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Nevin Manimala Statistics

Predictors of low and high opioid tablet consumption after inguinal hernia repair: an ACHQC opioid reduction task force analysis

Hernia. 2022 Aug 29. doi: 10.1007/s10029-022-02661-3. Online ahead of print.

ABSTRACT

PURPOSE: Prescribing and consumption of opioids remain highly variable. Using a national hernia registry, we aimed to identify patient and surgery specific factors associated with low and high opioid tablet consumption after inguinal hernia repair.

METHODS: This was a retrospective cross-sectional study evaluating patients undergoing elective inguinal hernia repair with 30-day follow-up and patient-reported opioid consumption from March 2019 to March 2021 using the Abdominal Core Health Quality Collaborative. Clinically significant patient demographics, comorbidities, operative details, quality-of-life measurements, and surgeon prescribing data were entered into a multivariable logistic regression model to identify statistically significant predictors of patients who took no opioid tablets or >10 tablets.

RESULTS: A total of 1937 patients were analyzed. Operations included 59% laparoscopic or robotic, 35% open mesh, and 6% open non-mesh repairs. Of these patients, 50% reported taking zero, 42% took 1-10, and 8% took ≥10 opioid tablets at 30-day follow-up. Patients who were older (OR 1.55, 95% CI 1.34-1.79, p-value <0.001), ASA ≤ 2 (OR 1.56, 95% CI 1.2-2.01, p-value <0.001), had no preoperative opioid use at baseline (OR 2.29, 95% CI 1.31-4.03, p-value = 0.004), had local anesthetic with general anesthesia (OR 1.39, 95% CI 1.0.5-1.85, p-value = 0.022), or prescribed <7 opioid tablets (OR 2.27, 95% CI 1.96-2.62, p-value <0.001) were more likely to take no opioid tablets.

CONCLUSION: Older, healthier, opioid naïve patients with local anesthetic administered during elective inguinal hernia repair are most likely to not require opioids. Surgeon prescribing-arguably the most modifiable factor-independently correlates with both low and high opioid consumption.

PMID:36036822 | DOI:10.1007/s10029-022-02661-3

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Acute clavicle fixation after blunt chest trauma: effect on pulmonary outcomes and patient disposition

Eur J Orthop Surg Traumatol. 2022 Aug 29. doi: 10.1007/s00590-022-03368-y. Online ahead of print.

ABSTRACT

PURPOSE: Clavicle fractures are common in patients who sustain blunt chest trauma (BCT). Recently, surgical fixation of rib fractures in patients with BCT has been shown to improve pulmonary and clinical outcomes. Therefore, the purpose of this study is to assess the role of early clavicle fixation (ECF) versus non-operative (NO) treatment for midshaft clavicle fractures in this same population.

METHODS: A retrospective chart review was performed in patients with midshaft clavicle fractures and BCT at a Level I Trauma Center between 2007 and 2017. Patients with pre-existing pulmonary conditions and head injuries necessitating mechanical ventilation were excluded. Demographic data, injury mechanisms, and Thoracic Trauma Severity Scores (TTS) were analyzed. Inpatient pulmonary outcomes were assessed with serial vital capacity (VC) measurements, intubation, mechanical ventilation, and pulmonary complications data. In addition, intensive care unit (ICU) and hospital length of stay (LOS), mortality, discharge location, and incidence of postoperative complications in the ECF group were also measured.

RESULTS: Thirty-six patients underwent ECF, and 24 underwent NO treatment. The ECF cohort was statistically younger and had a greater incidence of clavicle fracture shortening than the NO group. There was no difference in pulmonary outcomes, ICU or hospital LOS, or mortality between groups. There were no complications associated with ECF. Patients who underwent ECF were more likely to discharge to home. There were no postoperative complications associated with ECF.

CONCLUSION: ECF of midshaft clavicle fractures does not improve pulmonary outcomes in patients with BCT. However, despite the lack of pulmonary benefit, there appears to be no added risk of harm. Therefore, ECF is a reasonable consideration in this patient population who otherwise meet clavicle fracture operative indications.

PMID:36036820 | DOI:10.1007/s00590-022-03368-y

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Nurses’ Awareness and Practices of Unintentional Perioperative Hypothermia Prevention, A Cross-Sectional Study

Ther Hypothermia Temp Manag. 2022 Aug 25. doi: 10.1089/ther.2022.0030. Online ahead of print.

ABSTRACT

Unintentional perioperative hypothermia can cause potentially life-threatening complications. The aim of this study was to determine the awareness and practices of nurses regarding unintentional perioperative hypothermia prevention. The study was conducted at a teaching hospital in Gambia with descriptive cross-sectional design. A total of 53 nurses voluntarily participated in this study. The questionnaire used in this study was developed based on the American periOperative Registered Nurses (AORN) and National Institute for Health and Care Excellence perioperative hypothermia guidelines. Descriptive statistics, Pearson correlation, Student t-test, and one-way ANOVA were used in the analysis of data. The result of the study showed that nurses had high level of awareness of unintentional perioperative hypothermia prevention; however, practice levels were found to be low. Based on the results of the study, development of policies, implementation of the unintentional perioperative hypothermia prevention guidelines, and continuous education to improve nurses’ knowledge and practices were recommended.

PMID:36036803 | DOI:10.1089/ther.2022.0030

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Nevin Manimala Statistics

Evaluation of Liver Stiffness Measurement Based Scores in Liver Transplant Recipients

Liver Transpl. 2022 Aug 29. doi: 10.1002/lt.26568. Online ahead of print.

ABSTRACT

Combining bio-clinical parameters with liver stiffness measurement (LSM) has improved the diagnostic performance of vibration controlled transient elastography (VCTE) for detection of advanced fibrosis in patients with chronic liver disease. However, this approach has not yet been tested in liver transplant (LT) recipients. Thus, the aim of the current study was to evaluate the diagnostic performance of combining LSM-based scores to LSM alone for detection of advanced fibrosis in LT recipients.

METHOD: Adult LT recipients with a liver biopsy, VCTE and clinical data necessary to construct LSM-based fibrosis models (FAST, Agile 3+ and Agile 4) were included (N=132). The diagnostic statistics advanced fibrosis [fibrosis stage 0-2 vs. 3-4] were determined using optimal cut-off using Youden index.

RESULTS: The area under the receiver operator curve (AUROC) [95% CI] for LSM was 0.94 [0.89, 0.99], FAST was 0.65 [0.50, 0.79], Agile 3+ was 0.90 [0.83, 0.97], and Agile 4 was 0.90 [0.83, 0.97]. No statistically significant differences were noted between the AUROC of LSM vs. LSM-based scores. The false positive rates for Agile 3+ and Agile 4 was 14.5% and 11.8% compared to 8.3% for LSM alone. The false positive rates in LSM-based scores were higher among patients with diabetes, higher AST levels and lower platelet counts.

CONCLUSION: The LSM based scores do not improve the diagnostic performance of LSM alone in LT recipients for detection of advanced fibrosis. This results from the impact of immunosuppression on bio-clinical profile and underscores the importance of developing LSM-based scores that are specific to LT patients.

PMID:36036790 | DOI:10.1002/lt.26568

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The diagnostic importance of multiple cytokines in adult hemophagocytic lymphohistiocytosis

J Clin Lab Anal. 2022 Aug 29:e24669. doi: 10.1002/jcla.24669. Online ahead of print.

ABSTRACT

BACKGROUND: Hemophagocytic lymphohistiocytosis (HLH) is a category of immunological illnesses that cause out-of-control T cells and macrophages to release life-threatening cytokines. The HLH-2004 diagnostic criteria are the gold standard for HLH diagnosis, but there is a need to investigate the usefulness of various cytokines for HLH diagnosis.

METHODS: Patients admitted to Beijing Friendship Hospital of Capital Medical University from January 2016 to December 2020 were included in this retrospective study, with 166 patients with confirmed HLH and 142 febrile patients requiring differential diagnosis completing the sum. Multiplex cytokine assays using multifactor liquid phase microarray technology-based multifactor liquid phase microarray technology were used to detect 33 cytokines. Twenty-eight cytokines detected using the Luminex analytical platform technology were ultimately included in the analysis.

RESULTS: Interleukin-1 receptor antagonist (IL-1 RA), IL-18, interferon-γ (IFN-γ), and interferon-induced protein 10 (IP-10) regulated upon activation normal T cell expressed and secreted (RANTES), eotaxin, growth-related oncogene α (GRO-α), and macrophage inflammatory protein-1 α (MIP-1α) were higher in the HLH group than in the non-HLH group, and the differences were statistically significant. Among them, the area under the curve (AUC) for IL-18 for HLH diagnosis was reported for the first time as 82.69%, with a sensitivity of 76.32% and a specificity of 79.61%; the AUC of IL-1 RA was 72.34%, with a sensitivity of 62.71% and a specificity of 75.97%; and the AUC of IP-10 was 71.73%, with a sensitivity of 60.14% and a specificity of 75.15%. Moreover, the AUC of the combined diagnostic tests for IL-1 RA, IL-18, IFN-γ, IP-10, and RANTES was 99.6%, with a sensitivity of 95.8% and a specificity of 98.6%.

CONCLUSION: Our study concluded that multiple cytokines are valid biological markers for the diagnosis of HLH. The findings of this study remain to be validated in an external dataset.

PMID:36036769 | DOI:10.1002/jcla.24669

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Gesture-speech integration is related to vocabulary skills in children with developmental language disorder, Williams syndrome and typical development

Int J Lang Commun Disord. 2022 Aug 29. doi: 10.1111/1460-6984.12780. Online ahead of print.

ABSTRACT

BACKGROUND: Individuals with developmental language disorder or Williams syndrome are reported to use more gestures than individuals with typical development. However, these two groups differ considerably in visuospatial and language skills, two skills that are hypothesized to shape gesture rate.

AIMS: We first examined whether children with both developmental language disorder and children Williams syndrome do indeed use more gestures. Our second aim was to disentangle the role of vocabulary and visuospatial skills in the use of supplementary gestures (i.e., containing unique information). To account for participant heterogeneity, analyses included both group comparisons and vocabulary and visuospatial skills at an individual level. As a third aim, the role of visuospatial skills was further examined in relation to gestures containing spatial content.

METHODS & PROCEDURES: In a cross-sectional group design, three participant groups watched and then retold a cartoon: children with typical development (n = 25), children with developmental language disorder (n = 25) and children/young people with Williams syndrome (n = 14). Their narrations were transcribed and hand gestures were coded based on gesture-speech integration (redundant, adds information to particular lexical items, gives information that is entirely absent from speech) and spatial content. Participants’ expressive vocabulary and visuospatial skills were measured.

OUTCOMES & RESULTS: Between-group comparisons showed that individuals with developmental language disorder or Williams syndrome did indeed use more gestures. Poisson loglinear modelling demonstrated that a relative higher use of supplementary gestures was determined by lower expressive vocabulary skills. Neither the group distinction nor visuospatial skills shaped the supplementary gesture rate nor spatial gesture rate.

CONCLUSIONS & IMPLICATIONS: Regardless of neurodevelopmental condition or typical development, a higher use of supplementary gestures was influenced by expressive vocabulary skills. Children with lower vocabulary skills spontaneously capitalized on the multimodality of communication to express constituents that were not present in their verbal speech. This finding is a promising starting point for future gesture intervention studies examining whether implicit modelling of gesture use can encourage gestures even more in these children and if this allows them to achieve higher linguistic complexity. On a methodological note, the observed intra-group skill variability demonstrates that group comparisons need to be complemented with correlational measures accounting for skills at an individual level.

WHAT THIS PAPER ADDS: What is already known on the subject Children with developmental language disorder and children with Williams syndrome are more inclined to use gestures than typically developing children. Research conducted in adults with typical development points towards the role of lexical and visuospatial skills in gesture use, but it is unclear how these skills shape gesture use in children with atypical development. What this paper adds to existing knowledge This study compares the rate of gestures that convey meaning that is not expressed in speech between the three aforementioned populations. Novel is the inclusion of the group distinction, individual lexical skills, and visuospatial skills in one encompassing statistical model. What are the potential or actual clinical implications of this work? The inclination to use gestures that replace speech is related to lexical skills. Visuospatial skills do not seem to play a role and should not be considered as a factor when thinking about gesture intervention. Understanding how gestures relate to specific skills is a first step to understanding how gesture interventions can bolster language production.

PMID:36036738 | DOI:10.1111/1460-6984.12780

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Prognostic Value of Hemogram-Derived Ratios in Patients with Crimean-Congo Hemorrhagic Fever

Vector Borne Zoonotic Dis. 2022 Aug 24. doi: 10.1089/vbz.2022.0007. Online ahead of print.

ABSTRACT

Background: Crimean-Congo hemorrhagic fever (CCHF) is an emerging infectious disease that has epidemic and pandemic potential and causes mortality. Predicting the outcome of the disease is important to guide the management of patients and prevent mortality. Materials and Methods: This study aimed to investigate hemogram parameters and hemogram-derived ratios for predicting mortality in 207 patients with CCHF (survivors = 177, nonsurvivors = 30). Results: Compared with the survivor group, the nonsurvivor group had higher neutrophils, neutrophil-to-lymphocyte ratio (NLR), derived NLR (d-NLR), and aspartate aminotransferase (AST), AST-to-lymphocyte ratio index (ALRI) on admission and third day of hospitalization. Higher white blood cells (WBCs), lower platelet-to-lymphocyte ratio on admission, and lower lymphocytes, and monocytes on the third day were found in the nonsurvivor group. Evaluating the change of admission and the third day of laboratory values, a downward trend in neutrophils, NLR, d-NLR, ALRI, and an upward trend in WBCs were found statistically significant in the survivor group. These dynamic changes were not found in the nonsurvivor group. AST (third day) and ALRI (third day) had the highest area under the curve (AUC) in the receiver operating characteristic analysis (0.939 and 0.934, respectively; p-value is <0.0001 for all). The NLR on the third day than on admission had a higher AUC, the optimal cutoff value was 1.44, which resulted in a sensitivity of 93.33 and a specificity of 40.34 (AUC: 0.790, p < 0.0001). The d-NLR on the third day had a higher AUC (with a sensitivity of 81.48 and a specificity of 67.43) than on admission (0.781 and 0.669, respectively). Conclusion: CCHF is a common vector-borne disease and mortality rates are high. This study revealed that NLR, d-NLR, and ALRI can be used as biomarkers to predict mortality. Patients who survived had better improvement in hemogram parameters and ratios. Therefore, patients who do not show this improvement should be followed more closely.

PMID:36036730 | DOI:10.1089/vbz.2022.0007

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Patient-Reported Outcomes in Keratoconus: A Save Sight Keratoconus Registry Study

Cornea. 2022 Aug 25. doi: 10.1097/ICO.0000000000003119. Online ahead of print.

ABSTRACT

PURPOSE: The aim of this study was to evaluate the quality-of-life (QoL) status in keratoconus severity subgroups using the Keratoconus Outcomes Research Questionnaire (KORQ) and to determine the relationship between the QoL scores and the standard clinical variables.

METHODS: A cross-sectional study was conducted using prospective, web-based Save Sight Keratoconus Registry data. Rasch analysis was conducted on the KORQ data using the Andrich Rating Scale Model. Comparative analysis included Welch t test and 1-way ANOVA. Associations between visual acuity, corneal curvature, and minimum corneal thickness with KORQ scores were evaluated with Pearson correlation and multiple regression adjusted for age and sex.

RESULTS: The KORQ was completed by 542 patients with keratoconus (male, 67.7%; mean age, 31.6 years). Keratoconus severity, based on Kmax, was mild [<48 diopter (D)], moderate (48-55 D), and severe (>55 D) in 26.3%, 45.0%, and 28.7% of patients, respectively. Activity limitation (AL) and symptoms (SY) scales of the KORQ had robust psychometric properties including well-functioning response categories, unidimensionality, excellent measurement precision, and satisfactory fit statistics. In a group-wise analysis, the female patients had significantly lower AL and SY scores. Similarly, the severe keratoconus group had the worst AL and SY scores. Contact lens wearers had worse KORQ scores than the spectacles wearers. Overall, statistically significant but weak correlations between KORQ scores and visual acuity and corneal curvature (Kmax and K2) (Pearson r, 0.11-0.35) were observed. The correlations for SY were weaker than for AL scores.

CONCLUSIONS: Female sex, contact lens wear, reduced visual acuity, and higher disease severity were associated with worse AL and SY scores in keratoconus. Although the correlations between clinical and QoL scores were statistically significant, the low magnitudes suggested a complex relationship between clinical parameters and patient-reported outcomes.

PMID:36036705 | DOI:10.1097/ICO.0000000000003119

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Antiamoebic Susceptibility in Acanthamoeba Keratitis: Comparison of Isolates From South India and Northern California

Cornea. 2022 Aug 25. doi: 10.1097/ICO.0000000000003060. Online ahead of print.

ABSTRACT

PURPOSE: Outcomes of Acanthamoeba keratitis are often worse in India than in the United States. The goal of this study was to determine whether antiamoebic susceptibility patterns were different when comparing Acanthamoeba isolates from India with those of the United States.

METHODS: Acanthamoeba isolates were obtained from corneal scrapings of 43 patients with infectious keratitis seen at the Francis I. Proctor Foundation (N = 23) and Aravind Eye Hospital (N = 20) from 2008 through 2012 and plated on growth media. A previously described minimum cysticidal concentration (MCC) assay was performed by a single laboratory technician to assess susceptibility to 5 antiamoebic agents for all isolates. Testing was conducted in triplicate, with the median MCC chosen for analyses.

RESULTS: The MCC (μg/mL) of polyhexamethylene biguanide was 6.25 [IQR 5.47-12.5] for Aravind isolates and 6.25 [IQR 6.25-9.375] for Proctor isolates (P = 0.75), corresponding values were 6.25 [IQR 3.125-6.25] and 3.125 [IQR 3.125-9.375] for chlorhexidine (P = 0.81), 2500 [IQR 2500-5000] and 5000 [IQR 1250-20,000] for voriconazole (P = 0.25), 15.6 [IQR 15.6-39.0625] and 15.6 [IQR 15.6-31.25] for hexamidine (P = 0.92), and 15.6 [IQR 7.81-15.6] and 15.6 [IQR 7.81-31.25] for propamidine (P = 0.42).

CONCLUSIONS: This study found no statistically significant differences in antiamoebic susceptibility of Indian versus US samples from Acanthamoeba keratitis clinical isolates. These findings suggest that differences in antiamoebic susceptibility are likely not responsible for differential outcomes in Acanthamoeba keratitis between the 2 locations.

PMID:36036669 | DOI:10.1097/ICO.0000000000003060

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Digital health understanding and preparedness of medical students: a cross-sectional study

Med Educ Online. 2022 Dec;27(1):2114851. doi: 10.1080/10872981.2022.2114851.

ABSTRACT

Digitalisation is changing all areas of our daily life. This changing environment requires new competences from physicians in all specialities. This study systematically surveyed the knowledge, attitude, and interests of medical students. These results will help further develop the medical curriculum, as well as increase our understanding of future physicians by other healthcare market players. A web-based survey consisting of four sections was developed: Section one queried demographic data, section two assessed the current digital health knowledge of medical students, section three queried their attitudes about the future impact of digital health in medicine and section four assessed the recommendations medical students have for the medical curriculum in terms of digital health. This survey was distributed to all (11,978) student at all public Austrian medical schools. A total of 8.4% of the medical student population started the survey. At the knowledge self-assessment section, the medical students reached mean of 11.74 points (SD 4.42) out of a possible maximum of 32 (female mean 10.66/ SD 3.87, male mean 13.34/SD 4.50). The attitude section showed that students see digitalisation as a threat, especially with respect to the patient-physician relationship. The curriculum recommendation section showed a high interest for topics related to AI, a per study year increasing interest in impact of digital health in communication, as well as a decreasing interest in robotic related topics. The attitude towards digital health can be described as sceptical. To ensure that future physicians keep pace with this development and fulfil their responsibility towards the society, medical schools need to be more proactive to foster the understanding of medical students that digital health will persistently alter the medical practice.

PMID:36036219 | DOI:10.1080/10872981.2022.2114851