Cargando…

Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA

BACKGROUND: Recurrent pregnancy loss defined as the occurrence of two or more pregnancy losses before 20-24 weeks of gestation, is a prevalent and significant pathological condition that impacts human reproductive health. However, the underlying mechanism of RPL remains unclear. This study aimed to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wei, Changqiang, Wei, Yiyun, Cheng, Jinlian, Tan, Xuemei, Zhou, Zhuolin, Lin, Shanshan, Pang, Lihong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Immunology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10485775/ https://www.ncbi.nlm.nih.gov/pubmed/37691920 http://dx.doi.org/10.3389/fimmu.2023.1241816

Ejemplares similares

Identifying potential biomarkers for non-obstructive azoospermia using WGCNA and machine learning algorithms
por: Tang, Qizhen, et al.
Publicado: (2023)

Screening of novel biomarkers for breast cancer based on WGCNA and multiple machine learning algorithms
por: Jin, Xiaohu, et al.
Publicado: (2023)

Screening of potential biomarkers of system lupus erythematosus based on WGCNA and machine learning algorithms
por: Li, Xiaojian, et al.
Publicado: (2023)

Identification and Verification of Diagnostic Biomarkers for Glomerular Injury in Diabetic Nephropathy Based on Machine Learning Algorithms
por: Han, Hongdong, et al.
Publicado: (2022)

WGCNA combined with machine learning algorithms for analyzing key genes and immune cell infiltration in heart failure due to ischemic cardiomyopathy
por: Kong, XiangJin, et al.
Publicado: (2023)

Integrated analysis of WGCNA and machine learning identified diagnostic biomarkers in dilated cardiomyopathy with heart failure
por: Zhu, Yihao, et al.
Publicado: (2022)

Platelets-related signature based diagnostic model in rheumatoid arthritis using WGCNA and machine learning
por: Liu, Yuchen, et al.
Publicado: (2023)

The Diagnostics and Treatment of Recurrent Pregnancy Loss
por: Tomkiewicz, Julia, et al.
Publicado: (2023)

Identification and validation of immune and oxidative stress-related diagnostic markers for diabetic nephropathy by WGCNA and machine learning
por: Xu, Mingming, et al.
Publicado: (2023)

Identification of Biomarkers Associated with Heart Failure Caused by Idiopathic Dilated Cardiomyopathy Using WGCNA and Machine Learning Algorithms
por: Sun, Mengyi, et al.
Publicado: (2023)

Identification of potentially functional modules and diagnostic genes related to amyotrophic lateral sclerosis based on the WGCNA and LASSO algorithms
por: Daneshafrooz, Narges, et al.
Publicado: (2022)

Establishment and Verification of a Gene Signature for Diagnosing Type 2 Diabetics by WGCNA, LASSO Analysis, and In Vitro Experiments
por: Shao, Huaming, et al.
Publicado: (2022)

Screening of Potential Biomarkers in the Peripheral Serum for Steroid-Induced Osteonecrosis of the Femoral Head Based on WGCNA and Machine Learning Algorithms
por: Zhang, Jian, et al.
Publicado: (2022)

Identification of a Four-Gene Signature With Prognostic Significance in Endometrial Cancer Using Weighted-Gene Correlation Network Analysis
por: Huang, Shijin, et al.
Publicado: (2021)

Identification of diagnostic mRNA biomarkers in whole blood for ankylosing spondylitis using WGCNA and machine learning feature selection
por: Han, Yaguang, et al.
Publicado: (2022)

Identification of Early Diagnostic and Prognostic Biomarkers via WGCNA in Stomach Adenocarcinoma
por: Tan, Ruoyue, et al.
Publicado: (2021)

Identification of Latent Diagnostic Biomarkers and Biological Pathways in Dermatomyositis Based on WGCNA
por: Ouyang, Shaxi, et al.
Publicado: (2021)

Diagnostic factors for recurrent pregnancy loss: an expanded workup
por: Ticconi, Carlo, et al.
Publicado: (2023)

Author Correction: Identification of potentially functional modules and diagnostic genes related to amyotrophic lateral sclerosis based on the WGCNA and LASSO algorithms
por: Daneshafrooz, Narges, et al.
Publicado: (2023)

Identification of Critical Biomarkers and Immune Infiltration in Rheumatoid Arthritis Based on WGCNA and LASSO Algorithm
por: Jiang, Fan, et al.
Publicado: (2022)

Identification and Analysis of Potential Autophagy-Related Biomarkers in Endometriosis by WGCNA
por: Wang, Jing, et al.
Publicado: (2021)

Colon cancer recurrence-associated genes revealed by WGCNA co-expression network analysis
por: Zhai, Xiaofeng, et al.
Publicado: (2017)

Identification of signature genes for renal ischemia‒reperfusion injury based on machine learning and WGCNA
por: Lu, Zechao, et al.
Publicado: (2023)

Identification of key biomarkers of the glomerulus in focal segmental glomerulosclerosis and their relationship with immune cell infiltration based on WGCNA and the LASSO algorithm
por: Zhang, Yun Xia, et al.
Publicado: (2023)

K-Module Algorithm: An Additional Step to Improve the Clustering Results of WGCNA Co-Expression Networks
por: Hou, Jie, et al.
Publicado: (2021)

Screening of Biomarkers in Liver Tissue after Bariatric Surgery Based on WGCNA and SVM-RFE Algorithms
por: Jiang, Yicheng, et al.
Publicado: (2023)

Identification of therapeutic targets and prognostic biomarkers in cholangiocarcinoma via WGCNA
por: Xu, Lei, et al.
Publicado: (2022)

Screening Potential Diagnostic Biomarkers for Age-Related Sarcopenia in the Elderly Population by WGCNA and LASSO
por: Lin, Shangjin, et al.
Publicado: (2022)

Clinical Features and Prognostic Impact of Coexpression Modules Constructed by WGCNA for Diffuse Large B-Cell Lymphoma
por: Xiao, Jianjun, et al.
Publicado: (2020)

MiR-135a-5p suppresses trophoblast proliferative, migratory, invasive, and angiogenic activity in the context of unexplained spontaneous abortion
por: Lu, Yebin, et al.
Publicado: (2022)

Identification and Validation of NK Marker Genes in Ovarian Cancer by scRNA-seq Combined with WGCNA Algorithm
por: He, Xin, et al.
Publicado: (2023)

Oxidative/nitrosative stress increased the risk of recurrent pregnancy loss–Taiwan Recurrent Pregnancy Loss and Environmental Study (TREPLES)
por: Lin, Yu-Jung, et al.
Publicado: (2023)

Identification of Novel Diagnostic Biomarkers in Prostate Adenocarcinoma Based on the Stromal-Immune Score and Analysis of the WGCNA and ceRNA Network
por: Zhang, Tengfei, et al.
Publicado: (2022)

Logic synthesis and verification algorithms
por: Hachtel, Gary D
Publicado: (1996)

Machine learning algorithm-based identification and verification of characteristic genes in acute kidney injury
por: Li, Yinghao, et al.
Publicado: (2022)

Construction and verification of machine vision algorithm model based on apple leaf disease images
por: Ang, Gao, et al.
Publicado: (2023)

Impact of subchorionic hematoma on pregnancy outcomes in women with recurrent pregnancy loss
por: Fu, Zijie, et al.
Publicado: (2023)

Diagnostic Verification System
por: KOLOS, Serguei
Publicado: (2000)

Recurrent pregnancy loss: diagnostic workup after two or three pregnancy losses? A systematic review of the literature and meta-analysis
por: van Dijk, Myrthe M, et al.
Publicado: (2020)

Recurrent Pregnancy Loss and Thrombophilia
por: D’Uva, Maristella, et al.
Publicado: (2010)

Cannot write session to /tmp/vufind_sessions/sess_bv8s67l791310d5ej2qsrfurld