Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control

Abstract Background The reactivation and loss of mosaicism hypothesis due to X chromosome inactivation (XCI) skewing and escape could influence gender differences in autoimmune diseases. XCI selectively inactivates one of the two X chromosomes in females. Methods To estimate XCI skewing and the occu...

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Main Authors: In-Cheol Baek, Soo Yeun Sim, Byung-Kyu Suh, Tai-Gyu Kim, Won Kyoung Cho
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Molecular and Cell Biology
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Online Access:https://doi.org/10.1186/s12860-025-00533-z
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author In-Cheol Baek
Soo Yeun Sim
Byung-Kyu Suh
Tai-Gyu Kim
Won Kyoung Cho
author_facet In-Cheol Baek
Soo Yeun Sim
Byung-Kyu Suh
Tai-Gyu Kim
Won Kyoung Cho
author_sort In-Cheol Baek
collection DOAJ
description Abstract Background The reactivation and loss of mosaicism hypothesis due to X chromosome inactivation (XCI) skewing and escape could influence gender differences in autoimmune diseases. XCI selectively inactivates one of the two X chromosomes in females. Methods To estimate XCI skewing and the occurrence of XCI escape, we conducted a normal female (NF) without a history of autoimmune thyroid disease (AITD) and a patient with Grave’s disease (GD) based on a thyroid diagnosis. After single-cell RNA sequencing, heterozygous variants were converted and transformed. XCI skewing was calculated using the formula and the skewing degree was defined. NF/GD genes were compared using correction methods. Positions are heterozygous within a single cell as indicated by a unique barcode. Results XCI skewing showed 45.8%/48.9% relatively random, 29.4%/27.0% skewing, 24.6%/23.7% severe skewing, and 0.2%/0.4% extreme severe skewing. 24.8%/24.1% in NF/GD exhibited severe skewing or higher. A total of 13 genes were significantly associated with XCI skewing ratios in NF/GD cells. In total, 371/250 nucleotide positions with only one barcode (representing a unique cell) were identified for XCI escape. A total of 143/52 nucleotide positions spanned 20/6 genes, and 12/1 genes were identified as XCI escapes. Conclusions These results could aid in understanding the immunogenetics of gender differences in various autoimmune disease pathophysiologies.
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spelling doaj-art-f6f893a895724785b242ad22fa8ebd792025-02-02T12:47:19ZengBMCBMC Molecular and Cell Biology2661-88502025-01-0126111110.1186/s12860-025-00533-zAssessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and controlIn-Cheol Baek0Soo Yeun Sim1Byung-Kyu Suh2Tai-Gyu Kim3Won Kyoung Cho4Catholic Hematopoietic Stem Cell Bank, College of Medicine, The Catholic University of KoreaDepartment of Pediatrics, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of KoreaDepartment of Pediatrics, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of KoreaDepartment of Microbiology, College of Medicine, The Catholic University of KoreaDepartment of Pediatrics, College of Medicine, St. Vincent’s Hospital, The Catholic University of KoreaAbstract Background The reactivation and loss of mosaicism hypothesis due to X chromosome inactivation (XCI) skewing and escape could influence gender differences in autoimmune diseases. XCI selectively inactivates one of the two X chromosomes in females. Methods To estimate XCI skewing and the occurrence of XCI escape, we conducted a normal female (NF) without a history of autoimmune thyroid disease (AITD) and a patient with Grave’s disease (GD) based on a thyroid diagnosis. After single-cell RNA sequencing, heterozygous variants were converted and transformed. XCI skewing was calculated using the formula and the skewing degree was defined. NF/GD genes were compared using correction methods. Positions are heterozygous within a single cell as indicated by a unique barcode. Results XCI skewing showed 45.8%/48.9% relatively random, 29.4%/27.0% skewing, 24.6%/23.7% severe skewing, and 0.2%/0.4% extreme severe skewing. 24.8%/24.1% in NF/GD exhibited severe skewing or higher. A total of 13 genes were significantly associated with XCI skewing ratios in NF/GD cells. In total, 371/250 nucleotide positions with only one barcode (representing a unique cell) were identified for XCI escape. A total of 143/52 nucleotide positions spanned 20/6 genes, and 12/1 genes were identified as XCI escapes. Conclusions These results could aid in understanding the immunogenetics of gender differences in various autoimmune disease pathophysiologies.https://doi.org/10.1186/s12860-025-00533-zX chromosome inactivationAutoimmune thyroid diseaseSingle nucleotide polymorphismSingle-cell RNA sequencingXCI skewing and escape
spellingShingle In-Cheol Baek
Soo Yeun Sim
Byung-Kyu Suh
Tai-Gyu Kim
Won Kyoung Cho
Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
BMC Molecular and Cell Biology
X chromosome inactivation
Autoimmune thyroid disease
Single nucleotide polymorphism
Single-cell RNA sequencing
XCI skewing and escape
title Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
title_full Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
title_fullStr Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
title_full_unstemmed Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
title_short Assessment of XCI skewing and demonstration of XCI escape region based on single-cell RNA sequencing: comparison between female Grave’s disease and control
title_sort assessment of xci skewing and demonstration of xci escape region based on single cell rna sequencing comparison between female grave s disease and control
topic X chromosome inactivation
Autoimmune thyroid disease
Single nucleotide polymorphism
Single-cell RNA sequencing
XCI skewing and escape
url https://doi.org/10.1186/s12860-025-00533-z
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