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Nevin Manimala Statistics

Robotic Colorectal Surgery in Elderly Patients: A Single-Centre Experience

Int J Med Robot. 2022 Jun 6:e2431. doi: 10.1002/rcs.2431. Online ahead of print.

ABSTRACT

INTRODUCTION: The purpose of this study was to evaluate outcomes in elderly patients (age≥65 years) undergoing robotic colorectal surgery (RCRS) in comparison with non-elderly patients.

MATERIALS AND METHODS: Data was collected on elderly and non-elderly patients who underwent RCRS from a prospectively maintained database.

RESULTS: A total of 89 elderly and 73 non-elderly patients were identified. No statistically significant differences in postoperative complication, reoperation, wound infection, anastomotic leak or mortality were observed. The median length of stay was 1 day longer in elderly patients (p=0.007). Subgroup analysis of octogenarians demonstrated outcomes that compared favourably with younger patients.

CONCLUSION: RCRS in elderly patients is safe and effective, with outcomes that do not differ significantly with younger patients. Older age should not be considered to be a specific exclusion criteria for RCRS. To our knowledge, this study represents the largest in the literature to examine outcomes specifically in elderly patients undergoing RCRS. This article is protected by copyright. All rights reserved.

PMID:35666815 | DOI:10.1002/rcs.2431

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Nevin Manimala Statistics

Incremental Variational Bayesian Gaussian Mixture Model With Decremental Optimization for Distribution Accommodation and Fine-Scale Adaptive Process Monitoring

IEEE Trans Cybern. 2022 Jun 6;PP. doi: 10.1109/TCYB.2022.3172790. Online ahead of print.

ABSTRACT

Due to the frequent changes in operating conditions, time-varying behaviors, including slow-varying dynamics and switching modes, commonly exist in industrial processes, resulting in different degrees of shifting in the process data distribution. When the data distribution shifts in a relatively wide range, conventional adaptive methods become ineffective since they are unable to distinguish normal shifts from real faults, leading to false alarms. In this study, an incremental variational Bayesian Gaussian mixture model (IncVBGMM) is proposed for developing a fine-scale adaptive monitoring scheme to efficiently accommodate the shifting data distribution caused by different degrees of time-varying behaviors. First, IncVBGMM with decremental optimization is proposed to adapt to the changing data distribution via the automatic complement of local models while reducing redundancy to optimize the mixture model. Then, a fine-scale adaptive monitoring scheme is built with physical interpretations to discern between normal shifts and real faults by joint analysis of the static and dynamic information. In addition, a novel monitoring statistic called the expectation of variational Bayesian inference distance (EVBID) is proposed, which can quantify the distance from samples to the variational monitoring model and indicate the fault effects. Case studies involving a real-world three-phase flow facility reveal that the proposed method can accurately differentiate various types of faults from normal shifts and effectively adapt to the time-varying dynamics.

PMID:35666782 | DOI:10.1109/TCYB.2022.3172790

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Nevin Manimala Statistics

Secure Counting Query Protocol for Genomic Data

IEEE/ACM Trans Comput Biol Bioinform. 2022 Jun 6;PP. doi: 10.1109/TCBB.2022.3178446. Online ahead of print.

ABSTRACT

Statistical analysis on genomic data can explore the relationship between gene sequence and phenotype. Particularly, counting the genomic mutation samples and associating with related phenotypes for statistical analysis can annotate the variation sites and help to diagnose genovariation. Expansion of the size of variation sample data helps to increase the accuracy of statistical analysis. It is feasible to securely share data from genomic databases on cloud platforms. In this paper, we design a secure counting query protocol that can securely share genomic data on cloud platforms. Our protocol supports statistical analysis of the genomic data in VCF (Variant Call Format) files by counting query. There are three participants of data owner, cloud platform and query party. Firstly, the genomic data is preprocessed to reduce the data size. Secondly, Paillier homomorphic is used so that genomic data can be securely shared and calculated on cloud platform. Finally, the results which be decrypted is used to implement counting function of the protocol. Experimental results show that the protocol can implement the query counting function after homomorphic encryption. The query time is less than 1 second, which provide a feasible solution to share genomic data securely on cloud platform for statistical analysis.

PMID:35666798 | DOI:10.1109/TCBB.2022.3178446

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Nevin Manimala Statistics

Perceptions of quality and the integrated delivery of family planning with childhood immunisation services in Kenya and Uganda

PLoS One. 2022 Jun 6;17(6):e0269690. doi: 10.1371/journal.pone.0269690. eCollection 2022.

ABSTRACT

The integration of family planning (FP) with childhood immunisations is considered a promising approach to addressing postpartum women’s unmet need for FP in resource limited settings. This study set out to examine client and health provider perceptions of the quality of FP services that were integrated with childhood immunisations in Kenya and Uganda. Semi-structured interviews with clients (n = 30) and health providers (n = 27) were conducted in 16 rural health facilities. Interviews centred on the respondents’ experiences receiving/delivering FP services, their interactions with providers/clients, and their views on the quality of FP services. Client and provider perceptions of quality were compared through a thematic analysis of interview transcripts, and findings were synthesised using Jain and Hardee’s revised FP Quality of Care Framework. Using audit data, health facility characteristics and resources were also summarised through descriptive statistics to contextualise the qualitative findings. The dignity and respect experienced by clients was central to the respondents’ perceptions of quality. These two dimensions were not conceptualised as distinct facets of quality, but were instead perceived to be a product of the 1) access to needed services, 2) choice of contraceptives, 3) interpersonal communication, 4) information, and 5) confidentiality afforded to clients. Additionally, clients and providers alike believed that the integration of FP services with childhood immunisations had a positive effect on clients’ access to needed services and on the confidentiality they experienced in a context where modern contraceptive use was stigmatised and where a lack of support from some husbands impeded access to FP services. Understanding clients’ and providers’ conceptualisation of quality is critical to the design of high quality and client-centred integrated FP services.

PMID:35666759 | DOI:10.1371/journal.pone.0269690

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Nevin Manimala Statistics

Hospital case-volume and mortality after lung cancer surgery: A population-based retrospective cohort study

Lung Cancer. 2022 May 27;169:61-66. doi: 10.1016/j.lungcan.2022.05.016. Online ahead of print.

ABSTRACT

OBJECTIVES: Recent advances in lung cancer treatment warrants reassessment of the volume-outcome association in lung cancer surgery. This study reassessed the relationship between surgical case-volume and both in-hospital and long-term mortality after lung cancer surgery using a current database to reflect recent advances.

MATERIALS AND METHODS: Using the database of the National Health Insurance Service in Korea, data of all adult patients who underwent lung cancer surgery in Korea between 2005 and 2019 were obtained. Hospitals were categorized by the annual number of lung cancer surgeries. Risk-adjusted in-hospital and 1, 3, 5-year mortality after surgery were assessed.

RESULTS: A total of 84,194 lung cancer surgeries were performed in 163 centers during the study period. High-volume centers were defined as > 200 cases/year, medium-volume centers as 60-200 cases/year, and low-volume centers as < 60 cases/year. After adjustment, in-hospital mortality was significantly lower in high-volume centers (1.03%) compared to medium-volume centers (2.06%, adjusted odds ratio [OR], 1.43; 95% confidence interval [CI], 1.23-1.65; P < 0.001), and low-volume centers (3.08%, OR, 1.32; 95% CI, 1.16-1.51; P < 0.001). Long-term mortality was also significantly lower in high-volume centers compared to the other groups.

CONCLUSION: High-volume centers showed lower in-hospital and long-term mortality compared to centers with less case-volume.

PMID:35660970 | DOI:10.1016/j.lungcan.2022.05.016

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Nevin Manimala Statistics

Liposomal formulations for lung cancer treatment in the last two decades: a systematic review

J Cancer Res Clin Oncol. 2022 Jun 4. doi: 10.1007/s00432-022-04079-x. Online ahead of print.

ABSTRACT

PURPOSE: Lung cancer is the leading cause of cancer mortality worldwide. To improve the therapeutic outcomes, drug delivery systems, and particularly liposomes, have been widely investigated. Therefore, this review analyzed systematically the literature to inquire about the safety and efficacy of liposomal formulations in lung cancer treatment.

METHODS: Three electronic databases (PubMed, Web of Science and Cochrane CENTRAL) were systematically searched until May 2020. Clinical trials containing information about the effects of liposomal formulations in lung cancer patients were considered eligible.

RESULTS: Twenty two selected studies present different treatment options for both small and non-small-cell lung cancers. After compiling and analyzing all the published information, we verified that combination of liposomal cisplatin and paclitaxel led to a statistically significant improvement of the evaluated outcomes. Moreover, tecemotide, a liposome-based immunotherapy, demonstrated lower toxicity compared to control groups. Evidences that other subgroups could benefit from this formulation were also provided.

CONCLUSION: This systematic review (registration number CRD42021246587) demonstrates that liposomal formulations are promising alternatives to overcome limitations of traditional cancer therapy. However, larger, longer, randomized and double-blinded clinical trials, selecting their patients’ cohort considering more responsive subgroups would be beneficial to strengthen the scientific and clinical evidence of the results herein reported.

PMID:35660950 | DOI:10.1007/s00432-022-04079-x

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Nevin Manimala Statistics

The Therapeutic Efficacy and Safety of Intravenous Immunoglobulin in Dermatomyositis and Polymyositis: A Systematic Review and Meta-Analysis

Mod Rheumatol. 2022 Jun 4:roac057. doi: 10.1093/mr/roac057. Online ahead of print.

ABSTRACT

OBJECTIVES: To evaluate the efficacy and safety of intravenous immunoglobulin (IVIG) in the treatment of dermatomyositis (DM) and polymyositis (PM).

METHODS: A comprehensive systematic review was conducted in accordance with the guidelines of PRISMA (Preferred Reporting Items for Systematic Reviews And Meta-analyses). PubMed, Embase, and China National Knowledge Infrastructure (CNKI) were searched to find articles published between July 1919 and May 2021 concerning IVIG therapy in PM/DM. We analyzed continuum data through mean difference and the estimated pooled improvement rate through Log transformation. We calculated all the effect measures with a 95% confidence interval. The I²statistic was calculated to assess statistical heterogeneity across the studies. I²values of 25%, 50% and 75% were defined as low, moderate and high, respectively. All analyses were conducted using R Studio, Version 3.6.3.

RESULTS: Seventeen papers pertinent to our questions were found: three case-control studies, fourteen non-randomized studies. We evaluated the efficacy of IVIG in DM/PM by the indicators of creatine kinase (CK), Manual Muscle Test (MMT) scores, Medical Research Council (MRC) scale, the Activities of Daily Living (ADL) scale and the pooled improvement rate. In a meta-analysis, we found that IVIG significantly improved the level of CK (SMD -0.69, 95%CI -0.93, -0.46; P<0.0001), MMT (SMD 1.12; 95%CI 0.77, 1.47; P<0.00001), MRC (SMD 1.59; 95%CI 0.86, 2.33; P<0.00001), ADL (SMD 1.07; 95%CI 0.59, 1.56; P<0.0001). The CK levels in DM and PM were also significantly improved after IVIG (SMD = -0.73, 95%CI -1.12, -0.34; P=0.0002; and SMD = -3.29, 95%CI -5.82, -0.76; P < 0.0001, respectively). The meta-analysis of three RCTs showed that there was a statistically significant improvement after IVIG (SMD 0.63; 95%CI 0.22, 1.03; P=0.002). In a random effects model pooled muscle power improvement rate was 77% (95% CI: 66.0-87.0%). Meta-analyses of IVIG as first-line therapy showed a significant improvement of CK level (SMD -0.71; 95%CI -1.12, -0.30; P=0.0007). In three studies, the polled improvement rate of esophageal disorders was 88% (95% CI: 80.0-95.0%). There was no statistically significant difference in the rate of improvement between the number of courses < 2 and ≥ 2 (0.80 vs. 0.80 %, P = 0.9). The corticosteroid-sparing effect of IVIG was also well demonstrated, with the proportion of corticosteroid-sparing success reaching 81.8% (72/88). Adverse reactions included headache, fever, Hypotension and dizzy and so on. Mild cortical stroke, staphylococcal septicaemia, asymptomatic myocardial infarction, cerebral infarction, deep vein thrombosis and subendocardial ischemia as severe adverse events were found in seven cases.

CONCLUSION: IVIG seems to be an effective drug for DMPM, improving muscle strength, CK levels and esophageal involvement, and it is well tolerated by patients.

PMID:35660927 | DOI:10.1093/mr/roac057

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Cortisol awakening response in the airborne rescue service

Occup Med (Lond). 2022 Jun 5:kqac052. doi: 10.1093/occmed/kqac052. Online ahead of print.

ABSTRACT

BACKGROUND: Work-related stress may lead to mental and physical illnesses. Emergency physicians may be particularly vulnerable to developing such diseases due to their extreme emotional working environment.

AIMS: The purpose of the study was to analyse the hormonal stress burden of emergency physicians in the airborne rescue service to create an empirical basis for developing appropriate measures against chronic stress in the rescue service.

METHODS: Three salivary cortisol samples were collected after awakening in 15 min intervals-each on a flight rescue day, a clinic day and a free day-to calculate the extent of the hormonal stress load of the emergency physicians. A nested linear mixed-model analysis was used in 40 cases to investigate hormonal stress. Furthermore, professional years and gender were included in the calculations.

RESULTS: The mixed model showed neither a main effect for measurement time nor for day but a significant interaction effect (P = 0.002). The cortisol level rises strongly on the flight rescue and the clinic day, while on the free day it shows a moderate increase. Professional years and gender also proved to be statistically significant for the cortisol level of emergency physicians (P < 0.001).

CONCLUSIONS: The results show a significantly higher cortisol increase on working days compared with a free day, which indicates a stronger stress burden on working days of emergency physicians in the airborne rescue service. Future studies should examine the stress level of emergency physicians in more detail to prove whether the working conditions of emergency physicians need to be modified.

PMID:35660919 | DOI:10.1093/occmed/kqac052

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Nevin Manimala Statistics

Inverse association between plasma phylloquinone and risk of ischemic stroke in Chinese adults with hypertension and high body mass index: a nested case-control study

J Nutr. 2022 Jun 6:nxac131. doi: 10.1093/jn/nxac131. Online ahead of print.

ABSTRACT

BACKGROUND: Evidence on the association between phylloquinone status and cardiovascular diseases is scarce and conflicting. These inconsistencies may be due to differences in individual characteristics of the study populations, which may modify the association.

OBJECTIVE: This study aimed to evaluate the association between plasma phylloquinone and the risk of first total stroke and its subtypes, and to examine potential effect modifications by body mass index (BMI) in patients with hypertension.

METHODS: We performed a nested case-control study including 604 first stroke cases and 604 matched controls. The mean age was 62.2 years (range, 45 to 75). Lower BMI was defined as <25 kg/m2, and higher BMI was defined as ≥25 kg/m2. The risks of the first stroke were estimated by odds ratios (ORs) and 95% confidence intervals (CI) using conditional logistic regression. The primary outcome was total stroke or ischemic stroke.

RESULTS: The relationship between log-transformed phylloquinone concentration and stroke or ischemic stroke was modified by BMI. Higher phylloquinone levels were associated with lower stroke risk in those with higher BMI. When plasma phylloquinone was assessed as tertiles, the adjusted ORs of first stroke and ischemic stroke for participants with high BMI in tertile 2-3 were 0.70 (95% CI: 0.46,1.08) and 0.57 (95% CI: 0.35,0.92) compared to those in tertile 1, respectively. However, there was no significant association between plasma phylloquinone and risk of first total stroke or ischemic stroke for those with lower BMI. Patients with higher BMI and lower phylloquinone levels had the highest risk of ischemic stroke and showed a statistically significant difference compared to the reference group with lower BMI and higher phylloquinone (OR = 1.80, 95% CI: 1.06, 3.10; P-interaction: 0.017).

CONCLUSIONS: In Chinese patients with hypertension, there was an inverse association between baseline plasma phylloquinone and risk of first ischemic stroke among those with higher BMI.

PMID:35660920 | DOI:10.1093/jn/nxac131

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Conservative or liberal oxygen therapy for mechanically ventilated adults with acute brain pathologies: A post-hoc subgroup analysis

J Crit Care. 2022 Jun 2;71:154079. doi: 10.1016/j.jcrc.2022.154079. Online ahead of print.

ABSTRACT

PURPOSE: To compare the effect of conservative vs. liberal oxygen therapy in mechanically ventilated adults in the intensive care unit (ICU) with non-hypoxic ischemic encephalopathy (HIE) acute brain pathologies.

MATERIALS AND METHODS: Post-hoc analysis of data from 217 patients with non-HIE acute brain pathologies included in the ICU Randomized Trial Comparing Two Approaches to OXygen therapy (ICU-ROX).

RESULTS: Patients allocated to conservative oxygen spent less time with oxygen saturation ≥ 97% (50.5 [interquartile range (IQR), 18.5-119] vs. 82 h [IQR, 38-164], absolute difference, -31.5 h; 95%CI, -59.6 to -3.4). At 180 days, 38 of 110 conservative oxygen patients (34.5%) and 28 of 104 liberal oxygen patients (26.9%) had died (absolute difference, 7.6 percentage points; 95%CI, -4.7 to 19.9 percentage points; P = 0.23; interaction P = 0.02 for non-HIE acute brain pathologies vs. HIE; interaction P = 0.53 for non-HIE acute brain pathologies vs. non-neurological conditions).

CONCLUSIONS: In this post-hoc analysis, patients admitted to the ICU with non-HIE acute brain pathologies treated with conservative oxygen therapy did not have significantly lower mortality than those treated with liberal oxygen. A trial with adequate statistical power is needed to determine whether our day 180 mortality point estimate of treatment effect favoring liberal oxygen therapy indicates a true effect.

PMID:35660843 | DOI:10.1016/j.jcrc.2022.154079