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Maili L, Tandon B, Yuan Q, Menezes S, Chiu F, Hashmi SS, Letra A, Eisenhoffer GT, Hecht JT. Disruption of fos causes craniofacial anomalies in developing zebrafish. Front Cell Dev Biol 2023; 11:1141893. [PMID: 37664458 PMCID: PMC10469461 DOI: 10.3389/fcell.2023.1141893] [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: 01/10/2023] [Accepted: 06/21/2023] [Indexed: 09/05/2023] Open
Abstract
Craniofacial development is a complex and tightly regulated process and disruptions can lead to structural birth defects, the most common being nonsyndromic cleft lip and palate (NSCLP). Previously, we identified FOS as a candidate regulator of NSCLP through family-based association studies, yet its specific contributions to oral and palatal formation are poorly understood. This study investigated the role of fos during zebrafish craniofacial development through genetic disruption and knockdown approaches. Fos was expressed in the periderm, olfactory epithelium and other cell populations in the head. Genetic perturbation of fos produced an abnormal craniofacial phenotype with a hypoplastic oral cavity that showed significant changes in midface dimensions by quantitative facial morphometric analysis. Loss and knockdown of fos caused increased cell apoptosis in the head, followed by a significant reduction in cranial neural crest cells (CNCCs) populating the upper and lower jaws. These changes resulted in abnormalities of cartilage, bone and pharyngeal teeth formation. Periderm cells surrounding the oral cavity showed altered morphology and a subset of cells in the upper and lower lip showed disrupted Wnt/β-catenin activation, consistent with modified inductive interactions between mesenchymal and epithelial cells. Taken together, these findings demonstrate that perturbation of fos has detrimental effects on oral epithelial and CNCC-derived tissues suggesting that it plays a critical role in zebrafish craniofacial development and a potential role in NSCLP.
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Affiliation(s)
- Lorena Maili
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
- Genetics and Epigenetics Graduate Program, The University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, Houston, TX, United States
| | - Bhavna Tandon
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Qiuping Yuan
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Simone Menezes
- Center for Craniofacial Research, University of Texas Health Science Center School of Dentistry at Houston, Houston, TX, United States
| | - Frankie Chiu
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
| | - S. Shahrukh Hashmi
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Ariadne Letra
- Center for Craniofacial Research, University of Texas Health Science Center School of Dentistry at Houston, Houston, TX, United States
- Department of Diagnostic and Biomedical Sciences, University of Texas Health Science Center School of Dentistry at Houston, Houston, TX, United States
| | - George T. Eisenhoffer
- Genetics and Epigenetics Graduate Program, The University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, Houston, TX, United States
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jacqueline T. Hecht
- Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, TX, United States
- Genetics and Epigenetics Graduate Program, The University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, Houston, TX, United States
- Center for Craniofacial Research, University of Texas Health Science Center School of Dentistry at Houston, Houston, TX, United States
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Rong W, Rome CP, Dietrich MA, Yao S. Decreased CRISPLD2 expression impairs osteogenic differentiation of human mesenchymal stem cells during in vitro expansion. J Cell Physiol 2023; 238:1368-1380. [PMID: 37021796 PMCID: PMC10330378 DOI: 10.1002/jcp.31014] [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: 10/24/2022] [Revised: 03/06/2023] [Accepted: 03/17/2023] [Indexed: 04/07/2023]
Abstract
Human mesenchymal stem cells (hMSCs) are the cornerstone of regenerative medicine; large quantities of hMSCs are required via in vitro expansion to meet therapeutic purposes. However, hMSCs quickly lose their osteogenic differentiation potential during in vitro expansion, which is a major roadblock to their clinical applications. In this study, we found that the osteogenic differentiation potential of human bone marrow stem cells (hBMSCs), dental pulp stem cells (hDPSCs), and adipose stem cells (hASCs) was severely impaired after in vitro expansion. To clarify the molecular mechanism underlying this in vitro expansion-related loss of osteogenic capacity in hMSCs, the transcriptome changes following in vitro expansion of these hMSCs were compared. Cysteine-rich secretory protein LCCL domain-containing 2 (CRISPLD2) was identified as the most downregulated gene shared by late passage hBMSCs, hDPSCs, and hASCs. Both the secreted and non-secreted CRISPLD2 proteins progressively declined in hMSCs during in vitro expansion when the cells gradually lost their osteogenic potential. We thus hypothesized that the expression of CRISPLD2 is critical for hMSCs to maintain their osteogenic differentiation potential during in vitro expansion. Our studies showed that the knockdown of CRISPLD2 in early passage hBMSCs inhibited the cells' osteogenic differentiation in a siRNA dose-dependent manner. Transcriptome analysis and immunoblotting indicated that the CRISPLD2 knockdown-induced osteogenesis suppression might be attributed to the downregulation of matrix metallopeptidase 1 (MMP1) and forkhead box Q1 (FOXQ1). Furthermore, adeno-associated virus (AAV)-mediated CRISPLD2 overexpression could somewhat rescue the impaired osteogenic differentiation of hBMSCs during in vitro expansion. These results revealed that the downregulation of CRISPLD2 contributes to the impaired osteogenic differentiation of hMSCs during in vitro expansion. Our findings shed light on understanding the loss of osteogenic differentiation in hMSCs and provide a potential therapeutic target gene for bone-related diseases.
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Affiliation(s)
- Weiqiong Rong
- Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Calvin P. Rome
- Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Marilyn A. Dietrich
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Shaomian Yao
- Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
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Sylvester B, Brindopke F, Suzuki A, Giron M, Auslander A, Maas RL, Tsai B, Gao H, Magee W, Cox TC, Sanchez-Lara PA. A Synonymous Exonic Splice Silencer Variant in IRF6 as a Novel and Cryptic Cause of Non-Syndromic Cleft Lip and Palate. Genes (Basel) 2020; 11:genes11080903. [PMID: 32784565 PMCID: PMC7465030 DOI: 10.3390/genes11080903] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/28/2020] [Accepted: 08/04/2020] [Indexed: 12/31/2022] Open
Abstract
Missense, nonsense, splice site and regulatory region variants in interferon regulatory factor 6 (IRF6) have been shown to contribute to both syndromic and non-syndromic forms of cleft lip and/or palate (CL/P). We report the diagnostic evaluation of a complex multigeneration family of Honduran ancestry with a pedigree structure consistent with autosomal-dominant inheritance with both incomplete penetrance and variable expressivity. The proband's grandmother bore children with two partners and CL/P segregates on both sides of each lineage. Through whole-exome sequencing of five members of the family, we identified a single shared synonymous variant, located in the middle of exon 7 of IRF6 (p.Ser307Ser; g.209963979 G>A; c.921C>T). The variant was shown to segregate in the seven affected individuals and through three unaffected obligate carriers, spanning both sides of this pedigree. This variant is very rare, only being found in three (all of Latino ancestry) of 251,352 alleles in the gnomAD database. While the variant did not create a splice acceptor/donor site, in silico analysis predicted it to impact an exonic splice silencer element and the binding of major splice regulatory factors. In vitro splice assays supported this by revealing multiple abnormal splicing events, estimated to impact >60% of allelic transcripts. Sequencing of the alternate splice products demonstrated the unmasking of a cryptic splice site six nucleotides 5' of the variant, as well as variable utilization of cryptic splice sites in intron 6. The ectopic expression of different splice regulatory proteins altered the proportion of abnormal splicing events seen in the splice assay, although the alteration was dependent on the splice factor. Importantly, each alternatively spliced mRNA is predicted to result in a frame shift and prematurely truncated IRF6 protein. This is the first study to identify a synonymous variant as a likely cause of NS-CL/P and highlights the care that should be taken by laboratories when considering and interpreting variants.
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Affiliation(s)
- Beau Sylvester
- Division of Plastic and Maxillofacial Surgery, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (B.S.); (A.A.); (W.M.III)
| | | | - Akiko Suzuki
- Department of Oral & Craniofacial Sciences, University of Missouri-Kansas City School of Dentistry, Kansas City, MO 64108, USA; (A.S.); (T.C.C.)
| | - Melissa Giron
- Operación Sonrisa Honduras, Tegucigalpa 11101, Honduras;
| | - Allyn Auslander
- Division of Plastic and Maxillofacial Surgery, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (B.S.); (A.A.); (W.M.III)
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA 90033, USA
| | - Richard L. Maas
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Becky Tsai
- Fulgent Genetics, Temple City, CA 91780, USA; (B.T.); (H.G.)
| | - Hanlin Gao
- Fulgent Genetics, Temple City, CA 91780, USA; (B.T.); (H.G.)
| | - William Magee
- Division of Plastic and Maxillofacial Surgery, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (B.S.); (A.A.); (W.M.III)
| | - Timothy C. Cox
- Department of Oral & Craniofacial Sciences, University of Missouri-Kansas City School of Dentistry, Kansas City, MO 64108, USA; (A.S.); (T.C.C.)
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO 64108, USA
| | - Pedro A. Sanchez-Lara
- Department of Pediatrics, Cedars-Sinai Medical Center, David Geffen School of Medicine at UCLA, Los Angeles, CA 90048, USA
- Correspondence: ; Tel.: +1-(310)-423-4461
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Barba A, Urbina C, Maili L, Greives MR, Blackwell SJ, Mulliken JB, Chiquet B, Blanton SH, Hecht JT, Letra A. Association of IFT88 gene variants with nonsyndromic cleft lip with or without cleft palate. Birth Defects Res 2019; 111:659-665. [PMID: 30953423 DOI: 10.1002/bdr2.1504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 03/08/2019] [Accepted: 03/18/2019] [Indexed: 01/17/2023]
Abstract
BACKGROUND Nonsyndromic cleft lip with or without cleft palate (NSCLP) is a common birth defect with multifactorial etiology. Genetic studies have identified numerous gene variants in association with NSCLP. IFT88 (intraflagellar transport 88) has been suggested to play a major role in craniofacial development, as Ift88 mutant mice exhibit cleft palate and mutations in IFT88 were identified in individuals with NSCLP. OBJECTIVE To investigate the association of IFT88 single nucleotide gene variants (SNVs) with NSCLP in a large family data set consisting of non-Hispanic white (NHW) and Hispanic families. METHODS Nine SNVs in/nearby IFT88 were genotyped in 482 NHW families and 301 Hispanic NSCLP families. Genotyping was performed using TaqMan® chemistry. Single- and pairwise-SNV association analyses were performed for all families stratified by ethnicity and family history of NSCLP using the family-based association test (FBAT), and association in the presence of linkage (APL). Bonferroni correction was used to adjust for multiple testing and p values ≤.0055 were considered statistically significant. RESULTS Significant association was found between IFT88 rs9509311 and rs2497490 and NSCLP in NHW all families (p = .004 and .005, respectively), while nominal associations were found for rs7998361 and rs9509307 (p < .05). Pairwise association analyses also showed nominal associations between NSCLP in both NHW and Hispanic data sets (p < .05). No association was found between individual variants in IFT88 and NSCLP in Hispanics. CONCLUSIONS Our results suggest that variation in IFT88 may contribute to NSCLP risk, particularly in multiplex families from a non-Hispanic white population.
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Affiliation(s)
- Amanda Barba
- Center for Craniofacial Research, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas
| | - Christian Urbina
- Department of Pediatrics, Pediatrics Research Center, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Lorena Maili
- Department of Pediatrics, Pediatrics Research Center, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Matthew R Greives
- Department of Pediatric Surgery, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Steven J Blackwell
- Department of Plastic Surgery, Shriners Hospital for Children, Houston, Texas
| | - John B Mulliken
- Department of Plastic and Oral Surgery, Boston Children's Hospital, Boston, Massachusetts
| | - Brett Chiquet
- Center for Craniofacial Research, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas.,Department of Pediatrics, Pediatrics Research Center, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas.,Department of Pediatric Dentistry, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas
| | - Susan H Blanton
- Department of Human Genetics and John P. Hussman Institute of Human Genomics, University of Miami Miller School of Medicine, Miami, Florida
| | - Jacqueline T Hecht
- Center for Craniofacial Research, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas.,Department of Pediatrics, Pediatrics Research Center, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Ariadne Letra
- Center for Craniofacial Research, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas.,Department of Pediatrics, Pediatrics Research Center, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas.,Department of Diagnostic and Biomedical Sciences, School of Dentistry, University of Texas Health Science Center at Houston, Houston, Texas
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5
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Chiquet BT, Yuan Q, Swindell EC, Maili L, Plant R, Dyke J, Boyer R, Teichgraeber JF, Greives MR, Mulliken JB, Letra A, Blanton SH, Hecht JT. Knockdown of Crispld2 in zebrafish identifies a novel network for nonsyndromic cleft lip with or without cleft palate candidate genes. Eur J Hum Genet 2018; 26:1441-1450. [PMID: 29899370 DOI: 10.1038/s41431-018-0192-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Revised: 04/10/2018] [Accepted: 05/08/2018] [Indexed: 11/09/2022] Open
Abstract
Orofacial development is a multifaceted process involving tightly regulated genetic signaling networks, that when perturbed, lead to orofacial abnormalities including cleft lip and/or cleft palate. We and others have shown an association between the cysteine-rich secretory protein LCCL domain containing 2 (CRISPLD2) gene and nonsyndromic cleft lip with or without cleft palate (NSCLP). Further, we demonstrated that knockdown of Crispld2 in zebrafish alters neural crest cell migration patterns resulting in abnormal jaw and palate development. In this study, we performed RNA profiling in zebrafish embryos and identified 249 differentially expressed genes following knockdown of Crispld2. In silico pathway analysis identified a network of seven genes previously implicated in orofacial development for which differential expression was validated in three of the seven genes (CASP8, FOS, and MMP2). Single nucleotide variant (SNV) genotyping of these three genes revealed significant associations between NSCLP and FOS/rs1046117 (GRCh38 chr14:g.75746690 T > C, p = 0.0005) in our nonHispanic white (NHW) families and MMP2/rs243836 (GRCh38 chr16:g.55534236 G > A; p = 0.002) in our Hispanic families. Nominal association was found between NSCLP and CASP8/rs3769825 (GRCh38 chr2:g.202111380 C > A; p < 0.007). Overtransmission of MMP2 haplotypes were identified in the Hispanic families (p < 0.002). Significant gene-gene interactions were identified for FOS-MMP2 in the NHW families and for CASP8-FOS in the NHW simplex family subgroup (p < 0.004). Additional in silico analysis revealed a novel gene regulatory network including five of these newly identified and 23 previously reported NSCLP genes. Our results demonstrate that animal models of orofacial clefting can be powerful tools to identify novel candidate genes and gene regulatory networks underlying NSCLP.
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Affiliation(s)
- Brett T Chiquet
- Center for Craniofacial Research, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, TX, 77054, USA. .,Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA.
| | - Qiuping Yuan
- Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA
| | - Eric C Swindell
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, 77030, USA.,Department of Biochemistry and Molecular Biology, UTHealth McGovern Medical School, Houston, Texas, 77030, USA
| | - Lorena Maili
- Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA.,The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, 77030, USA
| | - Robert Plant
- Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA
| | - Jeffrey Dyke
- Center for Craniofacial Research, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, TX, 77054, USA
| | - Ryan Boyer
- Center for Craniofacial Research, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, TX, 77054, USA
| | - John F Teichgraeber
- Divison of Pediatric Plastic Surgery, Department of Pediatric Surgery, UTHealth McGovern Medical School, Houston, TX, 77030, USA
| | - Matthew R Greives
- Divison of Pediatric Plastic Surgery, Department of Pediatric Surgery, UTHealth McGovern Medical School, Houston, TX, 77030, USA
| | | | - Ariadne Letra
- Center for Craniofacial Research, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, TX, 77054, USA.,Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA
| | - Susan H Blanton
- Dr. John T. Macdonald Foundation Department of Human Genetics, John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - Jacqueline T Hecht
- Center for Craniofacial Research, University of Texas Health Science Center at Houston (UTHealth) School of Dentistry, Houston, TX, 77054, USA.,Pediatric Research Center, Department of Pediatrics, UTHealth McGovern Medical School, Houston, TX, 77030, USA.,The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, 77030, USA
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Ge X, Shi QM, Ding Z, Ju Q, Wang H, Wang Q, Li MX, Chen G, Wang HX, Xu LC. Association Between CRISPLD2 Polymorphisms and the Risk of Nonsyndromic Clefts of the Lip and/or Palate: A Meta-analysis. Cleft Palate Craniofac J 2018; 55:328-334. [PMID: 29437515 DOI: 10.1177/1055665617738995] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Nonsyndromic clefts of the lip and/or palate (NSCL/P) are one of the most common polygenic diseases. Recently, many studies focused on the association between CRISPLD2 polymorphisms and NSCL/P risk. However, some studies have shown opposite results. In this study, meta-analysis was used to confirm whether CRISPLD2 polymorphism was associated with NSCL/P, and the possible mechanism between CRISPLD2 and NSCL/P was explored. METHODS Relevant studies were conducted on PubMed, Ovid, EBSCO, CINAHL, FMRS, Web of Science, CNKI, and Wanfang databases from their inception up to June 31, 2016. Review Manager 5.0.24 was used to analyze whether CRISPLD2 polymorphism was involved in NSCL/P by pooling odds ratios (ORs) and 95% confidence intervals (CIs). Potential publication bias was evaluated by visual inspection of the funnel plot. RESULTS CRISPLD2 rs4783099 was associated with cleft lip and/or palate (CL/P) statistically (OR = 3.18, P < .01). Compared to genotype TT, genotypes CC and CT were correlated significantly (OR = 2.04, P = .04) with CL/P. No evidence showed an association between genetic variation at the CRISPLD2 locus and cleft palate only (CP). CONCLUSION The polymorphism of CRISPLD2 rs4783099 is correlated with an increased risk of CL/P.
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Affiliation(s)
- Xing Ge
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Qiao-Mei Shi
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Zhen Ding
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Qiang Ju
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Hui Wang
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Qi Wang
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Meng-Xue Li
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Gang Chen
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Heng-Xue Wang
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Li-Chun Xu
- 1 School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu, China
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Tracing the Evolutionary History of the CAP Superfamily of Proteins Using Amino Acid Sequence Homology and Conservation of Splice Sites. J Mol Evol 2017; 85:137-157. [DOI: 10.1007/s00239-017-9813-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Accepted: 10/11/2017] [Indexed: 11/26/2022]
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Sharp GC, Ho K, Davies A, Stergiakouli E, Humphries K, McArdle W, Sandy J, Davey Smith G, Lewis SJ, Relton CL. Distinct DNA methylation profiles in subtypes of orofacial cleft. Clin Epigenetics 2017; 9:63. [PMID: 28603561 PMCID: PMC5465456 DOI: 10.1186/s13148-017-0362-2] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 05/26/2017] [Indexed: 11/13/2022] Open
Abstract
Background Epigenetic data could help identify risk factors for orofacial clefts, either by revealing a causal role for epigenetic mechanisms in causing clefts or by capturing information about causal genetic or environmental factors. Given the evidence that different subtypes of orofacial cleft have distinct aetiologies, we explored whether children with different cleft subtypes showed distinct epigenetic profiles. Methods In whole-blood samples from 150 children from the Cleft Collective cohort study, we measured DNA methylation at over 450,000 sites on the genome. We then carried out epigenome-wide association studies (EWAS) to test the association between methylation at each site and cleft subtype (cleft lip only (CLO) n = 50; cleft palate only (CPO) n = 50; cleft lip and palate (CLP) n = 50). We also compared methylation in the blood to methylation in the lip or palate tissue using genome-wide data from the same 150 children and conducted an EWAS of CLO compared to CLP in lip tissue. Results We found four genomic regions in blood differentially methylated in CLO compared to CLP, 17 in CPO compared to CLP and 294 in CPO compared to CLO. Several regions mapped to genes that have previously been implicated in the development of orofacial clefts (for example, TBX1, COL11A2, HOXA2, PDGFRA), and over 250 associations were novel. Methylation in blood correlated with that in lip/palate at some regions. There were 14 regions differentially methylated in the lip tissue from children with CLO and CLP, with one region (near KIAA0415) showing up in both the blood and lip EWAS. Conclusions Our finding of distinct methylation profiles in different orofacial cleft (OFC) subtypes represents a promising first step in exploring the potential role of epigenetic modifications in the aetiology of OFCs and/or as clinically useful biomarkers of OFC subtypes. Electronic supplementary material The online version of this article (doi:10.1186/s13148-017-0362-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Gemma C Sharp
- MRC Integrative Epidemiology Unit, School of Oral and Dental Sciences, University of Bristol, Bristol, England
| | - Karen Ho
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, England
| | - Amy Davies
- School of Oral and Dental Sciences, University of Bristol, Bristol, England
| | - Evie Stergiakouli
- MRC Integrative Epidemiology Unit, School of Oral and Dental Sciences, University of Bristol, Bristol, England
| | - Kerry Humphries
- School of Oral and Dental Sciences, University of Bristol, Bristol, England
| | - Wendy McArdle
- School of Social and Community Medicine, University of Bristol, Bristol, England
| | - Jonathan Sandy
- School of Oral and Dental Sciences, University of Bristol, Bristol, England
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, England
| | - Sarah J Lewis
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, England
| | - Caroline L Relton
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, England
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10
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Messetti AC, Machado RA, de Oliveira CE, Martelli-Júnior H, de Almeida Reis SR, Moreira HSB, Persuhn DC, Wu T, Coletta RD. Brazilian multicenter study of association between polymorphisms in CRISPLD2 and JARID2 and non-syndromic oral clefts. J Oral Pathol Med 2016; 46:232-239. [PMID: 27328068 DOI: 10.1111/jop.12470] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2016] [Indexed: 12/13/2022]
Abstract
BACKGROUND Variants in the cysteine-rich secretory protein LCCL domain containing 2 gene (CRISPLD2) and in the jumonji, AT-rich interaction domain 2 gene (JARID2) were previously shown to influence non-syndromic oral cleft susceptibility. Herein, we performed a case-control study to examine the potential association of single-nucleotide polymorphisms (SNPs) in CRISPLD2 and JARID2 with non-syndromic cleft lip and/or palate (NSCL/P) in the Brazilian population. Given the ethnicity-dependent genetic predisposition to NSCL/P, we performed a structured analysis taking into account the genomic ancestry variation of each individual. METHODS Four SNPs in CRISPLD2 (rs1546124, rs8061351, rs2326398, and rs4783099) and four in JARID2 (rs915344, rs2299043, rs2237138, and rs2076056), that were previously reported to be associated with NSCL/P, were genotyped in 785 Brazilian patients with NSCL/P (549 with cleft lip with or without cleft palate-NSCL ± P, and 236 with cleft palate only-NSCPO) and 693 unaffected Brazilian controls. Genomic ancestry was assessed with a set of 40 biallelic short insertion/deletion variants previously validated as ancestry informative markers of the Brazilian population. RESULTS After adjustment of ancestry variations, allelic analysis revealed marginal associations between the CRISPLD2 rs4783099 T allele and increased risk for NSCPO (OR: 1.31, 95% CI: 1.05-1.62, P = 0.01) and between JARID2 rs2237138 and decreased NSCL ± P risk (OR: 0.80, 95% CI: 0.67-0.97, P = 0.02). Haplotype analysis indicated a lack of association between JARID2 haplotypes and non-syndromic oral cleft risk. CONCLUSIONS Our results suggest that CRISPLD2 rs4783099 may represent a risk factor for NSCPO while JARID2 rs2237138 shows a protective effect against NSCL ± P in the Brazilian population.
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Affiliation(s)
- Ana Camila Messetti
- Department of Oral Diagnosis, School of Dentistry, University of Campinas, Piracicaba, São Paulo, Brazil
| | - Renato Assis Machado
- Department of Oral Diagnosis, School of Dentistry, University of Campinas, Piracicaba, São Paulo, Brazil
| | | | - Hercílio Martelli-Júnior
- Stomatology Clinic, Dental School, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil.,Center for Rehabilitation of Craniofacial Anomalies, Dental School, University of José Rosario Vellano, Alfenas, Minas Gerais, Brazil
| | | | | | - Darlene Camati Persuhn
- Department of Molecular Biology, Federal University of Paraíba, João Pessoa, Paraíba, Brazil
| | - Tao Wu
- Peking University School of Public Health, Beijing, China
| | - Ricardo D Coletta
- Department of Oral Diagnosis, School of Dentistry, University of Campinas, Piracicaba, São Paulo, Brazil
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11
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Nimmagadda S, Buchtová M, Fu K, Geetha-Loganathan P, Hosseini-Farahabadi S, Trachtenberg AJ, Kuo WP, Vesela I, Richman JM. Identification and functional analysis of novel facial patterning genes in the duplicated beak chicken embryo. Dev Biol 2015; 407:275-88. [DOI: 10.1016/j.ydbio.2015.09.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Revised: 09/12/2015] [Accepted: 09/14/2015] [Indexed: 01/18/2023]
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12
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Swindell EC, Yuan Q, Maili LE, Tandon B, Wagner DS, Hecht JT. Crispld2 is required for neural crest cell migration and cell viability during zebrafish craniofacial development. Genesis 2015; 53:660-7. [PMID: 26297922 DOI: 10.1002/dvg.22897] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 08/20/2015] [Indexed: 12/28/2022]
Abstract
The CAP superfamily member, CRISPLD2, has previously been shown to be associated with nonsyndromic cleft lip and palate (NSCLP) in human populations and to be essential for normal craniofacial development in the zebrafish. Additionally, in rodent models, CRISPLD2 has been shown to play a role in normal lung and kidney development. However, the specific role of CRISPLD2 during these developmental processes has yet to be determined. In this study, it was demonstrated that Crispld2 protein localizes to the orofacial region of the zebrafish embryo and knockdown of crispld2 resulted in abnormal migration of neural crest cells (NCCs) during both early and late time points. An increase in cell death after crispld2 knockdown as well as an increase in apoptotic marker genes was also shown. This data suggests that Crispld2 modulates the migration, differentiation, and/or survival of NCCs during early craniofacial development. These results indicate an important role for Crispld2 in NCC migration during craniofacial development and suggests involvement of Crispld2 in cell viability during formation of the orofacies.
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Affiliation(s)
- Eric C Swindell
- Pediatric Research Center, Department of Pediatrics, The University of Texas Medical School, Houston, Texas.,The University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Qiuping Yuan
- Pediatric Research Center, Department of Pediatrics, The University of Texas Medical School, Houston, Texas
| | - Lorena E Maili
- Pediatric Research Center, Department of Pediatrics, The University of Texas Medical School, Houston, Texas.,The University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Bhavna Tandon
- Department of BioSciences, Rice University, Houston, Texas
| | | | - Jacqueline T Hecht
- Pediatric Research Center, Department of Pediatrics, The University of Texas Medical School, Houston, Texas.,The University of Texas Graduate School of Biomedical Sciences, Houston, Texas.,The University of Texas School of Dentistry, Houston, Texas
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13
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Palm and finger print characteristics in nonfamilial cleft lip and palate patients and their parents. J Craniofac Surg 2015; 24:769-72. [PMID: 23714876 DOI: 10.1097/scs.0b013e3182869870] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The aim of this study was to investigate if Iranian individuals with nonfamilial cleft lip and palate (CLP) and their unaffected parents display more dermatoglyphic asymmetry than the normal population.The study group included 55 patients with nonfamilial CLP and their unaffected parents (38 fathers and 47 mothers). The control group included 60 healthy children and their parents (37 fathers and 50 mothers). Total ridge counts of each finger (TRC), atd angles, a-b ridge counts, and finger print pattern types of all participants were recorded. Asymmetry between the right and left hands of each individual was determined. Dissimilarity between pattern types on homologous fingers was compared using chi-square test. Asymmetry of other parameters was statistically analyzed using the Mann-Whitney U test.There were no significant differences between the groups in terms of their asymmetry of atd angle, a-b ridge count, and pattern dissimilarity score. However, significant differences in mean TRC between CLP patients and control children were found for the right ring digit (P = 0.023), right little digit (P = 0.032), and left index digit (P = 0.005). Also, there were significant differences among CLP patients and control children (P = 0.022) as well as unaffected fathers of CLP patients and their control group (P = 0.020) in terms of type of finger print pattern.No enhanced fluctuating asymmetry was found in most of the dermatoglyphic traits in the population studied, which indicated a low degree of developmental instability of the sporadic cases of cleft deformity.
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14
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Guipponi M, Chentouf A, Webling KE, Freimann K, Crespel A, Nobile C, Lemke JR, Hansen J, Dorn T, Lesca G, Ryvlin P, Hirsch E, Rudolf G, Rosenberg DS, Weber Y, Becker F, Helbig I, Muhle H, Salzmann A, Chaouch M, Oubaiche ML, Ziglio S, Gehrig C, Santoni F, Pizzato M, Langel Ü, Antonarakis SE. Galanin pathogenic mutations in temporal lobe epilepsy. Hum Mol Genet 2015; 24:3082-91. [DOI: 10.1093/hmg/ddv060] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 02/11/2015] [Indexed: 12/18/2022] Open
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15
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Ludwig KU, Wahle P, Reutter H, Paredes-Zenteno M, Muñoz-Jimenez SG, Ortiz-Lopez R, Böhmer AC, Tessmann P, Nowak S, Nöthen MM, Knapp M, Rojas-Martinez A, Mangold E. Evaluating eight newly identified susceptibility loci for nonsyndromic cleft lip with or without cleft palate in a Mesoamerican population. ACTA ACUST UNITED AC 2013; 100:43-7. [DOI: 10.1002/bdra.23209] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 09/30/2013] [Accepted: 10/31/2013] [Indexed: 11/10/2022]
Affiliation(s)
- Kerstin U. Ludwig
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - Philipp Wahle
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - Heiko Reutter
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Neonatology; Children's Hospital, University of Bonn; Bonn Germany
| | | | | | - Rocio Ortiz-Lopez
- Department of Biochemistry and Molecular Medicine; School of Medicine; Universidad Autonoma de Nuevo Leon; Monterrey Mexico
- Centro de Investigación y Desarrollo en Ciencias de la Salud; Universidad Autónoma de Nuevo León; Monterrey Mexico
| | - Anne C. Böhmer
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - Peter Tessmann
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - Stefanie Nowak
- Institute of Human Genetics; University of Bonn; Bonn Germany
| | - Markus M. Nöthen
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - Michael Knapp
- Institute of Medical Biometry; Informatics and Epidemiology, University of Bonn; Bonn Germany
| | - Augusto Rojas-Martinez
- Department of Biochemistry and Molecular Medicine; School of Medicine; Universidad Autonoma de Nuevo Leon; Monterrey Mexico
- Centro de Investigación y Desarrollo en Ciencias de la Salud; Universidad Autónoma de Nuevo León; Monterrey Mexico
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16
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Both LCCL-domains of human CRISPLD2 have high affinity for lipid A. Biochimie 2013; 97:66-71. [PMID: 24090571 DOI: 10.1016/j.biochi.2013.09.021] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Accepted: 09/20/2013] [Indexed: 11/22/2022]
Abstract
The LCCL-domain is a recently defined protein module present in diverse extracellular multidomain proteins. Practically nothing is known about the molecular function of these domains; based on functional features of proteins harboring LCCL-domains it has been suggested that these domains might function as lipopolysaccharide-binding domains. Here we show that the two LCCL-domains of human CRISPLD2 protein, a lipopolysaccharide-binding serum protein involved in defense against endotoxin shock, have higher affinity for the lipid A, the toxic moiety of lipopolysaccharides than for ipopolysaccharide. Our observation that the LCCL-domains of CRISPLD2 are specific for the toxic lipid A moiety of the endotoxin suggests that it may block the interaction between endotoxins and the host endotoxin receptors without interfering with the development of antibacterial immunity against the polysaccharide moiety of LPS. We suggest that the anti-inflammatory function of CRISPLD2 protein may account for its role in various pathological and developmental processes.
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17
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Yuan Q, Chiquet BT, Devault L, Warman ML, Nakamura Y, Swindell EC, Hecht JT. Craniofacial abnormalities result from knock down of nonsyndromic clefting gene, crispld2, in zebrafish. Genesis 2012; 50:871-81. [PMID: 22887593 DOI: 10.1002/dvg.22051] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Revised: 07/24/2012] [Accepted: 07/29/2012] [Indexed: 11/10/2022]
Abstract
Nonsyndromic cleft lip and palate (NSCLP), a common birth defect, affects 4,000 newborns in the US each year. Previously, we described an association between CRISPLD2 and NSCLP and showed Crispld2 expression in the murine palate. These results suggested that a perturbation in CRISPLD2 activity affects craniofacial development. Here, we describe crispld2 expression and the phenotypic consequence of its loss of function in zebrafish. crispld2 was expressed at all stages of zebrafish morphogenesis examined and localized to the rostral end by 1-day postfertilization. Morpholino knockdown of crispld2 resulted in significant jaw and palatal abnormalities in a dose-dependent manner. Loss of crispld2 caused aberrant patterning of neural crest cells (NCC) suggesting that crispld2 is necessary for normal NCC formation. Altogether, we show that crispld2 plays a significant role in the development of the zebrafish craniofacies and alteration of normal protein levels disturbs palate and jaw formation. These data provide support for a role of CRISPLD2 in NSCLP.
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Affiliation(s)
- Qiuping Yuan
- Department of Pediatrics, University of Texas Medical School at Houston, Houston, Texas, USA
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18
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Abstract
Orofacial clefts (OFCs)--primarily cleft lip and cleft palate--are among the most common birth defects in all populations worldwide, and have notable population, ethnicity, and gender differences in birth prevalence. Interest in these birth defects goes back centuries, as does formal scientific interest; scientists often used OFCs as examples or evidence during paradigm shifts in human genetics, and have also used virtually every new method of human genetic analysis to deepen our understanding of OFC. This review traces the evolution of human genetic investigations of OFC, highlights the specific insights gained about OFC through the years, and culminates in a review of recent key OFC genetic findings resulting from the powerful tools of the genomics era. Notably, OFC represents a major success for genome-wide approaches, and the field is poised for further breakthroughs in the near future.
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Affiliation(s)
- Mary L Marazita
- Center for Craniofacial and Dental Genetics, Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.
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19
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Girardi A, Martinelli M, Carinci F, Morselli PG, Caramelli E, Scapoli L. No evidence for a role of CRISPLD2 in non-syndromic cleft lip with or without cleft palate in an Italian population. Eur J Oral Sci 2011; 119:102-5. [PMID: 21244519 DOI: 10.1111/j.1600-0722.2010.00801.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Non-syndromic cleft lip with or without cleft palate (NSCLP) is a malformation with variable phenotypes, resulting from a mixture of genetic and environmental factors. Some studies have supported a role for the 16q24 region and its candidate gene, CRISPLD2, in clefting. A replication study is necessary to confirm these findings. The aim of the present study was to test, by genetic linkage and association analyses, whether the candidate gene, CRISPLD2, represents a risk factor for NSCLP. The analysis of 39 multigenerational families provided formal exclusion of a linkage between NSCLP and the CRISPLD2 locus under different genetic models and non-parametric analyses. The family-based study of 239 unrelated probands and their parents revealed no association between any particular allele or haplotype and NSCLP. Therefore, the present investigation did not support the hypothesis of the involvement of CRISPLD2 in NSCLP malformation, at least with regard to the Italian population.
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Affiliation(s)
- Ambra Girardi
- Department of Histology, Embryology and Applied Biology, Centre of Molecular Genetics, CARISBO Foundation, University of Bologna, Bologna, Italy
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20
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Dixon MJ, Marazita ML, Beaty TH, Murray JC. Cleft lip and palate: understanding genetic and environmental influences. Nat Rev Genet 2011; 12:167-78. [PMID: 21331089 DOI: 10.1038/nrg2933] [Citation(s) in RCA: 1189] [Impact Index Per Article: 91.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Clefts of the lip and/or palate (CLP) are common birth defects of complex aetiology. CLP can occur in isolation or as part of a broad range of chromosomal, Mendelian or teratogenic syndromes. Although there has been marked progress in identifying genetic and environmental triggers for syndromic CLP, the aetiology of the more common non-syndromic (isolated) forms remains poorly characterized. Recently, using a combination of epidemiology, careful phenotyping, genome-wide association studies and analysis of animal models, several distinct genetic and environmental risk factors have been identified and confirmed for non-syndromic CLP. These findings have advanced our understanding of developmental biology and created new opportunities for clinical translational research.
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Affiliation(s)
- Michael J Dixon
- Faculty of Medical and Human Sciences, Manchester Academic Health Sciences Centre, Michael Smith Building, University of Manchester, Oxford Road, Manchester M13 9PT, UK
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21
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Chiquet BT, Henry R, Burt A, Mulliken JB, Stal S, Blanton SH, Hecht JT. Nonsyndromic cleft lip and palate: CRISPLD genes and the folate gene pathway connection. BIRTH DEFECTS RESEARCH. PART A, CLINICAL AND MOLECULAR TERATOLOGY 2011; 91:44-9. [PMID: 21254358 PMCID: PMC4142894 DOI: 10.1002/bdra.20737] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2010] [Revised: 07/19/2010] [Accepted: 08/05/2010] [Indexed: 01/22/2023]
Abstract
BACKGROUND Nonsyndromic cleft lip with or without cleft palate (NSCLP) is a common birth defect that has a multifactorial etiology. Despite having substantial genetic liability, <15% of the genetic contribution to NSCLP has been delineated. In our efforts to dissect the genetics of NSCLP, we found that variation in the CRISPLD2 (cysteine-rich secretory protein LCCL domain containing 2) gene is associated with NSCLP and that the protein is expressed in the developing murine craniofacies. In addition, we found suggestive linkage of NSCLP (LOD > 1.0) to the chromosomal region on 8q13.2-21.13 that contains the CRISPLD1 gene. The protein products of both CRISPLD1 and CRISPLD2 contain more cysteine residues than comparably sized proteins. Interestingly, the folic acid pathway produces endogenous cysteines, and variation in genes in this pathway is associated with NSCLP. Based on these observations, we hypothesized that variation in CRISPLD1 contributes to NSCLP and that both CRISPLD genes interact with each other and genes in the folic acid pathway. METHODS Single nucleotide polymorphisms (SNPs) in CRISPLD1 were genotyped in our non-Hispanic white and Hispanic multiplex and simplex NSCLP families. RESULTS There was little evidence for a role of variation for CRISPLD1 alone in NSCLP. However, interactions were detected between CRISPLD1/CRISPLD2 SNPs and variation in folate pathway genes. Altered transmission of one CRISPLD1 SNP was detected in the NHW simplex families. Importantly, interactions were detected between SNPs in CRISPLD1 and CRISPLD2 (15 interactions, 0.0031 ≤p < 0.05). CONCLUSION These novel findings suggest that CRISPLD1 plays a role in NSCLP through the interaction with CRISPLD2 and folate pathway genes.
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Affiliation(s)
- Brett T. Chiquet
- University of Texas Medical School, Houston, Texas
- University of Texas Dental Branch, Houston, Texas
| | - Robin Henry
- University of Texas Medical School, Houston, Texas
| | - Amber Burt
- University of Miami Miller School of Medicine, Miami, Florida
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