1
|
Wu H, Zhou D, Zhu J, Tu J. Causal relationship analysis of MRI measurements of major human internal organs and liver disease. Eur J Med Res 2025; 30:268. [PMID: 40211413 PMCID: PMC11987232 DOI: 10.1186/s40001-025-02529-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 03/28/2025] [Indexed: 04/13/2025] Open
Abstract
BACKGROUND This study aimed to explore the causal association between imaging measurement indicators of major internal organs and liver lesions using a two-sample Mendelian randomization (MR) method. METHODS Data from the UK Biobank and GWAS Catalog platform were used to select single nucleotide polymorphisms (SNPs) associated with MRI or derived measurement results of various organ indicators as genetic instrumental variables. Data from the FinnGen project's R9 version were used to select liver lesion outcomes, such as nonalcoholic fatty liver disease (NAFLD), nonalcoholic cirrhosis, and primary hepatocellular carcinoma (HCC). UVMR analysis were utilized variable-by-variable, and MVMR was used to adjust for confounding on significant variables. Steiger directional test, heterogeneity, pleiotropy, and sensitivity tests were conducted to enhance reliability. RESULTS Univariate Mendelian randomization analysis (UVMR) indicated that liver volume (LV), liver fat (LF), and subcutaneous adipose tissue measurement (SATM) are risk factors for NAFLD. The multivariable MR (MVMR) results for NAFLD showed that LV and LF remained significant, while SATM did not. For cirrhosis (NAC), UVMR suggested that LV, LF, and SATM are risk factors, but MVMR results showed that only LV and LF remained significant. Additionally, pancreatic volume (PV) was found to be a protective factor, while splenic volume (SV) was a pathogenic factor for NAC. For HCC, both UVMR and MVMR analyses suggested that LF and liver iron (LI) are risk factors, while SATM did not remain significant in the MVMR analysis. CONCLUSIONS LV, LF, and SATM are associated with NAFLD. In the NAC stage, additional pathogenic effects of PV and SV were observed. The related results for LF and LI support the pathogenic effect of liver iron factors in the HCC stage.
Collapse
Affiliation(s)
- Huanyu Wu
- Department of Radiology, Kunshan Hospital of Chinese Medicine, Suzhou, 215300, China
| | - Danjing Zhou
- Department of Radiology, Kunshan Hospital of Chinese Medicine, Suzhou, 215300, China
| | - Jinggang Zhu
- Department of Radiology, Kunshan Hospital of Chinese Medicine, Suzhou, 215300, China
| | - Jianchun Tu
- Department of Radiology, Kunshan Hospital of Chinese Medicine, Suzhou, 215300, China.
| |
Collapse
|
2
|
Cholongitas E, Tsilingiris D, Diamantopoulou P, Mastrogianni E, Tentolouris A, Karagiannakis D, Moyssakis I, Papatheodoridis GV, Tentolouris N. Association of cardiovascular factors in diabetic patients with non-alcoholic fatty liver disease. Hormones (Athens) 2022; 21:133-145. [PMID: 34716911 DOI: 10.1007/s42000-021-00334-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 10/19/2021] [Indexed: 02/07/2023]
Abstract
PURPOSE To evaluate the association between severity of hepatic steatosis/fibrosis with clinical, laboratory, and echocardiographic characteristics, including visceral obesity and type 2 diabetes mellitus (T2DM)-related micro- and macrovascular complications in diabetic patients with non-alcoholic fatty liver disease (NAFLD). METHODS We studied 60 consecutive NAFLD outpatients with T2DM, recording several demographic and clinical characteristics, trunk and visceral fat, cardiac ultrasound, and micro- and macrovascular complications of diabetes mellitus including microalbuminuria, diabetic peripheral neuropathy, peripheral vascular disease, and cardiac autonomic function. Severity of steatosis and fibrosis was evaluated with abdominal ultrasound and liver stiffness measurements, respectively. RESULTS Twenty-three (41%) of the patients had grade 1 steatosis and mean liver stiffness was 7.5 ± 3 kPa. After applying Bonferroni correction for multiple comparisons, ferritin concentration was the only factor significantly different between patients with mild (grade 1) compared to those with moderate/severe (grade 2/3) steatosis and showed good discriminative ability for the presence of moderate/severe steatosis (AUC: 0.74, sensitivity 88%, specificity 48%, PPV 74%, and NPV 72%). In addition, waist circumference was the only factor associated with the presence of significant fibrosis (≥ F2) with very good discriminative ability (AUC: 0.77, sensitivity 89%, specificity 45%, PPV 75%, and NPV 70%). CONCLUSION Specific clinical and laboratory characteristics, which may be determined via widely accessible and noninvasive techniques, were associated with severity of diabetics NAFLD, taking into account echocardiographic characteristics, visceral obesity, and T2DM-related systemic complications.
Collapse
Affiliation(s)
- Evangelos Cholongitas
- First Department of Internal Medicine, Medical School of National, Laiko General Hospital, Kapodistrian University of Athens, Agiou Thoma 17, 11527, Athens, Greece.
| | - Dimitrios Tsilingiris
- First Department of Propaedeutic Internal Medicine, Medical School, Laiko General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Panagiota Diamantopoulou
- First Department of Internal Medicine, Medical School of National, Laiko General Hospital, Kapodistrian University of Athens, Agiou Thoma 17, 11527, Athens, Greece
| | - Elpida Mastrogianni
- First Department of Internal Medicine, Medical School of National, Laiko General Hospital, Kapodistrian University of Athens, Agiou Thoma 17, 11527, Athens, Greece
| | - Anastasios Tentolouris
- First Department of Propaedeutic Internal Medicine, Medical School, Laiko General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitrios Karagiannakis
- Academic Department of Gastroenterology, Laiko General Hospital, Medical School of National and Kapodistrian University of Athens, Athens, Greece
| | | | - George V Papatheodoridis
- Academic Department of Gastroenterology, Laiko General Hospital, Medical School of National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic Internal Medicine, Medical School, Laiko General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| |
Collapse
|
3
|
Møller S, Kimer N, Kronborg T, Grandt J, Hove JD, Barløse M, Gluud LL. Nonalcoholic Fatty Liver Disease and Cardiovascular Disease: Overlapping Mechanisms. Semin Liver Dis 2021; 41:235-247. [PMID: 33992031 DOI: 10.1055/s-0041-1725022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) denotes a condition with excess fat in the liver. The prevalence of NAFLD is increasing, averaging > 25% of the Western population. In 25% of the patients, NAFLD progresses to its more severe form: nonalcoholic steatohepatitis and >25% of these progress to cirrhosis following activation of inflammatory and fibrotic processes. NAFLD is associated with obesity, type 2 diabetes, and the metabolic syndrome and represents a considerable and increasing health burden. In the near future, NAFLD cirrhosis is expected to be the most common cause for liver transplantation. NAFLD patients have an increased risk of developing cardiovascular disease as well as liver-related morbidity. In addition, hepatic steatosis itself appears to represent an independent cardiovascular risk factor. In the present review, we provide an overview of the overlapping mechanisms and prevalence of NAFLD and cardiovascular disease.
Collapse
Affiliation(s)
- Søren Møller
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Hvidovre, Denmark.,Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Nina Kimer
- Gastro Unit, Medical Division, Copenhagen University Hospital Hvidovre, Denmark.,Bridge Translational Excellence Program, Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Denmark
| | - Thit Kronborg
- Gastro Unit, Medical Division, Copenhagen University Hospital Hvidovre, Denmark
| | - Josephine Grandt
- Gastro Unit, Medical Division, Copenhagen University Hospital Hvidovre, Denmark
| | - Jens Dahlgaard Hove
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Hvidovre, Denmark.,Department of Cardiology, Copenhagen University Hospital, Hvidovre, Denmark
| | - Mads Barløse
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Hvidovre, Denmark
| | - Lise Lotte Gluud
- Department of Clinical Medicine, University of Copenhagen, Denmark.,Gastro Unit, Medical Division, Copenhagen University Hospital Hvidovre, Denmark
| |
Collapse
|
4
|
Su W, Wang Y, Chen K, Wang J, Wang A, Tang X, Yan L, Luo Z, Qin G, Chen L, Ning G, Mu Y. Association between nonalcoholic fatty liver and increased low-level albuminuria in postmenopausal women in China: A cross-sectional study. J Diabetes 2021; 13:494-505. [PMID: 33200507 DOI: 10.1111/1753-0407.13134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 11/01/2020] [Accepted: 11/12/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Several studies have suggested that nonalcoholic fatty liver disease (NAFLD) is associated with cardiovascular disease (CVD). The excretion of low-level albuminuria (LLA) elevates as the prevalence of CVD increases. However, few studies have explored the association between NAFLD and LLA. METHODS This cross-sectional study included 31 147 Chinese adults (7664 men and 23 483 women). The "normal" level of albuminuria as determined by the urinary albumin to creatinine ratio (UACR) was below 30 mg/g. LLA was defined as a higher level within the "normal" albuminuria range (5.54 mg/g < LLA≤29.9 mg/g). The participants with NAFLD were defined as having a fatty liver index (FLI) ≥ 60. The FLI was calculated using the Bedogni equation. RESULTS A positive association was found between UACR and FLI through multivariate linear regression analyses (nonstandardized β ± SE: .047 ± 0.004, P <.001). The logistic regression analyses revealed that NAFLD had adjusted odds ratios (ORs) showing a significant relationship with LLA in models 1 to 4 (all subjects: OR, 1.207; 95% CI, 1.098-1.326; women: OR, 1.43; 95% CI, 1.26-1.63; all P <.001); however, we did not find significant adjusted ORs among the men. In the stratified analyses, the relationship between NAFLD and LLA was significant among postmenopausal women with a body mass index ≥24 but <28 kg/m2 , fasting plasma glucose ≥5.6 but <7.0 mmol/L, or postprandial plasma glucose ≥7.8 but <11.1 mmol/L and those aged below 60 years without moderate-intensity exercise. CONCLUSIONS A noteworthy association between NAFLD and LLA was found among postmenopausal women who had borderline blood glucose values, were overweight, and did not engage in moderate-intensity physical activity.
Collapse
Affiliation(s)
- Wanlu Su
- School of Medicine, Nankai University, Tianjin, China
- Department of Endocrinology, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Yuxia Wang
- Department of Nutrition, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Kang Chen
- Department of Endocrinology, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Jie Wang
- School of Medicine, Nankai University, Tianjin, China
- Department of Endocrinology, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Anping Wang
- Department of Endocrinology, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Xulei Tang
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanz7hou, Gansu, China. Department of Endocrinology, Center Hospital of Dalian, Dalian, China
| | - Li Yan
- Department of Endocrinology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zuojie Luo
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Guijun Qin
- Department of Endocrinology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lulu Chen
- Department of Endocrinology, Union Hospital, Tongji Medical College, Wuhan, China
| | - Guang Ning
- Department of Endocrinology, Shanghai National Research Center for Endocrine and Metabolic Disease, State Key Laboratory of Medical Genomics, Shanghai Institute for Endocrine and Metabolic Disease, Ruijin Hospital. Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yiming Mu
- School of Medicine, Nankai University, Tianjin, China
- Department of Endocrinology, Chinese People's Liberation Army General Hospital, Beijing, China
| |
Collapse
|