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Nevin Manimala Statistics

Organic food consumption and the incidence of type 2 diabetes mellitus in the Danish Diet, Cancer and Health cohort

Diabetes Res Clin Pract. 2023 Oct 24:110972. doi: 10.1016/j.diabres.2023.110972. Online ahead of print.

ABSTRACT

AIMS: To investigate the association between organic food consumption and the incidence of type 2 diabetes mellitus.

METHODS: Among 41,286 cohort participants, aged 50-65 years, organic food consumption of vegetables, fruits, dairy products, eggs, meat, and cereal products, was summarized into an organic food score evaluated as never, low, medium and high consumption and as continuous intake. During follow-up, 4,843 cases were identified in the National Diabetes Register. Organic food consumption was associated to the disease incidence in Cox regression models.

RESULTS: Organic food consumption was linearly associated with a lower incidence of type 2 diabetes mellitus (Women, HR: 0.94, 95% CI: 0.89-1.00, Men, HR: 0.95, 95% CI: 0.90-1.00). Organic food consumption frequency, compared to never consumption, showed HRs below 1.00 for both women (medium intake HR: 0.96, 95% CI: 0.84-1.10, high intake HR: 0.88, 95% CI: 0.74-1.05) and men (low intake, HR: 0.95, 95% CI: 0.85-1.05, medium intake, HR: 0.92, 95% CI: 0.83-1.03, high intake, HR: 0.89, 95% CI: 0.75-1.05) but were not statistically significant. Similar patterns were observed with consumption of the specific organic food groups for women, but not for men.

CONCLUSIONS: Organic food consumption was associated with a suggested lower incidence of type 2 diabetes mellitus.

PMID:37884066 | DOI:10.1016/j.diabres.2023.110972

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Nevin Manimala Statistics

Evaluation of right heart function changes in patients with pulmonary hypertension via two-dimensional speckle tracking imaging: a retrospective study

Ann Med. 2023;55(2):2272711. doi: 10.1080/07853890.2023.2272711. Epub 2023 Oct 26.

ABSTRACT

Objective: To realize the changes in pulmonary hypertension (PH) patients’ right ventricular function.Methods: A total number of 74 patients with PH were included, and the parameters of standard echocardiographic were measured as well as the strain of peak longitudinal of each segment during the systole of the right ventricle to calculate the global longitudinal strain (LS) during systole of the right ventricular free wall.Results: ① As pulmonary arterial pressure increased, the right ventricular area gradually increased, and the case group showed the decreased right ventricular fractional area change (RVFAC), tricuspid annular plane systolic excursion (TAPSE), and tricuspid annular peak systolic velocity (S’) (p < 0.05). They, RVFAC, and TAPSE depicted significant differences that were statistical (p < 0.05) from the other groups. ② With increasing pulmonary arterial pressure, the right ventricular free wall’s LS gradually reduced (p < 0.05).Conclusion: ① LS right ventricular free wall is useful in detecting changes in right ventricular systolic function early on with greater sensitivity than RVFAC, TAPSE, and S’. In addition, increased right ventricular pressure loading can result in a subsequent impairment of right ventricular myocardial mechanics. ② As right ventricular pressure loading increases, right ventricular strain decreases. ③ In mild PH, the right ventricular free wall’s. LS is more sensitive than standard measures in spotting early alterations in myocardial mechanics.

PMID:37883811 | DOI:10.1080/07853890.2023.2272711

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Nevin Manimala Statistics

Transmission Versus Truth, Imitation Versus Innovation: What Children Can Do That Large Language and Language-and-Vision Models Cannot (Yet)

Perspect Psychol Sci. 2023 Oct 26:17456916231201401. doi: 10.1177/17456916231201401. Online ahead of print.

ABSTRACT

Much discussion about large language models and language-and-vision models has focused on whether these models are intelligent agents. We present an alternative perspective. First, we argue that these artificial intelligence (AI) models are cultural technologies that enhance cultural transmission and are efficient and powerful imitation engines. Second, we explore what AI models can tell us about imitation and innovation by testing whether they can be used to discover new tools and novel causal structures and contrasting their responses with those of human children. Our work serves as a first step in determining which particular representations and competences, as well as which kinds of knowledge or skills, can be derived from particular learning techniques and data. In particular, we explore which kinds of cognitive capacities can be enabled by statistical analysis of large-scale linguistic data. Critically, our findings suggest that machines may need more than large-scale language and image data to allow the kinds of innovation that a small child can produce.

PMID:37883796 | DOI:10.1177/17456916231201401

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Nevin Manimala Statistics

Meta-Analysis of Metformin on Recurrence Risk and Long-Term Survival in Patients with Diabetes and Renal Cell Carcinoma

Altern Ther Health Med. 2023 Oct 27:AT8958. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the effect of metformin on the survival of patients with diabetes mellitus complicated with renal cell carcinoma by Meta-analysis.

METHODS: To collect the required data, we looked through the databases of the Cochrane Library, PubMed, and EMBASE, as well as the network for querying registration data from clinical trials (https://clinicaltrials.gov). Retrieve relevant ongoing or closed clinical trials. To avoid publication bias, the search process is limited to randomized controlled trials, and the search results are not limited to language, publication time, or other restrictions. All included studies need to be evaluated according to the quality evaluation standard of the Cochran system evaluation manual. The relevant data were statistically analyzed by Revman 5.3 software. In the evaluation of overall survival (OS) and progression-free survival (PFS), the index of hazard risk (HR) was selected in this paper.

RESULTS: Eight cohort studies were included in the analysis. Partial and metastatic subgroup analysis of renal cell carcinoma demonstrated no significant effect of metformin on PFS, CSS, or OS. There was no evidence of publication bias, according to the findings.

CONCLUSION: This systematic review and meta-analysis found that metformin did not improve survival rates for diabetic patients with renal cell carcinoma.

PMID:37883777

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Nevin Manimala Statistics

Assessing the Impact of Prone Positioning on Mortality and Adverse Events Among Patients with Acute Respiratory Distress Syndrome: A Meta-Analysis

Altern Ther Health Med. 2023 Oct 27:AT9297. Online ahead of print.

ABSTRACT

BACKGROUND: Prone positioning has evolved as a therapeutic intervention for patients with acute respiratory distress syndrome (ARDS). ARDS remains a critical condition, with a mortality rate of approximately 40%. Prone positioning, which involves placing patients in a face-down position, has the potential to enhance gas exchange and improve lung mechanics, possibly leading to better patient outcomes.

OBJECTIVES: This comprehensive review aims to evaluate the impact of prone positioning on mortality (primary outcome) and the occurrence of adverse events (secondary outcome) in patients with ARDS compared to conventional supine positioning.

METHODS: We conducted an extensive systematic review, including studies published from 2000 to 2022. We searched databases including PUBMED, MEDLINE, EMBASE, CENTRAL, and WEB OF SCIENCE. Only randomized controlled trials (RCTs) that compared the outcomes of patients with ARDS in prone and supine positions were included. We employed the Cochrane risk of bias instrument to assess the methodological quality of the included RCTs.

RESULTS: Our review included a total of twelve RCTs involving 2736 patients, with 1401 patients in the prone position. The meta-analysis demonstrated a lower mortality rate among patients in the prone position compared to those in the supine position (odds ratio [OR], 0.71; 95% confidence interval [CI], 0.52-0.98; P = .04). Notably, there was a higher incidence of pressure sores in patients placed in the prone position (OR, 0.15; 95% CI, 0.09-0.20) compared to those in the supine position. However, there were no statistically significant differences in the occurrence of arrhythmias, unplanned extubation, or pneumothorax between the two positioning strategies.

CONCLUSIONS: Prone positioning offers potential benefits for patients with ARDS by reducing mortality rates. However, it is important to note that there is an associated risk of pressure sores. Further research and clinical consideration are needed to optimize the use of prone positioning in ARDS management.

PMID:37883774

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Nevin Manimala Statistics

Comparative Study on the Efficacy of Precise Radiotherapy in Lymphatic Drainage Area of Esophageal Cancer between Preventive Radiation and Invasive Field Radiation

Altern Ther Health Med. 2023 Oct 27:AT9045. Online ahead of print.

ABSTRACT

To investigate the efficacy of precise radiation therapy for lymphatic drainage area prevention (ENI) and invasive field irradiation (IFI) in patients with esophageal cancer undergoing radical radiotherapy. A retrospective analysis was conducted on 96 esophageal cancer patients admitted to our hospital from March 2018 to March 2021 who underwent radical radiotherapy. Among them, 48 patients who received precise radiation therapy to prevent radiation in the lymphatic drainage area were included in the ENI group, and 48 patients who received field irradiation were included in the IFI group. Compare and analyze the total clinical response rate, local control rate within 3 years after treatment, survival rate, and incidence of adverse reactions after radiotherapy between two groups of patients. There was no statistically significant difference in the total clinical response rate between the ENI group and the IFI group after radiotherapy (P > .05). There was no statistically significant difference in local control rate and survival rate between the ENI group and the IFI group within 3 years of treatment (P > .05). The incidence of postoperative complications in the ENI group was significantly higher than that in the IFI group, with a statistically significant difference (P < .05). When giving radical radiotherapy to esophageal cancer patients, the clinical total effective rate, survival rate, and local control rate of involving field irradiation are equivalent to the preventive radiation effect of precise radiotherapy for lymphatic drainage area. Besides, involving field irradiation can reduce the incidence of adverse reactions in patients after radiotherapy, which has high clinical value.

PMID:37883770

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Nevin Manimala Statistics

The Impact of Progressive Rehabilitation Nursing on Physical Rehabilitation and Quality of Life in Patients with Cerebral Infarction

Altern Ther Health Med. 2023 Oct 27:AT9503. Online ahead of print.

ABSTRACT

AIM: Cerebral infarction, a common type of stroke, results from a sudden interruption of blood flow to the brain, leading to a myriad of challenges and complications for patients. Among these complications, decreased muscle strength is a prominent issue that can have profound implications for patients’ overall well-being and functional independence. Decreased muscle strength in cerebral infarction often manifests as weakness, loss of mobility, and impaired ability to perform activities; the psychological impact of these physical limitations can lead to anxiety and depression, further exacerbating the patient’s condition. To investigate the effect of progressive rehabilitation nursing on the physical rehabilitation and quality of life of patients with cerebral infarction, to provide valuable insights and guidance for enhancing the functional recovery of individuals affected by cerebral infarction.

DESIGN: 100 cerebral infarction patients combined with decreased muscle strength admitted to our hospital between October 2019 and October 2020 were randomly selected as the study subjects for prospective analysis.

METHODS: They were divided into a control group (n = 50) and an experimental group (n = 50) using the random number table method. Patients in the control group underwent rehabilitation treatment, while patients in the experimental group underwent progressive rehabilitation nursing intervention guided by quality nursing intervention. The Fugl-Meyer Assessment (FMA) motor function score, National Institute of Health Stroke Scale (NIHSS) neurological function score, Barthel Index (BI), Self-rating Anxiety Scale (SAS) and Self-rating Depression Scale (SDS) scores, nursing efficiency and the incidence rate of adverse mood after 1, 2 and 3 weeks of nursing were recorded and compared between the two groups.

RESULTS: The FMA and BI index scores of patients in the experimental group were notably higher than those in the control group, and the comparison was statistically significant (P < .05); The NIHSS, SAS and SDS scores of patients in the experimental group were notably lower than those of the control group, and the results of the comparison were statistically significant (P < .05); The nursing efficiency and nursing satisfaction of patients in the experimental group was remarkably higher, and the results of the comparison were statistically significant (P < .05); The incidence of bad mood in the experimental group was significantly lower than that in the control group after 1, 2 and 3 weeks of nursing, and the incidence rate of adverse mood in the experimental group was improved with time, that is, 1>2>3 weeks in descending order (P < .05).

PATIENT OR PUBLIC CONTRIBUTION: Progressive rehabilitation nursing not only enhances muscle strength and restores their physical functions to a certain extent while reducing the incidence of adverse reactions and physical function but also mitigates the risk of adverse mood states. Ultimately, it contributes to an improved overall quality of life and psychological well-being of patients affected by cerebral infarction.

PMID:37883759

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Nevin Manimala Statistics

Diagnostic Effect of MRI Diffusion-weighted Imaging Apparent Diffusion Coefficient Value on Postoperative Recurrence of Brain Glioma

Altern Ther Health Med. 2023 Oct 27:AT9342. Online ahead of print.

ABSTRACT

OBJECTIVE AND SIGNIFICANCE: Glioblastoma is a highly invasive brain tumor, and its treatment and management have long posed challenges in the fields of neurosurgery and oncology. This study aimed to explore the potential value of apparent diffusion coefficient (ADC) values in postoperative recurrent brain gliomas using magnetic resonance imaging (MRI) diffusion-weighted imaging (DWI), with the goal of providing clinicians with more precise decision-making tools. In the context of the therapeutic challenges posed by glioblastomas, this research holds significant importance. The treatment of glioblastomas typically involves surgical resection, radiotherapy, and chemotherapy; however, its recurrence rate remains relatively high. Early detection of recurrence is crucial for implementing timely interventions, as it can impact patient survival and quality of life. ADC values within DWI may serve as a non-invasive tool to aid in the identification of potential recurrent lesions, thereby facilitating earlier therapeutic actions.

METHODS: A retrospective analysis was conducted on clinical data from 52 patients diagnosed with brain gliomas. All patients underwent MRI scans, contrast-enhanced imaging, and DWI. Based on the pathology results from the second surgery or radiological follow-up, patients were categorized into two groups: the recurrent group (31 cases) and the non-recurrent group (21 cases). The MRI diagnostic criteria followed the Chinese Guidelines for Diagnosis and Treatment of Central Nervous System Gliomas (2015 edition), and gliomas were classified into grades I-IV according to the WHO (2007 edition) pathological grading standards. Inclusion criteria encompassed postoperative pathological diagnosis of brain gliomas, absence of intracranial surgeries, brain parenchymal injuries, or other relevant medical histories, and all patients received postoperative adjuvant radiotherapy with a total dose exceeding 50 Gy, coupled with chemotherapy. Exclusion criteria excluded patients diagnosed with cerebral infarction, those with other intracranial conditions such as intracranial hypertension, and individuals with hepatic or renal dysfunction or known contrast agent allergies. ADC values for both groups were separately calculated, and receiver operating characteristic (ROC) curves were constructed. ROC area under the curve (AUC) was employed to assess the diagnostic accuracy of the two methods, along with the calculation of sensitivity (Sen) and specificity (Spe).

RESULTS: The ADCmean values (1.05 ± 0.25 mmys) and relative ADC (rADC)mean values (1.17 ± 0.38 mmys) of the recurrent group were lower than those of the non-recurrent group (1.33 ± 0.21 mmys, 1.36 ± 0.24 mmys), while the ADCmin values (1.03 ± 0.18 mmys) and ADCmax values (1.19 ± 0.21 mmys) of the recurrent group were lower than those of the non-recurrent group (1.21 ± 0.12 mmys, 1.35 ± 0.17 mmys), with statistically significant differences (P < .05). The AUC of ADCmean was 0.785, with Sen and Spe of 93.75% and 55%, respectively. The AUC of rADCmean was 0.702, with Sen and Spe of 86.2% and 65.21%, respectively. The AUC of ADCmin was 0.824, with Sen and Spe of 86.66% and 68.18%, respectively. The AUC of ADCmax is 0.715, with Sen and Spe of 77.77% and 60%, respectively.

CONCLUSION: The results of this study demonstrated the potential clinical utility of ADC values in the diagnosis of postoperative recurrence in gliomas. ROC analysis revealed that ADC values exhibited a high diagnostic accuracy, with the AUC reflecting their discriminative ability between the recurrence and non-recurrence groups. This finding may assist clinical practitioners in more precisely assessing patients’ risk of recurrence, further optimizing treatment strategies, and enhancing both survival rates and quality of life. Nevertheless, it is important to acknowledge several limitations in this study. Firstly, the relatively small sample size may limit the generalizability of the results. Additionally, due to the observational nature of this study, larger-scale and multicenter research is still required to validate these findings. Lastly, ADC values are influenced by various factors, including technical parameters and equipment variations, which necessitate further standardization and calibration efforts. Thus, while the results of this study hold promise for improving the management of glioma patients, further research is warranted to fully understand their potential clinical value.

PMID:37883754

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Nevin Manimala Statistics

Comparison on the Effect and Complications of VATS and Radical Thoracotomy for Lung Cancer in the Treatment of Stages IIB-IIIA Non-Small Cell Lung Cancer

Altern Ther Health Med. 2023 Oct 27:AT9313. Online ahead of print.

ABSTRACT

OBJECTIVE: Lung adenocarcinoma (NSCLC) is a common subtype of lung cancer, and its prevalence has gradually increased in recent years. There are various treatment methods for NSCLC, and surgical resection, as one of the important treatments, is crucial to improving the survival rate and quality of life of patients. To explore the effect and complications of video-assisted thoracic surgery (VATS) and radical thoracotomy for lung cancer (RTLC) in the treatment of stages IIB-IIIA non-small cell lung cancer (NSCLC).

METHODS: A total of 80 patients with NSCLC admitted to the hospital were enrolled between June 2019 and January 2021. According to the random number table method, they were divided into the VATS group (40 cases, VATS) and RTLC group (40 cases, RTLC). The operation time, intraoperative blood loss, postoperative drainage time, number of lymph node dissections, score of visual analogue scale (VAS) at 24 h after surgery, and hospitalization time were compared between the two groups. We chose specific inclusion criteria, including patients diagnosed with non-small cell lung cancer (NSCLC) who did not receive radiation therapy or chemotherapy before surgery, to ensure consistency and comparability across studies. We focused on indicators related to lung function and immune system, such as CD3+, CD4+ and CD8+ levels, as well as FEV1, FVC and MVV, to evaluate the impact of surgery on lung function and immune status. The levels of CD3+, CD4+, and CD8+ in both groups were detected by flow cytometry at 1 d before surgery and 3 d after surgery. The forced expiratory volume in one second (FEV1), forced vital capacity (FVC), and maximal voluntary ventilation (MVV) in both groups were detected by spirometry before and at 1 month after surgery. The occurrence of postoperative complications in both groups was recorded. After 12 months of follow-up, survival rates in both groups were statistically analyzed. The progression-free survival (PFS) and 12-month overall survival (OS) in both groups were analyzed by the Kaplan-Meier method.

RESULTS: The incision length, operation time, intraoperative blood loss, postoperative drainage time, VAS score at 24 h after surgery, and hospitalization time in VATS group were significantly lower than those in RTLC group (P < .05). The two groups had no significant difference in the number of lymph node dissections (P > .05). At 3 d after surgery, levels of CD3+, CD4+ and CD8+ in VATS group were significantly higher than those in RTLC group (P < .05). At 1 month after surgery, FEV1, FVC, and MVV in VATS group operation were significantly higher than those in RTLC group (P < .05). The incidence of postoperative complications in VATS group was lower than that in RTLC group (5.00% vs. 20.00%) (P < .05). Kaplan-Meier survival analysis showed that there was no significant difference in 12-month OS or PFS between the two groups (P > .05).

CONCLUSIONS: The long-term curative effect of VATS and RTLC is comparable on patients with stages IIB-IIIA NSCLC. The former has advantages such as less surgical injury, faster postoperative recovery, and higher safety, which can reduce the incidence of postoperative complications. This study provides clinicians with important information about the treatment of stage IIb ~ IIIa NSCLC and helps them choose surgical methods more wisely. These results also alert physicians to focus on operative time, blood loss, and complication risk to maximize patient outcomes.

PMID:37883749

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Nevin Manimala Statistics

Accessible Molecular System Creator: Building Molecular Configurations Based on the Inaccessible Molecular Volume and Accessible Molecular Surface via Static Monte Carlo Sampling

J Phys Chem B. 2023 Oct 26. doi: 10.1021/acs.jpcb.3c03670. Online ahead of print.

ABSTRACT

Monte Carlo (MC) stochastic sampling is a powerful tool in classical molecular simulations that directly connects the observable macroscopic properties of matter and the underlying atomistic interactions. This connection operates within the framework of the statistical mechanics proposed by Gibbs. Most MC simulations are “dynamic,” creating statistical ensembles of microstates via a Markovian chain, where each microstate in the ensemble depends only on its previous microstate. Herein, we re-examine an alternative form of MC that generates ensemble members through a “static” approach, building molecular systems stepwise. The basic theory for such an approach traces back to Rosenbluth and Rosenbluth, who proposed “static” stepwise sampling of a polymeric chain. It is almost as old as the Metropolis importance sampling approach used in dynamic MC, although the latter has been considerably more popular than the former. Herein, we address the main obstacle in static MC that has hindered the widespread adoption of Rosenbluth-based approaches in atomistic simulations. The obstacle lies in mapping the molecular accessible volume for adding a molecule in a Rosenbluth-like static sampling of atomistic configurations. We demonstrate a breakthrough by leveraging the ability to analytically map the inaccessible molecular volume and the accessible molecular surface owing to interatomically excluded volume interactions. This advance substantially enhances the ability to create molecular samples using a Rosenbluth-like static building process. The proposed approach can be used as a tool for creating initial configurations in MC or molecular dynamics simulations─a field where Rosenbluth-like static building has been applied. Additionally, this approach can be used as the first step in a perturbation scheme that accurately estimates free energy differences by estimating the chemical work related to molecule addition, removal, or reinsertion within the context of free energy perturbation schemes employed in molecular simulations.

PMID:37883744 | DOI:10.1021/acs.jpcb.3c03670