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Objective study validity diagnostics: a framework requiring pre-specified, empirical verification to increase trust in the reliability of real-world evidence

J Am Med Inform Assoc. 2025 Jan 10:ocae317. doi: 10.1093/jamia/ocae317. Online ahead of print.

ABSTRACT

OBJECTIVE: Propose a framework to empirically evaluate and report validity of findings from observational studies using pre-specified objective diagnostics, increasing trust in real-world evidence (RWE).

MATERIALS AND METHODS: The framework employs objective diagnostic measures to assess the appropriateness of study designs, analytic assumptions, and threats to validity in generating reliable evidence addressing causal questions. Diagnostic evaluations should be interpreted before the unblinding of study results or, alternatively, only unblind results from analyses that pass pre-specified thresholds. We provide a conceptual overview of objective diagnostic measures and demonstrate their impact on the validity of RWE from a large-scale comparative new-user study of various antihypertensive medications. We evaluated expected absolute systematic error (EASE) before and after applying diagnostic thresholds, using a large set of negative control outcomes.

RESULTS: Applying objective diagnostics reduces bias and improves evidence reliability in observational studies. Among 11 716 analyses (EASE = 0.38), 13.9% met pre-specified diagnostic thresholds which reduced EASE to zero. Objective diagnostics provide a comprehensive and empirical set of tests that increase confidence when passed and raise doubts when failed.

DISCUSSION: The increasing use of real-world data presents a scientific opportunity; however, the complexity of the evidence generation process poses challenges for understanding study validity and trusting RWE. Deploying objective diagnostics is crucial to reducing bias and improving reliability in RWE generation. Under ideal conditions, multiple study designs pass diagnostics and generate consistent results, deepening understanding of causal relationships. Open-source, standardized programs can facilitate implementation of diagnostic analyses.

CONCLUSION: Objective diagnostics are a valuable addition to the RWE generation process.

PMID:39789670 | DOI:10.1093/jamia/ocae317

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Mir-615-5p inhibits cervical cancer progression by targeting TMIGD2

Hereditas. 2025 Jan 9;162(1):4. doi: 10.1186/s41065-024-00363-7.

ABSTRACT

BACKGROUND: Cervical cancer (CC) is a prevalent gynecological malignancy, contributing to a substantial number of fatalities among women. MicroRNAs (miRNAs) have emerged as promising biomarkers with significant potential for the early detection and prognosis of CC.

OBJECTIVE: This study aimed to explore the clinical significance and biological role of miR-615-5p in CC, with the goal of identifying novel biomarkers for this disease.

MATERIALS AND METHODS: The levels of miR-615-5p and TMIGD2 mRNA in tissue samples and cells were quantified through quantitative reverse transcription real-time PCR, followed by statistical analyses to investigate the correlation between miR-615-5p and clinical data. The effects of miR-615-5p on the proliferation and metastasis of CC cells were evaluated using the Cell Counting Kit-8 and Transwell assays. The potential mechanism of miR-615-5p was elucidated by bioinformatics analyses and Dual-luciferase reporter assay. Western blotting was employed to measure the protein levels of TMIGD2.

RESULTS: In CC, the downregulation of miR-615-5p was related to poor prognosis and emerged as an independent prognostic factor. The levels of miR-615-5p were reduced in CC cells. miR-615-5p overexpression restrained the proliferation and metastasis of CC cells. Furthermore, TMIGD2 was identified as a target gene regulated by miR-615-5p, and its expression was notably elevated in CC. The influence of miR-615-5p on the biological behaviors of CC cells was mediated through the modulation of TMIGD2.

CONCLUSIONS: Downregulation of miR-615-5p was a prognostic indicator of poor prognosis in CC. miR-615-5p exerted its tumor-suppressive effects by inhibiting cell growth and metastasis through the regulation of TMIGD2.

PMID:39789663 | DOI:10.1186/s41065-024-00363-7

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A proposal of a fecal scoring system based on physicochemical analyses of suckling pig feces

Porcine Health Manag. 2025 Jan 9;11(1):5. doi: 10.1186/s40813-024-00417-2.

ABSTRACT

BACKGROUND: Digestive disorders are one of the main health problems in suckling piglets. The correct visual identification of feces in suckling piglets is an important tool for the diagnosis of enteric diseases. The aim of the present observational study was to analyze different physicochemical parameters of the feces of suckling piglets aged 0 to 21 days: visual appearance (color and consistency), fecal dry matter (FDM) content and pH. A total of 482 fecal samples were collected and visually classified into six categories: meconium, colostrum stage feces and 4 further scores according to the degree of consistency: 0 = form; 1 = pasty; 2 = liquid; and 3 = watery feces. The percentage of FDM was estimated by two drying methods, oven and microwave, doing duplicates in each one to evaluate methods, and both were compared.

RESULTS: The most frequent colors of each feces category were dark green or dark brown for meconium; orange for colostrum; formed feces were mostly ocher and for the rest of the feces, the colors varied predominantly cream and ocher. Regarding FDM, liquid and watery categories had no statistically significant differences between them; meconium and colostrum feces FDM were not statistically different from pasty feces. The correlation coefficient between the FDM values of the duplicate analyses of the samples by both methods (oven and microwave) was very high (> 0.988). Importantly, no differences were found while comparing the results between both methods (p = 0.078), and the correlation coefficient between all samples analyzed with both methods was very high (> 0.98). Meconium was the only one that differed significantly from the rest in terms of pH.

CONCLUSION: The physicochemical study of the feces of suckling piglets including color, FDM and pH allowed the establishment of an objective fecal score to characterize the stools in this age group.

PMID:39789643 | DOI:10.1186/s40813-024-00417-2

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Effect of daily alcohol intake on sex hormone levels among postmenopausal breast cancer survivors on aromatase inhibitor therapy: a randomized controlled crossover pilot study

Breast Cancer Res. 2025 Jan 9;27(1):5. doi: 10.1186/s13058-024-01940-4.

ABSTRACT

BACKGROUND: Alcohol intake is associated with a higher risk of estrogen receptor-positive (ER+) breast cancer (BC), presumably through its confirmed ability to increase sex hormone levels. Whether consuming alcohol within the recommended limit of one serving per day increases sex hormone levels among postmenopausal women taking aromatase inhibitors (AI) to inhibit estrogen production remains unknown. Therefore, we compared sex hormone levels following white wine to levels following white grape juice among ER + BC survivors taking AIs.

METHODS: In this 10-week randomized controlled two-period crossover trial conducted from September 2022 to July 2023 among 20 postmenopausal women on AIs, we examined within-person changes in sex hormone levels following 3 weeks of 5 ounces of white wine daily versus 3 weeks of 6 ounces of white grape juice daily, with each drinking period preceded by two-week washouts and drinking period sequence allocated by randomization.

RESULTS: All 20 participants completed the trial. Compared to daily grape juice, daily wine led to decreases in total estradiol (11.1%, 95%confidence interval[CI] -49.8%,57.2%), free estradiol index (0.7%, 95%CI -2%,0.7%), and free estradiol concentration (7.7%, 95%CI -48%, 63.9%) but increases in estrone (13.8%, 95%CI -9.5%,43.1%), dehydroepiandrosterone sulfate (DHEAS; 11.4%, 95%CI -3.3%,28.4%), and testosterone (12.6%, 95%CI -0.8%,27.7%) and decreased sex hormone-binding globulin (SHBG; -2.7%, 95%CI -21.9%,21.2%).

CONCLUSIONS: Five ounces of white wine daily did not lead to statistically significant increases in estradiol, but it led to changes in other sex hormones suggesting higher BC risk. Whether this level of alcohol intake diminishes AI effectiveness warrants further investigation.

TRIALS REGISTRATION: Clinicaltrials.gov NCT05423730 registered June 14, 2022.

PMID:39789640 | DOI:10.1186/s13058-024-01940-4

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Faricimab efficacy in type 1 macular neovascularization: AI-assisted quantification of pigment epithelium detachment (PED) volume reduction over 12 months in Naïve and switch eyes

Int J Retina Vitreous. 2025 Jan 9;11(1):3. doi: 10.1186/s40942-025-00629-w.

ABSTRACT

BACKGROUND: This study evaluates the efficacy of intravitreal Faricimab in reducing pigment epithelium detachment (PED) and fluid volumes in both treatment-naïve eyes and eyes unresponsive to anti-VEGF mono-therapies, all diagnosed with type 1 macular neovascularization (T1 MNV) over a period of 12-month.

METHODS: A retrospective, single-center cohort study was conducted at the Jules Gonin Eye Hospital, Lausanne, Switzerland. Clinical records of treatment-naïve and non-responder switch patients presenting T1 MNV secondary to neovascular age-related macular degeneration (nAMD) from September 2022 to March 2023 were reviewed. Patients received a loading dose of three monthly Faricimab injections followed by a treat-and-extend (T&E) regimen. Multimodal imaging, including structural OCT and AI-assisted analysis, was used to quantify PED volumes and related fluid biomarkers at baseline, 3-month, 6-month, and 12-month follow-up. Statistical analyses included linear mixed models to evaluate differences and trends in intraretinal (IRF), subretinal fluid (SRF) and PED volumes.

RESULTS: 65 eyes of 65 patients were enrolled (female: 70.7%; mean age = 80.7yrs, SD = 6.9yrs). 80% had received anti-VEGF treatment (Switch group) and 20% were treatment-Naïve at baseline. At 12 months, intravitreal treatments were more frequent in the Switch group (mean number = 8.3 vs. 6.0; p = 0.009). BCVA improved at the 12-month follow-up in Naïve eyes (+ 6.9 ETDRS letters from baseline, p = 0.053) and was maintained in Switch eyes. No cases of intraocular inflammation were observed. Significant reduction in SRF and IRF volumes were noted in both groups. A significant reduction in PED volume was observed over the follow-up period in both groups (mean slope = -206 nL, 95%CL = -273/-138; p-value < 0.001).

CONCLUSIONS: Intravitreal Faricimab significantly reduced PED volumes in both treatment-Naïve and non-responder Switch patients over 12 months. The study highlights Faricimab’s potential as an effective treatment option for T1 MNV in nAMD, offering significant improvements in PED volume and related fluid biomarkers.

PMID:39789631 | DOI:10.1186/s40942-025-00629-w

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Effects of self-monitoring physical activity with wearable activity trackers on perceived joint function and health-related quality of life in people with hip and knee osteoarthritis: a secondary analysis of a cluster-randomised clinical trial

BMC Musculoskelet Disord. 2025 Jan 9;26(1):33. doi: 10.1186/s12891-024-08238-8.

ABSTRACT

BACKGROUND: Osteoarthritis (OA) often leads to pain and functional limitations, impacting work and daily life. Physical activity (PA) is an important part of the treatment. Wearable activity trackers (WATs) offer a novel approach to promote PA but could also aid in finding a sustainable PA level over time. The aim of this secondary analysis was to examine the effects of self-monitoring PA with a WAT on perceived joint function and health-related quality of life in people with hip and knee OA.

METHOD: A two-armed cluster-randomized controlled trial (C-RCT) was conducted in southern Sweden including 160 individuals with hip or knee OA. The participants were cluster-randomized to a Supported Osteoarthritis Self-management Program (SOASP) with the addition of self-monitoring PA using a commercial WAT for 12 weeks (n = 86), or only the SOASP (n = 74). The outcomes include perceived joint function measured with HOOS/KOOS and health-related quality of Life (HRQoL) measured with EQ-5D-3L index and EQ VAS. Participants responded to the questionnaires at baseline and at follow-up after 3, 6 and 12 months. Statistical analyses involved linear mixed models, ANCOVA and paired t-test.

RESULTS: Participants with data from baseline and at least one follow-up were included in the analyses (n = 124). The analyses showed no statistically significant differences in changes between the groups in perceived joint function or HRQoL throughout the study period. Both groups improved in pain and symptoms, but the changes were small.

CONCLUSION: The addition of WAT-use did not have any effect on perceived joint function or HRQoL. The participants’ relatively high baseline scores might have influenced the outcomes of this study. We suggest that future WAT-interventions target inactive people with OA and use devices that also captures other activities such as cycling or aquatic exercise.

TRIAL REGISTRATION: ClinicalTrials.gov, NCT03354091. Registered 15/11/2017.

PMID:39789623 | DOI:10.1186/s12891-024-08238-8

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Umbilical outpouchings in pigs – an international survey on fitness for transport, welfare and management

Porcine Health Manag. 2025 Jan 9;11(1):4. doi: 10.1186/s40813-024-00411-8.

ABSTRACT

BACKGROUND: Umbilical outpouchings (UOs) in pigs are a multifactorial disease and little is known about effective prevention strategies and risk factors for UO development. UOs are common in Danish pigs and legislation complicates and increases the cost of keeping and raising pigs with UO. Recommendations for preventive measures exist but the scientific evidence behind the recommendations is often lacking. This study´s purpose was to investigate veterinarians’ perspectives on UO pigs´ fitness for transport, the welfare of UO pigs, the significance of UO, risk factors for the development of UO, and the management of pigs with UO. This study´s purpose was to investigate veterinarians’ perspectives on UO pigs´ fitness for transport, the welfare of UO pigs, the significance of UO, risk factors for the development of UO, and the management of pigs with UO.

RESULTS: The survey received 93 complete responses from veterinarians working within porcine health management. Because of the large proportion of replies from Danish veterinarians, all reporting of results was divided among Danish and non-Danish veterinarians. There were no statistically significant differences between the two groups in the assessment of fitness for transport. Both groups mainly agreed to a series of statements regarding the significance of UO and risk factors for UO development. The management of UO was also similar across the groups except for the use of neonatal antibiotics which was used considerably more in Danish herds.

CONCLUSIONS: Umbilical outpouchings seem to be perceived as a challenge across pork production; affecting the welfare of the individual pig as well as the management of the entire production. There were no significant differences between Danish and non-Danish veterinarians’ assessments of fitness for transport, and almost all the veterinarians agreed that some UO pigs might need special attention and care. Most would also recommend preventive measures. Despite most respondents in this survey working under the laws of the European Union, some were unaware of legislation regarding UO pigs.

PMID:39789622 | DOI:10.1186/s40813-024-00411-8

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An integrated investigation of mitochondrial genes in COPD reveals the causal effect of NDUFS2 by regulating pulmonary macrophages

Biol Direct. 2025 Jan 9;20(1):4. doi: 10.1186/s13062-025-00593-3.

ABSTRACT

BACKGROUND: Despite the increasing body of evidence that mitochondrial activities implicate in chronic obstructive pulmonary disease (COPD), we are still far from a causal-logical and mechanistic understanding of the mitochondrial malfunctions in COPD pathogenesis.

RESULTS: Differential expression genes (DEGs) from six publicly available bulk human lung tissue transcriptomic datasets of COPD patients were intersected with the known mitochondria-related genes from MitoCarta3.0 to obtain mitochondria-related DEGs associated with COPD (MitoDEGs). The 32 hub MitoDEGs identified from protein-protein interaction (PPI) networks demonstrated superior overall diagnostic efficacy to non-hub MitoDEGs. Random forest (RF) analysis, least absolute shrinkage and selection operator (LASSO) regression, and Mendelian Randomization (MR) analysis of hub MitoDEGs further nominated NDUFS2, CAT, and MRPL2 as causal MitoDEGs for COPD, whose predominate expressions in pulmonary macrophages were revealed by an independent single-cell transcriptomic dataset of COPD human lungs. Finally, NDUFS2 was evaluated as the top-ranked contributor to COPD in the nomogram model and its downregulation in pulmonary macrophages could result in pro-inflammatory secretion, enhanced intercellular communications, whereas depressed phagocytosis of macrophages as revealed by gene set variation analysis (GSVA) and cell-cell interaction (CCI) analysis of single-cell transcriptomic dataset of COPD human lungs, which was later confirmed in COPD mouse model and macrophage cell lines.

CONCLUSIONS: Our study established the causal linkage between mitochondrial malfunctions and COPD, providing a potential therapeutic avenue to alleviate pulmonary inflammation accounting for COPD by targeting mitochondria-related genes. NDUFS2, a canonical component of mitochondrial electron respiratory chain, was highlighted instrumental for the susceptibility of risk-exposed individuals to COPD.

PMID:39789601 | DOI:10.1186/s13062-025-00593-3

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Oxidative balance scores and gallstone disease: mediating effects of oxidative stress

Nutr J. 2025 Jan 10;24(1):4. doi: 10.1186/s12937-025-01073-0.

ABSTRACT

BACKGROUND: Gallstone disease (GSD) is a prevalent gastrointestinal disorder, few studies have examined the combined effects of dietary and lifestyle factors on GSD. This study aims to investigate the relationship between oxidative balance score (OBS) and GSD, and explores the potential mediating role of oxidative stress.

METHODS: Cross-sectional data from 6,196 participants in the NHANES 2017-2020 were analyzed. OBS, encompassing 16 dietary and 4 lifestyle factors, was assessed alongside GSD prevalence. Weighted multivariate logistic regression, restricted cubic spline (RCS) analysis were used to explore the relationship between OBS and GSD and mediation analysis was used to test the indirect effect of oxidative stress indicators. Subgroup analysis and sensitivity analysis were used to determine the stability of results.

RESULTS: A higher OBS was significantly associated with a reduced risk of GSD (OR: 0.701, 95% CI: 0.492-0.999, P < 0.05). RCS analysis revealed a linear association between OBS and GSD risk. Mediation analysis indicated significant mediating effects of albumin and uric acid, with a combined mediation proportion of 19.540% (P < 0.05). Subgroup analysis revealed differences and interrelationships based on education level, providing additional insights into the relationship between OBS and GSD and sensitivity analysis confirmed the stability of these associations.

CONCLUSIONS: A higher OBS is associated with a reduced risk of GSD, especially among higher education levels groups, and albumin, uric acid may act as mediators of this association. These findings underscore the potential role of oxidative stress in GSD and the significance of maintaining a healthy diet and lifestyle to decrease GSD risk.

PMID:39789597 | DOI:10.1186/s12937-025-01073-0

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Effects of the Oral Health Promotion Program on oral health and oral microbiota changes in diabetic elderly individuals: a quasi-experimental study

BMC Oral Health. 2025 Jan 9;25(1):51. doi: 10.1186/s12903-024-05388-y.

ABSTRACT

BACKGROUND: Diabetes with its highly prevalence has become a major contributor to the burden of health care costs worldwide. Recent unequivocal evidence has revealed a bidirectional link between oral health and diabetes. In this study, the effects of the Oral Health Promotion Program (OHPP) on oral hygiene, oral health-related quality of life and glycated haemoglobin (HbA1c) levels in diabetic elderly were examined. Moreover, microbial changes in the saliva microbiota community were also emphatically investigated.

METHODS: A quasi-experiment was conducted in regionally representative communities to assess oral health and oral microbiota of the elderly diabetic participants. The participants in the intervention group (n = 26) received OHPP including three phases of cognition, intensification and consolidation during the program, when those in the control group (n = 26) received routine oral care. Clinical parameters were recorded at two different time points as before the study (T0), and 3 months after intervention onset (T1). Oral health was measured via the oral health impact profile (OHIP-14) questionnaire, dental plaque index, HbA1c and mastery of oral health knowledge, and sequencing of the 16S rRNA gene from saliva samples was used to analyze the oral microbiota.

RESULTS: The average age of the final sample was 71.77 years (SD = 6.06), 53.8% (28/52) of whom were male. A reduction in the plaque index and improvements in oral health-related quality of life and mastery of oral health knowledge were observed in the intervention group. Meanwhile, the α-diversity of the microbiota increased in both groups, but more significant in the intervention group. PCoA analyses showed significant differences in microbial community structure in both groups, and LEfSe analyses revealed a decrease of g_Streptococcus and g_Rothia after the implementation of OHPP and a decrease of g_Streptococcusa, g_Porphyromonas, g_Gemella after the routine oral care. There was no statistically significant difference in the HbA1c level between two groups.

CONCLUSIONS: OHPP superiorly contributes to the improvement of oral health and oral microbiota in elderly diabetic patients. The overarching goal is to introduce attention to the importance of good oral health as a crucial point in preventing and managing diabetes mellitus and thereby make it a meaningful contribution to public health and geriatric care.

TRIAL REGISTRATION: This study was retrospectively registered in Chinese Clinical Trial on October 9, 2022 (ID ChiCTR2200064453).

PMID:39789594 | DOI:10.1186/s12903-024-05388-y