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Nevin Manimala Statistics

Polymorphisms in the Runx2 and osteocalcin genes affect BMD in postmenopausal women: a systematic review and meta-analysis

Endocrine. 2023 Dec 6. doi: 10.1007/s12020-023-03621-2. Online ahead of print.

ABSTRACT

PURPOSE: Runx2 and osteocalcin have pivotal roles in bone homeostasis. Polymorphism of these two genes could alter the function of osteoblasts and consequently bone mineral density (BMD). Attempts to understand the relationship between these polymorphisms and BMD in postmenopausal women across a variety of populations have yielded inconsistent results. This meta-analysis seeks to define the relationship between these polymorphisms with BMD in postmenopausal women.

METHODS: Eligible studies were identified from three electronic databases. Data were extracted from the eligible studies (4 studies on Runx2 and 6 studies on osteocalcin), and associations of Runx2 T > C and osteocalcin HindIII polymorphisms with BMD in postmenopausal women were assessed using standard difference in means (SDM) and 95% confidence intervals (CI) as statistical measures.

RESULTS: A significant difference in the lumbar spine (LS) BMD in postmenopausal women was observed between the TT and CC homozygotes for the Runx2 T > C (SDM = -0.445, p-value = 0.034). The mutant genotypes (CC) showed significantly lower LS BMD in comparison to wild type genotypes under recessive model of genetic analysis (TC + TT vs. CC: SDM = -0.451, p-value = 0.032). For osteocalcin, HindIII polymorphism, the mutant genotypes (HH) was associated with significantly higher BMD for both LS and femoral neck (FN) than the wild type (hh) homozygotes (SDM = 0.152, p-value = 0.008 and SDM = 0.139, p-value = 0.016 for LS and FN, respectively). There was no association between total hip (TH) BMD and the osteocalcin HindIII polymorphism.

CONCLUSIONS: Runx2 T > C and osteocalcin HindIII polymorphisms influence the level of BMD in postmenopausal women and may be used as predictive markers of osteoporosis.

PMID:38055125 | DOI:10.1007/s12020-023-03621-2

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Nevin Manimala Statistics

Efficiency effects of public hospital closures in the context of public hospital reform: a multistep efficiency analysis

Health Care Manag Sci. 2023 Dec 6. doi: 10.1007/s10729-023-09661-4. Online ahead of print.

ABSTRACT

In the wake of hospital reforms introduced in 2011 in Turkey, public hospitals were grouped into associations with joint management and some shared operational and administrative functions, similar in some ways to hospital trusts in the English National Health Service. Reorganization of public hospitals effect hospital and market area characteristics and existence of hospitals. The objective of this study is to examine the effect of closure on competitive hospital performances. Using administrative data from Turkish Public Hospital Statistical Yearbooks for the years 2005 to 2007 and 2014 to 2017, we conducted a three-step efficiency analysis by incorporating data envelopment analysis (DEA) and propensity score matching techniques, followed by a difference-in-differences (DiD) regression. First, we used bootstrapped DEA to calculate the efficiency scores of hospitals that were located near hospitals that had been closed. Second, we used nearest neighbour propensity score matching to form control groups and ensure that any differences between these and the intervention groups could be attributed to being near a hospital that had closed rather than differences in hospital and market area characteristics. Lastly, we employed DiD regression analysis to explore whether being near a closed hospital had an impact on the efficiency of the surviving hospitals while considering the effect of the 2011 hospital reform policies. To shed light on a potential time lag between hospital closure and changes in efficiency, we used various periods for comparison. Our results suggest that the efficiency of public hospitals in Turkey increased in hospitals that were located near hospitals that closed in Turkey from 2011. Hospital closure improves the efficiency of competitive hospitals under hospital market reforms. Future studies may wish to examine the efficiency effects of government and private sector collaboration on competition in the hospital market.

PMID:38055110 | DOI:10.1007/s10729-023-09661-4

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Nevin Manimala Statistics

Statistical prediction alone cannot identify good models of behavior

Behav Brain Sci. 2023 Dec 6;46:e408. doi: 10.1017/S0140525X23001784.

ABSTRACT

The dissociation between statistical prediction and scientific explanation advanced by Bowers et al. for studies of vision using deep neural networks is also observed in several other domains of behavior research, and is in fact unavoidable when fitting large models such as deep nets and other supervised learners, with weak theoretical commitments, to restricted samples of highly stochastic behavioral phenomena.

PMID:38054355 | DOI:10.1017/S0140525X23001784

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Nevin Manimala Statistics

Economic costs associated with unhealthy weight control behaviors among Australian adolescents

Int J Eat Disord. 2023 Dec 6. doi: 10.1002/eat.24107. Online ahead of print.

ABSTRACT

OBJECTIVE: This study explored the relationship between unhealthy weight control behaviors (UWCBs) and their associated economic costs among adolescents using the 2014-2018 Longitudinal Study of Australian Children (LSAC).

METHODS: LSAC data in Wave 6 (n = 3538 adolescents aged 14-15 years), Wave 7 n = 3089 adolescents aged 16-17 years), and Wave 8 (n = 3037 adolescents aged 18-19 years) were derived from a representative sample of Australian adolescents. UWCBs were measured using the self-reported Branched Eating Disorder Test questionnaire. UWCBs were sub-classified into having fasting behaviors, using weight loss supplements or purging behaviors. Economic costs include healthcare and productivity costs to caregivers. Healthcare costs were measured using data from the Medicare and Pharmaceutical Benefits, which includes both medical and pharmaceutical costs. Productivity losses were measured using caregivers’ lost leisure time due to UWCBs among adolescents.

RESULTS: The mixed effect model identified statistically significant higher economic costs (mean difference = $453, 95% CIs $154, $752), higher health care costs (mean difference = $399, 95% CIs $102, $695), and higher productivity costs (mean difference = $59, 95% CIs $29, $90) for adolescents with UWCBs compared to their peers with no UWCBs. Subgroup analysis revealed that higher costs were associated with fasting and purging behaviors.

DISCUSSION: UWCBs were associated with increased economic costs during adolescence. Our finding suggests there should be a policy focus on tackling UWCBs to reduce the economic burden on the healthcare system and society.

PUBLIC SIGNIFICANCE: The study contributes to existing knowledge by investigating the direct healthcare costs and productivity losses associated with unhealthy weight control behaviors in Australian adolescents (14-18 years old) using a dataset that follows Australian adolescents over time. We found that engaging in unhealthy weight control behaviors such as fasting, using weight loss supplements, and purging was linked to higher costs among adolescents, suggesting policies should focus on addressing these behaviors.

PMID:38054343 | DOI:10.1002/eat.24107

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Nevin Manimala Statistics

For deep networks, the whole equals the sum of the parts

Behav Brain Sci. 2023 Dec 6;46:e396. doi: 10.1017/S0140525X23001541.

ABSTRACT

Deep convolutional networks exceed humans in sensitivity to local image properties, but unlike biological vision systems, do not discover and encode abstract relations that capture important properties of objects and events in the world. Coupling network architectures with additional machinery for encoding abstract relations will make deep networks better models of human abilities and more versatile and capable artificial devices.

PMID:38054331 | DOI:10.1017/S0140525X23001541

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Nevin Manimala Statistics

Adolescent Relatedness Through the Lens of Unitary Caring Theory

Nurs Sci Q. 2024 Jan;37(1):48-55. doi: 10.1177/08943184231207372.

ABSTRACT

Caring as a central focus within nursing has evolved into a relational ontology to guide practice and enhance well-being. Caring praxis has the potential to address the complexities of adolescent development and to allow for authentic engagement, breaking down the barriers of resistance to care. It is clear from the alarming statistics related to the prevalence of anxiety and depression in adolescents that teens are in distress. The authors in this article examine the construct of relatedness in adolescence through the lens of the theory of unitary caring and propose a trans-theoretical transdisciplinary model of relatedness that informs adolescent practice.

PMID:38054313 | DOI:10.1177/08943184231207372

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Nevin Manimala Statistics

Psychophysics may be the game-changer for deep neural networks (DNNs) to imitate the human vision

Behav Brain Sci. 2023 Dec 6;46:e388. doi: 10.1017/S0140525X23001759.

ABSTRACT

Psychologically faithful deep neural networks (DNNs) could be constructed by training with psychophysics data. Moreover, conventional DNNs are mostly monocular vision based, whereas the human brain relies mainly on binocular vision. DNNs developed as smaller vision agent networks associated with fundamental and less intelligent visual activities, can be combined to simulate more intelligent visual activities done by the biological brain.

PMID:38054301 | DOI:10.1017/S0140525X23001759

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Nevin Manimala Statistics

HPV testing as an effective triage strategy in the follow-up after fertility-sparing treatment for glandular lesions of the uterine cervix

Int J Gynecol Cancer. 2023 Dec 2:ijgc-2023-004920. doi: 10.1136/ijgc-2023-004920. Online ahead of print.

ABSTRACT

OBJECTIVE: The management and surveillance of glandular pre-cancerous lesions of the uterine cervix present distinct challenges compared with squamous lesions, primarily attributed to the lower effectiveness of diagnostic methods such as cytology or colposcopy. This study aimed to investigate the long-term safety of fertility-sparing treatment for adenocarcinoma in situ and microinvasive adenocarcinoma of the cervix, while identifying factors associated with recurrence, with a particular emphasis on the role of human papillomavirus (HPV) testing.

METHODS: We retrospectively reviewed data from all patients with histopathologically confirmed adenocarcinoma in situ or microinvasive cervical adenocarcinoma who received treatment at a single center between 2002 and 2023. The study involved the examination of consecutive surgical specimens and the follow-up details. Factors associated with recurrence were assessed in a subgroup of patients with available long-term follow-up data (at least 6 months).

RESULTS: In total, 143 patients (112 with adenocarcinoma in situ and 31 with adenocarcinoma) were included in the analysis. Among the 86 patients who underwent fertility-sparing treatment, the recurrence rate was 9% (12% for adenocarcinoma in situ and 4% for adenocarcinoma) during a median follow-up period of 56.6 months (range 7-179). No patients who were HPV negative experienced recurrence during the follow-up period. In contrast, among patients who were HPV positive, the recurrence rate was 38%. Additionally, HPV 16/18 positivity displayed a notable association with a higher risk of recurrence compared with the other high-risk genotypes, although this difference did not reach statistical significance (83% vs 10%; p=0.083, log-rank).

CONCLUSION: Our retrospective study demonstrated a significant association between the risk of recurrence and HPV status during the follow-up period. Consequently, long-term follow-up utilizing HPV testing and genotyping appears to be a secure alternative to a hysterectomy.

PMID:38054269 | DOI:10.1136/ijgc-2023-004920

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Nevin Manimala Statistics

Uterine smooth muscle tumors: a multicenter, retrospective, comparative study of clinical and ultrasound features

Int J Gynecol Cancer. 2023 Dec 2:ijgc-2023-004880. doi: 10.1136/ijgc-2023-004880. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate a wide range of clinical and ultrasound characteristics of different uterine smooth muscle tumors to identify features capable of discriminating between these types.

METHODS: This was a retrospective, multicenter study that included 285 patients diagnosed with uterine smooth muscle tumors (50 leiomyosarcomas, 35 smooth muscle tumors of uncertain malignant potential, and 200 leiomyomas). The patients were divided into three groups based on the histological type of their tumors, and the groups were compared according to the variables collected.

RESULTS: Leiomyosarcomas were more common in older and post-menopausal women. Compared with leiomyomas, smooth muscle tumors of uncertain malignant potential and leiomyosarcomas had similar ultrasound features such as absence of normal myometrium, multilocular appearance, hyper-echogenicity in case of uniform echogenicity, absence of posterior shadows, echogenic areas, and hyperechoic rim. Leiomyosarcomas were larger, had more cystic areas, and were associated with a higher prevalence of pelvic free fluid. Smooth muscle tumors of uncertain malignant potential were characterized by a higher frequency of International Federation of Gynecology and Obstetrics (FIGO) type 6-7, the absence of internal shadows, and, in the case of cystic area, the presence of a regular internal wall. Tumor outline varied among the three histological types. A color score of 1 was typical of leiomyoma, a color score 2 was mainly observed in leiomyomas and smooth muscle tumors of uncertain malignant potential, a color score 3 did not differ among the tumors, while a color of score 4 was related to leiomyosarcomas. When combining color scores 3 and 4, leiomyosarcomas and smooth muscle tumors of uncertain malignant potential showed a high percentage of both circumferential and intra-lesional vascularization. A cooked appearance was not statistically different among the tumors.

CONCLUSIONS: Based on our findings, specific ultrasonographic features as well as age and menopausal status are associated with different uterine smooth muscle tumor types. Integration of these data can help the pre-operative assessment of these lesions for proper management.

PMID:38054268 | DOI:10.1136/ijgc-2023-004880

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Nevin Manimala Statistics

Simultaneous time-of-flight MR angiography and quantitative susceptibility mapping with key time-of-flight features

NMR Biomed. 2023 Dec 6:e5079. doi: 10.1002/nbm.5079. Online ahead of print.

ABSTRACT

A technique for combined time-of-flight (TOF) MR angiography (MRA) and quantitative susceptibility mapping (QSM) was developed with key features of standard three-dimensional (3D) TOF acquisitions, including multiple overlapping thin slab acquisition (MOTSA), ramped RF excitation, and venous saturation. The developed triple-echo 3D TOF-QSM sequence enabled TOF-MRA, susceptibility-weighted imaging (SWI), QSM, and R2* mapping. The effects of ramped RF, resolution, flip angle, venous saturation, and MOTSA were studied on QSM. Six volunteers were scanned at 3 T with the developed sequence, conventional TOF-MRA, and conventional SWI. Quantitative comparison of susceptibility values on QSM and normalized arterial and venous vessel-to-background contrasts on TOF and SWI were performed. The ramped RF excitation created an inherent phase variation in the raw phase. A generic correction factor was computed to remove the phase variation to obtain QSM without artifacts from the TOF-QSM sequence. No statistically significant difference was observed between the developed and standard QSM sequence for susceptibility values. However, maintaining standard TOF features led to compromises in signal-to-noise ratio for QSM and SWI, arising from the use of MOTSA rather than one large 3D slab, higher TOF spatial resolution, increased TOF background suppression due to larger flip angles, and reduced venous signal from venous saturation. In terms of vessel contrast, veins showed higher normalized contrast on SWI derived from TOF-QSM than the standard SWI sequence. While fast flowing arteries had reduced contrast compared with standard TOF-MRA, no statistical difference was observed for slow flowing arteries. Arterial contrast differences largely arise from the longer TR used in TOF-QSM over standard TOF-MRA to accommodate additional later echoes for SWI. In conclusion, although the sequence has a longer TR and slightly lower arterial contrast, provided an adequate correction is made for ramped RF excitation effects on phase, QSM may be performed from a multiecho sequence that includes all key TOF features, thus enabling simultaneous TOF-MRA, SWI, QSM, and R2* map computation.

PMID:38054247 | DOI:10.1002/nbm.5079