 dose-escalation phase I clinical trial design. Yet, the traditional 3+3 design is still the most commonly used. Although it has been implied that adhering to this design is due to a stubborn reluctance to adopt change despite other designs performing better in hypothetical computer-generated simulation models, the continued adherence to 3+3 dose-escalation phase I strategies is more likely because these designs perform the best in the real world, pinpointing the correct dose and important side effects with an acceptable degree of precision. Beyond statistical simulations, there are little data to refute the supposed shortcomings ascribed to the 3+3 method. Even so, to address the unique nuances of gene- and immune-targeted compounds, a variety of inventive phase 1 trial designs have been suggested. Strategies for developing these therapies have launched first-in-human studies devised to acquire a breadth of patient data that far exceed the size of a typical phase I design and blur the distinction between dose selection and efficacy evaluation. Recent phase I trials of promising cancer therapies assessed objective tumor response and durability at various doses and schedules as well as incorporated multiple expansion cohorts spanning a variety of histology or biomarker-defined tumor subtypes, sometimes resulting in U.S. Food and Drug Administration approval after phase I. This article reviews recent innovations in phase I design from the perspective of multiple stakeholders and provides recommendations for future trials.

PMID:34061563 | DOI:10.1200/EDBK_319783

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Serum levels of ARMS2, COL8A1, RAD51B, and VEGF and their correlations in Age-Related Macular Degeneration

Curr Neurovasc Res. 2021 May 31. doi: 10.2174/1567202618666210531130711. Online ahead of print.

ABSTRACT

BACKGROUND: Many factors including genetic and environmental are responsible for the incidence of age-related macular degeneration (AMD). However, its pathogenesis has not been clearly elucidated yet.

OBJECTIVE: This study aimed to estimate the Age-Related Maculopathy Susceptibility 2 (ARMS2), Collagen type VIII Alpha 1 chain (COL8A1), Rad 51 paralog(RAD51B), and Vascular Endothelial Growth Factor (VEGF) protein levels in serum of AMD and control participants and to further investigate their correlation to understand AMD pathogenesis.

METHODS: For this cross-sectional study, 31 healthy control and 57 AMD patients were recruited from Advanced Eye Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India. A blood sample was taken and serum was isolated from it. ELISA(enzyme-linked immunosorbent assay)was used for the estimation of proteins in the serum of patients.

RESULTS: ARMS2 and COL8A1 levels were significantly elevated in the AMD group than in the control group. The highest levels of ARMS2, COL8A1, and VEGF proteins were recorded for the wet AMD sub-group. The study results endorsed significant positive correlation between these following molecules; ARMS2 and COL8A1 (r=0.933, p<0.0001), ARMS2 and RAD51B (r=0.704, p<0.0001), ARMS2 and VEGF (r=0.925, p<0.0001), COL8A1 and RAD51B (r=0.736, p<0.0001), COL8A1 and VEGF (r=0.879, p<0.0001),and RAD51B and VEGF (r=0.691, p<0.0001).

CONCLUSION: The ARMS2 and COL8A1 levels were significantly higher and RAD51B was significantly lower in the AMD group than controls. Also, a significant statistical correlation was detected between these molecules, indicating that their interaction may be involved in the pathogenesis of AMD.

PMID:34060991 | DOI:10.2174/1567202618666210531130711