Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study

BackgroundAnkylosing Spondylitis (AS) is an inflammatory condition affecting the spine, which may lead to complications such as osteoporosis (OP). Many observational studies have demonstrated a close relationship with strong evidence between OP and AS. The combination of AS and OP is already an indi...

Full description

Bibliographic Details
Published in:Frontiers in Immunology
Main Authors: Jian Mei, Hongxin Hu, Haiqi Ding, Ying Huang, Wenming Zhang, Xiaoqing Chen, Xinyu Fang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1163258/full
_version_ 1851924487702839296
author Jian Mei
Jian Mei
Jian Mei
Hongxin Hu
Hongxin Hu
Hongxin Hu
Haiqi Ding
Haiqi Ding
Ying Huang
Ying Huang
Wenming Zhang
Wenming Zhang
Xiaoqing Chen
Xinyu Fang
Xinyu Fang
author_facet Jian Mei
Jian Mei
Jian Mei
Hongxin Hu
Hongxin Hu
Hongxin Hu
Haiqi Ding
Haiqi Ding
Ying Huang
Ying Huang
Wenming Zhang
Wenming Zhang
Xiaoqing Chen
Xinyu Fang
Xinyu Fang
author_sort Jian Mei
collection DOAJ
container_title Frontiers in Immunology
description BackgroundAnkylosing Spondylitis (AS) is an inflammatory condition affecting the spine, which may lead to complications such as osteoporosis (OP). Many observational studies have demonstrated a close relationship with strong evidence between OP and AS. The combination of AS and OP is already an indisputable fact, but the exact mechanism of AS complicated with OP is unclear. To better prevent and treat OP in patients with AS, it is necessary to understand the specific mechanism of OP in these patients. In addition, there is a study showing that OP is a risk factor for AS, but the causal relationship between them is not yet clear. Therefore, we conducted a bidirectional Mendelian randomization (MR) analysis to determine whether there is a direct causal effect between AS and OP and to investigate the co-inherited genetic information between the two.MethodsBone mineral density (BMD) was used as a phenotype for OP. The AS dataset was taken from the IGAS consortium and included people of European ancestry (9,069 cases and 13,578 controls). BMD datasets were obtained from the GEFOS consortium, a large GWAS meta-analysis study, and the UK Biobank and were categorized based on site (total body (TB): 56,284 cases; lumbar spine (LS): 28,498 cases; femoral neck (FN): 32,735 cases; forearm (FA): 8,143 cases; and heel: 265,627 cases) and age (0-15: 11,807 cases; 15-30: 4,180 cases; 30-45: 10,062 cases; 45-60: 18,062 cases; and over 60: 22,504 cases).To obtain the casual estimates, the inverse variant weighted (IVW) method was mainly used due to its good statistical power and robustness. The presence of heterogeneity was evaluated using Cochran’s Q test. Pleiotropy was assessed utilizing MR-Egger regression and MR-pleiotropy residual sum and outlier (MR-PRESSO).ResultsGenerally, there were no significant causal associations between genetically predicted AS and decreased BMD levels. The results of MR-Egger regression, Weighted Median, and Weighted Mode methods were consistent with those of the IVW method. However, there was a sign of a connection between genetically elevated BMD levels and a decreased risk of AS (Heel-BMD: OR = 0.879, 95% CI: 0.795-0.971, P = 0.012; Total-BMD: OR = 0.948, 95% CI: 0.907-0.990, P = 0.017; LS-BMD: OR = 0.919, 95% CI: 0.861-0.980, P = 0.010). The results were confirmed to be reliable by sensitivity analysis.ConclusionThis MR study found that the causal association between genetic liability to AS and the risk of OP or lower BMD in the European population was not evident, which highlights the second effect (e.g., mechanical reasons such as limited movement) of AS on OP. However, genetically predicted decreased BMD/OP is a risk factor for AS with a causal relationship, implying that patients with OP should be aware of the potential risk of developing AS. Moreover, OP and AS share similar pathogenesis and pathways.
format Article
id doaj-art-8f0bc767f9bf46b1abebbbbf7e4e16cf
institution Directory of Open Access Journals
issn 1664-3224
language English
publishDate 2023-06-01
publisher Frontiers Media S.A.
record_format Article
spelling doaj-art-8f0bc767f9bf46b1abebbbbf7e4e16cf2025-08-19T21:57:01ZengFrontiers Media S.A.Frontiers in Immunology1664-32242023-06-011410.3389/fimmu.2023.11632581163258Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization studyJian Mei0Jian Mei1Jian Mei2Hongxin Hu3Hongxin Hu4Hongxin Hu5Haiqi Ding6Haiqi Ding7Ying Huang8Ying Huang9Wenming Zhang10Wenming Zhang11Xiaoqing Chen12Xinyu Fang13Xinyu Fang14Department of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopedic Surgery, Experimental Orthopedics, Centre for Medical Biotechnology (ZMB), University of Regensburg, Regensburg, GermanyDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedics, Affiliated Hospital of Putian University, Putian, ChinaDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaDepartment of Orthopedic Surgery, Quanzhou First Affiliated Hospital of Fujian Medical University, Quanzhou, ChinaDepartment of Orthopaedic Surgery, Fujian Provincial Institute of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Orthopaedic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, ChinaBackgroundAnkylosing Spondylitis (AS) is an inflammatory condition affecting the spine, which may lead to complications such as osteoporosis (OP). Many observational studies have demonstrated a close relationship with strong evidence between OP and AS. The combination of AS and OP is already an indisputable fact, but the exact mechanism of AS complicated with OP is unclear. To better prevent and treat OP in patients with AS, it is necessary to understand the specific mechanism of OP in these patients. In addition, there is a study showing that OP is a risk factor for AS, but the causal relationship between them is not yet clear. Therefore, we conducted a bidirectional Mendelian randomization (MR) analysis to determine whether there is a direct causal effect between AS and OP and to investigate the co-inherited genetic information between the two.MethodsBone mineral density (BMD) was used as a phenotype for OP. The AS dataset was taken from the IGAS consortium and included people of European ancestry (9,069 cases and 13,578 controls). BMD datasets were obtained from the GEFOS consortium, a large GWAS meta-analysis study, and the UK Biobank and were categorized based on site (total body (TB): 56,284 cases; lumbar spine (LS): 28,498 cases; femoral neck (FN): 32,735 cases; forearm (FA): 8,143 cases; and heel: 265,627 cases) and age (0-15: 11,807 cases; 15-30: 4,180 cases; 30-45: 10,062 cases; 45-60: 18,062 cases; and over 60: 22,504 cases).To obtain the casual estimates, the inverse variant weighted (IVW) method was mainly used due to its good statistical power and robustness. The presence of heterogeneity was evaluated using Cochran’s Q test. Pleiotropy was assessed utilizing MR-Egger regression and MR-pleiotropy residual sum and outlier (MR-PRESSO).ResultsGenerally, there were no significant causal associations between genetically predicted AS and decreased BMD levels. The results of MR-Egger regression, Weighted Median, and Weighted Mode methods were consistent with those of the IVW method. However, there was a sign of a connection between genetically elevated BMD levels and a decreased risk of AS (Heel-BMD: OR = 0.879, 95% CI: 0.795-0.971, P = 0.012; Total-BMD: OR = 0.948, 95% CI: 0.907-0.990, P = 0.017; LS-BMD: OR = 0.919, 95% CI: 0.861-0.980, P = 0.010). The results were confirmed to be reliable by sensitivity analysis.ConclusionThis MR study found that the causal association between genetic liability to AS and the risk of OP or lower BMD in the European population was not evident, which highlights the second effect (e.g., mechanical reasons such as limited movement) of AS on OP. However, genetically predicted decreased BMD/OP is a risk factor for AS with a causal relationship, implying that patients with OP should be aware of the potential risk of developing AS. Moreover, OP and AS share similar pathogenesis and pathways.https://www.frontiersin.org/articles/10.3389/fimmu.2023.1163258/fullMendelian randomizationankylosing spondylitisosteoporosisbone mineral densitysingle nucleotide polymorphismsGWAS
spellingShingle Jian Mei
Jian Mei
Jian Mei
Hongxin Hu
Hongxin Hu
Hongxin Hu
Haiqi Ding
Haiqi Ding
Ying Huang
Ying Huang
Wenming Zhang
Wenming Zhang
Xiaoqing Chen
Xinyu Fang
Xinyu Fang
Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
Mendelian randomization
ankylosing spondylitis
osteoporosis
bone mineral density
single nucleotide polymorphisms
GWAS
title Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
title_full Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
title_fullStr Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
title_full_unstemmed Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
title_short Investigating the causal relationship between ankylosing spondylitis and osteoporosis in the European population: a bidirectional Mendelian randomization study
title_sort investigating the causal relationship between ankylosing spondylitis and osteoporosis in the european population a bidirectional mendelian randomization study
topic Mendelian randomization
ankylosing spondylitis
osteoporosis
bone mineral density
single nucleotide polymorphisms
GWAS
url https://www.frontiersin.org/articles/10.3389/fimmu.2023.1163258/full
work_keys_str_mv AT jianmei investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT jianmei investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT jianmei investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT hongxinhu investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT hongxinhu investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT hongxinhu investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT haiqiding investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT haiqiding investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT yinghuang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT yinghuang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT wenmingzhang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT wenmingzhang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT xiaoqingchen investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT xinyufang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy
AT xinyufang investigatingthecausalrelationshipbetweenankylosingspondylitisandosteoporosisintheeuropeanpopulationabidirectionalmendelianrandomizationstudy