Epigenome-wide association study of DNA methylation in panic disorder
Open accessAbstract
BACKGROUND: Panic disorder (PD) is considered to be a multifactorial disorder emerging from interactions among multiple genetic and environmental factors. To date, although genetic studies reported several susceptibility genes with PD, few of them were replicated and the pathogenesis of PD remains to be clarified. Epigenetics is considered to play an important role in etiology of complex traits and diseases, and DNA methylation is one of the major forms of epigenetic modifications. In this study, we performed an epigenome-wide association study of PD using DNA methylation arrays so as to investigate the possibility that different levels of DNA methylation might be associated with PD. METHODS: values via the logit transformation for epigenome-wide association study. The relationship between each DNA methylation site and PD was assessed by linear regression analysis with adjustments for the effects of leukocyte subsets. RESULTS: Forty CpG sites showed significant association with PD at 5% FDR correction, though the differences of the DNA methylation levels were relatively small. Most of the significant CpG sites (37/40 CpG sites) were located in or around CpG islands. Many of the significant CpG sites (27/40 CpG sites) were located upstream of genes, and all such CpG sites with the exception of two were hypomethylated in PD subjects. A pathway analysis on the genes annotated to the significant CpG sites identified several pathways, including "positive regulation of lymphocyte activation." CONCLUSIONS: Although future studies with larger number of samples are necessary to confirm the small DNA methylation abnormalities associated with PD, there is a possibility that several CpG sites might be associated, together as a group, with PD.
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?
An EWAS study from patients suffering from panic disorder found enrichment in genes involved in the regulation of lymphocytes.
“Furthermore, an EWAS study from patients suffering from Panic Disorder found enrichment in genes involved in the regulation of lymphocytes (Shimada-Sugimoto et al., 2017).”
From Can epigenetics shine a light on the biological pathways underlying major mental disorders? (2022) · cites this paper as Shimada-Sugimoto et al., 2017
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
Gene Ontology: tool for the unification of biology
Ashburner, M., Ball, C. A., Blake, J. A., Botstein, D., Butler, H., Cherry, J. M., Davis, A. P., Dolinski, K., Dwight, S. S., Eppig, J. T., et al. (2000) · Nature Genetics · doi:10.1038/75556 · Cited by 43,206 · see citing works
(1998) · The Journal of Clinical Psychiatry · Cited by 19,139 · see citing works
(1998) · PubMed · Cited by 10,216 · see citing works
Adjusting batch effects in microarray expression data using empirical Bayes methods
Johnson, W. E., Li, C., & Rabinovic, A. (2007) · Biostatistics · doi:10.1093/biostatistics/kxj037 · Cited by 8,658 · see citing works
Gene ontology analysis for RNA-seq: accounting for selection bias
Young, M. D., Wakefield, M. J., Smyth, G. K., & Oshlack, A. (2010) · Genome Biology · doi:10.1186/gb-2010-11-2-r14 · Cited by 7,107 · see citing works
DNA methylation age of human tissues and cell types
Horvath, S. (2013) · Genome Biology · doi:10.1186/gb-2013-14-10-r115 · Cited by 7,075 · see citing works
DNA methylation arrays as surrogate measures of cell mixture distribution
Houseman, E. A., Accomando, W. P., Koestler, D. C., Christensen, B. C., Marsit, C. J., Nelson, H. H., Wiencke, J. K., & Kelsey, K. T. (2012) · BMC Bioinformatics · doi:10.1186/1471-2105-13-86 · Cited by 3,175 · see citing works
Epigenetic modifications and human disease
Portela, A., & Esteller, M. (2010) · Nature Biotechnology · doi:10.1038/nbt.1685 · Cited by 2,843 · see citing works
Du, P., Zhang, X., Huang, C.-C., Jafari, N., Kibbe, W. A., Hou, L., & Lin, S. M. (2010) · BMC Bioinformatics · doi:10.1186/1471-2105-11-587 · Cited by 2,136 · see citing works
lumi : a pipeline for processing Illumina microarray
Du, P., Kibbe, W. A., & Lin, S. M. (2008) · Bioinformatics · doi:10.1093/bioinformatics/btn224 · Cited by 2,028 · see citing works
Epigenetics and the environment: emerging patterns and implications
Feil, R., & Fraga, M. F. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3142 · Cited by 1,929 · see citing works
High density DNA methylation array with single CpG site resolution
Bibikova, M., Barnes, B., Tsan, C., Ho, V., Klotzle, B., Le, J. M., Delano, D., Zhang, L., Schroth, G. P., Gunderson, K. L., et al. (2011) · Genomics · doi:10.1016/j.ygeno.2011.07.007 · Cited by 1,727 · see citing works
Teschendorff, A. E., Marabita, F., Lechner, M., Bartlett, T. E., Tegner, J. N., Gómez-Cabrero, D., & Beck, S. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts680 · Cited by 1,652 · see citing works
A Review and Meta-Analysis of the Genetic Epidemiology of Anxiety Disorders
Hettema, J. M., Neale, M. C., & Kendler, K. S. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.10.1568 · Cited by 1,563 · see citing works
Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells
Ball, M. P., Li, J. B., Gao, Y., Lee, J., LeProust, E. M., Park, I., Xie, B., Daley, G. Q., & Church, G. M. (2009) · Nature Biotechnology · doi:10.1038/nbt.1533 · Cited by 1,087 · see citing works
Accounting for cellular heterogeneity is critical in epigenome-wide association studies
Jaffe, A. E., & Irizarry, R. A. (2014) · Genome Biology · doi:10.1186/gb-2014-15-2-r31 · Cited by 1,067 · see citing works
Epigenetic Signatures of Cigarette Smoking
Joehanes, R., Just, A. C., Marioni, R. E., Pilling, L. C., Reynolds, L. M., Mandaviya, P. R., Guan, W., Xu, T., Elks, C. E., Aslibekyan, S. W., et al. (2016) · Circulation Cardiovascular Genetics · doi:10.1161/circgenetics.116.001506 · Cited by 915 · see citing works
Chen, Y.-A., Lemire, M., Choufani, S., Butcher, D., Grafodatskaya, D., Zanke, B., Gallinger, S., Hudson, T. J., & Weksberg, R. (2013) · Epigenetics · doi:10.4161/epi.23470 · Cited by 908 · see citing works
Distinct DNA methylomes of newborns and centenarians
Heyn, H., Li, N., Ferreira, H. J., Moran, S., Pisano, D. G., Gomez, A., Diez, J., Sanchez-Mut, J. V., Setien, F., Carmona, F. J., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1120658109 · Cited by 802 · see citing works
Davies, M. N., Volta, M., Pidsley, R., Lunnon, K., Dixit, A., Lovestone, S., Coarfa, C., Harris, R. A., Milosavljevic, A., Troakes, C., et al. (2012) · Genome Biology · doi:10.1186/gb-2012-13-6-r43 · Cited by 630 · see citing works
A Family Study of Panic Disorder
Crowe, R. R. (1983) · Archives of General Psychiatry · doi:10.1001/archpsyc.1983.01790090027004 · Cited by 489 · see citing works
Dempster, E. L., Pidsley, R., Schalkwyk, L. C., Owens, S., Georgiades, A., Kane, F., Kalidindi, S., Picchioni, M., Kravariti, E., Toulopoulou, T., et al. (2011) · Human Molecular Genetics · doi:10.1093/hmg/ddr416 · Cited by 460 · see citing works
Hannon, E., Lunnon, K., Schalkwyk, L., & Mill, J. (2015) · Epigenetics · doi:10.1080/15592294.2015.1100786 · Cited by 455 · see citing works
Gao, X., Jia, M., Zhang, Y., Breitling, L. P., & Brenner, H. (2015) · Clinical Epigenetics · doi:10.1186/s13148-015-0148-3 · Cited by 386 · see citing works
Toperoff, G., Aran, D., Kark, J. D., Rosenberg, M. H., Dubnikov, T., Nissan, B., Wainstein, J., Friedlander, Y., Levy‐Lahad, E., Gläser, B., et al. (2011) · Human Molecular Genetics · doi:10.1093/hmg/ddr472 · Cited by 349 · see citing works
Methylation QTLs in the developing brain and their enrichment in schizophrenia risk loci
Hannon, E. J., Spiers, H., Viana, J. F., Pidsley, R., Burrage, J., Murphy, T. M., Troakes, C., Turecki, G., O’Donovan, M. C., Schalkwyk, L. C., et al. (2015) · Nature Neuroscience · doi:10.1038/nn.4182 · Cited by 336 · see citing works
A human B cell methylome at 100−base pair resolution
Rauch, T. A., Wu, X., Zhong, X., Riggs, A. D., & Pfeifer, G. P. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812399106 · Cited by 333 · see citing works
Genome-wide DNA methylation analysis of human brain tissue from schizophrenia patients
Wockner, L. F., Noble, E. P., Lawford, B. R., Young, R. M., Morris, C. P., Whitehall, V., & Voisey, J. (2014) · Translational Psychiatry · doi:10.1038/tp.2013.111 · Cited by 306 · see citing works
Clozapine and sulpiride but not haloperidol or olanzapine activate brain DNA demethylation
Dong, E., Nelson, M., Grayson, D. R., Costa, E., & Guidotti, A. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805493105 · Cited by 284 · see citing works
Nongenetic inheritance and transgenerational epigenetics
Szyf, M. (2015) · Trends in Molecular Medicine · doi:10.1016/j.molmed.2014.12.004 · Cited by 238 · see citing works
Slieker, R. C., Bos, S. D., Goeman, J. J., Bovée, J. V. M. G., Talens, R. P., van der Breggen, R., Suchiman, H. E. D., Lameijer, E.-W., Putter, H., van den Akker, E. B., et al. (2013) · Epigenetics & Chromatin · doi:10.1186/1756-8935-6-26 · Cited by 227 · see citing works
Sapienza, C., Lee, J. Y. H., Powell, J., Erinle, O., Yafai, F., Reichert, J., Siraj, E. S., & Madaio, M. P. (2011) · Epigenetics · doi:10.4161/epi.6.1.13362 · Cited by 208 · see citing works
Lou, S., Lee, H. M., Qin, H., Li, J., Gao, Z., Liu, X., Chan, L. L., Lam, V. K. L., So, W., Wang, Y., et al. (2014) · Genome biology · doi:10.1186/s13059-014-0408-0 · Cited by 198 · see citing works
Oxytocin receptor gene methylation: converging multilevel evidence for a role in social anxiety
Ziegler, C., Dannlowski, U., Bräuer, D., Stevens, S., Laeger, I., Wittmann, H., Kugel, H., Dobel, C., Hurlemann, R., Reif, A., et al. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.2 · Cited by 193 · see citing works
Metrnl: A secreted protein with new emerging functions
Zheng, S.-L., Li, Z.-Y., Song, J., Liu, J.-M., & Miao, C.-Y. (2016) · Acta Pharmacologica Sinica · doi:10.1038/aps.2016.9 · Cited by 190 · see citing works
Ziegler, C., Richter, J., Mahr, M., Gajewska, A., Schiele, M. A., Gehrmann, A., Schmidt, B., Lesch, K.-P., Lang, T., Helbig-Lang, S., et al. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.41 · Cited by 183 · see citing works
TMEM132D, a new candidate for anxiety phenotypes: evidence from human and mouse studies
Erhardt, A., Czibere, L., Roeske, D., Lucae, S., Unschuld, P. G., Ripke, S., Specht, M., Kohli, M. A., Kloiber, S. M., Ising, M., et al. (2010) · Molecular Psychiatry · doi:10.1038/mp.2010.41 · Cited by 182 · see citing works
Familial Aggregation and Phenomenology of 'Early'-Onset (at or Before Age 20 Years)
Goldstein, R. B. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830150097014 · Cited by 174 · see citing works
Novel multiple sclerosis susceptibility loci implicated in epigenetic regulation
Andlauer, T. F. M., Buck, D., Antony, G., Bayas, A., Bechmann, L., Berthele, A., Chan, A., Gasperi, C., Gold, R., Graetz, C., et al. (2016) · Science Advances · doi:10.1126/sciadv.1501678 · Cited by 174 · see citing works
Genetics of anxiety disorders: Genetic epidemiological and molecular studies in humans
Shimada‐Sugimoto, M., Otowa, T., & Hettema, J. M. (2015) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12291 · Cited by 159 · see citing works
Self-citationLemire, M., Zaidi, S. H. E., Ban, M., Ge, B., Aïssi, D., Germain, M., Kassam, I., Wang, M., Zanke, B. W., Gagnon, F., et al. (2015) · Nature Communications · doi:10.1038/ncomms7326 · Cited by 133 · see citing works
Kaminsky, Z. A., Tochigi, M., Jia, P., Pal, M., Mill, J. S., Kwan, A., Ioshikhes, I. P., Vincent, J. B., Kennedy, J. L., Strauss, J., et al. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.64 · Cited by 132 · see citing works
Self-citationGenome-wide Methylomic Analysis of Monozygotic Twins Discordant for Adolescent Depression
Dempster, E. L., Wong, C. C. Y., Lester, K. J., Burrage, J., Gregory, A. M., Mill, J. S., & Eley, T. C. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.04.013 · Cited by 132 · see citing works
Monoamine oxidase A gene DNA hypomethylation - A risk factor for panic disorder?
Domschke, K., Tidow, N., Kuithan, H., Schwarte, K., Klauke, B., Ambrée, O., Reif, A., Schmidt, H., Arolt, V., Kersting, A., et al. (2012) · The International Journal of Neuropsychopharmacology · doi:10.1017/s146114571200020x · Cited by 132 · see citing works
Gene-set analysis is severely biased when applied to genome-wide methylation data
Geeleher, P., Hartnett, L., Egan, L. J., Golden, A., Ali, R. A. R., & Seoighe, C. (2013) · Bioinformatics · doi:10.1093/bioinformatics/btt311 · Cited by 128 · see citing works
Genome-wide association study of panic disorder in the Japanese population
Otowa, T., Yoshida, E., Sugaya, N., Yasuda, S., Nishimura, Y., Inoue, K., Tochigi, M., Umekage, T., Miyagawa, T., Nishida, N., et al. (2009) · Journal of Human Genetics · doi:10.1038/jhg.2008.17 · Cited by 120 · see citing works
Self-citationRoberts, S., Lester, K. J., Hudson, J. L., Rapee, R. M., Creswell, C., Cooper, P. J., Thirlwall, K. J., Coleman, J. R. I., Breen, G., Wong, C. C. Y., et al. (2014) · Translational Psychiatry · doi:10.1038/tp.2014.83 · Cited by 118 · see citing works
Córdova-Palomera, A., Fatjó-Vilas, M., Gastó, C., Navarro, V, Krebs, M.-O., & Fañanás, L. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.49 · Cited by 117 · see citing works
Murphy, T. M., O’Donovan, A., Mullins, N., O’Farrelly, C., McCann, A., & Malone, K. (2015) · Psychiatric Genetics · doi:10.1097/ypg.0000000000000055 · Cited by 98 · see citing works
Candidate genes in panic disorder: meta-analyses of 23 common variants in major anxiogenic pathways
Howe, A. S., Buttenschøn, H. N., Bani‐Fatemi, A., Maron, E., Otowa, T., Erhardt, A., Binder, E. B., Gregersen, N. O., Mors, O. N., Woldbye, D. P. D., et al. (2015) · Molecular Psychiatry · doi:10.1038/mp.2015.138 · Cited by 97 · see citing works
Self-citationReplication and meta-analysis of TMEM132D gene variants in panic disorder
Erhardt, A., Akula, N., Schumacher, J., Czamara, D., Karbalai, N., Müller‐Myhsok, B., Mors, O. N., Børglum, A. D., Kristensen, A. S., Woldbye, D. P. D., et al. (2012) · Translational Psychiatry · doi:10.1038/tp.2012.85 · Cited by 93 · see citing works
Self-citationHuman Sympathetic Nerve Biology
Esler, M., Eikelis, N., Schlaich, M. P., Lambert, G. W., Alvarenga, M. E., Kaye, D. M., El‐Osta, A., Guo, L. J., Barton, D., Pier, C., et al. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1410.064 · Cited by 90 · see citing works
Wang, T., Guan, W., Lin, J., Boutaoui, N., CANINO, G. J., Luo, J., Celedon, J. C., & Chen, W. (2015) · Epigenetics · doi:10.1080/15592294.2015.1057384 · Cited by 88 · see citing works
Domschke, K., Tidow, N., Schrempf, M., Schwarte, K., Klauke, B., Reif, A., Kersting, A., Arolt, V., Zwanzger, P., & Deckert, J. (2013) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2013.07.014 · Cited by 87 · see citing works
Wang, D., Liu, X., Zhou, Y., Xie, H., Hong, X., Tsai, H., Wang, G., Liu, R., & Wang, X. (2012) · Epigenetics · doi:10.4161/epi.20117 · Cited by 82 · see citing works
Sex, stress, and epigenetics: regulation of behavior in animal models of mood disorders
Hodes, G. E. (2013) · Biology of Sex Differences · doi:10.1186/2042-6410-4-1 · Cited by 82 · see citing works
Numata, S., Ishii, K., Tajima, A., Iga, J.-I., Kinoshita, M., Watanabe, S., Umehara, H., Fuchikami, M., Okada, S., Boku, S., et al. (2015) · Epigenetics · doi:10.1080/15592294.2014.1003743 · Cited by 79 · see citing works
The neuronal noradrenaline transporter, anxiety and cardiovascular disease
Esler, M., Alvarenga, M. E., Pier, C., Richards, J., El‐Osta, A., Barton, D., Haikerwal, D., Kaye, D. M., Schlaich, M. P., Guo, L. J., et al. (2006) · Journal of Psychopharmacology · doi:10.1177/1359786806066055 · Cited by 78 · see citing works
Meta-analysis of genome-wide association studies for panic disorder in the Japanese population
Otowa, T., Kawamura, Y., Nishida, N., Sugaya, N., Koike, A., Yoshida, E., Inoue, K., Yasuda, S., Nishimura, Y., Liu, X., et al. (2012) · Translational Psychiatry · doi:10.1038/tp.2012.89 · Cited by 68 · see citing works
Self-citationBrain-specific epigenetic markers of schizophrenia
Wockner, L. F., Morris, C. P., Noble, E. P., Lawford, B. R., Whitehall, V., Young, R. M., & Voisey, J. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.177 · Cited by 59 · see citing works
A Powerful Pathway-Based Adaptive Test for Genetic Association with Common or Rare Variants
Pan, W., Kwak, I., & Wei, P. (2015) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2015.05.018 · Cited by 58 · see citing works
Immune Cell Imbalance in Major Depressive and Panic Disorders
Marazziti, D., Ambrogi, F., Vanacore, R., Mignani, V., Savino, M., Palego, L., Cassano, G. B., & Akiskal, H. S. (2008) · Neuropsychobiology · doi:10.1159/000118891 · Cited by 55 · see citing works
Genetics of Complex Traits in Psychiatry
Gelernter, J. E. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.08.005 · Cited by 55 · see citing works
Methylation of the SLC6a2 Gene Promoter in Major Depression and Panic Disorder
Bayles, R., Baker, E. K., Jowett, J. B. M., Barton, D., Esler, M., El‐Osta, A., & Lambert, G. W. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083223 · Cited by 43 · see citing works
Aberrant DNA Methylation of Blood in Schizophrenia by Adjusting for Estimated Cellular Proportions
Kinoshita, M., Numata, S., Tajima, A., Ohi, K., Hashimoto, R., Shimodera, S., Imoto, I., Takeda, M., & Ohmori, T. (2014) · NeuroMolecular Medicine · doi:10.1007/s12017-014-8319-5 · Cited by 42 · see citing works
Schleifer, S. J., Keller, S. E., & Bartlett, J. A. (2002) · Brain Behavior and Immunity · doi:10.1016/s0889-1591(02)00022-3 · Cited by 31 · see citing works
Lymphocyte Subsets and Mood States in Panic Disorder Patients
Park, J. E., Kim, S.-W., Park, Q., Jeong, D., & Yu, B. (2005) · Journal of Korean Medical Science · doi:10.3346/jkms.2005.20.2.215 · Cited by 24 · see citing works
Convergent, discriminant, and criterion-related validity of the social phobia and anxiety inventory
Rodebaugh, T. L., Chambless, D. L., Terrill, D. R., Floyd, M. Y., & Uhde, T. W. (2000) · Depression and Anxiety · doi:10.1002/(sici)1520-6394(2000)11:1 · Cited by 23 · see citing works
Whole‐exome sequencing implicatesDGKHas a risk gene for panic disorder in the Faroese population
Gregersen, N. O., Lescai, F., Liang, J., Li, Q., Als, T. D., Buttenschøn, H. N., Hedemand, A., Biskopstø, M., Wang, J., Wang, A. G., et al. (2016) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32464 · Cited by 20 · see citing works
Immune-related pathways including HLA-DRB1(∗)13:02 are associated with panic disorder.
Shimada-Sugimoto, M., Otowa, T., Miyagawa, T., Khor, S.-S., Kashiwase, K., Sugaya, N., Kawamura, Y., Umekage, T., Kojima, H., Saji, H., et al. (2015) · Brain, behavior, and immunity · doi:10.1016/j.bbi.2015.01.002 · Cited by 19 · see citing works
Self-citationDNA methylation accumulation and its predetermination of future cancer phenotypes
Kaneda, A., Matsusaka, K., Sakai, E., & Funata, S. (2014) · The Journal of Biochemistry · doi:10.1093/jb/mvu038 · Cited by 17 · see citing works
Flagged first, then by citations
1 of the 72 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [61]American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-4). Washington, DC: American psychiatric press; 1994.
Cited by
Sorted by citations
Candidate biomarkers in psychiatric disorders: state of the field
Abi‐Dargham, A., Moeller, S. J., Ali, F., DeLorenzo, C., Domschke, K., Horga, G., Jutla, A., Kotov, R., Paulus, M. P., Rubio, J. M., et al. (2023) · World Psychiatry · doi:10.1002/wps.21078 · Cited by 390 · see citing works
Epigenetics at the crossroads between genes, environment and resilience in anxiety disorders
Schiele, M. A., & Domschke, K. (2018) · Genes, Brain and Behavior · doi:10.1111/gbb.12423 · Cited by 233 · see citing works
Logue, M. W., Smith, A. K., Wolf, E. J., Maniates, H., Stone, A., Schichman, S. A., McGlinchey, R. E., Milberg, W., & Miller, M. W. (2017) · Epigenomics · doi:10.2217/epi-2017-0078 · Cited by 139 · see citing works
Population Genomics: Advancing Understanding of Nature
Luikart, G., Kardos, M. D., Hand, B. K., Rajora, O. P., Aitken, S. N., & Hohenlohe, P. A. (2018) · Population genomics · doi:10.1007/13836_2018_60 · Cited by 128 · see citing works
Meier, S. M., & Deckert, J. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1002-7 · Cited by 182 · see citing works
A Review of Pathway-Based Analysis Tools That Visualize Genetic Variants
Cirillo, E., Parnell, L. D., & Evelo, C. T. (2017) · Frontiers in Genetics · doi:10.3389/fgene.2017.00174 · Cited by 83 · see citing works
DNA methylation signatures in panic disorder
Iurato, S., Carrillo-Roa, T., Arloth, J., Czamara, D., Diener-Hölzl, L., Lange, J., Müller-Myhsok, B., Binder, E. B., & Erhardt, A. (2017) · Translational Psychiatry · doi:10.1038/s41398-017-0026-1 · Cited by 70 · see citing works
Wang, P., Zhang, C., Lv, Q., Bao, C., Sun, H., Ma, G., Fang, Y., Yi, Z., & Cai, W. (2018) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-018-2463-z · Cited by 57 · see citing works
Can epigenetics shine a light on the biological pathways underlying major mental disorders?
Alameda, L., Trotta, G., Quigley, H., Rodriguez, V., Gadelrab, R., Dwir, D., Dempster, E., Wong, C. C. Y., & Forti, M. D. (2022) · Psychological Medicine · doi:10.1017/s0033291721005559 · Cited by 60 · see citing works
“Furthermore, an EWAS study from patients suffering from Panic Disorder found enrichment in genes involved in the regulation of lymphocytes (Shimada-Sugimoto et al., 2017).”
BackgroundDNA methylation differences associated with social anxiety disorder and early life adversity
Wiegand, A., Kreifelts, B., Munk, M. H. J., Geiselhart, N., Ramadori, K. E., MacIsaac, J. L., Fallgatter, A. J., Kobor, M. S., & Nieratschker, V. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01225-w · Cited by 50 · see citing works
The DNA methylome in panic disorder: A case-control and longitudinal psychotherapy-epigenetic study
Ziegler, C., Grundner-Culemann, F., Schiele, M. A., Schlosser, P., Kollert, L., Mahr, M., Gajewska, A., Lesch, K.-P., Deckert, J., Köttgen, A., et al. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0648-6 · Cited by 47 · see citing works
Tao, H., Song, Z., Ding, X., Yang, J., Shi, K., & Li, J. (2018) · Heart Failure Reviews · doi:10.1007/s10741-018-9694-z · Cited by 44 · see citing works
Chidambaran, V., Zhang, X., Geisler, K. J., Stubbeman, B. L., Chen, X., Weirauch, M. T., Meller, J., & Ji, H. (2019) · Journal of Pain · doi:10.1016/j.jpain.2018.12.008 · Cited by 43 · see citing works
The Neurobiology of Panic: A Chronic Stress Disorder
Goddard, A. (2017) · Chronic Stress · doi:10.1177/2470547017736038 · Cited by 30 · see citing works
Moler, E. R. V., Abakir, A., Eleftheriou, M., Johnson, J. S., Krutovsky, K. V., Lewis, L. C., Ruzov, A. S., Whipple, A. V., & Rajora, O. P. (2018) · Population genomics · doi:10.1007/13836_2018_59 · Cited by 35 · see citing works
Epigenome-wide DNA methylation in obsessive-compulsive disorder
Schiele, M. A., Lipovsek, J., Schlosser, P., Soutschek, M., Schratt, G. M., Zaudig, M., Berberich, G., Köttgen, A., & Domschke, K. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-01996-w · Cited by 31 · see citing works
The Potential Role of Epigenetic Drugs in the Treatment of Anxiety Disorders
Peedicayil, J. (2020) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s242040 · Cited by 32 · see citing works
From genetics to systems biology of stress-related mental disorders
Dalvie, S., Chatzinakos, C., Zoubi, O. A., Georgiadis, F., Lancashire, L., & Daskalakis, N. P. (2021) · Neurobiology of Stress · doi:10.1016/j.ynstr.2021.100393 · Cited by 28 · see citing works
Neuroimmune mechanisms in fear and panic pathophysiology
McMurray, K. M. J., & Sah, R. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1015349 · Cited by 26 · see citing works
Walton, E., Relton, C. L., & Caramaschi, D. (2019) · Genes · doi:10.3390/genes10030193 · Cited by 20 · see citing works
DNA-methylation dynamics across short-term, exposure-containing CBT in patients with panic disorder
Moser, S., Martins, J., Czamara, D., Lange, J. F., Müller‐Myhsok, B., & Erhardt, A. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-01802-7 · Cited by 23 · see citing works
van Calker, D., & Serchov, T. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.03.019 · Cited by 19 · see citing works
DNA methylation of IL-4 gene and the association with childhood trauma in panic disorder
Zou, Z., Huang, Y., Wang, J., Min, W., & Zhou, B. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113385 · Cited by 18 · see citing works
A review of systems biology research of anxiety disorders
Mufford, M. S., van der Meer, D., Andreassen, O. A., Ramesar, R., Stein, D. J., & Dalvie, S. (2020) · Brazilian Journal of Psychiatry · doi:10.1590/1516-4446-2020-1090 · Cited by 17 · see citing works
DNA methylation in adolescents with anxiety disorder: A longitudinal study
Bortoluzzi, A., Salum, G. A., da Rosa, E. D., Chagas, V. D. S., Castro, M. A. A., & Manfro, G. G. (2018) · Scientific Reports · doi:10.1038/s41598-018-32090-1 · Cited by 16 · see citing works
Methylome-wide association study of anxiety disorders
Hettema, J. M., van den Oord, E. J. C. G., Zhao, M., Xie, L. Y., Copeland, W., Penninx, B. W. J. H., Åberg, K. A., & Clark, S. L. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02205-w · Cited by 16 · see citing works
Altered immune phenotype and DNA methylation in panic disorder
Petersen, C. L., Chen, J., Salas, L. A., & Christensen, B. C. (2020) · Clinical Epigenetics · doi:10.1186/s13148-020-00972-9 · Cited by 15 · see citing works
Domschke, K., Schiele, M. A., Salvador, Ó. C., Zillich, L., Lipovsek, J., Pittig, A., Heinig, I., Ridderbusch, I. C., Straube, B., Richter, J., et al. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03038-5 · Cited by 16 · see citing works
Lauschke, V. M., Ivanov, M., & Ingelman‐Sundberg, M. (2017) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2017.05.007 · Cited by 15 · see citing works
Personalized Clinical Approaches to Anxiety Disorders
Perna, G., Alciati, A., Sangiorgio, E., Caldirola, D., & Nemeroff, C. B. (2020) · Advances in Experimental Medicine and Biology · doi:10.1007/978-981-32-9705-0_25 · Cited by 15 · see citing works
Zou, Z., Xiang, M., Zhang, Y., Huang, Y., Wang, J., He, Y., Min, W., & Zhou, B. (2022) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2022.105777 · Cited by 13 · see citing works
Assessing Panic: Bridging the Gap Between Fundamental Mechanisms and Daily Life Experience
Leibold, N. K., & Schruers, K. R. J. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00785 · Cited by 12 · see citing works
Genetic and epigenetic analyses of panic disorder in the post-GWAS era
Morimoto, Y., Ono, S., Kurotaki, N., Imamura, A., & Ozawa, H. (2020) · Journal of Neural Transmission · doi:10.1007/s00702-020-02205-y · Cited by 11 · see citing works
Petelin, D. S., Sorokina, O. Y., Troshina, D. V., Siginevich, Y. A., Efimochkina, S. M., & Volel, B. A. (2023) · Meditsinskiy sovet = Medical Council · doi:10.21518/ms2023-053 · Cited by 11 · see citing works
Epigenetics and Pharmacoepigenetics of Neurodevelopmental and Neuropsychiatric Disorders
Cacabelos, R. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-813939-4.00022-x · Cited by 11 · see citing works
Leibold, N. K., Weidner, M. T., Ziegler, C., Ortega, G., Domschke, K., Lesch, K., van den Hove, D., & Schruers, K. R. J. (2020) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2020.04.011 · Cited by 11 · see citing works
An epigenome-wide methylation study of healthy individuals with or without depressive symptoms
Shimada, M., Otowa, T., Miyagawa, T., Umekage, T., Kawamura, Y., Bundo, M., Iwamoto, K., Ikegame, T., Tochigi, M., Kasai, K., et al. (2018) · Journal of Human Genetics · doi:10.1038/s10038-017-0382-y · Cited by 11 · see citing works
Self-citationGenome-Wide Association Studies and Heritability Estimation in the Functional Genomics Era
Carpio, D. P. D., Lozano, R. D., Wolfe, M. D., & Jannink, J. (2018) · Population genomics · doi:10.1007/13836_2018_12 · Cited by 8 · see citing works
Zou, Z., Zhang, Y., Huang, Y., Wang, J., Min, W., Xiang, M., Zhou, B., & Li, T. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.10.049 · Cited by 7 · see citing works
Merrill, S. M., Konwar, C., Fraihat, Z., Parent, J. M., & Dajani, R. B. (2024) · Med · doi:10.1016/j.medj.2024.11.013 · Cited by 9 · see citing works
Kollert, L., Schiele, M. A., Thiel, C., Menke, A., Deckert, J., & Domschke, K. (2020) · Journal of Neural Transmission · doi:10.1007/s00702-020-02216-9 · Cited by 7 · see citing works
Ohi, K., Fujikane, D., Takai, K., Kuramitsu, A., Muto, Y., Sugiyama, S., & Shioiri, T. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.115984 · Cited by 8 · see citing works
Duarte-Ruiz, M., Moreno-Castillo, A., Yousfi, Y. E., Moreno‐Castro, C., Martínez-Martínez, N., Jiménez-Lozano, S., Kennel, M., Ruiz-Rodríguez, C., Rodríguez-Caparrós, A., López-Ros, J., et al. (2025) · Cell Death and Disease · doi:10.1038/s41419-025-08301-9 · Cited by 4 · see citing works
Yu, Q., Wang, C., Xu, H., Wu, Y., Ding, H., Liu, N., Zhang, N., & Wang, C. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.972522 · Cited by 4 · see citing works
A systematic review of methylome-wide associations with anxiety disorders
Ingram, S. J., Zillich, L., Schiele, M. A., Domschke, K., Hettema, J. M., & Clark, S. L. (2026) · Translational Psychiatry · doi:10.1038/s41398-026-03950-6 · Cited by 6 · see citing works
Advances in neuroscience research and big data's analysis on anxiety disorder
Yu, Q., Ruan, M., Chen, Y., & Wang, C. (2024) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1692 · Cited by 3 · see citing works
Weber, H., Hettema, J. M., Deckert, J., & Erhardt, A. (2025) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2025.01.012 · Cited by 3 · see citing works
Genomic contributions to anxiety disorders
Dalvie, S., Koen, N., & Stein, D. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-813176-3.00024-9 · Cited by 2 · see citing works
Rosyada, Z. N. A., Tumbelaka, L. I., Ulum, M. F., Harsi, T., Herwiyati, E., Memili, E., & Purwantara, B. (2020) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/478/1/012005 · Cited by 1 · see citing works
The epigenetic of the panic disorder
Smail, H. O. (2023) · Journal of Experimental and Molecular Biology · doi:10.47743/jemb-2023-81 · Cited by 1 · see citing works
Genetik und Epigenetik von Angsterkrankungen
Erhardt, A., Meier, S. M., & Deckert, J. (2020) · BIOspektrum · doi:10.1007/s12268-020-1366-6
A maternal effect regulates global DNA methylation patternsPreprint
Loos, R., Carola, V., Audero, E., Brini, E., Iacono, L. L., Moles, A., Bertone, P., & Gross, C. T. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.08.15.252239
Investigating the molecular basis of concussion using whole exome sequencing and bioinformatics
Abdelrahman, O. E. I. (2021) · Queensland University of Technology · doi:10.5204/thesis.eprints.211353
Genomics and epigenomics of anxiety and obsessive-compulsive disorders
Erhardt, A., Mattheisen, M., & Deckert, J. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-819602-1.00006-1
Genetics of Childhood and Adolescent Anxiety and Obsessive-Compulsive Disorders
Arnold, P. D., Antonyan, L., Routledge, F., & Meier, S. M. (2022) · Springer eBooks · doi:10.1007/978-3-031-14080-8_6
A systematic review of methylome-wide associations with anxiety disordersPreprint
Ingram, S. J., Zillich, L., Schiele, M. A., Domschke, K., Hettema, J. M., & Clark, S. L. (2025) · medRxiv · doi:10.1101/2025.07.13.25331464
Epigenetics and pharmacoepigenetics of neuropsychiatric disorders
Cacabelos, R., Cacabelos, N., Iglesias, O.-M., Tellado, I., & Naidoo, V. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-18722-3.00020-7
DNA methylation as a new frontier in treating fear-related disorders: A need for careful evaluation
Huang, X., Chen, D., Wang, Y., Zhang, Y., Ntim, M., Ge, Y., & Wang, B. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i11.110581
Additional file 2 of Altered immune phenotype and DNA methylation in panic disorder
Petersen, C. L., Chen, J.-Q., Salas, L. A., & Christensen, B. C. (2020) · Figshare · doi:10.6084/m9.figshare.13257575
Epigenetic markers of response to psychotherapy in obsessive-compulsive disorder
Höffler, K. D., Stavrum, A.-K., Halvorsen, M., Eide, T. O., Hagen, K., Thorsen, A. L., Ousdal, O. T., Kvale, G., Crowley, J. J., Haavik, J., et al. (2026) · Neuropsychopharmacology · doi:10.1038/s41386-026-02546-4
Epigenetic processes in depressive and anxiety disorders
Breton, É., Booij, L., & Nemoda, Z. (2026) · Handbook of clinical neurology · doi:10.1016/b978-0-443-19043-8.00032-3
- Authors
- Shimada-Sugimoto, M., Otowa, T., Miyagawa, T., Umekage, T., Kawamura, Y., Bundo, M., Iwamoto, K., Tochigi, M., Kasai, K., Kaiya, H., Tanii, H., Okazaki, Y., Tokunaga, K., & Sasaki, T.
- Affiliations
- Teikyo Heisei University (JP)
- Tokyo Metropolitan Institute of Medical Science (JP)
- The University of Tokyo (JP)
- Shonan Kamakura General Hospital (JP)
- Kumamoto University (JP)
- Teikyo University (JP)
- Mie University (JP)
- Corresponding author
- Otowa, Takeshi
- ORCID
- Venue
- Clinical Epigenetics
- Published
- 2017-01-21
- Volume
- 9
- Issue
- 1
- Pages
- 6-6
- ISSN
- 1868-7075 (ISSN-L)
- 1868-7083
- PMC
- PMC5270210
- OpenAlex
- W2573769293
- Cited by
- 61
- References
- 72
- Citations by year
- 2026: 3 · 2025: 6 · 2024: 3 · 2023: 4 · 2022: 9 · 2021: 4 · 2020: 12 · 2019: 6 · 2018: 8 · 2017: 6
- FWCI
- 3.58
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Clinical Epigenetics (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Japan Society for the Promotion of Science (15J04964, 26461712, 25461723)
- Takeda Science Foundation
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- panic disorder, DNA methylation, epigenome-wide association study, CpG sites, CpG islands, hypomethylation, leukocyte subsets, lymphocyte activation, gene expression regulation, mental illness
- MeSH terms
- Female, Humans, Male, Genome, Human, Case-Control Studies, Lymphocyte Subsets, Panic Disorder, CpG Islands, DNA Methylation, Genetic Predisposition to Disease, Epigenesis, Genetic, Gene Regulatory Networks, Genome-Wide Association Study, Epigenomics
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