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Hou X, Liang F, Li J, Yang Y, Wang C, Qi T, Sheng W. Mapping cell diversity in human sporadic cerebral cavernous malformations. Gene 2024; 924:148605. [PMID: 38788816 DOI: 10.1016/j.gene.2024.148605] [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: 10/23/2023] [Revised: 05/12/2024] [Accepted: 05/21/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Cerebral cavernous malformation (CCM) is a low-flow, bleeding-prone vascular disease that can cause cerebral hemorrhage, seizure and neurological deficits. Its inheritance mode includes sporadic or autosomal dominant inheritance with incomplete penetrance, namely sporadic CCM (SCCM) and familial CCM. SCCM is featured by single lesion and single affection in a family. Among CCM patients especially SCCM, the pathogenesis of the corresponding phenotypes and pathological features or candidate genes have not been fully elucidated yet. METHODS Here, we performed in-depth single-cell RNA sequencing (scRNA-Seq) and bulk assay for transposase-accessible chromatin sequencing (ATAC-Seq) in SCCM and control patients. Further validation was conducted for the gene of interest using qPCR and RNA in situ hybridization (RNA FISH) techniques to provide further atlas and evidence for SCCM generative process. RESULTS We identified six cell types in the SCCM and control vessels and found that the expression of NEK1, RNPC3, FBRSL1, IQGAP2, MCUB, AP3B1, ESCO1, MYO9B and PVT1 were up-regulated in SCCM tissues. Among the six cell types, we found that compared with control conditions, PVT1 showed a rising peak which followed the pseudo-time axis in endothelial cell clusters of SCCM samples, while showed an increasing trend in smooth muscle cell clusters of SCCM samples. Further experiments indicated that, compared with the control vessels, PVT1 exhibited significantly elevated expression in SCCM samples. CONCLUSION In SCCM conditions, We found that in the process of development from control to lesion conditions, PVT1 showed a rising peak in endothelial cells and showed an increasing trend in smooth muscle cells at the same time. Overall, there was a significantly elevated expression of NEK1, RNPC3, FBRSL1, IQGAP2, MCUB, AP3B1, ESCO1, MYO9B and PVT1 in SCCM specimens compared to control samples.
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Affiliation(s)
- Xiaocan Hou
- Department of Rehabilitation Medicine, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Feng Liang
- Department of Neurosurgery, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Jiaoxing Li
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University; Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, No.58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Yibing Yang
- Department of Neurosurgery, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Chuhuai Wang
- Department of Rehabilitation Medicine, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2, Guangzhou, 510080, China.
| | - Tiewei Qi
- Department of Neurosurgery, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2, Guangzhou, 510080, China.
| | - Wenli Sheng
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University; Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, No.58 Zhongshan Road 2, Guangzhou, 510080, China.
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Croft J, Sandoval DF, Cistola D, Zhang J. Plasma water T 2 detects age-stratified differences in cardiometabolic health among familial CCM patients with Hispanic CCM1 mutation. Metab Brain Dis 2024; 39:885-893. [PMID: 38795261 DOI: 10.1007/s11011-024-01359-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 05/07/2024] [Indexed: 05/27/2024]
Abstract
Cerebral cavernous malformations (CCMs) are abnormal clusters of capillaries in the nervous system. This pilot study analyzed the cardiometabolic health status of individuals with familial CCMs caused by a rare mutation in the CCM1 gene (fCCM1). The aim was to compare plasma water T2 values from individuals with fCCM1 with values from metabolically unhealthy and healthy individuals with no known CCM mutations. This observational, cross-sectional study included 75 participants: 11 fCCM1 patients, 24 metabolically unhealthy and 40 metabolically healthy individuals. Plasma water T2, an early, global and practical marker of cardiometabolic health, was measured in the time domain using benchtop magnetic resonance relaxometry. The results were stratified by age (equal to or less than 45 vs. older than 45 years). Group means were compared using Welch's one-way ANOVA and post hoc Tukey-Kramer tests. Multivariable linear regression, with T2 as the outcome variable, was used to explore associations with age, gender, Hispanic ethnicity and fCCM1 status. In the younger age stratum, the fCCM1 group had a mean plasma water T2 value comparable to the metabolically healthy group (p = 0.6388), but higher than the unhealthy group (p < 0.0001). By contrast, in the older stratum, the mean plasma water T2 value for the fCCM1 group was comparable to the metabolically unhealthy group (p = 0.7819) and lower than the healthy group (p = 0.0005). Multivariable linear regression revealed that age and the interaction between age and fCCM1 status were significant predictors of T2, even after adjusting for gender and Hispanic ethnicity. Plasma water T2 shows potential as a biomarker for assessing the health status of individuals with fCCM1. Further research is needed to validate these preliminary observations and elucidate the association between CCMs and cardiometabolic health.
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Affiliation(s)
- Jacob Croft
- Center of Cancer Research, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX, 79905, USA
| | - Diana F Sandoval
- Center of Diabetes and Metabolic Syndrome, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX, 79905, USA
| | - David Cistola
- Center of Diabetes and Metabolic Syndrome, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX, 79905, USA
| | - Jun Zhang
- Center of Cancer Research, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX, 79905, USA.
- Department of Biomedical Sciences, Texas Tech University Health Science Center, 5001 El Paso Drive, El Paso, TX, 79905, USA.
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Croft J, Grajeda B, Aguirre LA, Abou-Fadel JS, Ellis CC, Estevao I, Almeida IC, Zhang J. Circulating Blood Prognostic Biomarker Signatures for Hemorrhagic Cerebral Cavernous Malformations (CCMs). Int J Mol Sci 2024; 25:4740. [PMID: 38731959 PMCID: PMC11084792 DOI: 10.3390/ijms25094740] [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: 03/05/2024] [Revised: 04/18/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024] Open
Abstract
Cerebral cavernous malformations (CCMs) are a neurological disorder characterized by enlarged intracranial capillaries in the brain, increasing the susceptibility to hemorrhagic strokes, a major cause of death and disability worldwide. The limited treatment options for CCMs underscore the importance of prognostic biomarkers to predict the likelihood of hemorrhagic events, aiding in treatment decisions and identifying potential pharmacological targets. This study aimed to identify blood biomarkers capable of diagnosing and predicting the risk of hemorrhage in CCM1 patients, establishing an initial set of circulating biomarker signatures. By analyzing proteomic profiles from both human and mouse CCM models and conducting pathway enrichment analyses, we compared groups to identify potential blood biomarkers with statistical significance. Specific candidate biomarkers primarily associated with metabolism and blood clotting pathways were identified. These biomarkers show promise as prognostic indicators for CCM1 deficiency and the risk of hemorrhagic stroke, strongly correlating with the likelihood of hemorrhagic cerebral cavernous malformations (CCMs). This lays the groundwork for further investigation into blood biomarkers to assess the risk of hemorrhagic CCMs.
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Affiliation(s)
- Jacob Croft
- Department of Molecular and Translational Medicine, Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA (J.S.A.-F.)
| | - Brian Grajeda
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX 79902, USA; (B.G.); (I.E.)
| | - Luis A. Aguirre
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX 79902, USA; (B.G.); (I.E.)
| | - Johnathan S. Abou-Fadel
- Department of Molecular and Translational Medicine, Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA (J.S.A.-F.)
| | - Cameron C. Ellis
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX 79902, USA; (B.G.); (I.E.)
| | - Igor Estevao
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX 79902, USA; (B.G.); (I.E.)
| | - Igor C. Almeida
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX 79902, USA; (B.G.); (I.E.)
| | - Jun Zhang
- Department of Molecular and Translational Medicine, Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA (J.S.A.-F.)
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Wang J, Tang J, Yang Y, Jiao Y, Huo R, Xu H, Zhao S, Sun Y, He Q, Yu Q, Wang S, Zhao J, Wang J, Cao Y. Genotype-phenotype correlations in multiple lesions of familial cerebral cavernous malformations concerning phosphatidylinositol 3-kinase catalytic subunit alpha mutations. Clin Transl Med 2024; 14:e1610. [PMID: 38450890 PMCID: PMC10918732 DOI: 10.1002/ctm2.1610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 02/08/2024] [Accepted: 02/18/2024] [Indexed: 03/08/2024] Open
Affiliation(s)
- Jie Wang
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Jihong Tang
- SIAT‐HKUST Joint Laboratory of Cell Evolution and Digital Health, Shenzhen‐Hong Kong Collaborative Innovation Research InstituteShenzhenChina
- Division of Life Science, Department of Chemical and Biological Engineering, and State Key Laboratory of Molecular NeuroscienceThe Hong Kong University of Science and TechnologyKowloonChina
| | - Yingxi Yang
- Division of Life Science, Department of Chemical and Biological Engineering, and State Key Laboratory of Molecular NeuroscienceThe Hong Kong University of Science and TechnologyKowloonChina
| | - Yuming Jiao
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Ran Huo
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Hongyuan Xu
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Shaozhi Zhao
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Yingfan Sun
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Qiheng He
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Qifeng Yu
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Shuo Wang
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Jizong Zhao
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Jiguang Wang
- SIAT‐HKUST Joint Laboratory of Cell Evolution and Digital Health, Shenzhen‐Hong Kong Collaborative Innovation Research InstituteShenzhenChina
- Division of Life Science, Department of Chemical and Biological Engineering, and State Key Laboratory of Molecular NeuroscienceThe Hong Kong University of Science and TechnologyKowloonChina
- Hong Kong Center for Neurodegenerative DiseasesHong Kong SARChina
| | - Yong Cao
- Department of NeurosurgeryBeijing Tiantan Hospital, Capital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
- Beijing Neurosurgical Institute, Capital Medical UniversityBeijingChina
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Croft J, Sandoval DF, Cistola D, Zhang J. Plasma water T 2 detects age-stratified differences in cardiometabolic health among familial CCM patients with Hispanic CCM1 mutation. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.10.23293944. [PMID: 37645828 PMCID: PMC10462205 DOI: 10.1101/2023.08.10.23293944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Introduction Cerebral cavernous malformations (CCMs) are abnormal clusters of capillaries in the nervous system. This pilot study analyzed the cardiometabolic health status of individuals with familial CCMs caused by a rare mutation in the CCM1 gene (fCCM1). The aim was to compare plasma water T2 values from individuals with fCCM1 with values from metabolically unhealthy and healthy individuals with no known CCM mutations. Design This observational, cross-sectional study included 75 participants: 11 fCCM1 patients, 24 metabolically unhealthy and 40 metabolically healthy individuals. Plasma water T2, an early, global and practical marker of cardiometabolic health, was measured in the time domain using benchtop magnetic resonance relaxometry. The results were stratified by age (≤ 45 vs. >45 years). Group means were compared using Welch's one-way ANOVA and post hoc Tukey-Kramer tests. Multivariable linear regression, with T2 as the outcome variable, was used to explore associations with age, gender, Hispanic ethnicity and fCCM1 status. Results In the younger age stratum, the fCCM1 group had a mean plasma water T2 value comparable to the metabolically healthy group (p=0.6388), but higher than the unhealthy group (p<0.0001). By contrast, in the older stratum, the mean plasma water T2 value for the fCCM1 group was comparable to the metabolically unhealthy group (p=0.7819) and lower than the healthy group (p=0.0005). Multivariable linear regression revealed that age and the interaction between age and fCCM1 status were significant predictors of T2, even after adjusting for gender and Hispanic ethnicity. Conclusion Plasma water T2 shows potential as a biomarker for assessing the health status of individuals with fCCM1. Further research is needed to validate these preliminary observations and elucidate the association between CCMs and cardiometabolic health.
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Affiliation(s)
- Jacob Croft
- Center of Cancer Research, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX 79905, USA
| | - Diana F. Sandoval
- Center of Diabetes and Metabolic Syndrome, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX 79905, USA
| | - David Cistola
- Center of Diabetes and Metabolic Syndrome, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX 79905, USA
| | - Jun Zhang
- Center of Cancer Research, Department of Molecular and Translation Medicine Texas Tech University Health Science Center El Paso, El Paso, TX 79905, USA
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Zhang J, Croft J, Le A. Familial CCM Genes Might Not Be Main Drivers for Pathogenesis of Sporadic CCMs-Genetic Similarity between Cancers and Vascular Malformations. J Pers Med 2023; 13:jpm13040673. [PMID: 37109059 PMCID: PMC10143507 DOI: 10.3390/jpm13040673] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/05/2023] [Accepted: 04/15/2023] [Indexed: 04/29/2023] Open
Abstract
Cerebral cavernous malformations (CCMs) are abnormally dilated intracranial capillaries that form cerebrovascular lesions with a high risk of hemorrhagic stroke. Recently, several somatic "activating" gain-of-function (GOF) point mutations in PIK3CA (phosphatidylinositol-4, 5-bisphosphate 3-kinase catalytic subunit p110α) were discovered as a dominant mutation in the lesions of sporadic forms of cerebral cavernous malformation (sCCM), raising the possibility that CCMs, like other types of vascular malformations, fall in the PIK3CA-related overgrowth spectrum (PROS). However, this possibility has been challenged with different interpretations. In this review, we will continue our efforts to expound the phenomenon of the coexistence of gain-of-function (GOF) point mutations in the PIK3CA gene and loss-of-function (LOF) mutations in CCM genes in the CCM lesions of sCCM and try to delineate the relationship between mutagenic events with CCM lesions in a temporospatial manner. Since GOF PIK3CA point mutations have been well studied in reproductive cancers, especially breast cancer as a driver oncogene, we will perform a comparative meta-analysis for GOF PIK3CA point mutations in an attempt to demonstrate the genetic similarities shared by both cancers and vascular anomalies.
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Affiliation(s)
- Jun Zhang
- Departments of Molecular & Translational Medicine (MTM), Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA
| | - Jacob Croft
- Departments of Molecular & Translational Medicine (MTM), Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA
| | - Alexander Le
- Departments of Molecular & Translational Medicine (MTM), Texas Tech University Health Science Center El Paso (TTUHSCEP), El Paso, TX 79905, USA
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