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Preliminary ultrastructural analysis suggests phenotype-specific myofiber alterations in idiopathic inflammatory myopathies
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  • Published: 06 March 2026

Preliminary ultrastructural analysis suggests phenotype-specific myofiber alterations in idiopathic inflammatory myopathies

  • Andrea Aguilar-Vazquez1,2,3 na1,
  • Christian Juarez-Gomez1,4 na1,
  • Emiliano Gonzalez-Gauna5,
  • Gabriel Medrano-Ramirez6,
  • Steven Vargas-Cañas7,
  • Angelica Vargas-Guerrero8,
  • José Manuel Gutiérrez-Hernández9,
  • Guillermo Toriz10,
  • Cynthia-Alejandra Gomez-Rios1,
  • Jose-David Medina-Preciado11,12,13,
  • Efrain Chavarria-Avila1,3,14,
  • Beatriz-Teresita Martin-Marquez1,15,
  • Oscar Pizano-Martinez1,3,15,16,
  • Erika-Aurora Martinez-Garcia1,17,
  • Felipe Perez-Vazquez1,14,
  • Flavio Sandoval-Garcia1,15,16,
  • Mario Salazar-Paramo17,
  • Edy-David Rubio-Arellano17,
  • Jose Becerra-Jimenez18,
  • Gabriela Garcia-Ordoñez18,
  • Arahi Gaspar-Ruiz18,
  • Alejandra Ramos-Hernandez19,
  • Maribell Cabrera-Lopez3,
  • Arcelia Llamas-Garcia3 &
  • …
  • Monica Vazquez-Del Mercado1,3,15,16,20 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Diseases
  • Immunology
  • Medical research
  • Pathogenesis
  • Rheumatology

Abstract

Idiopathic inflammatory myopathies (IIM) comprise a heterogeneous group of autoimmune muscle diseases with variable patterns of muscle damage. In this multicentric cross-sectional study, we employed scanning electron microscopy (SEM) to characterize ultrastructural alterations in muscle biopsies from quadriceps (n = 29) and deltoid (n = 41) of 70 IIM patients classified by ENMC (European Neuromuscular Centre) 2004/2011/2023 and EULAR/ACR (European League Against Rheumatism / American College of Rheumatology) 2017 criteria, together with 8 control samples. Qualitative assessment revealed loss of hexagonality and fiber size variability across all samples, while porosities, ruptures, perforations, and sarcolemma remnant emerged as candidates to phenotype-specific distribution. Dermatomyositis (DM) presented relatively preserved ultrastructure, immune-mediated necrotizing myopathy (IMNM) exhibited perforations, and inclusion body myositis (IBM) displayed sarcolemma remnant. Perforations were linked to necrosis, whereas fatty replacement was less frequent in samples with ultrastructural alterations. Quantitative morphometry showed higher variability in quadriceps compared with deltoid fibers, and Z-score normalization confirmed widespread myofiber atrophy across IIM subtypes. Building upon previous preliminary observations, this study expands SEM-based analysis to a larger multicentric cohort, revealing preliminary phenotype-specific ultrastructural signatures that may contribute to a better understanding of the pathophysiological mechanisms of muscle damage in IIM.

Data availability

All original images from the scanning electron microscope shown in Fig. 2 are available in: https://doi.org/10.6084/m9.figshare.28942067.

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Acknowledgements

We acknowledge the support of the Secretaría de Ciencias, Humanidades y Tecnologías (SECIHTI) for providing funding for the development of this work through Ciencia de Frontera 2023 (CF-2023-G-1396) to Monica Vazquez-Del Mercado, PhD. We really appreciate to Dr. Ruth Padilla Muñoz for her welcome and support for this research work at the Instituto Transdisciplinar de Investigación y Servicios (ITRANS), Universidad de Guadalajara.

Funding

Dr. Monica Vazquez-Del Mercado received funding from the Secretaría de Ciencia, Humanidades, Tecnología e Innovación (SECIHTI) through Ciencia de Frontera 2023–2025, grant number CF-2023-G-1396.

Author information

Author notes
  1. These authors contributed equally: Andrea Aguilar-Vazquez and Christian Juarez-Gomez.

Authors and Affiliations

  1. Instituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Andrea Aguilar-Vazquez, Christian Juarez-Gomez, Cynthia-Alejandra Gomez-Rios, Efrain Chavarria-Avila, Beatriz-Teresita Martin-Marquez, Oscar Pizano-Martinez, Erika-Aurora Martinez-Garcia, Felipe Perez-Vazquez, Flavio Sandoval-Garcia & Monica Vazquez-Del Mercado

  2. Estancias Posdoctorales por México, Secretaría de Ciencias, Humanidades y Tecnologías (SECIHTI), CDMX, Mexico

    Andrea Aguilar-Vazquez

  3. División de Medicina Interna, Servicio de Reumatología, SNP 004086-SECIHTI, Nuevo Hospital Civil Dr. Juan I. Menchaca, Guadalajara, Jalisco, Mexico

    Andrea Aguilar-Vazquez, Efrain Chavarria-Avila, Oscar Pizano-Martinez, Maribell Cabrera-Lopez, Arcelia Llamas-Garcia & Monica Vazquez-Del Mercado

  4. Doctorado en Ciencias en Biología Molecular en Medicina, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Christian Juarez-Gomez

  5. Tecnológico de Monterrey, Campus Guadalajara, Guadalajara, Jalisco, Mexico

    Emiliano Gonzalez-Gauna

  6. Departamento de Reumatología, Hospital General de México “Dr. Eduardo Liceaga”, CDMX, Mexico

    Gabriel Medrano-Ramirez

  7. Clínica de Nervio y Músculo, Departamento de Neurología, Instituto Nacional de Neurología y Neurocirugía “Dr. Manuel Velasco Suárez”, CDMX, Mexico

    Steven Vargas-Cañas

  8. Departamento de Reumatología, Instituto Nacional de Cardiología “Dr. Ignacio Chávez”, CDMX, Mexico

    Angelica Vargas-Guerrero

  9. Departamento de Físico de Matemáticas, Universidad Autónoma de San Luis Potosí, San Luis Potosí, 78290, Mexico

    José Manuel Gutiérrez-Hernández

  10. Departamento de Madera, Celulosa y Papel, Centro Universitario de Ciencias Exactas e Ingenierías, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Guillermo Toriz

  11. Unidad de Atención a Niñas, Niños y Adolescentes, Hospital Civil de Guadalajara Dr. Juan I. Menchaca, Guadalajara, Jalisco, Mexico

    Jose-David Medina-Preciado

  12. Departamento de Clínicas Quirúrgicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Jose-David Medina-Preciado

  13. Departamento de Ciencias de la Salud-Enfermedad como Proceso Individual, Centro Universitario de Tonalá, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Jose-David Medina-Preciado

  14. Departamento de Disciplinas Filosófico, Metodológicas e Instrumentales, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Efrain Chavarria-Avila & Felipe Perez-Vazquez

  15. Centro Universitario de Ciencias de la Salud, UDG-CA 703 Inmunología y Reumatología, Universidad de Guadalajara, Guadalajara, Mexico

    Beatriz-Teresita Martin-Marquez, Oscar Pizano-Martinez, Flavio Sandoval-Garcia & Monica Vazquez-Del Mercado

  16. Departamento de Biología Molecular y Genómica, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco , Mexico

    Oscar Pizano-Martinez, Flavio Sandoval-Garcia & Monica Vazquez-Del Mercado

  17. Departamento de Fisiología, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Erika-Aurora Martinez-Garcia, Mario Salazar-Paramo & Edy-David Rubio-Arellano

  18. Doctorado en Ciencias Biomédicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Jose Becerra-Jimenez, Gabriela Garcia-Ordoñez & Arahi Gaspar-Ruiz

  19. Centro Integral de Reumatología, S.A. de C.V. (CIRSA), Guadalajara, Jalisco, Mexico

    Alejandra Ramos-Hernandez

  20. Instituto Transdisciplinar de Investigaciones y Servicios (ITRANS), Universidad de Guadalajara, Guadalajara, Jalisco, Mexico

    Monica Vazquez-Del Mercado

Authors
  1. Andrea Aguilar-Vazquez
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  2. Christian Juarez-Gomez
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  3. Emiliano Gonzalez-Gauna
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  4. Gabriel Medrano-Ramirez
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  5. Steven Vargas-Cañas
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  6. Angelica Vargas-Guerrero
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  7. José Manuel Gutiérrez-Hernández
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  8. Guillermo Toriz
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  9. Cynthia-Alejandra Gomez-Rios
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  10. Jose-David Medina-Preciado
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  11. Efrain Chavarria-Avila
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  12. Beatriz-Teresita Martin-Marquez
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  13. Oscar Pizano-Martinez
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  14. Erika-Aurora Martinez-Garcia
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  15. Felipe Perez-Vazquez
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  16. Flavio Sandoval-Garcia
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  17. Mario Salazar-Paramo
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  18. Edy-David Rubio-Arellano
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  19. Jose Becerra-Jimenez
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  20. Gabriela Garcia-Ordoñez
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  21. Arahi Gaspar-Ruiz
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  22. Alejandra Ramos-Hernandez
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  23. Maribell Cabrera-Lopez
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  24. Arcelia Llamas-Garcia
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  25. Monica Vazquez-Del Mercado
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Contributions

**A.A.** contributed with substantial contributions to the conception and design of the work, analysis and interpretation of data, and drafted the work; **C.J.** contributed with substantial contributions to the conception and design of the work, analysis and interpretation of data, and drafted the work; **E.G.** contributed with the design of the work, the acquisition, analysis, and interpretation of data; **G.M.** contributed with the acquisition and interpretation of data, and the design of the work; **S.V.** contributed with the acquisition and interpretation of data, and the design of the work; **A.V.** contributed with the acquisition and interpretation of data; **J.M.G.** contributed with the acquisition of data and drafted the work; **G.T.** contributed with the acquisition and interpretation of data; **C. A. G.** contributed with the acquisition and analysis of data; **J.M.** contributed with the acquisition and interpretation of data; **E.C.** contributed with the design of the work, the analysis and interpretation of data, and drafted the work; **B.M.** contributed with the design of the work, the interpretation of data, and drafted the work; **O.P.** contributed with the design of the work, the interpretation of data, and drafted the work; **E.M.** contributed with the design of the work, the interpretation of data, and drafted the work; **F.P.** contributed with the design of the work, the analysis and interpretation of data, and drafted the work; **F.S.** contributed with the design of the work, the interpretation of data, and drafted the work; **M.S.** contributed with the interpretation of data, and drafted the work; **E.R.** contributed with the interpretation of data, and drafted the work; **J.B.** contributed with the analysis of data and drafted the work; **G.G.** contributed with the analysis of data and drafted the work; **A.G.** contributed with the analysis of data and drafted the work; **A.R.** contributed with the acquisition and interpretation of data; **M.C.** contributed with the acquisition and interpretation of data; **A.Ll.** contributed with the acquisition and interpretation of data; **M.V.** contributed with the conception and design of the work, interpretation of data, and drafted the work.

Corresponding author

Correspondence to Monica Vazquez-Del Mercado.

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Aguilar-Vazquez, A., Juarez-Gomez, C., Gonzalez-Gauna, E. et al. Preliminary ultrastructural analysis suggests phenotype-specific myofiber alterations in idiopathic inflammatory myopathies. Sci Rep (2026). https://doi.org/10.1038/s41598-026-42717-3

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  • Received: 14 September 2025

  • Accepted: 27 February 2026

  • Published: 06 March 2026

  • DOI: https://doi.org/10.1038/s41598-026-42717-3

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