Frontiers in Medicine | Rheumatology

Original Research

Published on 05 Nov 2025

A SHAP-interpretable machine learning framework for predicting delayed discharge in ambulatory total knee arthroplasty: comparative validation of 14 models

in Rheumatology

Jiabin Feng
Fei Yuan
Pan Luo
Rang Chen
Binghu Jiang
Bin Li
Fang Luo
Li Sun
Bo Li

Frontiers in Medicine

doi 10.3389/fmed.2025.1714792

1,282 views

Review

Published on 05 Nov 2025

Beyond joints: the importance of animal models in exploring rheumatoid arthritis comorbidities

in Rheumatology

Miguel Marco-Bonilla
Maria Fresnadillo
Macarena de la Riva-Bueno
Gabriel Herrero-Beaumont
Miguel Angel González-Gay
Raquel Largo
Aránzazu Mediero

Frontiers in Medicine

doi 10.3389/fmed.2025.1693610

961 views

Original Research

Published on 03 Nov 2025

Identification of anoikis-related genes and immune infiltration characteristics in Sjögren’s syndrome based on machine learning

in Rheumatology

Lei Wang
Ziqi Xu
Xinpeng Zhou
Ying Liu
Mengjie Wang

Frontiers in Medicine

doi 10.3389/fmed.2025.1661259

1,346 views

Original Research

Published on 30 Oct 2025

Health-related quality of life and disease activity in rheumatoid arthritis: a cross-sectional study in West Java, Indonesia

in Rheumatology

Yudisia Ausi
Rano K. Sinuraya
Sumartini Dewi
Melisa I. Barliana
Maarten J. Postma
Auliya A. Suwantika

Frontiers in Medicine

doi 10.3389/fmed.2025.1682924

1,448 views
1 citation

Original Research

Published on 27 Oct 2025

Comparison of gait characteristics between affected and unaffected sides in patients with meniscus lesions: insights from dynamic analysis

in Rheumatology

Lin Ma
LiuFeng Xiao
Pan Huang
Dianwei Li
Yunjiao Wang
Peiyao Liang
Yonghua Chen
Lin Guo

Frontiers in Medicine

doi 10.3389/fmed.2025.1683174

1,244 views

Systematic Review

Published on 17 Oct 2025

Risk factors of osteonecrosis in patients with systemic lupus erythematosus: a meta-analysis

in Rheumatology

Xiang Zhou
Yijie Chai

Frontiers in Medicine

doi 10.3389/fmed.2025.1694721

1,610 views

Original Research

Published on 17 Oct 2025

Choroidal thickness as a biomarker of systemic inflammation in patients with polymyalgia rheumatica

in Rheumatology

Laura Trives-Folguera
Santiago Muñoz-Fernández
María del Mar Esteban-Ortega
Raquel Coca-Serrano
Tatiana Cobo-Ibañez
Cristina Vergara-Dangond
Liz Romero-Bogado
Isabel de la Cámara-Fernández
Patricia Richi
María Beatriz Paredes

Frontiers in Medicine

doi 10.3389/fmed.2025.1689327

1,256 views

Systematic Review

Published on 16 Oct 2025

The effect of metformin in clinical studies on knee osteoarthritis: an updated systematic review and meta-analysis

in Rheumatology

Xiaoqi Guo
Haibin Xie
Yuanfan Liu
Jianye Hou
Haochen Tan
Lin Miao
Ying Xu
Ye Tian

Frontiers in Medicine

doi 10.3389/fmed.2025.1652732

2,417 views

Review

Published on 15 Oct 2025

Autoimmune inflammation as a key risk factor for heart failure with preserved ejection fraction: the different types of inflammation driving to HFpEF

in Rheumatology

Elisa Gremese
Dario Bruno
Simone Perniola
Jacopo Ceolan
Gianfranco Ferraccioli

Frontiers in Medicine

doi 10.3389/fmed.2025.1557312

3,237 views
1 citation

Original Research

Published on 13 Oct 2025

Immune checkpoint-induced arthritis: a comprehensive single-cohort descriptive analysis from clinical evaluation to histology

in Rheumatology

Laurent Meric de Bellefon
Francesco Natalucci
Adrien Nzeusseu Toukap
Tatiana Sokolova
Christine Galant
Frank Aboubakar
Jean-François Baurain
Frank Cornélis
Ivan Borbath
Patrick Durez

Frontiers in Medicine

doi 10.3389/fmed.2025.1638139

1,891 views

Case Report

Published on 13 Oct 2025

Case Report: Spontaneous pneumomediastinum in a patient with MDA5-positive dermatomyositis and severe pulmonary fibrosis

in Rheumatology

M. Rizzo
C. Braga
M. Raschellà
B. Maranini
G. Schifino
A. Carnevale
M. Govoni
A. Lo Monaco

Frontiers in Medicine

doi 10.3389/fmed.2025.1646791

2,185 views

Original Research

Published on 10 Oct 2025

Association of ABCB1 and MTHFR genetic polymorphisms with rheumatoid arthritis susceptibility in a Chinese population

in Rheumatology

Yanfei Chen
Jirong Wu
Qiaomei Dong
Juan Li

Frontiers in Medicine

doi 10.3389/fmed.2025.1660473

1,401 views

Original Research

Published on 10 Oct 2025

Association between pan-immune-inflammation value and bone turnover markers in Chinese patients with osteoporotic fractures: a retrospective cross-sectional study

in Rheumatology

Jia-hao Wang
Meng-cheng Zhu
Chong Li
Guo-hua Wang
Ke Lu
Yan-ming Hao

Frontiers in Medicine

doi 10.3389/fmed.2025.1660376

1,335 views

Original Research

Published on 09 Oct 2025

Unveiling health inequalities and frontier gaps in elderly-onset rheumatoid arthritis: evolving impact of smoking and future challenges

in Rheumatology

Yan Gao
Chen Jia
Hailong Yu
Wenfeng Han
Ning Wang
Bin Zheng
Aoxiang Yang
Yu Wang

Frontiers in Medicine

doi 10.3389/fmed.2025.1664232

1,370 views

Original Research

Published on 08 Oct 2025

Serum levels of EphA2 are elevated in knee osteoarthritis and associated with disease severity

in Rheumatology

Maping Xiao
Lei Ji
Shuang Feng
Wenbin Qian

Frontiers in Medicine

doi 10.3389/fmed.2025.1639458

1,285 views

Original Research

Published on 02 Oct 2025

Central obesity in psoriatic arthritis: associations with disease activity, function, and quality of life in a real-world cohort

in Rheumatology

Salvatore Corrao
Salvatore Scibetta
Luigi Calvo
Marika Lo Monaco
Raffaella Mallaci Bocchio
Giuseppe Natoli
Antonella Montalbano
Ignazio Cangemi
Christiano Argano

Frontiers in Medicine

doi 10.3389/fmed.2025.1684641

2,102 views

General Commentary

Published on 25 Sep 2025

Commentary: Fu's subcutaneous needling for knee osteoarthritis: a systematic review and meta-analysis

in Rheumatology

Doori Kim
Yoon Jae Lee
In-Hyuk Ha

Frontiers in Medicine

doi 10.3389/fmed.2025.1693393

1,523 views

Original Research

Published on 23 Sep 2025

Identification of shared biomarkers and potential therapeutic targets for antiphospholipid syndrome and recurrent miscarriage by integrated bioinformatics analysis and machine learning

in Rheumatology

Su Zhang
Yifang Zhang
Jing Xu
Weitao Hu
Xiaolan Huang
Xiaoqing Chen

Frontiers in Medicine

doi 10.3389/fmed.2025.1639277

2,544 views

Original Research

Published on 22 Sep 2025

Anti-Porphyromonas gingivalis lipopolysaccharide antibody in rheumatoid arthritis patients with emphysema

in Rheumatology

Shomi Oka
Takashi Higuchi
Kota Shimada
Misuzu Fujimori
Atsushi Hashimoto
Akiko Komiya
Koichiro Saisho
Norie Yoshikawa
Michita Suzuki
Toshihiro Matsui

Frontiers in Medicine

doi 10.3389/fmed.2025.1654271

1,701 views
1 citation

Editorial

Published on 16 Sep 2025

Editorial: Advances in understanding and managing systemic sclerosis-associated interstitial lung disease: bridging prognostic biomarkers to therapeutic innovations

in Rheumatology

Gonçalo Boleto
Tânia Santiago
Cristiana Sieiro Santos

Frontiers in Medicine

doi 10.3389/fmed.2025.1683554

1,632 views
1 citation

Systematic Review

Published on 15 Sep 2025

Nutrition and diet in rheumatoid arthritis, axial spondyloarthritis, and psoriatic arthritis: a systematic review

in Rheumatology

Kaat Van den Bruel
Myroslava Kulyk
Barbara Neerinckx
Kurt De Vlam

Frontiers in Medicine

doi 10.3389/fmed.2025.1655165

5,419 views

Original Research

Published on 15 Sep 2025

Characterization of sarcoidosis at a combined rheumatology-pulmonary clinic

in Rheumatology

Megan Schermerhorn
Daniel Seifer
Julianna Desmarais

Frontiers in Medicine

doi 10.3389/fmed.2025.1646747

1,183 views

Brief Research Report

Published on 15 Sep 2025

Imaging findings in patients with axial spondyloarthritis presenting with recurrent fever attacks: data from the international AIDA network spondyloarthritis registry

in Rheumatology

Nunzia Di Meglio
Cristian Sica
Antonio Vitale
Valeria Caggiano
Armando Perrella
Vito Di Martino
Margherita Di Stefano
Mauro Fratarcangeli
Giulio Bagnacci
Piero Ruscitti

Frontiers in Medicine

doi 10.3389/fmed.2025.1662890

2,184 views

Study Protocol

Published on 12 Sep 2025

Formulation A in the prevention of rheumatoid arthritis: a study protocol for a multicenter randomized controlled trial

in Rheumatology

Kaixin Gao
Yu Wen
Yihang Yu
Jianhong Peng
Weidong Liang
Zhengdong Shen
Lei Zhang
Yongliang Chu
Liyan Mei
Haifang Du

Frontiers in Medicine

doi 10.3389/fmed.2025.1623474

2,113 views

1,059 articles

articles

A SHAP-interpretable machine learning framework for predicting delayed discharge in ambulatory total knee arthroplasty: comparative validation of 14 models

Beyond joints: the importance of animal models in exploring rheumatoid arthritis comorbidities

Identification of anoikis-related genes and immune infiltration characteristics in Sjögren’s syndrome based on machine learning

Health-related quality of life and disease activity in rheumatoid arthritis: a cross-sectional study in West Java, Indonesia

Comparison of gait characteristics between affected and unaffected sides in patients with meniscus lesions: insights from dynamic analysis

Risk factors of osteonecrosis in patients with systemic lupus erythematosus: a meta-analysis

Choroidal thickness as a biomarker of systemic inflammation in patients with polymyalgia rheumatica

The effect of metformin in clinical studies on knee osteoarthritis: an updated systematic review and meta-analysis

Autoimmune inflammation as a key risk factor for heart failure with preserved ejection fraction: the different types of inflammation driving to HFpEF

Immune checkpoint-induced arthritis: a comprehensive single-cohort descriptive analysis from clinical evaluation to histology

Case Report: Spontaneous pneumomediastinum in a patient with MDA5-positive dermatomyositis and severe pulmonary fibrosis

Association of ABCB1 and MTHFR genetic polymorphisms with rheumatoid arthritis susceptibility in a Chinese population

Association between pan-immune-inflammation value and bone turnover markers in Chinese patients with osteoporotic fractures: a retrospective cross-sectional study

Unveiling health inequalities and frontier gaps in elderly-onset rheumatoid arthritis: evolving impact of smoking and future challenges

Serum levels of EphA2 are elevated in knee osteoarthritis and associated with disease severity

Central obesity in psoriatic arthritis: associations with disease activity, function, and quality of life in a real-world cohort

Commentary: Fu's subcutaneous needling for knee osteoarthritis: a systematic review and meta-analysis

Identification of shared biomarkers and potential therapeutic targets for antiphospholipid syndrome and recurrent miscarriage by integrated bioinformatics analysis and machine learning

Anti-Porphyromonas gingivalis lipopolysaccharide antibody in rheumatoid arthritis patients with emphysema

Editorial: Advances in understanding and managing systemic sclerosis-associated interstitial lung disease: bridging prognostic biomarkers to therapeutic innovations

Nutrition and diet in rheumatoid arthritis, axial spondyloarthritis, and psoriatic arthritis: a systematic review

Characterization of sarcoidosis at a combined rheumatology-pulmonary clinic

Imaging findings in patients with axial spondyloarthritis presenting with recurrent fever attacks: data from the international AIDA network spondyloarthritis registry

Formulation A in the prevention of rheumatoid arthritis: a study protocol for a multicenter randomized controlled trial