IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-63158-y.html
   My bibliography  Save this article

Longitudinal cervicovaginal bacteriome and virome alterations associate with discordant shedding and ART duration in women living with HIV in Peru

Author

Listed:
  • Emily A. Kaelin

    (Arizona State University
    Arizona State University
    University of Arizona)

  • Caroline Mitchell

    (University of Washington
    Harvard University)

  • Jaime Soria

    (Universidad de San Marcos
    University of Kentucky)

  • Alberto La Rosa

    (Asociaciòn Civil Impacta Salud y Educación
    University of Texas Medical School at Houston)

  • Eduardo Ticona

    (Universidad de San Marcos)

  • Robert W. Coombs

    (University of Washington)

  • Lisa M. Frenkel

    (University of Washington
    Seattle Children’s Research Institute
    University of Washington)

  • Marta E. Bull

    (Seattle Children’s Research Institute
    University of Washington
    VIR Biotechnology)

  • Efrem S. Lim

    (Arizona State University
    Arizona State University
    Communicable Diseases Agency)

Abstract

Despite successful suppression of plasma HIV replication by antiretroviral therapy (ART), some women living with HIV (WLHIV) can still experience genital HIV shedding (discordant shedding). Female genital tract (FGT) bacterial and viral microbiome (bacteriome and virome) community dynamics during long-term ART in WLHIV are poorly understood but might contribute to discordant HIV shedding, as the bacteriome and virome are known to influence FGT health. Here, using metagenomic next-generation sequencing, we characterize the bacteriome and virome in 125 cervicovaginal specimens collected over two years from 31 WLHIV in Lima, Peru, and show that FGT bacteriome instability is associated with discordant HIV shedding, while longitudinal changes in FGT virome composition are associated with ART duration. Intrapersonal bacteriome variation is higher in discordant HIV shedders compared to non-shedders. Cervicovaginal virome composition changes over time, particularly in non-shedders. Specifically, anellovirus relative abundance is inversely associated with ART duration and CD4 counts. Our results suggest that discordant HIV shedding is linked with FGT bacteriome instability, and immune recovery during ART influences FGT virome composition.

Suggested Citation

  • Emily A. Kaelin & Caroline Mitchell & Jaime Soria & Alberto La Rosa & Eduardo Ticona & Robert W. Coombs & Lisa M. Frenkel & Marta E. Bull & Efrem S. Lim, 2025. "Longitudinal cervicovaginal bacteriome and virome alterations associate with discordant shedding and ART duration in women living with HIV in Peru," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-63158-y
    DOI: 10.1038/s41467-025-63158-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-63158-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-63158-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Himel Mallick & Ali Rahnavard & Lauren J McIver & Siyuan Ma & Yancong Zhang & Long H Nguyen & Timothy L Tickle & George Weingart & Boyu Ren & Emma H Schwager & Suvo Chatterjee & Kelsey N Thompson & Je, 2021. "Multivariable association discovery in population-scale meta-omics studies," PLOS Computational Biology, Public Library of Science, vol. 17(11), pages 1-27, November.
    2. Daniel H Huson & Sina Beier & Isabell Flade & Anna Górska & Mohamed El-Hadidi & Suparna Mitra & Hans-Joachim Ruscheweyh & Rewati Tappu, 2016. "MEGAN Community Edition - Interactive Exploration and Analysis of Large-Scale Microbiome Sequencing Data," PLOS Computational Biology, Public Library of Science, vol. 12(6), pages 1-12, June.
    3. Guanxiang Liang & Chunyu Zhao & Huanjia Zhang & Lisa Mattei & Scott Sherrill-Mix & Kyle Bittinger & Lyanna R. Kessler & Gary D. Wu & Robert N. Baldassano & Patricia DeRusso & Eileen Ford & Michal A. E, 2020. "The stepwise assembly of the neonatal virome is modulated by breastfeeding," Nature, Nature, vol. 581(7809), pages 470-474, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ji-Woo Park & Yeo-Eun Yun & Jin Ah Cho & Su-In Yoon & Su-A In & Eun-Jin Park & Min-Soo Kim, 2025. "Characterization of the phyllosphere virome of fresh vegetables and potential transfer to the human gut," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    2. Shuqin Zeng & Alexandre Almeida & Shiping Li & Junjie Ying & Hua Wang & Yi Qu & R. Paul Ross & Catherine Stanton & Zhemin Zhou & Xiaoyu Niu & Dezhi Mu & Shaopu Wang, 2024. "A metagenomic catalog of the early-life human gut virome," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    3. Girija Kaushal & Monika Thakur & Amit Kumar Rai & Sudhir P. Singh, 2022. "A Comprehensive Metagenomic Analysis Framework Revealing Microbiome Profile and Potential for Hydrocarbon Degradation and Carbohydrate Metabolism in a Himalayan Artificial Lake," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
    4. Hidenori Shimizu & Junki Miyamoto & Keiko Hisa & Ryuji Ohue-Kitano & Hiromi Takada & Mayu Yamano & Akari Nishida & Daiki Sasahara & Yuki Masujima & Keita Watanabe & Shota Nishikawa & Sakura Takahashi , 2025. "Sucrose-preferring gut microbes prevent host obesity by producing exopolysaccharides," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    5. Shiao-Pei Weathers & Xiqi Li & Haifeng Zhu & Ashish V. Damania & Mark Knafl & Brian McKinley & Heather Lin & Rebecca A. Harrison & Nazanin K. Majd & Barbara J. O’Brien & Marta Penas-Prado & Monica Log, 2025. "Improved overall survival in an anti-PD-L1 treated cohort of newly diagnosed glioblastoma patients is associated with distinct immune, mutation, and gut microbiome features: a single arm prospective p," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    6. Clara Delaroque & Héloïse Rytter & Erica Bonazzi & Marine Huillet & Sandrine Ellero-Simatos & Eva Chatonnat & Fuhua Hao & Andrew Patterson & Benoit Chassaing, 2025. "Maternal emulsifier consumption alters the offspring early-life microbiota and goblet cell function leading to long-lasting diseases susceptibility," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
    7. Chunbo Wei & Xiaoqing Xu & Jia Zhang & Xuanyang Wang & Tianshu Han & Yingfeng Zhang & Sijia Pan & Zhu Ming & Ran Li & Fengge Lou & Yu Cheng & Huan Xu & Xingyuan Sun & Guannan Geng & Yujun Pan & Qianmi, 2025. "Timing of unsaturated fat intake improves insulin sensitivity via the gut microbiota-bile acid axis: a randomized controlled trial," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    8. Manish Boolchandani & Kevin S. Blake & Drake H. Tilley & Miguel M. Cabada & Drew J. Schwartz & Sanket Patel & Maria Luisa Morales & Rina Meza & Giselle Soto & Sandra D. Isidean & Chad K. Porter & Mark, 2022. "Impact of international travel and diarrhea on gut microbiome and resistome dynamics," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    9. Irina M. Velsko & Zandra Fagernäs & Monica Tromp & Stuart Bedford & Hallie R. Buckley & Geoffrey Clark & John Dudgeon & James Flexner & Jean-Christophe Galipaud & Rebecca Kinaston & Cecil M. Lewis & E, 2024. "Exploring the potential of dental calculus to shed light on past human migrations in Oceania," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    10. Natasha Spottiswoode & Alexandra Tsitsiklis & Victoria T. Chu & Hoang Van Phan & Catherine DeVoe & Christina Love & Rajani Ghale & Joshua Bloomstein & Beth Shoshana Zha & Cole P. Maguire & Abigail Gla, 2024. "Microbial dynamics and pulmonary immune responses in COVID-19 secondary bacterial pneumonia," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    11. Bo Tang & Li Tang & Shengpeng Li & Shuang Liu & Jialin He & Pan Li & Sumin Wang & Min Yang & Longhui Zhang & Yuanyuan Lei & Dianji Tu & Xuefeng Tang & Hua Hu & Qin Ouyang & Xia Chen & Shiming Yang, 2023. "Gut microbiota alters host bile acid metabolism to contribute to intrahepatic cholestasis of pregnancy," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    12. Lingling Wang & Haobin Yao & Daniel C. Morgan & Kam Shing Lau & Suet Yi Leung & Joshua W. K. Ho & Wai K. Leung, 2023. "Altered human gut virome in patients undergoing antibiotics therapy for Helicobacter pylori," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    13. Carolina Alves Costa Silva & Gianmarco Piccinno & Déborah Suissa & Mélanie Bourgin & Gerty Schreibelt & Sylvère Durand & Roxanne Birebent & Marine Fidelle & Cissé Sow & Fanny Aprahamian & Paolo Manghi, 2024. "Influence of microbiota-associated metabolic reprogramming on clinical outcome in patients with melanoma from the randomized adjuvant dendritic cell-based MIND-DC trial," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    14. Ezgi Özcan & Kristie B. Yu & Lyna Dinh & Gregory R. Lum & Katie Lau & Jessie Hsu & Mariana Arino & Jorge Paramo & Arlene Lopez-Romero & Elaine Y. Hsiao, 2025. "Dietary fiber content in clinical ketogenic diets modifies the gut microbiome and seizure resistance in mice," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
    15. C C Lyman & G R Holyoak & K Meinkoth & X Wieneke & K A Chillemi & U DeSilva, 2019. "Canine endometrial and vaginal microbiomes reveal distinct and complex ecosystems," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-17, January.
    16. Yelin Han & Panpan Xu & Yuyang Wang & Wenliang Zhao & Junpeng Zhang & Shuyi Zhang & Jianwei Wang & Qi Jin & Zhiqiang Wu, 2023. "Panoramic analysis of coronaviruses carried by representative bat species in Southern China to better understand the coronavirus sphere," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    17. Katherine Duchesneau & Borja Aldeguer-Riquelme & Caitlin Petro & Ghiwa Makke & Madison Green & Malak Tfaily & Rachel Wilson & Spencer W. Roth & Eric R. Johnston & Laurel A. Kluber & Christopher W. Sch, 2025. "Northern peatland microbial communities exhibit resistance to warming and acquire electron acceptors from soil organic matter," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
    18. Andrew Baldi & Sabine Braat & Mohammed Imrul Hasan & Cavan Bennett & Marilou Barrios & Naomi Jones & Gemma Moir-Meyer & Imadh Abdul Azeez & Stephen Wilcox & Mohammad Saiful Alam Bhuiyan & Ricardo Atai, 2024. "Community use of oral antibiotics transiently reprofiles the intestinal microbiome in young Bangladeshi children," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    19. M. Büttner & J. Ostner & C. L. Müller & F. J. Theis & B. Schubert, 2021. "scCODA is a Bayesian model for compositional single-cell data analysis," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    20. Seong Beom An & Bo-Gie Yang & Gyeonghui Jang & Do-Yeon Kim & Jiyoung Kim & Sung-Man Oh & Nahyun Oh & Sanghee Lee & Ji-Yeong Moon & Jeong-Ah Kim & Ji-Hyun Kim & Yoo-Jeong Song & Hye-Won Hyun & Jisoo Ki, 2022. "Combined IgE neutralization and Bifidobacterium longum supplementation reduces the allergic response in models of food allergy," Nature Communications, Nature, vol. 13(1), pages 1-16, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-63158-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.