Miracle-dz/UniFAR-FTUs huggingface dataset:
The Mobile-Based 6-Minute Walk Test: Usability Study and Algorithm Development and Validation

Background The 6-min walk test (6MWT) is a convenient method for assessing functional capacity in patients with cardiopulmonary conditions. It is usually performed in the context of a hospital clinic and thus requires the involvement of hospital staff and facilities, with their associated costs. Objective This study aimed to develop a mobile phone–based system that allows patients to perform the 6MWT in the community. Methods We developed 2 algorithms to compute the distance walked during a 6MWT using sensors embedded in a mobile phone. One algorithm makes use of the global positioning system to track the location of the phone when outdoors and hence computes the distance travelled. The other algorithm is meant to be used indoors and exploits the inertial sensors built into the phone to detect U-turns when patients walk back and forth along a corridor of fixed length. We included these algorithms in a mobile phone app, integrated with wireless pulse oximeters and a back-end server. We performed Bland-Altman analysis of the difference between the distances estimated by the phone and by a reference trundle wheel on 49 indoor tests and 30 outdoor tests, with 11 different mobile phones (both Apple iOS and Google Android operating systems). We also assessed usability aspects related to the app in a discussion group with patients and clinicians using a technology acceptance model to guide discussion. Results The mean difference between the mobile phone-estimated distances and the reference values was −2.013 m (SD 7.84 m) for the indoor algorithm and −0.80 m (SD 18.56 m) for the outdoor algorithm. The absolute maximum difference was, in both cases, below the clinically significant threshold. A total of 2 pulmonary hypertension patients, 1 cardiologist, 2 physiologists, and 1 nurse took part in the discussion group, where issues arising from the use of the 6MWT in hospital were identified. The app was demonstrated to be usable, and the 2 patients were keen to use it in the long term. Conclusions The system described in this paper allows patients to perform the 6MWT at a place of their convenience. In addition, the use of pulse oximetry allows more information to be generated about the patient’s health status and, possibly, be more relevant to the real-life impact of their condition. Preliminary assessment has shown that the developed 6MWT app is highly accurate and well accepted by its users. Further tests are needed to assess its clinical value.
Chinese-English Speakers’ Perception of Pitch in Their Non-Tonal Language: Reinterpreting English as a Tonal-Like Language

Changing the F0-contour of English words does not change their lexical meaning. However, it changes the meaning in tonal languages such as Mandarin. Given this important difference and knowing that words in the two languages of a bilingual lexicon interact, the question arises as to how Mandarin-English speakers process pitch in their bilingual lexicon. The few studies that addressed this question showed that Mandarin-English speakers did not perceive pitch in English words as native English speakers did. These studies, however, used English words as stimuli failing to examine nonwords and Mandarin words. Consequently, possible pre-lexical effects and L1 transfer were not ruled out. The present study fills this gap by examining pitch perception in Mandarin and English words and nonwords by Mandarin-English speakers and a group of native English controls. Results showed the tonal experience of Chinese-English speakers modulated their perception of pitch in their non-tonal language at both pre-lexical and lexical levels. In comparison to native English controls, tonal speakers were more sensitive to the acoustic salience of F0-contours in the pre-lexical processing due to top-down feedback. At the lexical level, Mandarin-English speakers organized words in their two languages according to similarity criteria based on both F0 and segmental information, whereas only the segmental information was relevant to the control group. These results in perception together with consistently reported production patterns in previous literature suggest that Mandarin-English speakers process pitch in English as if it was a one-tone language.
A SIRPα‐Fc fusion protein enhances the antitumor effect of oncolytic adenovirus against ovarian cancer

Oncolytic viruses armed with therapeutic transgenes of interest show great potential in cancer immunotherapy. Here, a novel oncolytic adenovirus carrying a signal regulatory protein‐α (SIRPα)‐IgG1 Fc fusion gene (termed SG635‐SF) was constructed, which could block the CD47 ‘don't eat me’ signal of cancer cells. A strong promoter sequence (CCAU) was chosen to control the expression of the SF fusion protein, and a 5/35 chimeric fiber was utilized to enhance the efficiency of infection. As a result, SG635‐SF was found to specifically proliferate in hTERT‐positive cancer cells and largely increased the abundance of the SF gene. The SF fusion protein was effectively detected, and CD47 was successfully blocked in SK‐OV3 and HO8910 ovarian cancer cells expressing high levels of CD47. Although the ability to induce cell cycle arrest and cell death was comparable to that of the control empty SG635 oncolytic adenovirus in vitro, the antitumor effect of SG635‐SF was significantly superior to that of SG635 in vivo. Furthermore, CD47 was largely blocked and macrophage infiltration distinctly increased in xenograft tissues of SK‐OV3 cells but not in those of CD47‐negative HepG2 cells, indicating that the enhanced antitumor effect of SG635‐SF was CD47‐dependent. Collectively, these findings highlight a potent antitumor effect of SG635‐SF in the treatment of CD47‐positive cancers.
Association of BMI and major molecular pathological markers of colorectal cancer in men and women.

BACKGROUND Observational studies have consistently shown that a high BMI is associated with increased risk of colorectal cancer (CRC). However, the underlying mechanisms linking obesity to CRC remain unclear. OBJECTIVES To investigate the associations of BMI and CRC by major molecular pathological subtypes of CRC. METHODS This analysis included 2407 cases and 2454 controls from a large German population-based case-control study. Information on recent weight and height as well as other demographic and lifestyle data were obtained by standardized interviews. Multinomial logistic regression was used to estimate ORs and 95% CIs for the associations between BMI and risk of CRC by major molecular pathological features: microsatellite instability (MSI), CpG island methylator phenotype (CIMP), B-Raf proto-oncogene serine/threonine kinase (BRAF) mutation, and Kirsten rat sarcoma viral oncogene homolog gene (KRAS) mutation. RESULTS Among women, a higher BMI was differentially and more strongly associated with risk of MSI CRC (OR per 5 kg/m2: 1.69; 95% CI: 1.34, 2.12; Pheterogeneity ≤ 0.001), CIMP-high CRC (OR per 5 kg/m2: 1.57; 95% CI: 1.30, 1.89; Pheterogeneity ≤ 0.001), BRAF-mutated CRC (OR per 5 kg/m2: 1.56; 95% CI: 1.22, 1.99; Pheterogeneity = 0.04), and KRAS-wildtype CRC (OR per 5 kg/m2: 1.35; 95% CI: 1.17, 1.54; Pheterogeneity = 0.01), compared with the risk of CRC in subjects with the molecular feature counterpart. In men, no meaningful differences in CRC risk were observed for the investigated molecular feature pairs. For the association of BMI with MSI CRC, we observed effect modification by sex (Pinteraction = 0.04). Also, in women, the risk of CRC with the serrated pathway features was more strongly increased with higher BMI than risk of CRC with the traditional pathway features (OR per 5 kg/m2: 1.73; 95% CI: 1.28, 2.34; Pheterogeneity = 0.01). CONCLUSIONS In women, the relation between BMI and MSI-high CRC seems to be stronger than that between BMI and microsatellite-stable CRC. However, a validation in an independent cohort is needed. This observational study was registered at the German Clinical Trials Register (http://www.drks.de; study ID: DRKS00011793), an approved primary register in the WHO network.
A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents

Adolescence is a time of extensive neural restructuring, leaving one susceptible to atypical development. Although neural maturation in humans can be measured using functional and structural MRI, the subtle patterns associated with the initial stages of abnormal change may be difficult to identify, particularly at an individual level. Adolescence is a time of extensive neural restructuring, leaving one susceptible to atypical development. Although neural maturation in humans can be measured using functional and structural MRI, the subtle patterns associated with the initial stages of abnormal change may be difficult to identify, particularly at an individual level. Brain age prediction models may have utility in assessing brain development in an individualized manner, as deviations between chronological age and predicted brain age could reflect one's divergence from typical development. Here, we built a support vector regression model to summarize high-dimensional neuroimaging as an index of brain age in both sexes. Using structural and functional MRI data from two large pediatric datasets and a third clinical dataset, we produced and validated a two-dimensional neural maturation index (NMI) that characterizes typical brain maturation patterns and identifies those who deviate from this trajectory. Examination of brain signatures associated with NMI scores revealed that elevated scores were related to significantly lower gray matter volume and significantly higher white matter volume, particularly in high-order regions such as the prefrontal cortex. Additionally, those with higher NMI scores exhibited enhanced connectivity in several functional brain networks, including the default mode network. Analysis of data from a sample of male and female patients with schizophrenia revealed an association between advanced NMI scores and schizophrenia diagnosis in participants aged 16–22, confirming the NMI's utility as a marker of atypicality. Altogether, our findings support the NMI as an individualized, interpretable measure by which neural development in adolescence may be assessed. SIGNIFICANCE STATEMENT The substantial neural restructuring that occurs during adolescence increases one's vulnerability to aberration. A brain index that is capable of capturing one's conformance with typical development will allow for individualized assessment and enhance our understanding of typical and atypical development. In this analysis, we produce a neural maturation index (NMI) using support vector regression and a large pediatric sample. This index generalizes across multiple cohorts and shows potential in the identification of clinical groups. We also implement a novel method for examining the developmental trajectory through data-driven analysis. The signatures identified by the NMI reflect key stages of the extensive neural development that occurs during adolescence and support its utility as a metric of typical brain development.
EXPERIMENTAL INFECTIONS AND SEROLOGY INDICATE THAT AMERICAN WHITE IBIS (EUDOCIUMUS ALBUS) ARE COMPETENT RESERVOIRS FOR TYPE A INFLUENZA VIRUS

Abstract: The American White Ibis (Eudocimus albus) is a nomadic wading bird common to wetland habitats in the southeastern US. In south Florida, US, habitat depletion has driven many ibis to become highly urbanized. Although they forage in neighborhood parks, artificial wetlands, backyards, and golf courses, the majority continue to nest in natural wetlands, often in dense, mixed species colonies. Adults and juveniles commonly disperse thousands of kilometers to other breeding colonies along the Gulf and southeast Atlantic coasts, presenting the potential for close contact with humans, domestic animals, and other wild bird species. Historically, wading birds were not considered to be significant hosts for influenza A virus (IAV), yet as ibis regularly move among various human, domestic animal, and wildlife interfaces, their potential to be exposed to or infected with IAV deserves attention. We experimentally challenged wild-caught, captive-reared White Ibis (n=20) with IAV, tested wild White Ibis for IAV, and serologically tested wild White Ibis for antibodies to IAV. White Ibis were highly susceptible to experimental challenge with H6N1 and H11N9 IAVs, with cloacal shedding lasting an average of 6 d. All 13 infected birds seroconverted by 14 d postinfection as determined by microneutralization. In contrast, no birds challenged with H3N8 were infected. We tested 118 swabs and 578 serum samples from White Ibis captured in southeastern Florida for IAV infection and antibodies to IAV, respectively. Although no IAVs were isolated, 70.4% serum samples were antibody positive by blocking enzyme-linked immunosorbent assay (bELISA). Neutralizing antibodies to H1–H12 were detected in 96.0% of a subset of bELISA positive birds (n=196) and 81.0% tested antibody positive to two or more hemagglutinin subtypes, indicating that exposure to multiple IAVs is common. These results provide evidence that White Ibis are susceptible and naturally infected with IAV and may represent a component of the IAV natural reservoir system.
Health related quality of life among Saudi children and adolescents with celiac disease

Background/Aims: Celiac disease (CD) is an immune-mediated enteropathy triggered by gluten ingestion in genetically susceptible individuals. This study reports on the quality of life (QOL) of Saudi children and adolescents with CD. Patients and Methods: This is a case control study that included Saudi patients with CD, aged 9-18 years, who attended CD Clinic at KAU between February 2017 and July 2018. The study was conducted using the Short-Form (SF-36) questionnaire for all candidates, CD-specific QOL questionnaire for the CD patients group, and CD screen questionnaire for the control group. Results: Overall, 354 subjects were studied (111 CD patients and 243 control). Female subjects constituted 56.8% of both patient and control groups. In the generic SF-36 questionnaire, QOL was comparable between patients and controls in all domains except for the general health domain, which showed difference in favor of the controls (55.01 ± 26.41 and 62.96 ± 18.16, P = 0.005). We also found that males have lower QOL scores in the domains comprising health change (P = 0.02), physical functioning (P = 0.04, role functioning/emotional and emotional well-being (P = 0.049). The CD-specific QOL showed excellent and good scores for 79.3% of patients overall in the tested domains. Patients with poor adherence showed poor QOL in all generic (SF-36) domains but not in CD-specific domains. Conclusion: The HRQOL for Saudi CD children on GFD is generally comparable to the healthy control with exception of the general health domain. Adherence to the GFD improves the generic (SF-36) QOL domains.
Cognitive abilities and life experience in everyday planning in adolescents with intellectual disabilities: Support for the difference model.

BACKGROUND The literature on planning ability in individuals with intellectual disability (ID) provides no clarity on whether their ability matches their mental age (MA) or not. Perhaps can planning experience explain the mixed results. The current study investigated to what extent cognitive abilities and life experience can explain everyday planning ability in individuals with ID and to what extent results from everyday planning tasks support the developmental or the difference model of ID. METHOD Planning tests, cognitive ability tasks and a self-rated life experience form were administered to 71 adolescents with ID and 62 children with a typical development matched on MA. RESULTS Adolescents with ID exhibited planning ability according to their MA. Regression analyses showed that the predictors of planning differed between the groups. The cognitive measures could predict planning in both groups, but life experience only contributed positively to planning in the MA group, whereas chronological age was negatively correlated with successful planning in the ID group. CONCLUSIONS AND DISCUSSION The results support the difference model of ID. When matched on MA, the individuals with ID will solve the planning task in a qualitatively different manner. Additionally, the participants with ID could not utilise their life experience when solving the planning task, contrary to the MA group. Practitioners should be aware that individuals with ID might need more everyday planning training throughout adolescence. To support adolescents with ID, practitioners may focus on supporting the individual's cognitive abilities rather than relying on their prior knowledge.
Prognostic impact of elevated pre-treatment systemic immune-inflammation index (SII) in hepatocellular carcinoma

Abstract Background: There is a growing literature on the significance of systemic immune-inflammation index in hepatocellular carcinoma. However, the results were inconsistent due to the small sample size and different study endpoints. Therefore, the purpose of this study was to further systematically and comprehensively verify the prognostic role of the SII in HCC. Methods: Several databases were searched systematically, and relevant papers were selected. The main outcome measure was overall survival (OS); the secondary outcome measure was a composite of time to recurrence (TTR), progression-free survival (PFS), and recurrence-free survival (RFS). Results: Ten published retrospective studies involving 2796 HCC patients were included. The results revealed that elevated pre-treatment SII was related to lower OS (HR:1.54, P < .001) and earlier TTR (HR:1.77, P < .001). Conclusions: Elevated SII is a poor prognostic factor for patients with hepatocellular carcinoma. The clinical application of SII is encouraged to evaluate the progress of hepatocellular carcinoma.
The experience of hearing loss in adult survivors of childhood and young adult cancer: A qualitative study

Hearing loss is a prevalent late effect among cancer survivors. Despite the significant social costs, there is a noted delay in seeking care and to the authors' knowledge there are limited data regarding the lived experiences of cancer survivors with hearing loss. The objective of the current study was to explore the lived experience of hearing loss in survivors of childhood and young adult cancers to guide survivorship care.
Temporal Dynam ics of the Neuregulin-ErbB Network in the Murine Prefrontal Cortex across the Lifespan.

Neuregulin-ErbB signaling is essential for numerous functions in the developing, adult, and aging brain, particularly in the prefrontal cortex (PFC). Mouse models with disrupted Nrg and/or ErbB genes are relevant to psychiatric, developmental, and age-related disorders, displaying a range of abnormalities stemming from cortical circuitry impairment. Many of these models display nonoverlapping phenotypes dependent upon the gene target and timing of perturbation, suggesting that cortical expression of the Nrg-ErbB network undergoes temporal regulation across the lifespan. Here, we report a comprehensive temporal expression mapping study of the Nrg-ErbB signaling network in the mouse PFC across postnatal development through aging. We find that Nrg and ErbB genes display distinct expression profiles; moreover, splice isoforms of these genes are differentially expressed across the murine lifespan. We additionally find a developmental switch in ErbB4 splice isoform expression potentially mediated through coregulation of the lncRNA Miat expression. Our results are the first to comprehensively and quantitatively map the expression patterns of the Nrg-ErbB network in the mouse PFC across the postnatal lifespan and may help disentangle the pathway's involvement in normal cortical sequences of events across the lifespan, as well as shedding light on the pathophysiological mechanisms of abnormal Nrg-ErbB signaling in neurological disease.
Application of GMS-5 data in estimation of rainfall distribution

The process of converting GMS-WEFAX imagery into binary data to calculate surface and cyclonic rain in and around Bangladesh was presented in this study. Satellite rainfall was calculated from GMS-5 data for the months of June-July 1996 using GMS Precipitation Index (GPI) and Convective Stratiform Technique (CST). The rainfall calculated by GPI and CST was calibrated with that of calculated by rain gauge. On an average for June-July 1996, daily rainfall calculated by rain gauge, CST and GPI was 14 mm, 14.5 mm and 27.5 mm respectively. The regression equation was obtained for both GPI and CST analyses to calculate surface rain from satellite data. The CST method was found better than the GPI method in calculating surface rain. Then cyclonic rain was obtained using CST method on the event of a Cyclone occurred 27-30 October 1999 over the Bay of Bengal.
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation

Federated learning obtains a central model on the server by aggregating models trained locally on clients. As a result, federated learning does not require clients to upload their data to the server, thereby preserving the data privacy of the clients. One challenge in federated learning is to reduce the client–server communication since the end devices typically have very limited communication bandwidth. This article presents an enhanced federated learning technique by proposing an asynchronous learning strategy on the clients and a temporally weighted aggregation of the local models on the server. In the asynchronous learning strategy, different layers of the deep neural networks (DNNs) are categorized into shallow and deep layers, and the parameters of the deep layers are updated less frequently than those of the shallow layers. Furthermore, a temporally weighted aggregation strategy is introduced on the server to make use of the previously trained local models, thereby enhancing the accuracy and convergence of the central model. The proposed algorithm is empirically on two data sets with different DNNs. Our results demonstrate that the proposed asynchronous federated deep learning outperforms the baseline algorithm both in terms of communication cost and model accuracy.
LONELINESS FOLLOWING WIDOWHOOD: THE ROLE OF THE MILITARY AND SOCIAL SUPPORT

Abstract Social support provides important benefits following widowhood. One context promoting social support throughout life may be the military, where benefits extend to both service members and their spouses. A substantial proportion of older men served in the military, so many widowed women today were married to veterans. We tested two hypotheses: 1) surviving military spouses will experience lower persistent loneliness following widowhood compared to their nonmilitary counterparts, and 2) this benefit is explained by increased emotional and structural social support. Our study uses the Health and Retirement Study (HRS) to examine changes in loneliness following widowhood among spouses of veterans and nonveterans. We used OLS regression and mediation tests to address our hypotheses. Overall, results supported our hypotheses. Widows of veterans reported lower levels of loneliness following widowhood compared to nonveteran widows (=-0.122; p<0.05). Emotional and structural social support mediated the relationship between veteran status of the deceased spouse and loneliness. Specifically, the beneficial effect of veteran status was reduced by almost 50% and became nonsignificant. Our findings suggest the military may facilitate lifelong cultivation of social support that flows not only to veterans but also to their families. These findings are suggest that the military may offer important opportunities to cultivate emotional and structural social supports that enhance the ability of veteran wives to more readily adjust to widowhood. Additionally, they emphasize the importance of having social support in later life when faced with adversity, as it seems to ameliorate some of the negative effects.