1
|
Jiang R, Sun C, Yang Y, Sun Q, Bai X. Causal relationship between chronic obstructive pulmonary disease and heart failure: A Mendelian randomization study. Heart Lung 2024; 67:12-18. [PMID: 38631108 DOI: 10.1016/j.hrtlng.2024.04.007] [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: 08/30/2023] [Revised: 04/03/2024] [Accepted: 04/03/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Causal association between chronic obstructive pulmonary disease (COPD) and heart failure (HF) has been controversial. This study used Mendelian Randomization (MR) analysis to clarify the potential causal connection between these two conditions. OBJECTIVES The purpose of the study was to investigate the causal relationship between COPD and HF based on the hypothesis that the genetic predisposition to COPD could lead to an increased risk of developing HF METHODS: A two-sample MR analysis of genetic data was performed for COPD and HF. This study was based on genome-wide association study (GWAS) data, including 6,915 patients with confirmed COPD and 186,723 controls. The odds ratios (ORs) and their 95 % confidence intervals (95 %CIs) were estimated using a fixed effects inverse variance weighting (IVW) method. Several supplementary statistical methods, including MR-Egger, weighted median, maximum likelihood, penalized weighted median, and random effects IVW, were applied to enhance the robustness of findings. Moreover, MR-PRESSO was employed as an alternative method for statistical detection. RESULTS Pooled data for HF were obtained from different GWASs, including 4,7309 confirmed HF patients and 930,014 controls. The MR analysis, based on the IVW model, revealed that COPD was significantly associated with an increased risk of HF. Specifically, the obtained findings showed that COPD patients had a higher risk of developing HF (Model 1: OR = 1.068, 95 %CI: 1.006-1.134, p = 0.031; Model 2: OR = 1.038, 95 %CI: 1.006-1.071, p = 0.020), indicating a causal relationship between COPD and HF. No evidence was found to suggest a reverse causal effect of HF on COPD incidence. CONCLUSION The MR analysis substantiates a causal link between COPD and HF, with no evidence supporting a reverse causation from HF to COPD. These findings underscore the importance of proactive COPD management as a potential strategy to prevent the development of HF, highlighting the need for targeted interventions in patients with COPD to mitigate their risk of HF.
Collapse
Affiliation(s)
- Rui Jiang
- Department of Cardiology, Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Chang Sun
- Department of Cardiology, Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Ying Yang
- Department of Cardiology, Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Qi Sun
- Department of Cardiology, Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China
| | - Xiuping Bai
- Department of Cardiology, Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, PR China.
| |
Collapse
|
2
|
Kember AJ, Anderson JL, Gorazd NE, House SC, Kerr KE, Torres Loza PA, Reuter DG, Hobson SR, Goergen CJ. Maternal posture-physiology interactions in human pregnancy: a narrative review. Front Physiol 2024; 15:1370079. [PMID: 39100275 PMCID: PMC11294255 DOI: 10.3389/fphys.2024.1370079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 07/02/2024] [Indexed: 08/06/2024] Open
Abstract
There are several well-known medical conditions in which posture and gravity interact with natural history, including pregnancy. In this review, we provide a comprehensive overview of interactions between maternal posture and maternal physiology and pathophysiology at rest during pregnancy. We conducted a systematic literature search of the MEDLINE database and identified 644 studies from 1991 through 2021, inclusive, that met our inclusion criteria. We present a narrative review of the resulting literature and highlight discrepancies, research gaps, and potential clinical implications. We organize the results by organ system and, commencing with the neurological system, proceed in our synthesis generally in the craniocaudal direction, concluding with the skin. The circulatory system warranted our greatest and closest consideration-literature concerning the dynamic interplay between physiology (heart rate, stroke volume, cardiac output, blood pressure, and systemic vascular resistance), pathophysiology (e.g., hypertension in pregnancy), and postural changes provide an intricate and fascinating example of the importance of the subject of this review. Other organ systems discussed include respiratory, renal, genitourinary, gastrointestinal, abdominal, and endocrine. In addition to summarizing the existing literature on maternal posture-physiology interactions, we also point out gaps and opportunities for further research and clinical developments in this area. Overall, our review provides both insight into and relevance of maternal posture-physiology interactions vis à vis healthcare's mission to improve health and wellness during pregnancy and beyond.
Collapse
Affiliation(s)
- Allan J. Kember
- Temerty Faculty of Medicine, Department of Obstetrics and Gynaecology, University of Toronto, Toronto, ON, Canada
- Shiphrah Biomedical Inc., Toronto, ON, Canada
| | - Jennifer L. Anderson
- Larner College of Medicine, University of Vermont, Burlington, VT, United States
| | - Natalyn E. Gorazd
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, United States
| | - Sarah C. House
- Temerty Faculty of Medicine, Medical Education, University of Toronto, Toronto, ON, Canada
| | - Katherine E. Kerr
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, United States
| | - Paula A. Torres Loza
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, United States
| | - David G. Reuter
- Cardiac Innovations, Seattle Children’s, Seattle, WA, United States
| | - Sebastian R. Hobson
- Temerty Faculty of Medicine, Department of Obstetrics and Gynaecology, University of Toronto, Toronto, ON, Canada
- Temerty Faculty of Medicine, Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Maternal-Fetal Medicine Division, Mount Sinai Hospital, Toronto, ON, Canada
| | - Craig J. Goergen
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, United States
| |
Collapse
|
3
|
Peng S, Chen Q, Ke W, Wu Y. The relationship between serum anion gap levels and short-, medium-, and long-term all-cause mortality in ICU patients with congestive heart failure: a retrospective cohort study. Acta Cardiol 2024:1-15. [PMID: 38953283 DOI: 10.1080/00015385.2024.2371627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 06/18/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND There hasn't been research done on the connection between serum anion gap (AG) levels and long-, medium-, and short-term all-cause mortality in congestive heart failure (CHF) patients. This study aims to investigate the association between serum anion gap levels and all-cause mortality in CHF patients after adjusting for other covariates. METHODS For each patient, we gather demographic information, comorbidities, laboratory results, vital signs, and scoring data using the ICU (Intensive Care Unit) Admission Scoring System from the MIMIC-III database. The connection between baseline AG and long-, medium-, and short-term all-cause mortality in critically ill congestive heart failure patients was investigated using Kaplan-Meier survival curves, subgroup analysis, restricted cubic spline, and Cox proportional risk analysis. RESULTS 4840 patients with congestive heart failure in total were included in this study. With a mean age of 72.5 years, these patients had a gender split of 2567 males and 2273 females. After adjusting for other covariates, a multiple regression analysis revealed that, in critically ill patients with congestive heart failure, all-cause mortality increased significantly with rising AG levels. In the fully adjusted model, we discovered that AG levels were strongly correlated with 4-year, 365-day, 90-day, and 30-day all-cause mortality in congestive heart failure patients with HRs (95% CI) of 1.06 (1.04, 1.08); 1.08 (1.05, 1.10); and 1.08 (1.05, 1.11) (p-value < 0.05). Our subgroup analysis's findings demonstrated a high level of consistency and reliability. K-M survival curves demonstrate that high serum AG levels are associated with a lower survival probability. CONCLUSION Our research showed the association between CHF patients' all-cause mortality and anion gap levels was non-linear. Elevated anion gap levels are associated with an increased risk of long-, medium-, and short-term all-cause death in patients with congestive heart failure. Continuous monitoring of changes in AG levels may have a clinical predictive role.
Collapse
Affiliation(s)
- Shixuan Peng
- Department of Oncology, Graduate Collaborative Training Base of The First People's Hospital of Xiangtan City, Hengyang Medical School, University of South China, Hengyang, Hunan, China
- Department of Pathology, Xiangtan Center Hospital, Xiangtan, China
- Department of Pathology, The Affiliated Xiangtan Center Hospital of Hunan University, Xiangtan Hunan, China
| | - Qisheng Chen
- Department of Anesthesiology, The First People's Hospital, the Affiliated Chenzhou Hospital, Hengyang Medical School, University of South China, Chenzhou, Hunan, China
| | - Weiqi Ke
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Yongjun Wu
- Department of Pathology, Xiangtan Center Hospital, Xiangtan, China
- Department of Pathology, The Affiliated Xiangtan Center Hospital of Hunan University, Xiangtan Hunan, China
| |
Collapse
|
4
|
Shi Y, Yu C. U shape association between triglyceride glucose index and congestive heart failure in patients with diabetes and prediabetes. Nutr Metab (Lond) 2024; 21:42. [PMID: 38956581 PMCID: PMC11221084 DOI: 10.1186/s12986-024-00819-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 06/24/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND While previous population studies have shown that higher triglyceride-glucose (TyG) index values are associated with an increased risk of congestive heart failure (CHF), the relationship between TyG and CHF in patients with abnormal glucose metabolism remains understudied. This study aimed to evaluate the association between TyG and CHF in individuals with diabetes and prediabetes. METHODS The study population was derived from the National Health and Nutrition Examination Survey (NHANES) spanning from 1999 to 2018. The exposure variable, TyG, was calculated based on triglyceride and fasting blood glucose levels, while the outcome of interest was CHF. A multivariate logistic regression analysis was employed to assess the association between TyG and CHF. RESULTS A total of 13,644 patients with diabetes and prediabetes were included in this study. The results from the fitting curve analysis demonstrated a non-linear U-shaped correlation between TyG and CHF. Additionally, linear logistic regression analysis showed that each additional unit of TyG was associated with a non-significant odds ratio (OR) of 1.03 (95%CI: 0.88-1.22, P = 0.697) for the prevalence of CHF. A two-piecewise logistic regression model was used to calculate the threshold effect of the TyG. The log likelihood ratio test (p < 0.05) indicated that the two-piecewise logistic regression model was superior to the single-line logistic regression model. The TyG tangent point was observed at 8.60, and on the left side of this point, there existed a negative correlation between TyG and CHF (OR: 0.54, 95%CI: 0.36-0.81). Conversely, on the right side of the inflection point, a significant 28% increase in the prevalence of CHF was observed per unit increment in TyG (OR: 1.28, 95%CI: 1.04-1.56). CONCLUSIONS The findings from this study suggest a U-shaped correlation between TyG and CHF, indicating that both elevated and reduced levels of TyG are associated with an increased prevalence of CHF.
Collapse
Affiliation(s)
- Yumeng Shi
- Department of Cardiovascular Medicine, the Second Affiliated Hospital, Nanchang of Jiangxi, Jiangxi Medical College, Nanchang University, Nanchang, China
- Center for Prevention and Treatment of Cardiovascular Diseases, the Second Affiliated Hospital, Jiangxi Medical College, Nanchang of Jiangxi, Nanchang University, Nanchang, China
- Jiangxi Provincial Cardiovascular Disease Clinical Medical Research Center, Nanchang, China
- Jiangxi Sub-center of National Clinical Research Center for Cardiovascular Diseases, Nanchang, China
| | - Chao Yu
- Department of Cardiovascular Medicine, the Second Affiliated Hospital, Nanchang of Jiangxi, Jiangxi Medical College, Nanchang University, Nanchang, China.
- Center for Prevention and Treatment of Cardiovascular Diseases, the Second Affiliated Hospital, Jiangxi Medical College, Nanchang of Jiangxi, Nanchang University, Nanchang, China.
- Jiangxi Sub-center of National Clinical Research Center for Cardiovascular Diseases, Nanchang, China.
| |
Collapse
|
5
|
Pimentel J, Suero Taveras G, Floriani Alvarez A. Unusual Presentation of Cardiac Myxoma Mimicking Chronic Obstructive Pulmonary Disease (COPD) Exacerbation: A Report of a Rare Case. Cureus 2024; 16:e61967. [PMID: 38978913 PMCID: PMC11230137 DOI: 10.7759/cureus.61967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/04/2024] [Indexed: 07/10/2024] Open
Abstract
A cardiac myxoma is an authentic tumor that develops within the heart. Despite the typically benign histological characteristics, a cardiac myxoma may, on occasion, exhibit behavior reminiscent of malignant tumors. Most of these myxomas localize in the left atrium, often originating from a stalk near the foramen ovale region. The conventional presentation of cardiac myxomas includes a combination of obstruction, clot formation, and systemic symptoms, mirroring various other prevalent systemic diseases. They may manifest either spontaneously or through hereditary transmission. While familial myxomas are commonly linked to discernible genetic mutations, the precise molecular mechanisms underlying spontaneous myxomas remain somewhat enigmatic. Many individuals with myxomas may remain asymptomatic. However, should symptoms manifest, they can prove nonspecific and pose challenges in interpretation, particularly in instances of spontaneous heart myxomas. This report describes a 58-year-old female patient who presented with increasing severity of exertional dyspnea over a six-month duration. Initial differential diagnoses included common pulmonary and cardiac conditions, with a primary focus on chronic obstructive pulmonary disease and congestive heart failure. An echocardiogram revealed a large mass in the left atrium suggestive of a cardiac myxoma. Surgical resection confirmed the diagnosis. This case underscores the significance of including cardiac myxoma in differential diagnoses for progressive exertional dyspnea. Early detection and surgical intervention are crucial in mitigating potential complications like stroke, heart failure, or sudden cardiac death.
Collapse
Affiliation(s)
- Jorge Pimentel
- Internal Medicine, CEDIMAT (Centros de Diagnóstico, Medicina Avanzada y Telemedicina), Santo Domingo, DOM
| | - Gabriela Suero Taveras
- Internal Medicine, CEDIMAT (Centros de Diagnóstico, Medicina Avanzada y Telemedicina), Santo Domingo, DOM
| | | |
Collapse
|
6
|
Zhang Y, Feng L, Zhu Z, He Y, Li X. Association between blood inflammatory indices and heart failure: a cross-sectional study of NHANES 2009-2018. Acta Cardiol 2024; 79:473-485. [PMID: 38771356 DOI: 10.1080/00015385.2024.2356325] [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: 01/01/2024] [Accepted: 05/12/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Inflammation plays a pivotal role in the pathogenesis of heart failure (HF). This study was aimed to the potential association between complete blood cell count (CBC)-derived inflammatory biomarkers and HF. METHODS Data from the National Health and Nutrition Examination Survey (NHANES) 2009-2018 were utilised. We evaluated the associations between HF and five systemic inflammation markers derived from CBC: systemic immune-inflammation index (SII), systemic inflammatory response index (SIRI), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and monocyte-to-lymphocyte ratio (MLR). Demographic characteristics, physical examinations, and laboratory data were systematically collected for comparative analysis between HF and non-HF individuals. Fitted smoothing curves and threshold effect analysis delineated the relationship. In addition, Spearman correlation and subgroup analyses were further conducted. RESULTS A total of 26,021 participants were categorised into HF (n = 858) and non-HF (n = 25,163) groups. After adjusting for confounding variables, SIRI, NLR, and MLR had significant positive correlations with the risk of HF. Participants in the highest quarter groups of SIRI, NLR, and MLR showed a increased risk of developing HF compared to those in the lowest quarter group. Furthermore, subgroup and sensitivity analyses indicated that SIRI, NLR, and MLR had a stronger correlation to HF (all p < 0.05). Smoothing curve fitting highlighted a nonlinear relationship between CBC-derived inflammatory biomarkers and HF. CONCLUSIONS Our results illustrated a significant association between elevated levels of SIRI, NLR, and MLR and an increased risk of HF. SIRI, NLR, and MLR could potentially serve as systemic inflammation hazard markers for HF.
Collapse
Affiliation(s)
- Yayun Zhang
- Department of Cardiovascular Medicine, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Lu Feng
- Department of Nursing, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Zixiong Zhu
- Department of Cardiovascular Medicine, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yubin He
- Department of Cardiovascular Medicine, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Xuewen Li
- Department of Cardiovascular Medicine, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| |
Collapse
|
7
|
Diel NJ, Gerner ST, Doeppner TR, Juenemann M, Maxhuni T, Frühwald T, Worm A, Alhaj Omar O, Lytvynchuk L, Struffert T, Bauer P, Huttner HB. Comparison of vascular risk profile and clinical outcomes among patients with central (branch) retinal artery occlusion versus amaurosis fugax. Neurol Res Pract 2024; 6:27. [PMID: 38750601 PMCID: PMC11097454 DOI: 10.1186/s42466-024-00326-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 04/22/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Retinal artery occlusions lead to sudden, painless vision loss, affecting millions globally. Despite their significance, treatment strategies remain unestablished, contrasting with acute ischemic stroke (AIS), where IVT has proven efficacy. Similar to AIS, retinal artery occlusions demand urgent evaluation and treatment, reflecting the principle "time is retina". Even for patients with transient monocular vision loss, also known as amaurosis fugax (AF), pertinent guidelines meanwhile recommend immediate emergency assessment in a specialized facility. However, data on the clinical benefit and comparability with persistent occlusions are missing. This study aimed to compare the results of a comprehensive stroke-workup among patients with persistent retinal artery occlusions (RAO), including both central retinal (CRAO) and branch retinal artery occlusion (BRAO) and those with AF. METHODS Conducted at the University Hospital Giessen, Germany, this exploratory cross-sectional study enrolled patients with transient or permanent unilateral vision loss of non-arteritic origin. The primary outcome were differences between the two groups RAO and AF with regard to cardiovascular risk profiles and comorbidities, vascular and pharmacological interventions and clinical neurological and ophthalmological outcomes. Secondary outcome was a sub-group analysis of patients receiving IVT. RESULTS Out of 166 patients assessed, 76 with RAO and 40 with AF met the inclusion criteria. Both groups exhibited comparable age, gender distribution, and cardiovascular risk profiles. Notably, RAO patients did not show significantly more severe vascular comorbidities than AF patients. However, AF patients received vascular interventions more frequently. Pharmacological intervention rates were similar across groups. RAO patients had slightly worse neurological outcomes, and IVT did not yield favorable ophthalmological outcomes within any observed patients. CONCLUSION The study found similar vascular burden and risk factors in patients with RAO and AF, with implications for clinical workflows. IVT for RAO may only be effective in very early treatment windows. This emphasizes the need for public awareness and collaborative protocols between ophthalmologists and neurologists to improve outcomes.
Collapse
Affiliation(s)
- Norma J Diel
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany.
| | - Stefan T Gerner
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Thorsten R Doeppner
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Martin Juenemann
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Toska Maxhuni
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
| | - Tobias Frühwald
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
| | - Andre Worm
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
| | - Omar Alhaj Omar
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
| | | | - Tobias Struffert
- Department of Neuroradiology, University Hospital Giessen, Giessen, Germany
| | - Pascal Bauer
- Department of Internal Medicine I, Division of Cardiology and Angiology, University Hospital Giessen, Giessen, Germany
| | - Hagen B Huttner
- Department of Neurology, University Hospital Giessen, Klinikstrasse 33, 35392, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| |
Collapse
|
8
|
Hung WT, Lee TJ, Wu PW, Huang CC, Chang PH, Huang CC. Functional Exercise Capacity and Perceived Exertion in Patients with Empty Nose Syndrome. Diagnostics (Basel) 2024; 14:885. [PMID: 38732300 PMCID: PMC11083273 DOI: 10.3390/diagnostics14090885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 04/21/2024] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
Empty nose syndrome (ENS) is a complex condition characterized by symptoms such as dyspnea, nasal discomfort, and emotional challenges. This study aimed to evaluate functional exercise capacity and perceived exertion in patients with ENS. Patients with ENS who presented with a range of severe symptoms were prospectively enrolled. Pulmonary function was evaluated using spirometry, and functional exercise capacity was measured via the 6 min walk test (6-MWT). Perceived exertion was quantified using the Borg scale, and cardiopulmonary function was evaluated by monitoring peripheral oxygen saturation (SpO2). These parameters were assessed before and after nasal reconstruction surgery. A total of 44 patients with ENS were enrolled and classified into mild-to-moderate (n = 20) and severe (n = 24) symptom groups. Spirometry results showed no significant differences before and after surgery in the entire cohort. Perceived exertion showed significant postoperative improvement (p = 0.006). The severe ENS symptom group experienced significant improvement in SpO2 (p = 0.013) and perceived exertion (p = 0.002) at the end of the 6-MWT after surgery. Surgical intervention significantly enhanced functional exercise capacity (p = 0.038) in patients with mild-to-moderate ENS symptoms. Surgical reconstruction positively affected perceived exertion and SpO2 at the end of the 6-MWT in patients with ENS. The severity of ENS symptoms, as assessed by SNOT-25 scores, influenced these outcomes. These findings underscore the potential benefits of surgical intervention for enhancing exercise tolerance and respiratory efficiency.
Collapse
Affiliation(s)
- Wei-Te Hung
- Department of Medical Education, Chang Gung Memorial Hospital, Taoyuan 33302, Taiwan;
| | - Ta-Jen Lee
- Division of Rhinology, Department of Otolaryngology, Chang Gung Memorial Hospital, Linkou 33305, Taiwan; (T.-J.L.); (P.-W.W.); (C.-C.H.); (P.-H.C.)
- School of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Otolaryngology, Xiamen Chang Gung Hospital, Xiamen 361028, China
| | - Pei-Wen Wu
- Division of Rhinology, Department of Otolaryngology, Chang Gung Memorial Hospital, Linkou 33305, Taiwan; (T.-J.L.); (P.-W.W.); (C.-C.H.); (P.-H.C.)
- School of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Chi-Che Huang
- Division of Rhinology, Department of Otolaryngology, Chang Gung Memorial Hospital, Linkou 33305, Taiwan; (T.-J.L.); (P.-W.W.); (C.-C.H.); (P.-H.C.)
- School of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Po-Hung Chang
- Division of Rhinology, Department of Otolaryngology, Chang Gung Memorial Hospital, Linkou 33305, Taiwan; (T.-J.L.); (P.-W.W.); (C.-C.H.); (P.-H.C.)
| | - Chien-Chia Huang
- Division of Rhinology, Department of Otolaryngology, Chang Gung Memorial Hospital, Linkou 33305, Taiwan; (T.-J.L.); (P.-W.W.); (C.-C.H.); (P.-H.C.)
- School of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| |
Collapse
|
9
|
Xiaotian M, Guo R, Zhang C, Yan J, Zhu G, Wu W, Yan H, Hong L. An innovative approach for assessing coronary artery lesions: Fusion of wrist pulse and photoplethysmography using a multi-sensor pulse diagnostic device. Heliyon 2024; 10:e28652. [PMID: 38633637 PMCID: PMC11021889 DOI: 10.1016/j.heliyon.2024.e28652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 04/19/2024] Open
Abstract
Coronary heart disease (CHD) is a leading cause of mortality globally and poses a significant threat to public health. Coronary angiography (CAG) is a gold standard for the clinical diagnosis of CHD, but its invasiveness restricts its widespread application. In this study, we utilized a pulse diagnostic device equipped with pressure and photoelectric sensors to synchronously and non-invasively capture wrist pressure pulse waves and fingertip photoplethysmography (FPPG) of patients undergoing CAG. The extracted features were utilized in constructing random forest-based models to assessing the severity of coronary artery lesions. Notably, Model 3, incorporating both wrist pulse and FPPG features, surpassed Model 1 (solely utilizing wrist pulse features) and Model 2 (solely utilizing FPPG features). Model3 achieved an Accuracy, Precision, Recall, and F1-score of 78.79%, 78.69%, 78.79%, and 78.70%, respectively. Compared to Model1 and Model2, Model 3 exhibited improvements by 4.55%, 5.25%, 4.55%, and 5.12%, and 6.06%, 6.58%, 6.06%, and 6.54% respectively. This fusion of wrist pulse and FPPG features in Model 3 highlights the advantages of multi-source information fusion for model optimization. Additionally, this research provides invaluable insights into the novel development of diagnostic devices imbued with TCM principles and their potential in managing cardiovascular diseases.
Collapse
Affiliation(s)
- M.A. Xiaotian
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Rui Guo
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Chunke Zhang
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Jianjun Yan
- Institute of Intelligent Perception and Diagnosis, School of Mechanical and Power Engineering, East China University of Science. and Technology, Shanghai, 200237, China
| | - Guangyao Zhu
- Institute of Intelligent Perception and Diagnosis, School of Mechanical and Power Engineering, East China University of Science. and Technology, Shanghai, 200237, China
| | - Wenjie Wu
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Haixia Yan
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Leixin Hong
- School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| |
Collapse
|
10
|
Zhang Y, Chen J, Chen L, Tang W. Epstein-Barr Virus Infection-Associated Facial Swelling: A Case Report. Cureus 2024; 16:e57635. [PMID: 38707004 PMCID: PMC11070203 DOI: 10.7759/cureus.57635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2024] [Indexed: 05/07/2024] Open
Abstract
Maxillofacial soft tissue swelling is a common clinical symptom with various etiologies. While odontogenic space infection is the most common cause, it is crucial not to overlook maxillofacial swellings caused by specific pathogenic infections and other local factors. This paper reports the case of an adult patient with right-sided swelling of his face, persistent oral mucosal ulcers, and recurrent hyperthermia for 30 days. He had received various antibiotics for the initial diagnosis of "right buccal space infection," but the antibiotics did not have any effect on his symptoms. None of the blood tests, histological examinations, bone marrow biopsies, and immune-related tests produced diagnostic findings. A diagnosis of Epstein-Barr virus (EBV) infection was finally confirmed by biopsy tissue genomics sequencing and quantitative analysis of EBV nucleic acid. In this report, we describe the diagnosis and treatment process for this patient and suggest that facial swelling could be an important clinical symptom of EBV infection.
Collapse
Affiliation(s)
- Yue Zhang
- Department of Oral and Maxillofacial Surgery, State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, CHN
| | - Jinlong Chen
- Department of Oral and Maxillofacial Surgery, State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, CHN
| | - Liangrui Chen
- Department of Oral and Maxillofacial Surgery, State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, CHN
| | - Wei Tang
- Department of Oral and Maxillofacial Surgery, State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, CHN
| |
Collapse
|
11
|
Zhao D, Chen P, Chen M, Chen L, Wang L. Association of Magnesium Depletion Score with Congestive Heart Failure: Results from the NHANES 2007-2016. Biol Trace Elem Res 2024; 202:454-465. [PMID: 37198357 DOI: 10.1007/s12011-023-03697-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 05/03/2023] [Indexed: 05/19/2023]
Abstract
The magnesium depletion score (MDS) is considered a new valuable and reliable predictor of body magnesium status. This study aimed to explore the association between MDS and congestive heart failure (CHF) among US adults. A total of 19,227 eligible participants from the 2007-2016 National Health and Nutrition Examination Survey were enrolled in this study and then divided into three groups according to the level of MDS (none to low: MDS=0-1, middle: MDS=2, high: MDS=3-5). Sample-weighted logistic regression models were applied to calculate odds ratios (ORs) and 95% confidence intervals (CIs) exploring the independent relationship between MDS and CHF. The estimated prevalence of CHF increased with the increasing level of MDS (none to low: 0.86%, middle: 4.06%, high: 13.52%; P < 0.001). Compared to those in the none-to-low group, participants in the middle and high groups were at significantly higher risk of CHF after adjusting for various covariates (model 3: OR=1.55, 95%CI: 1.05-2.30, P < 0.001; OR=3.20, 95%CI: 2.07-4.96, P < 0.001; respectively). Subgroup analyses indicated that adequate dietary magnesium intake could reduce the risk of CHF in participants who did not meet the recommended dietary allowance (RDA) for magnesium. Besides, there was an interaction between coronary artery disease and MDS on CHF (P for interaction < 0.001). These findings indicated that MDS, a novel indicator estimating magnesium deficiency, is associated with the risk of CHF in non-institutionalized US civilians. Participants whose dietary magnesium intake reaches the RDA might be at lower risk.
Collapse
Affiliation(s)
- Diming Zhao
- Department of Cardiovascular Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China
| | - Pengfei Chen
- Department of Cardiovascular Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China
| | - Mingjian Chen
- Department of Cardiovascular Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China
| | - Liang Chen
- Department of Cardiovascular Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China
| | - Liqing Wang
- Department of Cardiovascular Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.
| |
Collapse
|
12
|
Nomoto Y, Imamura T, Kinugawa K. Systemic Congestion as a Determinant of Efficacy in Adaptive Servo-Ventilation Therapy: A Retrospective Observational Study. J Clin Med 2024; 13:674. [PMID: 38337368 PMCID: PMC10856717 DOI: 10.3390/jcm13030674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 01/23/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND The optimal criteria for patient selection in the context of adaptive servo-ventilation (ASV) therapy remain a subject of ongoing investigation. We postulate that baseline plasma volume, assessable through several straightforward clinical parameters, might be correlated with a more pronounced reduction in plasma B-type natriuretic peptide (BNP) levels following mid-term ASV therapy. METHODS We included patients diagnosed with congestive heart failure who had received continuous ASV therapy for a minimum of three months. The primary outcome of interest was the extent of decline in logarithmically transformed plasma BNP levels, defined as a decrease of more than 0.10 during the 3-month ASV treatment period. RESULTS A total of 66 patients were included in the study. The median age of the cohort was 66 years, with 53 patients (80%) being male. The median plasma volume status at baseline was -16.9%, and patients were categorized into two groups based on this median value. Patients with elevated baseline plasma volume status experienced a statistically significant reduction in plasma BNP levels (p = 0.016), whereas those with lower plasma volume exhibited no significant change in BNP levels (p = 0.23). A higher baseline plasma volume status was independently associated with a significant reduction in plasma BNP levels, with an adjusted odds ratio of 1.036 (95% confidence interval: 1.01-1.07, p = 0.032). CONCLUSIONS The presence of systemic congestion at baseline, quantified by the estimated plasma volume status, may serve as a crucial determinant of the efficacy of ASV therapy, leading to improvements in plasma BNP levels among patients suffering from congestive heart failure.
Collapse
|
13
|
Thompson T, Phimister A, Raskin A. Adolescent Onset of Acute Heart Failure. Med Clin North Am 2024; 108:59-77. [PMID: 37951656 DOI: 10.1016/j.mcna.2023.06.016] [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] [Indexed: 11/14/2023]
Abstract
Heart failure in adolescents can manifest due to a multitude of causes. Presentation is often quite variable ranging from asymptomatic to decompensated heart failure or sudden cardiac death. Because of the diverse nature of this disease, a thoughtful and extensive evaluation is critical to establishing the diagnosis and treatment plan. Identifying and addressing reversible pathologies often leads to functional cardiac recovery. Some disease states are irreversible and progressive, requiring chronic heart failure management and potentially advanced therapies such as transplantation.
Collapse
Affiliation(s)
- Tracey Thompson
- Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | | |
Collapse
|
14
|
Qi W, Guan W. A Comprehensive Review on the Importance of MiRNA-206 in the Animal Model and Human Diseases. Curr Neuropharmacol 2024; 22:1064-1079. [PMID: 37032500 PMCID: PMC10964108 DOI: 10.2174/1570159x21666230407124146] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/08/2023] [Accepted: 02/15/2023] [Indexed: 04/11/2023] Open
Abstract
MicroRNA-206 (miR-206) is a microRNA that is involved in many human diseases, such as myasthenia gravis, osteoarthritis, depression, cancers, etc. Both inhibition effects and progression roles of miR-206 have been reported for the past few years. High expression of miR-206 was observed in patients with osteoarthritis, gastric cancer and epithelial ovarian cancer compared to normal people. The study also showed that miR-206 promotes cancer progression in breast cancer patients and avascular necrosis of the femoral head. Meanwhile, several studies have shown that expression levels of miR-206 were down-regulated in laryngeal carcinoma cell multiplication, as well as in hepatocellular carcinoma, non-small lung cancer and infantile hemangioma. Moreover, miR-206 was up-regulated in the mild stage of amyotrophic lateral sclerosis patients and then down-regulated in the moderate and severe stages, indicating that miR-206 has the double effects of starting and aggravating the disease. In neuropsychiatric disorders, such as depression, miR-206 also plays an important role in the progression of the disease; the level of miR-206 is most highly expressed in the brains of patients with depression. In the current review, we summarize the role of miR-206 in various diseases, and miR-206 may be developed as a new biomarker for diagnosing diseases in the near future.
Collapse
Affiliation(s)
- Wang Qi
- Department of Pharmacology, The First People's Hospital of Yancheng, Yancheng, 224000, Jiangsu, China
| | - Wei Guan
- Department of Pharmacology, Pharmacy College, Nantong University, Nantong, 226001, Jiangsu, China
- School of Medicine, Nantong University, Nantong, China
| |
Collapse
|
15
|
Menéndez García N, Gijón MM, Fernández VA, Suárez CR, Bustamante AC, García CS, Ramos MG, Miravalles JLR, Cortés EA. When it seemed impossible: Irreparable abdominal wall hernia and placement of a peritoneal dialysis catheter. Perit Dial Int 2023; 43:479-481. [PMID: 37165656 DOI: 10.1177/08968608231174131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023] Open
|
16
|
Kim J, Kim H, Kim SB, Kim WY, Sheen SH, Han I, Hong JB, Sohn S. The Association between Parkinson's Disease and Congestive Heart Failure in Korea: A Nationwide Longitudinal Cohort Study. J Pers Med 2023; 13:1357. [PMID: 37763125 PMCID: PMC10532512 DOI: 10.3390/jpm13091357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023] Open
Abstract
The purpose of this nationwide longitudinal follow-up study is to investigate the relationship between Parkinson's disease (PD) and congestive heart failure (CHF) patients in Korea. Patient data were collected using the National Health Insurance Service (NHIS) Health Screening (HEALS) cohort. The International Classification of Diseases 10-CM code G-20 distinguished 6475 PD patients who were enrolled in the PD group. After removing 1039 patients who were not hospitalized or attended an outpatient clinic less than twice, the total number of participants was reduced to 5436 individuals. Then, 177 patients diagnosed before 1 January 2004 were removed for relevancy, leaving us with 5259 PD patients. After case-control matching was completed using 1:5 age- and gender-coordinated matching, 26,295 people were chosen as part of the control group. The Cox proportional hazards regression analysis and the Kaplan-Meier technique were used to assess the risk of CHF in patients with Parkinson's disease. After controlling for age and gender, the hazard ratio of CHF in the PD group was 5.607 (95% confidence interval (CI), 4.496-6.993). After that, the hazard ratio of CHF in the PD group was modified against for comorbid medical disorders, resulting in a value of 5.696 (95% CI, 4.566-7.107). In subgroup analysis, CHF incidence rates were significantly increased in the PD group compared to the control group (males and females; aged ≥ 65 and <65; the non-diabetes and diabetes, hypertension and non-hypertension, and dyslipidemia and non-dyslipidemia subgroups). This nationwide longitudinal study shows a higher incidence rate of CHF in PD patients.
Collapse
Affiliation(s)
- Jimin Kim
- Cornell University, Ithaca, NY 14850, USA;
| | - Hakyung Kim
- Genome & Health Big Data Branch, Department of Public Health, Graduate School of Public Health, Seoul National University, Seoul 08826, Republic of Korea;
| | - Sol Bi Kim
- Department of Neurosurgery, CHA University College of Medicine, 59, Yatap-ro, Bundang-gu, Seongnam-si 13496, Republic of Korea; (S.B.K.); (W.Y.K.); (S.H.S.); (I.H.)
| | - Woo Yup Kim
- Department of Neurosurgery, CHA University College of Medicine, 59, Yatap-ro, Bundang-gu, Seongnam-si 13496, Republic of Korea; (S.B.K.); (W.Y.K.); (S.H.S.); (I.H.)
| | - Seung Hun Sheen
- Department of Neurosurgery, CHA University College of Medicine, 59, Yatap-ro, Bundang-gu, Seongnam-si 13496, Republic of Korea; (S.B.K.); (W.Y.K.); (S.H.S.); (I.H.)
| | - Inbo Han
- Department of Neurosurgery, CHA University College of Medicine, 59, Yatap-ro, Bundang-gu, Seongnam-si 13496, Republic of Korea; (S.B.K.); (W.Y.K.); (S.H.S.); (I.H.)
| | - Je Beom Hong
- Department of Neurosurgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul 03181, Republic of Korea;
| | - Seil Sohn
- Department of Neurosurgery, CHA University College of Medicine, 59, Yatap-ro, Bundang-gu, Seongnam-si 13496, Republic of Korea; (S.B.K.); (W.Y.K.); (S.H.S.); (I.H.)
| |
Collapse
|
17
|
Fletcher-Hall S. Pacemaker-induced cardiomyopathy. JAAPA 2023; 36:1-4. [PMID: 37668488 DOI: 10.1097/01.jaa.0000947080.85880.bb] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2023]
Abstract
ABSTRACT Chronic right ventricular (RV) pacing is an often-unrecognized cause of cardiomyopathy, despite research that has revealed that chronic RV pacing can cause significant cardiomyopathy and heart failure, leading causes of hospitalization in the United States. Studies have found that chronic RV apical pacing results in ventricular dyssynchrony, reduced cardiac function, and heart failure. This article describes the deleterious effects of permanent cardiac pacemakers and their association with cardiomyopathy and heart failure. More research is needed to investigate other forms of pacing and treatment to prevent ventricular dyssynchrony and myocardial remodeling.
Collapse
Affiliation(s)
- Shirley Fletcher-Hall
- Shirley Fletcher-Hall is a chief PA in the Department of Hospital Medicine at Montefiore Health System Bronx, N.Y., and a clinical assistant professor at Marist College in Poughkeepsie, N.Y. The author has disclosed no potential conflicts of interest, financial or otherwise
| |
Collapse
|
18
|
Ma M, Hao X, Zhao J, Luo S, Liu Y, Li D. Predicting heart failure in-hospital mortality by integrating longitudinal and category data in electronic health records. Med Biol Eng Comput 2023:10.1007/s11517-023-02816-z. [PMID: 36959414 DOI: 10.1007/s11517-023-02816-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 03/02/2023] [Indexed: 03/25/2023]
Abstract
Heart failure is a life-threatening syndrome that is diagnosed in 3.6 million people worldwide each year. We propose a deep fusion learning model (DFL-IMP) that uses time series and category data from electronic health records to predict in-hospital mortality in patients with heart failure. We considered 41 time series features (platelets, white blood cells, urea nitrogen, etc.) and 17 category features (gender, insurance, marital status, etc.) as predictors, all of which were available within the time of the patient's last hospitalization, and a total of 7696 patients participated in the observational study. Our model was evaluated against different time windows. The best performance was achieved with an AUC of 0.914 when the observation window was 5 days and the prediction window was 30 days. Outperformed other baseline models including LR (0.708), RF (0.717), SVM (0.675), LSTM (0.757), GRU (0.759), GRU-U (0.766) and MTSSP (0.770). This tool allows us to predict the expected pathway of heart failure patients and intervene early in the treatment process, which has significant implications for improving the life expectancy of heart failure patients.
Collapse
Affiliation(s)
- Meikun Ma
- College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China
- Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China
- Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China
| | - Xiaoyan Hao
- College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Jumin Zhao
- College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China
- Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China
- Intelligent Perception Engineering Technology Center of Shanxi, Taiyuan, 030024, China
| | - Shijie Luo
- College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Yi Liu
- Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China
- Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China
- College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Dengao Li
- Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China.
- Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China.
- College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China.
| |
Collapse
|