Characterization of genomic regions escaping epigenetic reprogramming in sheep
Open accessAbstract
The mammalian genome undergoes two global epigenetic reprogramming events during the establishment of primordial germ cells and in the pre-implantation embryo after fertilization. These events involve the erasure and re-establishment of DNA methylation marks. However, imprinted genes and transposable elements (TEs) maintain their DNA methylation signatures to ensure normal embryonic development and genome stability. Despite extensive research in mice and humans, there is limited knowledge regarding environmentally induced epigenetic marks that escape epigenetic reprogramming in other species. Therefore, the objective of this study was to examine the characteristics and locations of genomic regions that evade epigenetic reprogramming in sheep, as well as to explore the biological functions of the genes within these regions. In a previous study, we identified 107 transgenerationally inherited differentially methylated cytosines (DMCs) in the F1 and F2 generations in response to a paternal methionine-supplemented diet. These DMCs were found in TEs, non-repetitive regions, and imprinted and non-imprinted genes. Our findings suggest that genomic regions, rather than TEs and imprinted genes, have the propensity to escape reprogramming and serve as potential candidates for transgenerational epigenetic inheritance. Notably, 34 transgenerational methylated genes influenced by paternal nutrition escaped reprogramming, impacting growth, development, male fertility, cardiac disorders, and neurodevelopment. Intriguingly, among these genes, 21 have been associated with neural development and brain disorders, such as autism, schizophrenia, bipolar disease, and intellectual disability. This suggests a potential genetic overlap between brain and infertility disorders. Overall, our study supports the concept of transgenerational epigenetic inheritance of environmentally induced marks in mammals.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
These RNA-mediated pathways influence neurodevelopmental, metabolic, and stress-related phenotypes in offspring in animal models.
“These RNA-mediated pathways influence neurodevelopmental, metabolic, and stress-related phenotypes in offspring in animal models.”
From Epigenetic changes associated with multi-generational trauma: characterization, mechanisms, and therapeutics (2026) · cites this paper as [139]
The Introduction describes environmentally altered epigenetic marks affecting next-generation phenotypes in mouse models, and the Results and discussion links sperm DNA-methylation regions to genes involved in neural development, growth, and cardiometabolic functions. But the paper examines DNA methylation and gene expression; its RNA sequencing of sperm does not establish that RNA-mediated pathways influence neurodevelopmental, metabolic, and stress-related phenotypes in offspring. (LLM, conf=0.84)
Experimental — accuracy not yet measuredGermline transmission of trauma-related effects may involve a combination of incomplete epigenetic erasure and RNA-mediated signaling mechanisms.
“Such findings suggest that germline transmission of trauma-related effects may involve a combination of incomplete epigenetic erasure and RNA-mediated signaling mechanisms, offering a biologically plausible framework despite extensive reprogramming.”
From Epigenetic changes associated with multi-generational trauma: characterization, mechanisms, and therapeutics (2026) · cites this paper as [139]
The Introduction says that epigenetic marks escaping reprogramming may transmit parental experiences and reports sperm epigenetic alterations across generations in mice exposed to long-term psychological stress. It also describes incomplete DNA-methylation erasure as a route to inheritance. The cited paper does not support the additional RNA-mediated signaling mechanism or establish that the two mechanisms act in combination for trauma-related effects. (LLM, conf=0.87)
Experimental — accuracy not yet measuredAccumulating evidence suggests that epigenetic reprogramming is not absolute.
“However, accumulating evidence suggests that epigenetic reprogramming is not absolute.”
From Epigenetic changes associated with multi-generational trauma: characterization, mechanisms, and therapeutics (2026) · cites this paper as [139]
Certain genomic regions, including imprinted loci, non-imprinted loci, and retrotransposable elements, may partially escape complete demethylation.
“Certain genomic regions, including imprinted loci, non-imprinted loci, and retrotransposable elements, may partially escape complete demethylation (139, 140).”
From Epigenetic changes associated with multi-generational trauma: characterization, mechanisms, and therapeutics (2026) · cites this paper as [139]
Experimental studies demonstrate that sperm-derived small noncoding RNAs, including miRNAs, tsRNAs, and lncRNA, can transmit information about paternal stress exposure independently of stable DNA methylation changes.
“In addition, experimental studies demonstrate that sperm-derived small noncoding RNAs, including miRNAs, tsRNAs, and lncRNA, can transmit information about paternal stress exposure independently of stable DNA methylation changes (139, 140).”
From Epigenetic changes associated with multi-generational trauma: characterization, mechanisms, and therapeutics (2026) · cites this paper as [139]
The Introduction mentions a mouse study linking paternal psychological stress to sperm epigenetic alterations, but it does not identify small noncoding RNAs as the means of transmission. The Results and discussion focus on sperm DNA methylation. Searches for miRNAs, tsRNAs, lncRNA, and transmission independent of stable DNA methylation found no passage addressing that mechanism. (LLM, conf=0.75)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Epigenetic inheritance at the agouti locus in the mouse
Morgan, H. D., Sutherland, H. G. E., Martin, D. I. K., & Whitelaw, E. (1999) · Nature Genetics · doi:10.1038/15490 · Cited by 1,476 · see citing works
Dolinoy, D. C., Huang, D., & Jirtle, R. L. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0703739104 · Cited by 1,369 · see citing works
Boksa, P. (2010) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2010.03.005 · Cited by 603 · see citing works
Milekic, M. H., Xin, Y., O’Donnell, A., Kumar, K. K., Bradley-Moore, M., Malaspina, D., Moore, H., Brunner, D., Ge, Y., Edwards, J., et al. (2015) · Molecular Psychiatry · doi:10.1038/mp.2014.84 · Cited by 190 · see citing works
Flagged first, then by citations
Research works printed but not linked: 143
- [1]Reik W, Dean W, Walter J. Epigenetic reprogramming in mammalian development. Science 2001; 293: 1089– 93. 11498579
- [2]Tang WWC, Kobayashi T, Irie N et al. Specification and epigenetic programming of the human germ line. Nat Rev Genet 2016; 17: 585– 600. 27573372
- [3]Combes AN, Whitelaw E. Epigenetic reprogramming: enforcer or enabler of developmental fate? Dev Growth Differ 2010; 52: 483– 91. 20608951
- [4]Popp C, Dean W, Feng S et al. Genome-wide erasure of DNA methylation in mouse primordial germ cells is affected by AID deficiency. Nature 2010; 463: 1101– 5. 20098412 PMC2965733
- [5]Bartolomei MS. Genomic imprinting: employing and avoiding epigenetic processes. Genes Dev 2009; 23: 2124– 33. 19759261 PMC2751984
- [6]Heard E, Martienssen RA. Transgenerational epigenetic inheritance: myths and mechanisms. Cell 2014; 157: 95– 109. 24679529 PMC4020004
- [7]van Otterdijk SD, Michels KB. Transgenerational epigenetic inheritance in mammals: how good is the evidence? FASEB J Off Publ Fed Am Soc Exp Biol 2016; 30: 2457– 65. 27037350
- [8]Wolff GL, Kodell RL, Moore SR et al. Maternal epigenetics and methyl supplements affect agouti gene expression in Avy/a mice. FASEB J Off Publ Fed Am Soc Exp Biol 1998; 12: 949– 57. 9707167
- [10]Kubsad D, Nilsson EE, King SE et al. Assessment of glyphosate induced epigenetic transgenerational inheritance of pathologies and sperm epimutations: generational toxicology. Sci Rep 2019; 9: 6372. PMC6476885 31011160
- [11]Zheng X, Li Z, Wang G et al. Sperm epigenetic alterations contribute to inter- and transgenerational effects of paternal exposure to long-term psychological stress via evading offspring embryonic reprogramming. Cell Discov 2021; 7: 101. PMC8553786 34711814
- [12]Braz CU, Taylor T, Namous H et al. Paternal diet induces transgenerational epigenetic inheritance of DNA methylation signatures and phenotypes in sheep model. PNAS Nexus 2022; 1: pgac040. PMC9802161 36713326
- [13]Guibert S, Forné T, Weber M. Global profiling of DNA methylation erasure in mouse primordial germ cells. Genome Res 2012; 22: 633– 41. 22357612 PMC3317146
- [14]Tang WWC, Dietmann S, Irie N et al. A unique gene regulatory network resets the human germline epigenome for development. Cell 2015; 161: 1453– 67. 26046444 PMC4459712
- [15]Gillette R, Son MJ, Ton L et al. Passing experiences on to future generations: endocrine disruptors and transgenerational inheritance of epimutations in brain and sperm. Epigenetics 2018; 13: 1106– 26. 30444163 PMC6342067
- [16]Chan D, Shao X, Dumargne M-C et al. Customized MethylC-Capture sequencing to evaluate variation in the human sperm DNA methylome representative of altered folate metabolism. Environ Health Perspect 2019; 127: 087002. PMC6792365 31393794
- [17]Townsend J, Braz CU, Taylor T et al. Effects of paternal methionine supplementation on sperm DNA methylation and embryo transcriptome in sheep. Environ Epigenetics 2023; 9: dvac029. PMC9885981 36727109
- [18]Kulis M, Queirós AC, Beekman R et al. Intragenic DNA methylation in transcriptional regulation, normal differentiation and cancer. Biochim Biophys Acta 2013; 1829: 1161– 74. 23938249
- [19]Pheiffer C, Erasmus RT, Kengne AP et al. Differential DNA methylation of microRNAs within promoters, intergenic and intragenic regions of type 2 diabetic, pre-diabetic and non-diabetic individuals. Clin Biochem 2016; 49: 433– 8. 26656639
- [20]Lu JY, Shao W, Chang L et al. Genomic repeats categorize genes with distinct functions for orchestrated regulation. Cell Rep 2020; 30: 3296– 311.e5. 32160538 PMC7195444
- [21]Bourque G, Burns KH, Gehring M et al. Ten things you should know about transposable elements. Genome Biol 2018; 19: 199. PMC6240941 30454069
- [22]Choi JY, Lee YCG, Betancourt A. Double-edged sword: the evolutionary consequences of the epigenetic silencing of transposable elements. PLoS Genet 2020; 16: e1008872. PMC7365398 32673310
- [24]Blewitt ME, Vickaryous NK, Paldi A et al. Dynamic reprogramming of DNA methylation at an epigenetically sensitive allele in mice. PLoS Genet 2006; 2: e49. PMC1428789 16604157
- [25]Rakyan VK, Blewitt ME, Druker R et al. Metastable epialleles in mammals. Trends Genet 2002; 18: 348– 51. 12127774
- [26]Waterland RA, Dolinoy DC, Lin J-R et al. Maternal methyl supplements increase offspring DNA methylation atAxin fused. Genesis 2006; 44: 401– 6. 16868943
- [27]Guo F, Yan L, Guo H et al. The transcriptome and DNA methylome landscapes of human primordial germ cells. Cell 2015; 161: 1437– 52. 26046443
- [28]Nzabarushimana E, Miousse IR, Shao L et al. Long-term epigenetic effects of exposure to low doses of 56Fe in the mouse lung. J Radiat Res (Tokyo) 2014; 55: 823– 8. 24585548 PMC4100002
- [29]Miousse IR, Chalbot M-CG, Lumen A et al. Response of transposable elements to environmental stressors. Mutat Res 2015; 765: 19– 39. PMC4544780 26281766
- [30]Misiak B, Ricceri L, Sąsiadek MM. Transposable elements and their epigenetic regulation in mental disorders: current evidence in the field. Front Genet 2019; 10: 580. PMC6603224 31293617
- [31]Rey O, Danchin E, Mirouze M et al. Adaptation to global change: a transposable element–epigenetics perspective. Trends Ecol Evol 2016; 31: 514– 26. 27080578
- [32]Ponomaryova AA, Rykova EY, Gervas PA et al. Aberrant methylation of LINE-1 transposable elements: a search for cancer biomarkers. Cells 2020; 9: 2017. PMC7563416 32887319
- [33]Wilson AS, Power BE, Molloy PL. DNA hypomethylation and human diseases. Biochim Biophys Acta BBA - Rev Cancer 2007; 1775: 138– 62. 17045745
- [34]Millership SJ, Van de Pette M, Withers DJ. Genomic imprinting and its effects on postnatal growth and adult metabolism. Cell Mol Life Sci CMLS 2019; 76: 4009– 21. 31270580 PMC6785587
- [35]Tang Q, Pan F, Yang J et al. Idiopathic male infertility is strongly associated with aberrant DNA methylation of imprinted loci in sperm: a case-control study. Clin Epigenet 2018; 10: 134. PMC6206675 30373665
- [36]Martos SN, Tang W-Y, Wang Z. Elusive inheritance: transgenerational effects and epigenetic inheritance in human environmental disease. Prog Biophys Mol Biol 2015; 118: 44– 54. 25792089 PMC4784256
- [37]McBirney M, King SE, Pappalardo M et al. Atrazine induced epigenetic transgenerational inheritance of disease, lean phenotype and sperm epimutation pathology biomarkers. PLoS One 2017; 12: e0184306. PMC5606923 28931070
- [38]Calvo A, Moreno L, Moreno L et al. Type XIX collagen: a promising biomarker from the basement membranes. Neural Regen Res 2020; 15: 988– 95. 31823868 PMC7034273
- [39]Gross N, Taylor T, Crenshaw T et al. The intergenerational impacts of paternal diet on DNA methylation and offspring phenotypes in sheep. Front Genet 2020; 11: 597943. PMC7674940 33250925
- [40]Sadri G, Fischer AG, Brittian KR et al. Collagen type XIX regulates cardiac extracellular matrix structure and ventricular function. Matrix Biol 2022; 109: 49– 69. 35346795 PMC9161575
- [41]Ejaz A, Mitterberger MC, Lu Z et al. Weight loss upregulates the small GTPase DIRAS3 in human white adipose progenitor cells, which negatively regulates adipogenesis and activates autophagy via Akt-mTOR inhibition. EBioMedicine 2016; 6: 149– 61. 27211557 PMC4856797
- [42]Zhu W, Jiang L, Pan C et al. Deoxyribonucleic acid methylation signatures in sperm deoxyribonucleic acid fragmentation. Fertil Steril 2021; 116: 1297– 307. 34253331
- [43]Aissa AF, Amaral CLD, Venancio VP et al. Methionine-supplemented diet affects the expression of cardiovascular disease-related genes and increases inflammatory cytokines in mice heart and liver. J Toxicol Environ Health A 2017; 80: 1116– 28. 28880739
- [44]Morgan HL, Paganopoulou P, Akhtar S et al. Paternal diet impairs F1 and F2 offspring vascular function through sperm and seminal plasma specific mechanisms in mice. J Physiol 2020; 598: 699– 715. 31617219
- [45]Arimitsu N, Kogure T, Baba T et al. p125/Sec23-interacting protein (Sec23ip) is required for spermiogenesis. FEBS Lett 2011; 585: 2171– 6. 21640725
- [46]Borgel J, Guibert S, Li Y et al. Targets and dynamics of promoter DNA methylation during early mouse development. Nat Genet 2010; 42: 1093– 100. 21057502
- [47]Lionel AC, Crosbie J, Barbosa N et al. Rare copy number variation discovery and cross-disorder comparisons identify risk genes for ADHD. Sci Transl Med 2011; 3: 95ra75. 21832240
- [48]Xu C, Aragam N, Li X et al. BCL9 and C9orf5 are associated with negative symptoms in schizophrenia: meta-analysis of two genome-wide association studies. PLoS One 2013; 8: e51674. PMC3558516 23382809
- [49]Bacchelli E, Ceroni F, Pinto D et al. A CTNNA3 compound heterozygous deletion implicates a role for αT-catenin in susceptibility to autism spectrum disorder. J Neurodev Disord 2014; 6: 17. PMC4104741 25050139
- [50]Poot M. Connecting the CNTNAP2 networks with neurodevelopmental disorders. Mol Syndromol 2015; 6: 7– 22. 25852443 PMC4369114
- [51]Zayats T, Jacobsen KK, Kleppe R et al. Exome chip analyses in adult attention deficit hyperactivity disorder. Transl Psychiatry 2016; 6: e923. PMC5315553 27754487
- [52]Behesti H, Fore TR, Wu P et al. ASTN2 modulates synaptic strength by trafficking and degradation of surface proteins. Proc Natl Acad Sci U S A 2018; 115: E9717– 26. 30242134 PMC6187130
- [53]Zettergren A, Höglund K, Kern S et al. Association of IL1RAP-related genetic variation with cerebrospinal fluid concentration of Alzheimer-associated tau protein. Sci Rep 2019; 9: 2460. PMC6385252 30792413
- [54]Johnston KJA, Adams MJ, Nicholl BI et al. Identification of novel common variants associated with chronic pain using conditional false discovery rate analysis with major depressive disorder and assessment of pleiotropic effects of LRFN5. Transl Psychiatry 2019; 9: 310. PMC6868167 31748543
- [55]Di Muro E, Palumbo P, Benvenuto M et al. Novel STAG1 frameshift mutation in a patient affected by a syndromic form of neurodevelopmental disorder. Genes 2021; 12: 1116. PMC8392311 34440290
- [56]Davies MN, Krause L, Bell JT et al. Hypermethylation in the ZBTB20 gene is associated with major depressive disorder. Genome Biol 2014; 15: R56. PMC4072999 24694013
- [57]Zhao A, Li Y, Niu M et al. SNPs in SNCA, MCCC1, DLG2, GBF1 and MBNL2 are associated with Parkinson’s disease in southern Chinese population. J Cell Mol Med 2020; 24: 8744– 52. 32652860 PMC7412680
- [58]Su J, Cole J, Fox MA. Loss of interneuron-derived collagen XIX leads to a reduction in perineuronal nets in the mammalian telencephalon. ASN Neuro 2017; 9: 1759091416689020. PMC5298462 28090790
- [59]Ryan DP, Henzel KS, Pearson BL et al. A paternal methyl donor-rich diet altered cognitive and neural functions in offspring mice. Mol Psychiatry 2018; 23: 1345– 55. 28373690 PMC5984088
- [60]Wang K-S, Tonarelli S, Luo X et al. Polymorphisms within ASTN2 gene are associated with age at onset of Alzheimer’s disease. J Neural Transm 2015; 122: 701– 8. 25410587
- [61]Xiao D, Su X, Gao H et al. The roles of Lpar1 in central nervous system disorders and diseases. Front Neurosci 2021; 15: 710473. PMC8353257 34385905
- [62]Ye X, Skinner MK, Kennedy G et al. Age-dependent loss of sperm production in mice via impaired lysophosphatidic acid signaling1. Biol Reprod 2008; 79: 328– 36. 18448840 PMC2574971
- [63]Kamiński S, Hering DM, Kordan W et al. Influence of splicing mutation within the lysophosphatidic acid receptor 1 gene (LPAR1) on semen quality in Holstein-Friesian bulls. Pol J Vet Sci 2018; 21: 419– 21. 30450886
- [64]Maeder CI, Kim J-I, Liang X et al. The THO complex coordinates transcripts for synapse development and dopamine neuron survival. Cell 2018; 174: 1436– 49.e20. 30146163 PMC6542560
- [65]Shan S, Xu F, Brenig B. Genome-wide association studies reveal neurological genes for dog herding, predation, temperament, and trainability traits. Front Vet Sci 2021; 8: 693290. PMC8335642 34368281
- [66]Wang X, Chinnam M, Wang J et al. Thoc1 deficiency compromises gene expression necessary for normal testis development in the mouse. Mol Cell Biol 2009; 29: 2794– 803. 19307311 PMC2682050
- [67]Wang S-H, Cheng C-Y, Tang P-C et al. Acute heat stress induces differential gene expressions in the testes of a broiler-type strain of taiwan country chickens. PLoS One 2015; 10: e0125816. PMC4416790 25932638
- [68]Sujit KM, Sarkar S, Singh V et al. Genome-wide differential methylation analyses identifies methylation signatures of male infertility. Hum Reprod 2018; 33: 2256– 67. 30358834
- [69]Folmsbee SS, Wilcox DR, Tyberghein K et al. αT-catenin in restricted brain cell types and its potential connection to autism. J Mol Psychiatry 2016; 4: 2. PMC4915096 27330745
- [70]Lincoln S, Allen M, Cox CL et al. LRRTM3 interacts with APP and BACE1 and has variants associating with Late-Onset Alzheimer’s Disease (LOAD). PLoS One 2013; 8: e64164. PMC3672107 23750206
- [71]Matos B, Publicover SJ, Castro LFC et al. Brain and testis: more alike than previously thought? Open Biol 2021; 11: 200322. PMC8169208 34062096
- [72]Guo JH, Huang Q, Studholme DJ et al. Transcriptomic analyses support the similarity of gene expression between brain and testis in human as well as mouse. Cytogenet Genome Res 2005; 111: 107– 9. 16103650
- [73]Arden R, Gottfredson LS, Miller G et al. Intelligence and semen quality are positively correlated. Intelligence 2009; 37: 277– 82. PMC2775227 19907694
- [74]Dragatsis I, Levine MS, Zeitlin S. Inactivation of Hdh in the brain and testis results in progressive neurodegeneration and sterility in mice. Nat Genet 2000; 26: 300– 6. 11062468
- [75]Kitamura K, Yanazawa M, Sugiyama N et al. Mutation of ARX causes abnormal development of forebrain and testes in mice and X-linked lissencephaly with abnormal genitalia in humans. Nat Genet 2002; 32: 359– 69. 12379852
- [77]Rodenas-Cuadrado P, Ho J, Vernes SC. Shining a light on CNTNAP2: complex functions to complex disorders. Eur J Hum Genet 2014; 22: 171– 8. 23714751 PMC3895625
- [78]Jia X, Yin Z, Peng Y. Gene differential co-expression analysis of male infertility patients based on statistical and machine learning methods. Front Microbiol 2023; 14: 1092143. PMC9911419 36778885
- [79]Liège S, Layé S, Li KS et al. Interleukin 1 receptor accessory protein (IL-1RAcP) is necessary for centrally mediated neuroendocrine and immune responses to IL-1beta. J Neuroimmunol 2000; 110: 134– 9. 11024543
- [80]Wang Z, Zhang Q, Lin J-R et al. Deep post-GWAS analysis identifies potential risk genes and risk variants for Alzheimer’s disease, providing new insights into its disease mechanisms. Sci Rep 2021; 11: 20511. PMC8519945 34654853
- [81]Carter CJ. Autism genes and the leukocyte transcriptome in autistic toddlers relate to pathogen interactomes, infection and the immune system. A role for excess neurotrophic sAPPα and reduced antimicrobial Aβ. Neurochem Int 2019; 126: 36– 58. 30862493
- [83]Hiradate Y, Harima R, Yanai R et al. Loss of Axdnd1 causes sterility due to impaired spermatid differentiation in mice. Reprod Med Biol 2022; 21: e12452. PMC8968163 35386379
- [84]Soubry A. Epigenetics as a driver of developmental origins of health and disease: did we forget the fathers? BioEssays 2018; 40: 1700113. 29168895
- [85]Fang L, Zhou Y, Liu S et al. Integrating signals from sperm methylome analysis and genome-wide association study for a better understanding of male fertility in cattle. Epigenomes 2019; 3: 10. PMC8594688 34968233
- [86]Nilsson EE, Sadler-Riggleman I, Skinner MK. Environmentally induced epigenetic transgenerational inheritance of disease. Environ Epigenetics 2018; 4: dvy016. PMC6051467 30038800
- [87]Ben Maamar M, Wang Y, Nilsson EE et al. Transgenerational sperm DMRs escape DNA methylation erasure during embryonic development and epigenetic inheritance. Environ Epigenetics 2023; 9: dvad003. PMC10281242 37346491
- [88]Zhai Y, Zhang M, An X et al. TRIM28 maintains genome imprints and regulates development of porcine SCNT embryos. Reprod Camb Engl 2021; 161: 411– 24. 33539314
- [89]Takikawa S, Wang X, Ray C et al. Human and mouse ZFP57 proteins are functionally interchangeable in maintaining genomic imprinting at multiple imprinted regions in mouse ES cells. Epigenetics 2013; 8: 1268– 79. 24135613 PMC3933488
- [90]Monteagudo-Sánchez A, Hernandez Mora JR, Simon C et al. The role of ZFP57 and additional KRAB-zinc finger proteins in the maintenance of human imprinted methylation and multi-locus imprinting disturbances. Nucleic Acids Res 2020; 48: 11394– 407. 33053156 PMC7672439
- [91]Krueger F, Andrews SR. Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics 2011; 27: 1571– 2. 21493656 PMC3102221
- [92]Akalin A, Kormaksson M, Li S et al. methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles. Genome Biol 2012; 13: R87. PMC3491415 23034086
- [93]Goodrich R, Johnson G, Krawetz SA. The preparation of human spermatozoal RNA for clinical analysis. Arch Androl 2007; 53: 161– 7. 17612875
- [94]Bolger AM, Lohse M, Usadel B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinforma Oxf Engl 2014; 30: 2114– 20. PMC4103590 24695404
- [95]Dobin A, Davis CA, Schlesinger F et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 2013; 29: 15– 21. 23104886 PMC3530905
- [96]Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinforma Oxf Engl 2010; 26: 139– 40. PMC2796818 19910308
- [97]Xu W, Xu M, Wang L et al. Integrative analysis of DNA methylation and gene expression identified cervical cancer-specific diagnostic biomarkers. Signal Transduct Target Ther 2019; 4: 55. PMC6908647 31871774
- [98]Karolchik D, Hinrichs AS, Furey TS et al. The UCSC table browser data retrieval tool. Nucleic Acids Res 2004; 32: D493– 6. 14681465 PMC308837
- [99]Raudvere U, Kolberg L, Kuzmin I et al. g:Profiler: a web server for functional enrichment analysis and conversions of gene lists (2019 update). Nucleic Acids Res 2019; 47: W191– 8. 31066453 PMC6602461
- [100]Myers KA, Nasioulas S, Boys A et al. ADGRV1 is implicated in myoclonic epilepsy. Epilepsia 2018; 59: 381– 8. 29266188
- [101]Freitag CM, Lempp T, Nguyen TT et al. The role of ASTN2 variants in childhood and adult ADHD, comorbid disorders and associated personality traits. J Neural Transm 2016; 123: 849– 58. 27138430
- [102]Anazi S, Maddirevula S, Salpietro V et al. Expanding the genetic heterogeneity of intellectual disability. Hum Genet 2017; 136: 1419– 29. 28940097
- [103]Pol-Fuster J, Cañellas F, Ruiz-Guerra L et al. The conserved ASTN2/BRINP1 locus at 9q33.1–33.2 is associated with major psychiatric disorders in a large pedigree from Southern Spain. Sci Rep 2021; 11: 14529. PMC8282839 34267256
- [104]Burt O, Johnston KJA, Graham N et al. Genetic variation in the ASTN2 locus in cardiovascular, metabolic and psychiatric traits: evidence for pleiotropy rather than shared biology. Genes 2021; 12: 1194. PMC8391428 34440368
- [105]Hori K, Shimaoka K, Hoshino M. AUTS2 gene: keys to understanding the pathogenesis of neurodevelopmental disorders. Cells 2021; 11: 11. PMC8750789 35011572
- [106]Berkowicz SR, Featherby TJ, Whisstock JC et al. Mice lacking Brinp2 or Brinp3, or both, exhibit behaviors consistent with neurodevelopmental disorders. Front Behav Neurosci 2016; 10: 196. PMC5079073 27826231
- [107]Schneider F, Metz I, Khudayberdiev S et al. Functional redundancy of cyclase-associated proteins CAP1 and CAP2 in differentiating neurons. Cells 2021; 10: 1525. PMC8234816 34204261
- [108]Zhao L, Li F, Yuan L et al. Expression of ovine CTNNA3 and CAP2 genes and their association with growth traits. Gene 2022; 807: 145949. 34481004
- [109]Jin J, Jin N, Zheng H et al. Catsper3 and Catsper4 are essential for sperm hyperactivated motility and male fertility in the mouse1. Biol Reprod 2007; 77: 37– 44. 17344468
- [110]Guo B, Qi M, Huang S et al. Cadherin-12 regulates neurite outgrowth through the PKA/Rac1/Cdc42 pathway in cortical neurons. Front Cell Dev Biol 2021; 9: 768970. PMC8606577 34820384
- [111]Zhang H, Yu J-Q, Yang -L-L et al. Identification of genome-wide SNP-SNP interactions associated with important traits in chicken. BMC Genomics 2017; 18: 892. PMC5698929 29162033
- [112]Li H, Dai Y, Luo Z et al. Cloning of a new testis-enriched gene C4orf22 and its role in cell cycle and apoptosis in mouse spermatogenic cells. Mol Biol Rep 2019; 46: 2029– 38. 30820741
- [113]Nakabayashi K, Komaki G, Tajima A et al. Identification of novel candidate loci for anorexia nervosa at 1q41 and 11q22 in Japanese by a genome-wide association analysis with microsatellite markers. J Hum Genet 2009; 54: 531– 7. 19680270
- [114]Nikpay M, Šeda O, Tremblay J et al. Genetic mapping of habitual substance use, obesity-related traits, responses to mental and physical stress, and heart rate and blood pressure measurements reveals shared genes that are overrepresented in the neural synapse. Hypertens Res 2012; 35: 585– 91. 22297481 PMC3368234
- [115]Kleijer KTE, Van Nieuwenhuize D, Spierenburg HA et al. Structural abnormalities in the primary somatosensory cortex and a normal behavioral profile in Contactin-5 deficient mice. Cell Adhes Migr 2018; 12: 5– 18. PMC5810773 28346043
- [116]Peñagarikano O, Abrahams BS, Herman EI et al. Absence of CNTNAP2 leads to epilepsy, neuronal migration abnormalities, and core autism-related deficits. Cell 2011; 147: 235– 46. 21962519 PMC3390029
- [117]Fang F, Ge M, Liu J et al. Association between genetic variants in DUSP15, CNTNAP2, and PCDHA genes and risk of childhood autism spectrum disorder. Behav Neurol 2021; 2021: 1– 6. PMC8261179 34257739
- [118]Watanabe Y, Takeuchi K, Higa Onaga S et al. Chondroitin sulfate N-acetylgalactosaminyltransferase-1 is required for normal cartilage development. Biochem J 2010; 432: 47– 55. 20812917 PMC2995422
- [119]Yoshioka N, Miyata S, Tamada A et al. Abnormalities in perineuronal nets and behavior in mice lacking CSGalNAcT1, a key enzyme in chondroitin sulfate synthesis. Mol Brain 2017; 10: 47. PMC5629790 28982363
- [120]Igarashi M, Takeuchi K, Sugiyama S. Roles of CSGalNAcT1, a key enzyme in regulation of CS synthesis, in neuronal regeneration and plasticity. Neurochem Int 2018; 119: 77– 83. 28987564
- [121]Smith JD, Meehan MH, Crean J et al. Alpha T-catenin (CTNNA3): a gene in the hand is worth two in the nest. Cell Mol Life Sci 2011; 68: 2493– 8. 21598020 PMC11114981
- [122]Reitz CJ, Tavassoli M, Kim DH et al. Proteomics and phosphoproteomics of failing human left ventricle identifies dilated cardiomyopathy-associated phosphorylation of CTNNA3. Proc Natl Acad Sci U S A 2023; 120: e2212118120. PMC10175742 37126683
- [123]Reggiani C, Coppens S, Sekhara T et al. Novel promoters and coding first exons in DLG2 linked to developmental disorders and intellectual disability. Genome Med 2017; 9: 67. PMC5518101 28724449
- [124]Chi X, Luo W, Song J et al. Kindlin-2 in Sertoli cells is essential for testis development and male fertility in mice. Cell Death Dis 2021; 12: 604. PMC8196014 34117213
- [125]Li F, Zhang W, Wang M et al. IL1RAP regulated by PRPRD promotes gliomas progression via inducing neuronal synapse development and neuron differentiation in vitro. Pathol - Res Pract 2020; 216: 153141. 32829106
- [126]Cheng P, Zhang R, Shan S et al. Novel IL1RAP mutation associated with schizophrenia interferes with neuronal growth and related NF-κB signal pathways. Neurosci Lett 2022; 775: 136533. 35181481
- [127]Schizophrenia Working Group of the Psychiatric Genomics Consortium. Biological insights from 108 schizophrenia-associated genetic loci. Nature 2014; 511: 421– 7. 25056061 PMC4112379
- [128]Reuter MS, Tawamie H, Buchert R et al. Diagnostic yield and novel candidate genes by exome sequencing in 152 consanguineous families with neurodevelopmental disorders. JAMA Psychiatry 2017; 74: 293– 9. 28097321
- [129]Zhang L, Guo Y, Wang L et al. Genomic variants associated with the number and diameter of muscle fibers in pigs as revealed by a genome-wide association study. Animal 2020; 14: 475– 81. 31610816
- [130]Mukherjee T, Hovingh ES, Foerster EG et al. NOD1 and NOD2 in inflammation, immunity and disease. Arch Biochem Biophys 2019; 670: 69– 81. 30578751
- [131]Wang M, Ye X, Hu J et al. NOD1/RIP2 signalling enhances the microglia-driven inflammatory response and undergoes crosstalk with inflammatory cytokines to exacerbate brain damage following intracerebral haemorrhage in mice. J Neuroinflammation 2020; 17: 364. PMC7708246 33261639
- [132]Adly N, Alhashem A, Ammari A et al. Ciliary genes TBC1D32/C6orf170 and SCLT1 are mutated in patients with OFD Type IX. Hum Mutat 2014; 35: 36– 40. 24285566
- [133]Almli LM, Lori A, Meyers JL et al. Problematic alcohol use associates with sodium channel and clathrin linker 1 (SCLT1) in trauma‐exposed populations. Addict Biol 2018; 23: 1145– 59. 29082582 PMC6584945
- [134]Lehalle D, Mosca-Boidron A-L, Begtrup A et al. STAG1 mutations cause a novel cohesinopathy characterised by unspecific syndromic intellectual disability. J Med Genet 2017; 54: 479– 88. 28119487
- [135]Cuadrado A, Losada A. Specialized functions of cohesins STAG1 and STAG2 in 3D genome architecture. Curr Opin Genet Dev 2020; 61: 9– 16. 32294612
- [136]Ciuculete DM, Boström AE, Tuunainen A-K et al. Changes in methylation within the STK32B promoter are associated with an increased risk for generalized anxiety disorder in adolescents. J Psychiatr Res 2018; 102: 44– 51. 29604450
- [137]Liao C, Sarayloo F, Vuokila V et al. Transcriptomic changes resulting from STK32B overexpression identify pathways potentially relevant to essential tremor. Front Genet 2020; 11: 813. PMC7413243 32849812
- [138]Suchocki T, Szyda J. Genome-wide association study for semen production traits in Holstein-Friesian bulls. J Dairy Sci 2015; 98: 5774– 80. 26051317
- [139]Winkler MJ, Müller P, Sharifi AM et al. Functional investigation of the coronary artery disease gene SVEP1. Basic Res Cardiol 2020; 115: 67. PMC7666586 33185739
- [140]Jung I-H, Elenbaas JS, Alisio A et al. SVEP1 is a human coronary artery disease locus that promotes atherosclerosis. Sci Transl Med 2021; 13: eabe0357. PMC8109261 33762433
- [141]Wang X, Chang Y, Li Y et al. Thoc1/Hpr1/p84 is essential for early embryonic development in the mouse. Mol Cell Biol 2006; 26: 4362– 7. 16705185 PMC1489088
- [142]Gusareva ES, Twizere J-C, Sleegers K et al. Male-specific epistasis between WWC1 and TLN2 genes is associated with Alzheimer’s disease. Neurobiol Aging 2018; 72: 188.e3– 12. PMC6769421 30201328
- [143]Al-Hakeim HK, Al-Issa AAR, Maes M. Serum agrin and talin are increased in major depression while agrin and creatine phosphokinase are associated with chronic fatigue and fibromyalgia symptoms in depression. Metab Brain Dis 2020; 35: 225– 35. 31734845
- [144]Manso AM, Okada H, Sakamoto FM et al. Loss of mouse cardiomyocyte talin-1 and talin-2 leads to β-1 integrin reduction, costameric instability, and dilated cardiomyopathy. Proc Natl Acad Sci U S A 2017; 114: E6250– 9. 28698364 PMC5544289
- [145]Milano A, Lodder EM, Bezzina Connie R. TNNI3K in cardiovascular disease and prospects for therapy. J Mol Cell Cardiol 2015; 82: 167– 73. 25787061
- [146]Medeiros de Araújo JA, Barão S, Mateos-White I et al. ZBTB20 is crucial for the specification of a subset of callosal projection neurons and astrocytes in the mammalian neocortex. Dev Camb Engl 2021; 148: dev196642. PMC8406536 34351428
- [147]Joseph S, Mahale SD. Male infertility knowledgebase: decoding the genetic and disease landscape. Database J Biol Databases Curation 2021; 2021: baab049. PMC8346693 34363073
Cited by
Sorted by citations
Mulligan, C. J., Quinn, E. B., Hamadmad, D., Dutton, C. L., Nevell, L., Binder, A. M., Panter-Brick, C., & Dajani, R. (2025) · Scientific Reports · doi:10.1038/s41598-025-89818-z · Cited by 36 · see citing works
Kac, E., Qi, Q., & Ryznar, R. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1769422 · Cited by 1 · see citing works
“Certain genomic regions, including imprinted loci, non-imprinted loci, and retrotransposable elements, may partially escape complete demethylation (139, 140).”
- Authors
- Braz, C. U., Passamonti, M. M., & Khatib, H.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- Università Cattolica del Sacro Cuore (IT)
- University of Wisconsin–Madison (US)
- Corresponding author
- Khatib, Hasan
- Venue
- Environmental Epigenetics
- Publisher
- Oxford University Press (OUP)
- Published
- 2023-12-20
- Volume
- 10
- Issue
- 1
- Pages
- dvad010-dvad010
- ISSN
- 1674-5507 (ISSN-L)
- 2058-5888
- PMC
- PMC10944287
- OpenAlex
- W4390024874
- Cited by
- 19
- References
- 4
- Citations by year
- 2026: 7 · 2025: 10 · 2024: 2
- FWCI
- 1.69
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- Current Zoology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- USDA Agriculture and Food Research Initiative Competitive Grants (2020-67015-30828 and 2022- 07855)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Syndromes and Imprinting
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
- Keywords
- epigenetic reprogramming, transgenerational epigenetic inheritance, DNA methylation, differentially methylated cytosines, paternal diet, methionine supplementation, transposable elements, genomic imprinting, primordial germ cells, preimplantation embryo, sheep, neural development, brain disorders, male infertility, environmental epigenetics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review