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Nevin Manimala Statistics

Laparoscopic versus open liver resection for intrahepatic cholangiocarcinoma: a multicenter propensity score-matched study

Scand J Gastroenterol. 2022 Nov 14:1-8. doi: 10.1080/00365521.2022.2143724. Online ahead of print.

ABSTRACT

BACKGROUND: The role of laparoscopy in the treatment of intrahepatic cholangiocarcinoma (ICC) remains unclear. This multicenter study examined the outcomes of laparoscopic liver resection for ICC.

METHODS: Patients with ICC who had undergone laparoscopic or open liver resection between 2012 and 2019 at four European expert centers were included in the study. Laparoscopic and open approaches were compared in terms of surgical and oncological outcomes. Propensity score matching was used for minimizing treatment selection bias and adjusting for confounders (age, ASA grade, tumor size, location, number of tumors and underlying liver disease).

RESULTS: Of 136 patients, 50 (36.7%) underwent laparoscopic resection, whereas 86 (63.3%) had open surgery. Median tumor size was larger (73.6 vs 55.1 mm, p = 0.01) and the incidence of bi-lobar tumors was higher (36.6 vs 6%, p < 0.01) in patients undergoing open surgery. After propensity score matching baseline characteristics were comparable although open surgery was associated with a larger fraction of major liver resections (74 vs 38%, p < 0.01), lymphadenectomy (60 vs 20%, p < 0.01) and longer operative time (294 vs 209 min, p < 0.01). Tumor characteristics were similar. Laparoscopic resection resulted in less complications (30 vs 52%, p = 0.025), fewer reoperations (4 vs 16%, p = 0.046) and shorter hospital stay (5 vs 8 days, p < 0.01). No differences were found in terms of recurrence, recurrence-free and overall survival.

CONCLUSION: Laparoscopic resection seems to be associated with improved short-term and with similar long-term outcomes compared with open surgery in patients with ICC. However, possible selection criteria for laparoscopic surgery are yet to be defined.

PMID:36373379 | DOI:10.1080/00365521.2022.2143724

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Nevin Manimala Statistics

Analgesic effect of ketorolac added to lidocaine in surgery of traumatic arm injuries: A double-blind, randomized clinical trial

Eur J Transl Myol. 2022 Nov 8. doi: 10.4081/ejtm.2022.10836. Online ahead of print.

ABSTRACT

Acute pain after surgery can cause harmful effects. There are many ways to treat pain after surgery. Bier block technique is also a type of intravenous regional anesthesia that is suitable for short and minor surgeries of the arm, wrist, and fingers, so this study aims to compare the analgesic effect of Ketorolac in intravenous injection and when the lidocaine is added to Bier block. In surgery, traumatic injuries to the upper limbs. This study was a clinical trial, randomized and double-blind. The target population was candidates for upper limb orthopedic surgery. The patients selected based on the entry and exit criteria were randomly assigned to one of the 3 study groups. The intensity of pain, the amount of morphine consumed through the intravenous PCA pump, the incidence of side effects of morphine and ketorolac, as well as the overall patient satisfaction regarding the anesthesia method and pain control were compared between the groups. Data analysis, both descriptive and analytical, was done using SPSS statistical software version 21. The three studied groups were identical and had no differences in terms of quantitative and qualitative demographic variables. The median tourniquet closing time is different between the control group and the intravenous ketorolac and topical ketorolac groups with P=0.002 and P=0.001, respectively. There was no significant difference between the three groups in terms of the time of the first request to receive painkillers after deflating the tourniquet, but the amount of morphine received between the groups was significantly different (P=0.02). Comparison of pain intensity based on NRS, considering Taking the measurement repetition times indicated the significance of the effect of pain intensity between the groups (P=0.001). In terms of overall satisfaction with the quality of analgesia and anesthesia method, no significant difference was observed between the three study groups. In terms of the occurrence of complications related to the use of ketorolac, no complications were observed in any of the groups receiving this drug. In general, by conducting this study, it can be said that the administration of Ketorolac reduces the intensity of postoperative pain in the recovery room and transfer to the inpatient ward, and reduces the amount of morphine received by patients, but the time of the first request for pain relief by the patient It does not significantly delay and does not affect the overall satisfaction of patients with the quality of analgesia during and after the operation and their satisfaction with the anesthesia method they received.

PMID:36373375 | DOI:10.4081/ejtm.2022.10836

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Nevin Manimala Statistics

Dyadic Discrete Choice Experiments Enable Persons with Dementia and Informal Caregivers to Participate in Health Care Decision Making: A Mixed Methods Study

J Alzheimers Dis. 2022 Nov 8. doi: 10.3233/JAD-220604. Online ahead of print.

ABSTRACT

BACKGROUND: Discrete choice experiments (DCEs) may facilitate persons with dementia and informal caregivers to state care preferences. DCEs can be cognitively challenging for persons with dementia.

OBJECTIVE: This study aims to design a dementia friendly dyadic DCE that enables persons with dementia and informal caregivers to provide input individually and jointly, by testing the number of attributes and choice tasks persons with dementia can complete and providing insight in their DCE decision-making process.

METHODS: This study included three DCE rounds: 1) persons with dementia, 2) informal caregivers, and 3) persons with dementia and informal caregivers together. A flexible DCE design was employed, with increasing choice task complexity to explore cognitive limitations in decision-making. Summary statistics and bivariate comparisons were calculated. A qualitative think-aloud approach was used to gain insight in the DCE decision-making processes. Transcripts were analyzed using thematic analysis.

RESULTS: Fifteen person with dementia, 15 informal caregiver, and 14 dyadic DCEs were conducted. In the individual DCE, persons with dementia completed six choice tasks (median), and 80% could complete a choice task with least three attributes. In the dyadic DCE persons with dementia completed eight choice tasks (median) and could handle slightly more attributes. Qualitative results included themes of core components in DCE decision-making such as: understanding the choice task, attribute and level perception, option attractiveness evaluation, decision rule selection, and preference adaptation.

CONCLUSION: Persons with dementia can use simple DCE designs. The dyadic DCE was promising for dyads to identify overlapping and discrepant care preferences while reaching consensus.

PMID:36373319 | DOI:10.3233/JAD-220604

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Audit of clinical and laboratory parameters of hemoglobin SS patients in a Nigerian teaching hospital

Ann Med. 2022 Dec;54(1):2921-2928. doi: 10.1080/07853890.2022.2129090.

ABSTRACT

BACKGROUND: The burden of Sickle cell anaemia (SCA) is huge in Sub Sahara Africa as it affects 1-2% of the population. HbSS impacts negatively on the quality of life of the sufferers. The clinical manifestations start between 3 and 5 months of life as a result of reduction in foetal hemoglobin.

OBJECTIVES: This study describes the clinical and laboratory characteristics of HbSS patients at presentation in steady state, vaso-occlusive and hemolytic crises states.

MATERIAL AND METHOD: This was a cross sectional, analytical study. Ninety HbSS participants were divided into three groups; steady state, hemolytic and vaso-occlusive crises with 30 individuals in each group. The survey contained sections on bio-data and past medical history obtained from the patients’ notes and results of laboratory tests. Data were analysed using SPSS version 23.0. Results were considered statistically significant if p < 0.05.

RESULTS: Ninety participants were analysed in this study. The mean age of the participants was 29.4 ± 8.9 years. Only one-third of the participants were diagnosed within the first year of age. Forty-seven (52.2%) participants have steady state haematocrit in the range of 21-25%. All the participants experienced bone pain in a year, about 25% of these participants had more than three episodes of pain per year. There was a statistically significant difference in the mean values of PCV (p < .001), WBC (p < .001), platelet (p = .008), ANC (p < .001), ALC (p < .001), AMC (p < .001), reticulocyte count and ISC % among the different categories.

CONCLUSION: This study established the fact that only a minority of the SCD patients are diagnosed in the first year of life and vaso-occlusive crisis is the most frequent reason for hospital presentation. We therefore recommend the institutionalisation by government policy, neonatal screening programme in Nigeria.KEY MESSAGESThe study highlight delay in early diagnosis of SCA due to unavailability of neonatal diagnosis program in our setting.Bone pain remains the major cause of presentation for SCA and most patients presented after a day of onset of pain to the hospital.

PMID:36371797 | DOI:10.1080/07853890.2022.2129090

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Nevin Manimala Statistics

Could platelet indices have diagnostic properties in children with COVID-19?

J Clin Lab Anal. 2022 Nov 13:e24749. doi: 10.1002/jcla.24749. Online ahead of print.

ABSTRACT

INTRODUCTION: Viral infections are often accompanied by reactive thrombocytosis, that is, increased activity of platelets, which is especially common in infants and children.

OBJECTIVE: This study aimed to test the diagnostic properties of platelet indices, plateletcrit (PCT), mean platelet volume (MPV) and platelet distribution width (PDW), in children with beta corona virus 2 (SARS-CoV-2) infection.

METHODS: The study included 232 patients below the age of 18 admitted to the coronavirus disease (COVID-19) isolation wards at the Institute for Child and Youth Health Care of Vojvodina. PCT, MPV and PDW values on the day of admission were recorded. In total, 245 controls were selected from those treated for SARS-CoV-2 negative respiratory infections. Descriptive and inferential statistical analyses were performed.

RESULTS: MPV and PDW were found important as independent predictors for COVID-19 in children. Furthermore, the joint effect of MPV and PDW for predicting COVID-19 was confirmed. The parameters showed better sensitivity than specificity.

CONCLUSION: Our study showed that PCT is not clinically significant, while MPV and PDW have diagnostic value in predicting COVID-19 in children. In perspective, these parameters could be implemented in the various learning algorithms in order to achieve earlier diagnosis and treatment.

PMID:36371787 | DOI:10.1002/jcla.24749

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Nevin Manimala Statistics

The metabolomics of a protein kinase C delta (PKCδ) knock-out mouse model

Metabolomics. 2022 Nov 13;18(11):92. doi: 10.1007/s11306-022-01949-w.

ABSTRACT

INTRODUCTION: PKCδ is ubiquitously expressed in mammalian cells and its dysregulation plays a key role in the onset of several incurable diseases and metabolic disorders. However, much remains unknown about the metabolic pathways and disturbances induced by PKC deficiency, as well as the metabolic mechanisms involved.

OBJECTIVES: This study aims to use metabolomics to further characterize the function of PKC from a metabolomics standpoint, by comparing the full serum metabolic profiles of PKC deficient mice to those of wild-type mice.

METHODS: The serum metabolomes of PKCδ knock-out mice were compared to that of a wild-type strain using a GCxGC-TOFMS metabolomics research approach and various univariate and multivariate statistical analyses.

RESULTS: Thirty-seven serum metabolite markers best describing the difference between PKCδ knock-out and wild-type mice were identified based on a PCA power value > 0.9, a t-test p-value < 0.05, or an effect size > 1. XERp prediction was also done to accurately select the metabolite markers within the 2 sample groups. Of the metabolite markers identified, 78.4% (29/37) were elevated and 48.65% of these markers were fatty acids (18/37). It is clear that a total loss of PKCδ functionality results in an inhibition of glycolysis, the TCA cycle, and steroid synthesis, accompanied by upregulation of the pentose phosphate pathway, fatty acids oxidation, cholesterol transport/storage, single carbon and sulphur-containing amino acid synthesis, branched-chain amino acids (BCAA), ketogenesis, and an increased cell signalling via N-acetylglucosamine.

CONCLUSION: The charaterization of the dysregulated serum metabolites in this study, may represent an additional tool for the early detection and screening of PKCδ-deficiencies or abnormalities.

PMID:36371785 | DOI:10.1007/s11306-022-01949-w

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Nevin Manimala Statistics

Differences in functional connectivity distribution after transcranial direct-current stimulation: A connectivity density point of view

Hum Brain Mapp. 2022 Nov 13. doi: 10.1002/hbm.26112. Online ahead of print.

ABSTRACT

In this manuscript, we consider the problem of relating functional connectivity measurements viewed as statistical distributions to outcomes. We demonstrate the utility of using the distribution of connectivity on a study of resting-state functional magnetic resonance imaging association with an intervention. The method uses the estimated density of connectivity between nodes of interest as a functional covariate. Moreover, we demonstrate the utility of the procedure in an instance where connectivity is naturally considered an outcome by reversing the predictor/response relationship using case/control methodology. The method utilizes the density quantile, the density evaluated at empirical quantiles, instead of the empirical density directly. This improved the performance of the method by highlighting tail behavior, though we emphasize that by being flexible and non-parametric, the technique can detect effects related to the central portion of the density. To demonstrate the method in an application, we consider 47 primary progressive aphasia patients with various levels of language abilities. These patients were randomly assigned to two treatment arms, transcranial direct-current stimulation and language therapy versus sham (language therapy only), in a clinical trial. We use the method to analyze the effect of direct stimulation on functional connectivity. As such, we estimate the density of correlations among the regions of interest and study the difference in the density post-intervention between treatment arms. We discover that it is the tail of the density, rather than the mean or lower order moments of the distribution, that demonstrates a significant impact in the classification. The new approach has several benefits. Among them, it drastically reduces the number of multiple comparisons compared with edge-wise analysis. In addition, it allows for the investigation of the impact of functional connectivity on the outcomes where the connectivity is not geometrically localized.

PMID:36371779 | DOI:10.1002/hbm.26112

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Incidence of spinal cord injuries in Germany

Eur Spine J. 2022 Nov 13. doi: 10.1007/s00586-022-07451-0. Online ahead of print.

ABSTRACT

PURPOSE: The goal of this study was to provide recent data on incidence of spinal cord injuries (SCI) in Germany.

METHODS: The source of information was data collected via the mandatory submission of ICD-10 GM Codes by German public hospitals after patient discharge. Data from 2013 to 2020 were retrieved from the databases of the Federal Bureau of Statistics. ICD-10 Codes for acute SCI were identified. Statistical analysis was performed using Jamovi and Excel.

RESULTS: A total of 10,360 patients were reported, of whom 58.7% suffered from a cervical, 30.8% a thoracic and 10.4% a lumbar lesion. Two peaks in incidence were observed at approximately 30 and 70 years old. A population-size-adjusted overall incidence of 15.73 (SD 0.77) per million per year was calculated. We calculated the incidences in several subpopulations and discovered significantly higher incidences among males and among those over the age of 60. We discovered that differences in age groups mainly concerned injuries of the upper spine, with the incidence in the lumbar spine being similar among age groups. In addition, we found that while the probability of suffering from SCI increases with age, the relative risk of suffering from a complete injury decreases.

CONCLUSIONS: This study closes a long-lasting gap in epidemiological data regarding SCI in Germany, specifically by updating the incidence rates. We found that incidence depends on age, gender and type of lesion. We also provide some new angles for future research, especially considering the relative reduction in complete injuries among the elderly.

PMID:36371751 | DOI:10.1007/s00586-022-07451-0

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Nevin Manimala Statistics

Unsupervised domain adaptive tumor region recognition for Ki67 automated assisted quantification

Int J Comput Assist Radiol Surg. 2022 Nov 13. doi: 10.1007/s11548-022-02781-2. Online ahead of print.

ABSTRACT

PURPOSE: Ki67 is a protein associated with tumor proliferation and metastasis in breast cancer and acts as an essential prognostic factor. Clinical work requires recognizing tumor regions on Ki67-stained whole-slide images (WSIs) before quantitation. Deep learning has the potential to provide assistance but largely relies on massive annotations and consumes a huge amount of time and energy. Hence, a novel tumor region recognition approach is proposed for more precise Ki67 quantification.

METHODS: An unsupervised domain adaptive method is proposed, which combines adversarial and self-training. The model trained on labeled hematoxylin and eosin (H&E) data and unlabeled Ki67 data can recognize tumor regions in Ki67 WSIs. Based on the UDA method, a Ki67 automated assisted quantification system is developed, which contains foreground segmentation, tumor region recognition, cell counting, and WSI-level score calculation.

RESULTS: The proposed UDA method achieves high performance in tumor region recognition and Ki67 quantification. The AUC reached 0.9915, 0.9352, and 0.9689 on the validation set and internal and external test sets, respectively, substantially exceeding baseline (0.9334, 0.9167, 0.9408) and rivaling the fully supervised method (0.9950, 0.9284, 0.9652). The evaluation of automated quantification on 148 WSIs illustrated statistical agreement with pathological reports.

CONCLUSION: The model trained by the proposed method is capable of accurately recognizing Ki67 tumor regions. The proposed UDA method can be readily extended to other types of immunohistochemical staining images. The results of automated assisted quantification are accurate and interpretable to provide assistance to both junior and senior pathologists in their interpretation.

PMID:36371746 | DOI:10.1007/s11548-022-02781-2

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Nevin Manimala Statistics

Factors affecting healing and progression of conservatively treated incomplete atypical femoral fractures: retrospective observational study

J Bone Miner Metab. 2022 Nov 13. doi: 10.1007/s00774-022-01378-8. Online ahead of print.

ABSTRACT

INTRODUCTION: Incomplete atypical femoral fractures (iAFF) may occur with prolonged bisphosphonate usage. Factors influencing iAFF healing and progression are not well understood. This study of conservatively managed iAFF assessed factors influencing iAFF healing and progression including the effects of bisphosphonates and teriparatide use.

MATERIALS AND METHODS: Single-center retrospective observational study of 69 consecutive patients with 78 radiographically confirmed iAFF from 2002 to 2017. Serial radiographs assessed for focal cortical thickening, dreaded black line (DBL) and complete fracture. Chief outcome measures were DBL healing and complete fracture.

RESULTS: DBL had a significant association (p < 0.05) with fracture progression by multivariable logistic regression (55.8% versus 25.7%, odds ratio [OR] 26.57 (95% CI 1.40-504.78)) and shorter fracture-free survival (mean 3.21 versus 6.27 years). Presence of symptoms was associated with shorter fracture-free survival (mean 2.68 versus 5.98 years). Discontinuing bisphosphonates had significant associations (p < 0.001) by multivariable logistic regression with decreased fracture rate (11.6% versus 92.0%; OR 0.00, 95% CI 0.00-0.08) and longer fracture-free survival (mean 7.52 versus 1.99 years). DBL healing occurred in 36.4%, only when bisphosphonates were discontinued. Age, sex, race, fracture site, glucocorticoid use, teriparatide supplementation and duration of bisphosphonate use showed no statistically significant effect although teriparatide use appeared to improve DBL healing (50% versus 17.9%, p = 0.188).

CONCLUSIONS: In conservatively managed iAFF, DBL healing occurred in 36.4% if bisphosphonates were discontinued. Bisphosphonates and DBL were significantly associated with fracture progression and together with symptoms with fracture survival.

PMID:36371726 | DOI:10.1007/s00774-022-01378-8