Cervical cancer screening guidelines do not comprehensively define what constitutes high risk. This study developed and validated simple risk-scoring schemes to improve Papanicolaou smear screening for women at high risk. Four cumulative risk score (CRS) schemes were derived respectively for the development of cervical intraepithelial neoplasia grade 1 (CIN1) and grade 2 or worse (CIN2+) using community-based case-control data (n = 1523). By calculating the area under the receiver operating characteristic (AU-ROC) curve, these schemes were validated in a Papanicolaou smear follow-up cohort (n = 967) and a hospital-based cytology screening population (n = 217). A high DNA load of high-risk human papillomavirus (HR-HPV) was the main predictor for CIN1 and CIN2+, although age, married status combined with the number of sexual partners, active and passive smoking and age at sexual debut also affected associated lesions. In the training set, only the HPV-testing-contained CIN2+ CRS scheme presented an excellent discrimination for identifying CIN2+ (AU-ROC = 0.866). Using a CRS cutoff value of 4 to identify CIN2+, the sensitivity and specificity of predicting CIN2+ for the 3- and 5-year follow-ups were 100% and 90.8%, and 83.3% and 90.4%, respectively, in the validation cohort. In the hospital-based validation population, the CRS scheme showed comparable discrimination for CIN2+ detection (sensitivity 88.2% and specificity 84.6%). Women with CRS ≥ 4 had a 5.4% and 9.1% of 3- and 5-year cumulative incidence, respectively, and a 40.5-fold hazard ratio of developing CIN2+. In conclusion, combined with HR-HPV testing and verified risk factors, a simple CRS scheme could effectively improve the implementation of CIN2+ screening.
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http://dx.doi.org/10.1002/ijc.28982 | DOI Listing |
Entropy (Basel)
November 2024
School of Information Science and Technology, Shanghai Tech University, Shanghai 201210, China.
In this work, we unveil the advantages of synergizing cooperative rate splitting (CRS) with user relaying and simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR RIS). Specifically, we propose a novel STAR RIS-assisted CRS transmission framework, featuring six unique transmission modes that leverage various combinations of the relaying protocols (including full duplex-FD and half duplex-HD) and the STAR RIS configuration protocols (including energy splitting-ES, mode switching-MS, and time splitting-TS). With the objective of maximizing the minimum user rate, we then propose a unified successive convex approximation (SCA)-based alternative optimization (AO) algorithm to jointly optimize the transmit active beamforming, common rate allocation, STAR RIS passive beamforming, as well as time allocation (for HD or TS protocols) subject to the transmit power constraint at the base station (BS) and the law of energy conservation at the STAR RIS.
View Article and Find Full Text PDFAdv Mater
January 2025
CAS Center for Excellence in Nanoscience, Beijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing, 100083, China.
Adv Mater
December 2024
Tianjin Key Lab for Rare Earth Materials and Applications, Center for Rare Earth and Inorganic Functional Materials, School of Materials Science and Engineering, National Institute for Advanced Materials, Nankai University, Tianjin, 300350, China.
Currently, there are still obstacles to rationally designing the ligand fields to activate rare-earth (RE) elements with satisfactory intrinsic electrocatalytic reactivity. Herein, axial coordination strategies and nanostructure design are applied for the construction of La single atoms (La-Cl SAs/NHPC) with satisfactory oxygen reduction reaction (ORR) activity. The nontrivial LaNCl motifs configuration and the hierarchical porous carbon substrate that facilitates maximized metal atom utilization ensure high half-wave potential (0.
View Article and Find Full Text PDFLight Sci Appl
November 2024
State Key Laboratory of High Field Laser Physics, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai, 201800, China.
Thermometric techniques with high accuracy, fast response and ease of implementation are desirable for the study of dynamic combustion environments, transient reacting flows, and non-equilibrium plasmas. Herein, single-shot single-beam coherent Raman scattering (SS-CRS) thermometry is developed, for the first time to our knowledge, by using air lasing as a probe. We show that the air-lasing-assisted CRS signal has a high signal-to-noise ratio enabling single-shot measurements at a 1 kHz repetition rate.
View Article and Find Full Text PDFAdv Mater
November 2024
Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong, 999077, China.
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