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Hamdan HZ. Exploring gene expression signatures in preeclampsia and identifying hub genes through bioinformatic analysis. Placenta 2025; 159:93-106. [PMID: 39675129 DOI: 10.1016/j.placenta.2024.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 07/18/2024] [Accepted: 12/11/2024] [Indexed: 12/17/2024]
Abstract
INTRODUCTION Preeclampsia (PE) is a multisystem disease that affects women during the pregnancy. Its pathogenicity remains unclear, and no definitive screening test can predict its occurrence so far. The aim of this study is to identify the critical genes that are involved in the pathogenicity of PE by applying integrated bioinformatic methods and to investigate the genes' diagnostic capability. METHODS Datasets that investigated PE have been downloaded from Gene Expression Omnibus (GEO) datasets. Differential gene expression, weighted gene co-expression analysis (WGCNA), protein-protein interaction (PPI) network construction, and finally, the calculation of area under the curve and Receiver operating characteristic curve (ROC) analysis were done for the potential hub genes. The results generated from the GSE186257 dataset (discovery cohort) were validated in the GSE75010 dataset (validation cohort). Following validation of the hub-genes, a multilayer regulatory network was constructed to include the up-stream regulatory elements (transcription factors and miRNAs) of the validated hub-genes. RESULTS WGCNA revealed six modules that were significantly correlated with PE. A total of 231 differentially expressed genes (DEGs) were identified. DEGs were intersected with the WGCNA modules' genes, totalling 55 genes. These shared genes were used to construct the PPI network; subsequently, four genes, namely FLT1, HTRA4, LEP and PAPPA2, were identified as hub-genes for PE in the discovery cohort. The expressional of these four hub genes were validated in the validation cohort and found to be highly expressed. ROC analysis in both datasets revealed that all these genes had a significant PE diagnostic ability. The regulatory network showed that FLT1 gene is the most connected and regulated gene among the validated hub-genes. DISCUSSION This integrated analysis revealed that FLT1, LEP, HTRA4 and PAPPA2 may be strongly involved in the pathogenicity of PE and act as promising biomarkers and potential therapeutic targets for PE.
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Affiliation(s)
- Hamdan Z Hamdan
- Department of Pathology, College of Medicine, Qassim University, Buraidah, 51911, Saudi Arabia.
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Romanisio M, Bighetti L, Daffara T, Mollero ELM, Pelosini C, Antoniotti V, Ciamparini C, Aimaretti G, Caputo M, Prodam F. Acquired Partial Lipodystrophy: Clinical Management in a Pregnant Patient. J Endocr Soc 2024; 8:bvae181. [PMID: 39479521 PMCID: PMC11521335 DOI: 10.1210/jendso/bvae181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Indexed: 11/02/2024] Open
Abstract
Background Pregnancy represents an additional challenge to the complex clinical picture of lipodystrophy disorders, and the management of such conditions with related comorbidities has been underreported. This work aims to outline the risk associated with a pregnancy event for women dealing with acquired partial lipodystrophy and the need for diverse but specialized care. Case We report on the successful pregnancy outcome of a 28-year-old woman with an acquired partial form of lipodystrophy related to an allogenic bone marrow transplant that occurred at pediatric age. Although metabolic control was challenging, glucose levels progressively improved during the pregnancy, and triglycerides increased less than expected. The periodic monitoring of leptin levels showed a progressive increase with a peak in the third trimester (41.53 ng/mL), followed by a fast decline the day after giving birth, with a lower basal level than the prepregnancy period. However, preterm delivery occurred associated with cardiac complications in the mother. Results A total of 12 studies were retrieved concerning women aged 14 to 38 years with various lipodystrophy phenotypes. Diabetes and hypertriglyceridemia were the most common comorbidities. Most women had successful pregnancies despite gestational complications (including miscarriages), preterm and emergency deliveries, and newborns undergoing partum or postpartum transient or chronic complications. Conclusion Lipodystrophy disorders expose both mothers and children to very high risk. Intensive monitoring and care of all potential clinical complications should be planned and carried out by a multidisciplinary team before, during, and after the pregnancy. Leptin secretion during pregnancy should be investigated more deeply in these patients.
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Affiliation(s)
- Martina Romanisio
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
| | - Leonardo Bighetti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
| | - Tommaso Daffara
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
| | | | - Caterina Pelosini
- Chemistry and Endocrinology Laboratory, Department of Laboratory Medicine, University Hospital of Pisa, Pisa 56126, Italy
| | - Valentina Antoniotti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Novara 28100, Italy
| | - Carola Ciamparini
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
| | - Gianluca Aimaretti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
| | - Marina Caputo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Novara 28100, Italy
| | - Flavia Prodam
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara 28100, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Novara 28100, Italy
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Ali M, Ahmed M, Memon M, Chandio F, Shaikh Q, Parveen A, Phull AR. Preeclampsia: A comprehensive review. Clin Chim Acta 2024; 563:119922. [PMID: 39142550 DOI: 10.1016/j.cca.2024.119922] [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: 07/03/2024] [Revised: 08/11/2024] [Accepted: 08/11/2024] [Indexed: 08/16/2024]
Abstract
Preeclampsia (PE) is a life-threatening disease of pregnancy and a prominent cause of neonatal and maternal mortality and morbidity. PE affects approximately 5-10% of pregnancies worldwide, posing significant risks to perinatal and maternal health. It is characterized by a variety of interconnected pathological cascades contributing to the stimulation of intravascular inflammation, oxidative stress (OS), endothelial cell activation, and syncytiotrophoblast stress that converge on a common pathway, ultimately resulting in disease progression. The present study was designed and executed to review the existing scientific literature, specifically focusing on the etiology (gestational diabetes mellitus and maternal obesity, insulin resistance, metabolic syndrome, maternal infection, periodontal disease, altered microbiome, and genetics), clinical presentations (hypertension, blood disorders, proteinuria, hepatic dysfunction, renal dysfunction, pulmonary edema, cardiac dysfunction, fetal growth restrictions, and eclampsia), therapeutic clinical biomarkers (creatinine, albuminuria, and cystatin C) along with their associations and mechanisms in PE. In addition, this study provides insights into the potential of nanomedicines for targeting these mechanisms for PE management and treatment. Inflammation, OS, proteinuria, and an altered microbiome are prominent biomarkers associated with progression and PE-related pathogenesis. Understanding the molecular mechanisms, exploring suitable markers, targeted interventions, comprehensive screening, and holistic strategies are critical to decreasing the incidence of PE and promoting maternal-fetal well-being. The present study comprehensively reviewed the etiology, clinical presentations, therapeutic biomarkers, and preventive potential of nanomedicines in the treatment and management of PE.
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Affiliation(s)
- Majida Ali
- Department of Gynecology and Obstetrics, Shaikh Zaid Women Hospital Larkana, Shaheed Mohtarma Benazir Bhutto Medical University (SMBB) Larkana, Pakistan
| | - Madiha Ahmed
- Shifa College of Pharmaceutical Sciences, Shifa Tameer-e-Millat University, Jaffer Khan Jamali Road, H-8/4, Islamabad, Pakistan
| | - Mehwish Memon
- Department of Biochemistry, Ibn e Sina University, Mirpur Khas, Pakistan
| | - Fozia Chandio
- Department of Gynecology and Obstetrics, Shaikh Zaid Women Hospital Larkana, Shaheed Mohtarma Benazir Bhutto Medical University (SMBB) Larkana, Pakistan
| | - Quratulain Shaikh
- Department of Gynecology and Obstetrics, Shaikh Zaid Women Hospital Larkana, Shaheed Mohtarma Benazir Bhutto Medical University (SMBB) Larkana, Pakistan
| | - Amna Parveen
- College of Pharmacy, Gachon University, No. 191, Hambakmoero, Yeonsu-gu, Incheon 21936, South Korea.
| | - Abdul-Rehman Phull
- Department of Biochemistry, Shah Abdul Latif University, Khairpur, Sindh, Pakistan.
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Wang Y, Ssengonzi R, Townley-Tilson WHD, Kayashima Y, Maeda-Smithies N, Li F. The Roles of Obesity and ASB4 in Preeclampsia Pathogenesis. Int J Mol Sci 2024; 25:9017. [PMID: 39201703 PMCID: PMC11354233 DOI: 10.3390/ijms25169017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 08/12/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024] Open
Abstract
Preeclampsia is a complex pregnancy-related hypertensive disorder which poses significant risks for both maternal and fetal health. Preeclampsia affects 5-8% of pregnancies in the United States, causing a significant public health and economic burden. Despite extensive research, the etiology and pathogenesis of preeclampsia remain elusive, but have been correlated with maternal conditions such as obesity. In recent decades, the incidence of preeclampsia increased along with the prevalence of obesity among women of reproductive age. Maternal obesity has been shown to negatively affect pregnancy in almost all aspects. However, the precise mechanisms by which obesity influences preeclampsia are unclear. Ankyrin repeat and SOCS Box Containing protein 4 (ASB4) is an E3 ubiquitin ligase that can promote the degradation of a wide range of target proteins. ASB4-null mice display a full spectrum of preeclampsia-like phenotypes during pregnancy including hypertension, proteinuria, and decreased litter size. Furthermore, maternal obesity induced by a high-fat diet aggravates preeclampsia-like phenotypes in pregnant mice lacking ASB4. Variants in the ASB4 gene have been associated with obesity in humans, and a functional connection between the ASB4 gene and obesity has been established in mice. This review discusses the connections between preeclampsia, obesity, and ASB4.
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Affiliation(s)
| | | | | | | | | | - Feng Li
- Department of Pathology and Laboratory Medicine, The University of North Carolina, Chapel Hill, NC 27599, USA; (Y.W.)
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Torres-Torres J, Espino-y-Sosa S, Martinez-Portilla R, Borboa-Olivares H, Estrada-Gutierrez G, Acevedo-Gallegos S, Ruiz-Ramirez E, Velasco-Espin M, Cerda-Flores P, Ramirez-Gonzalez A, Rojas-Zepeda L. A Narrative Review on the Pathophysiology of Preeclampsia. Int J Mol Sci 2024; 25:7569. [PMID: 39062815 PMCID: PMC11277207 DOI: 10.3390/ijms25147569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Revised: 07/06/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Preeclampsia (PE) is a multifactorial pregnancy disorder characterized by hypertension and proteinuria, posing significant risks to both maternal and fetal health. Despite extensive research, its complex pathophysiology remains incompletely understood. This narrative review aims to elucidate the intricate mechanisms contributing to PE, focusing on abnormal placentation, maternal systemic response, oxidative stress, inflammation, and genetic and epigenetic factors. This review synthesizes findings from recent studies, clinical trials, and meta-analyses, highlighting key molecular and cellular pathways involved in PE. The review integrates data on oxidative stress biomarkers, angiogenic factors, immune interactions, and mitochondrial dysfunction. PE is initiated by poor placentation due to inadequate trophoblast invasion and improper spiral artery remodeling, leading to placental hypoxia. This triggers the release of anti-angiogenic factors such as soluble fms-like tyrosine kinase-1 (sFlt-1) and soluble endoglin (sEng), causing widespread endothelial dysfunction and systemic inflammation. Oxidative stress, mitochondrial abnormalities, and immune dysregulation further exacerbate the condition. Genetic and epigenetic modifications, including polymorphisms in the Fms-like tyrosine kinase 1 (FLT1) gene and altered microRNA (miRNA) expression, play critical roles. Emerging therapeutic strategies targeting oxidative stress, inflammation, angiogenesis, and specific molecular pathways like the heme oxygenase-1/carbon monoxide (HO-1/CO) and cystathionine gamma-lyase/hydrogen sulfide (CSE/H2S) pathways show promise in mitigating preeclampsia's effects. PE is a complex disorder with multifactorial origins involving abnormal placentation, endothelial dysfunction, systemic inflammation, and oxidative stress. Despite advances in understanding its pathophysiology, effective prevention and treatment strategies remain limited. Continued research is essential to develop targeted therapies that can improve outcomes for both mothers and their babies.
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Affiliation(s)
- Johnatan Torres-Torres
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
- Obstetric and Gynecology Department, Hospital General de México Dr. Eduardo Liceaga, Mexico City 06720, Mexico (P.C.-F.)
| | - Salvador Espino-y-Sosa
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
| | - Raigam Martinez-Portilla
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
| | - Hector Borboa-Olivares
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
| | - Guadalupe Estrada-Gutierrez
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
| | - Sandra Acevedo-Gallegos
- Clinical Research Branch, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City 11000, Mexico; (R.M.-P.)
| | - Erika Ruiz-Ramirez
- Obstetric and Gynecology Department, Hospital General de México Dr. Eduardo Liceaga, Mexico City 06720, Mexico (P.C.-F.)
| | - Martha Velasco-Espin
- Obstetric and Gynecology Department, Hospital General de México Dr. Eduardo Liceaga, Mexico City 06720, Mexico (P.C.-F.)
| | - Pablo Cerda-Flores
- Obstetric and Gynecology Department, Hospital General de México Dr. Eduardo Liceaga, Mexico City 06720, Mexico (P.C.-F.)
| | - Andrea Ramirez-Gonzalez
- Obstetric and Gynecology Department, Hospital General de México Dr. Eduardo Liceaga, Mexico City 06720, Mexico (P.C.-F.)
| | - Lourdes Rojas-Zepeda
- Maternal-Fetal Medicine Department, Instituto Materno Infantil del Estado de Mexico, Toluca 50170, Mexico
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Singh H, Almabhouh FA, Alshaikhli HSI, Hassan MJM, Daud S, Othman R, Md Salleh MFRR. Leptin in reproduction and hypertension in pregnancy. Reprod Fertil Dev 2024; 36:RD24060. [PMID: 39038160 DOI: 10.1071/rd24060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 06/27/2024] [Indexed: 07/24/2024] Open
Abstract
Leptin has important roles in numerous physiological functions, including those in the regulation of energy balance, and in immune and reproductive systems. However, in the recent years, evidence has implicated it in a number of obesity-related diseases, where its concentrations in serum are significantly elevated. Elevated serum leptin concentrations and increased placental leptin secretion have been reported in women with hypertensive disorders of pregnancy. Whether leptin is responsible for this disorder remains to be established. Leptin injections in healthy rats and mice during pregnancy result in endothelial activation, increased blood pressure and proteinuria. A potential role for leptin in the pathogenesis of pre-eclampsia is hypothesised, particularly in women who are overweight or obese where serum leptin concentrations are often elevated. This review summarises pertinent information in the literature on the role of leptin in puberty, pregnancy, and hypertensive disorders of pregnancy. In particular, the possible mechanism that may be involved in leptin-induced increase in blood pressure and proteinuria during pregnancy and the potential role of marinobufagenin in this disease entity. We hypothesise a significant role for oxidative stress in this, and propose a conceptual framework on the events that lead to endothelial activation, raised blood pressure and proteinuria following leptin administration.
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Affiliation(s)
- Harbindarjeet Singh
- Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, Sg Buloh, Selangor, Malaysia
| | - Fayez A Almabhouh
- Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, Sg Buloh, Selangor, Malaysia; and Department of Biology and Biotechnology, Faculty of Science Islamic University of Gaza, Gaza Strip, Palestine
| | | | | | - Suzanna Daud
- Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, Sg Buloh, Selangor, Malaysia
| | - Rosfayati Othman
- Department of Physiology, Faculty of Medicine, MAHSA University, Bandar Saujana Putra, Kuala Langat, Selangor, Malaysia
| | - Muhd Fakh Rur Razi Md Salleh
- Department of Physiology, Faculty of Medicine, MAHSA University, Bandar Saujana Putra, Kuala Langat, Selangor, Malaysia
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Awoyemi T, Zhang W, Rahbar M, Cribbs A, Logenthiran P, Jiang S, Collett G, Cerdeira AS, Vatish M. A cross-sectional analysis of syncytiotrophoblast membrane extracellular vesicles-derived transcriptomic biomarkers in early-onset preeclampsia. Front Cardiovasc Med 2023; 10:1291642. [PMID: 38099221 PMCID: PMC10720444 DOI: 10.3389/fcvm.2023.1291642] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 11/14/2023] [Indexed: 12/17/2023] Open
Abstract
Background Preeclampsia (PE) is a pregnancy-specific hypertensive disorder affecting 2%-8% of pregnancies worldwide. Biomarker(s) for the disorder exists, but while these have excellent negative predictive value, their positive predictive value is poor. Extracellular vesicles released by the placenta into the maternal circulation, syncytiotrophoblast membrane extracellular vesicles (STB-EVs), have been identified as being involved in PE with the potential to act as liquid biopsies. Objective The objective of this study was to identify the difference in the transcriptome of placenta and STB-EVs between preeclampsia and normal pregnancy (NP) and mechanistic pathways. Methods/study design We performed RNA-sequencing on placental tissue, medium/large and small STB-EVs from PE (n = 6) and NP (n = 6), followed by bioinformatic analysis to identify targets that could be used in the future for EV-based diagnostic tests for preeclampsia. Some of the identified biomarkers were validated with real-time polymerase chain reactions. Results Our analysis identified a difference in the transcriptomic STB-EV cargo between PE and NP. We then identified and verified the differential expression of FLNB, COL17A1, SLC45A4, LEP, HTRA4, PAPP-A2, EBI3, HSD17B1, FSTL3, INHBA, SIGLEC6, and CGB3. Our analysis also identified interesting mechanistic processes via an in silico prediction of STB-EV-based mechanistic pathways. Conclusions In this study, using comprehensive profiling of differentially expressed/carried genes of three linked sample subtypes in PE, we identified potential biomarkers and mechanistic gene pathways that may be important in the pathophysiology of PE and could be further explored in future studies.
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Affiliation(s)
- Toluwalase Awoyemi
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Wei Zhang
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Maryam Rahbar
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Adam Cribbs
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Prasanna Logenthiran
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Shuhan Jiang
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Gavin Collett
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Ana Sofia Cerdeira
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Manu Vatish
- Nuffield Department of Women’s & Reproductive Health, University of Oxford, Oxford, United Kingdom
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