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Objectives: (i) To develop sex-specific reference equations to predict distance walked (6MWD) in the 6-minute walk test (6MWT), in healthy subjects aged 45-85 years, from different geographic areas of Spain; and (ii) to compare developed equations with previously published in a large sample of COPD patients.
Methods: First, a cross-sectional multicentre sample of randomly selected healthy subjects from 17 Spanish hospitals and universities performed two 6MWT. Linear regression and fractional polynomial modelling were used to develop the equations. Second, the developed equations were applied to 715 COPD patients from Spanish primary care centres and hospitals, and the % predicted 6MWD obtained was compared with previously published equations using Dunnett's multiple comparisons test.
Results: 568 healthy subjects were included (51% females, mean (SD) age 62 (11) years), walked a 6MWD of 615 (113) and 557 (93)m in males and females, respectively. The developed equations included age, weight and height, and explained 43% and 51% of the 6MWD variance for males and females, respectively. In the COPD sample (n=715, 14% females, 68 (9) years, FEV 61 (18) % predicted, 6MWD 464 (97)m), only 1 out of 9 previously published equations for males, and 6 out of 9 for females predicted 6MWD values similar to those of the newly developed Spanish reference equations.
Conclusions: The newly developed reference equations provide a more valid prediction of 6MWD in Spanish adults with COPD compared to previously published equations. We suggest their use in future research and clinical practice for the Spanish adult population.
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http://dx.doi.org/10.1016/j.arbres.2025.01.005 | DOI Listing |
J Chem Phys
September 2025
Theoretical Physics IV, University of Bayreuth, 95447 Bayreuth, Germany.
Density functional theory (DFT) is a cornerstone of modern electronic structure theory. In the Kohn-Sham scheme, the many-electron Schrödinger equation is replaced by a set of effective single-particle equations. Thus, the full complexity of the quantum mechanical many-particle effects is mapped to the exchange-correlation potential vxc(r).
View Article and Find Full Text PDFJ Food Sci Technol
October 2025
Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, 141004 Punjab India.
Unlabelled: Tocopherol content and composition (, ) in seeds are normally determined using wet chemistry methods, which are time-consuming, labor-intensive, and hazardous to human health. We attempted the development and validation of the first near-infrared reflectance spectroscopy (NIRS) model as a quick alternative. A total of 356 seed samples were collected from a germplasm diversity set of 178 genotypes.
View Article and Find Full Text PDFSTAR Protoc
September 2025
Zhejiang Key Laboratory of Industrial Intelligence and Digital Twin, Eastern Institute of Technology, Ningbo, Zhejiang 315200, China; Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, Guangdong 518000, P.R. China. Electronic address:
The relationship between terrain and precipitation is a crucial aspect of climate science. Here, we describe a protocol for uncovering the underlying laws governing this relationship via interpretable artificial intelligence. We describe the steps for preparing datasets, constructing algorithms, and discovering explicit equations.
View Article and Find Full Text PDFClin Anat
September 2025
Department of Anatomy, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
Meticulous determination of the time since death (TSD) is critical in certain criminal investigations. This study aimed to identify optimal markers for TSD estimation and develop a mathematical model applicable under varying conditions. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) and β-Actin (ACTB) mRNA levels were analyzed in 10 human skeletal muscle samples using real-time quantitative PCR at eight time intervals (6, 12, 18, 24, 30, 36, 42, and 48 h) within 48 h postmortem at 25°C.
View Article and Find Full Text PDFJ Acoust Soc Am
September 2025
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai 200240, China.
This paper presents a semi-analytical method, referred to as the linear-velocity-profile fast field program (LFFP), for predicting two-dimensional sound fields in ambient parallel mean flows. The proposed method incorporates the linear velocity layering method into the fundamental framework of fast field program (FFP) to achieve reduced computational costs and enhanced precision, particularly under high-velocity gradient conditions. The accuracy of LFFP is validated through a two-dimensional jet case by comparison with the linearized Euler equation in frequency-domain.
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