TY - JOUR
T1 - Characterizing cytosine methylation of polymorphic transposable element insertions using the human pangenome resources
AU - Human Pangenome Reference Consortium
AU - Zhuo, Xiaoyu
AU - Tomlinson, Chad
AU - Belter, Edward A.
AU - Kuntala, Prashant Kumar
AU - Saintilnord, Wesley N.
AU - Jiang, Juan
AU - Lindsay, Tina
AU - Macias, Juan
AU - Fulton, Robert S.
AU - Wang, Ting
AU - Albracht, Derek
AU - Alexandrov, Ivan A.
AU - Allen, Jamie
AU - Alsheikh-Ali, Alawi A.
AU - Altemose, Nicolas
AU - Andrews, Casey
AU - Antipov, Dmitry
AU - Antonacci-Fulton, Lucinda
AU - Asri, Mobin
AU - Ayllon, Marcelo
AU - Balacco, Jennifer R.
AU - Barthel, Floris P.
AU - Belter, Edward A.
AU - Bender, Halle D.
AU - Blair, Andrew P.
AU - Bolognini, Davide
AU - Bonini, Katherine E.
AU - Boucher, Christina
AU - Bourque, Guillaume
AU - Buonaiuto, Silvia
AU - Cao, Shuo
AU - Carroll, Andrew
AU - Mc Cartney, Ann M.
AU - Cechova, Monika
AU - Chaisson, Mark J.P.
AU - Chang, Pi Chuan
AU - Chang, Xian
AU - Cheema, Jitender
AU - Cheng, Haoyu
AU - Ciofi, Claudio
AU - Clawson, Hiram
AU - Cody, Sarah
AU - Colonna, Vincenza
AU - Conwell, Holland C.
AU - Cook-Deegan, Robert
AU - Diekhans, Mark
AU - Diroma, Maria Angela
AU - Doerr, Daniel
AU - Dong, Zheng
AU - Dubocanin, Danilo
AU - Durbin, Richard
AU - Ebler, Jana
AU - Eichler, Evan E.
AU - Eizenga, Jordan M.
AU - Eskandar, Parsa
AU - Ferro, Eddie
AU - Fiston-Lavier, Anna Sophie
AU - Ford, Sarah M.
AU - Ford, Willard W.
AU - Formenti, Giulio
AU - Frankish, Adam
AU - Freeberg, Mallory A.
AU - Fu, Qichen
AU - Fullerton, Stephanie M.
AU - Fulton, Robert S.
AU - Gao, Yan
AU - Garcia, Gage H.
AU - Garcia, Obed A.
AU - Gardner, Joshua M.V.
AU - Garg, Shilpa
AU - Garrison, Erik
AU - Garrison, Nanibaa A.
AU - Garza, John E.
AU - Geleta, Margarita
AU - Ghorbani, Mohammadmersad
AU - Graves-Lindsay, Tina A.
AU - Green, Richard E.
AU - Groza, Cristian
AU - Gu, Bida
AU - Guarracino, Andrea
AU - Gymrek, Melissa
AU - Haeussler, Maximilian
AU - Haggerty, Leanne
AU - Hall, Ira M.
AU - Hansen, Nancy F.
AU - Hao, Yue
AU - Hashmi, Mohammad Amiruddin
AU - Haussler, David
AU - Hebbar, Prajna
AU - Heringer, Peter
AU - Hickey, Glenn
AU - Hillaker, Todd L.
AU - Hossain, S. Nakib
AU - Huang, Neng
AU - Hunt, Sarah E.
AU - Hunt, Toby
AU - Ioannidis, Alexander G.
AU - Jafarzadeh, Nafiseh
AU - Jain, Nivesh
AU - Jarvis, Erich D.
AU - Jehangir, Maryam
AU - Jiang, Juan
AU - Kenny, Eimear E.
AU - Kim, Juhyun
AU - Koo, Bonhwang
AU - Koren, Sergey
AU - Kremitzki, Milinn
AU - Langley, Charles H.
AU - Langmead, Ben
AU - Lawson, Heather A.
AU - Li, Daofeng
AU - Li, Heng
AU - Liao, Wen Wei
AU - Lin, Jiadong
AU - Liu, Tianjie
AU - Logsdon, Glennis A.
AU - Lorig-Roach, Ryan
AU - LoTempio, Jonathan
AU - Loucks, Hailey
AU - Loveland, Jane E.
AU - Lu, Jianguo
AU - Lu, Shuangjia
AU - Lucas, Julian K.
AU - Ma, Walfred
AU - Macias-Velasco, Juan F.
AU - Makova, Kateryna D.
AU - Marin, Maximillian G.
AU - Markovic, Christopher
AU - Marschall, Tobias
AU - Marsico, Franco L.
AU - Martin, Fergal J.
AU - Mastoras, Mira
AU - Mayoud, Capucine
AU - McNulty, Brandy
AU - Medico, Jack A.
AU - Menendez, Julian M.
AU - Miga, Karen H.
AU - Minkina, Anna
AU - Mitchell, Matthew W.
AU - Mohanty, Saswat K.
AU - Mokrab, Younes
AU - Monlong, Jean
AU - Moosa, Shabir
AU - Moreno-Ochando, Avelina
AU - Morishita, Shinichi
AU - Mudge, Jonathan M.
AU - Munson, Katherine M.
AU - Mwaniki, Njagi
AU - Nassir, Nasna
AU - Natali, Chiara
AU - Negi, Shloka
AU - Ni, Lingbin
AU - Novak, Adam M.
AU - Ossorio, Pilar N.
AU - Owa, Chie
AU - Paez, Sadye
AU - Paten, Benedict
AU - Peano, Clelia
AU - Phillippy, Adam M.
AU - Pickett, Brandon D.
AU - Pignata, Laura
AU - Pisanti, Nadia
AU - Porubsky, David
AU - Prins, Pjotr
AU - Radhakrishnan, Anandi
AU - Ranallo-Benavidez, T. Rhyker
AU - Raney, Brian J.
AU - Rautiainen, Mikko
AU - Raveane, Alessandro
AU - Ren, Luyao
AU - Rhie, Arang
AU - Ryabov, Fedor
AU - Sacco, Samuel
AU - Salehi, Farnaz
AU - Schatz, Michael C.
AU - Scheinfeldt, Laura B.
AU - Sehgal, Aarushi
AU - Seligmann, William E.
AU - Shabani, Mahsa
AU - Shafin, Kishwar
AU - Shahatit, Shadi
AU - Shemirani, Ruhollah
AU - Shivakumar, Vikram S.
AU - Sinha, Swati
AU - Sirén, Jouni
AU - Smeds, Linnéa
AU - Solar, Steven J.
AU - Sollitto, Marco
AU - Soranzo, Nicole
AU - Stergachis, Andrew B.
AU - Suner, Marie Marthe
AU - Suzuki, Yoshihiko
AU - Söylev, Arda
AU - Tayoun, Ahmad Abou
AU - Tierney, Jack A.S.
AU - Tomlinson, Chad
AU - Tricomi, Francesca Floriana
AU - Uddin, Mohammed
AU - Ungaro, Matteo Tommaso
AU - Varki, Rahul
N1 - Publisher Copyright:
© 2026 Zhuo et al.; Published by Cold Spring Harbor Laboratory Press.
PY - 2026/6
Y1 - 2026/6
N2 - Cytosine methylation, a crucial epigenetic modification, plays a vital role in genomic regulation. Leveraging the advancements in long-read sequencing, we investigate the methylation patterns of polymorphic transposable element (TE) insertions of human lymphoblastoid cell lines (LCLs). We validate the high concordance between long-read methylation calls and the conventional whole-genome bisulfite sequencing (WGBS) method. We then aim to establish general rules of TE methylation with our data by addressing three key questions: (1) what is the methylation profile of each insertion; (2) do newly inserted TEs adopt the methylation pattern of their genomic context; and (3) do new TE insertions affect the methylation of their flanking regions. Although most non-TE insertions exhibit DNA methylation patterns consistent with their genomic context, TE insertions are generally highly methylated, exhibiting distinct, class-specific patterns with some variation within TE bodies. A small percentage of Alu insertions are hypomethylated, particularly those inserted within hypomethylated CpG islands. We also reveal that majority of TEs exhibited minimal impact on nearby regions, although numerous exceptions exist in which the methylation status of TEs spread into nearby regions. In conclusion, although TE insertions primarily exhibit methylation patterns restricted within their boundaries, some TEs are able to affect the methylation level of their genomic neighborhoods. At last, our findings are limited to human LCLs, and more comprehensive analysis would be needed to test the rules we found here on a broader spectrum of cell types and developmental stages.
AB - Cytosine methylation, a crucial epigenetic modification, plays a vital role in genomic regulation. Leveraging the advancements in long-read sequencing, we investigate the methylation patterns of polymorphic transposable element (TE) insertions of human lymphoblastoid cell lines (LCLs). We validate the high concordance between long-read methylation calls and the conventional whole-genome bisulfite sequencing (WGBS) method. We then aim to establish general rules of TE methylation with our data by addressing three key questions: (1) what is the methylation profile of each insertion; (2) do newly inserted TEs adopt the methylation pattern of their genomic context; and (3) do new TE insertions affect the methylation of their flanking regions. Although most non-TE insertions exhibit DNA methylation patterns consistent with their genomic context, TE insertions are generally highly methylated, exhibiting distinct, class-specific patterns with some variation within TE bodies. A small percentage of Alu insertions are hypomethylated, particularly those inserted within hypomethylated CpG islands. We also reveal that majority of TEs exhibited minimal impact on nearby regions, although numerous exceptions exist in which the methylation status of TEs spread into nearby regions. In conclusion, although TE insertions primarily exhibit methylation patterns restricted within their boundaries, some TEs are able to affect the methylation level of their genomic neighborhoods. At last, our findings are limited to human LCLs, and more comprehensive analysis would be needed to test the rules we found here on a broader spectrum of cell types and developmental stages.
UR - https://www.scopus.com/pages/publications/105040862680
U2 - 10.1101/gr.281571.125
DO - 10.1101/gr.281571.125
M3 - Article
C2 - 42134985
AN - SCOPUS:105040862680
SN - 1088-9051
VL - 36
SP - 1108
EP - 1124
JO - Genome research
JF - Genome research
IS - 6
ER -