IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-63948-4.html
   My bibliography  Save this article

Neutralizing and binding antibodies are a correlate of risk of COVID-19 in the CoVPN 3008 study in people with HIV

Author

Listed:
  • Nonhlanhla N. Mkhize

    (National Health Laboratory Service
    University of the Witwatersrand)

  • Bo Zhang

    (Fred Hutchinson Cancer Center)

  • Caroline Brackett

    (Duke University)

  • Peter James Elyanu

    (Baylor College of Medicine Children’s Foundation-Uganda)

  • Asa Tapley

    (Fred Hutchinson Cancer Center
    University of Washington
    University of Cape Town)

  • Sufia Dadabhai

    (Johns Hopkins Research Project)

  • Jiani Hu

    (Fred Hutchinson Cancer Center)

  • Bich T. N. Do

    (Duke University)

  • Daniel J. Schuster

    (Duke University)

  • Jack Heptinstall

    (Duke University)

  • Sheetal Sawant

    (Duke University)

  • Kelly Seaton

    (Duke University)

  • Marcella Sarzotti-Kelsoe

    (Duke University)

  • Aaron Hudson

    (Fred Hutchinson Cancer Center
    University of Washington
    Fred Hutchinson Cancer Center)

  • Yutong Jin

    (Fred Hutchinson Cancer Center)

  • Sinethemba Bhebhe

    (National Health Laboratory Service
    University of the Witwatersrand)

  • Haajira Kaldine

    (National Health Laboratory Service
    University of the Witwatersrand)

  • Prudence Kgagudi

    (National Health Laboratory Service
    University of the Witwatersrand)

  • Tandile Modise

    (National Health Laboratory Service
    University of the Witwatersrand)

  • Nyaradzo M. Mgodi

    (University of Zimbabwe)

  • Jessica Andriesen

    (Fred Hutchinson Cancer Center)

  • April K. Randhawa

    (Fred Hutchinson Cancer Center)

  • Leigh H. Fisher

    (Fred Hutchinson Cancer Center)

  • Jia Jin Kee

    (Fred Hutchinson Cancer Center)

  • Craig A. Magaret

    (Fred Hutchinson Cancer Center)

  • James Peng

    (University of Washington)

  • Avi Kenny

    (Duke University
    Duke University)

  • Lindsay N. Carpp

    (Fred Hutchinson Cancer Center)

  • Zhe Chen

    (University of Pennsylvania)

  • Siyu Heng

    (New York University)

  • Manuel Villaran

    (Fred Hutchinson Cancer Center)

  • Azwidihwi Takalani

    (Chris Hani Baragwanath Academic Hospital)

  • Bert Roux

    (Chris Hani Baragwanath Academic Hospital)

  • Eduan Wilkinson

    (University of KwaZulu-Natal
    Centre for Epidemic Response & Innovation)

  • Jackline Odhiambo

    (Fred Hutchinson Cancer Center
    Chris Hani Baragwanath Academic Hospital)

  • Parth Shah

    (Fred Hutchinson Cancer Center)

  • Laura Polakowski

    (National Institutes of Health)

  • Margaret Yacovone

    (National Institutes of Health)

  • Taraz Samandari

    (COVID-19 Prevention Network)

  • Zvavahera Chirenje

    (University of Zimbabwe)

  • Joseph Makhema

    (Botswana Harvard AIDS Institute)

  • Ethel Kamuti

    (Centre for Infectious Disease Research in Zambia)

  • Katanekwa Njekwa

    (Centre for Infectious Disease Research in Zambia)

  • Harriet Nuwagaba-Biribonwoha

    (Eswatini Prevention Center
    Columbia University)

  • Allan Baguma

    (Baylor College of Medicine Children’s Foundation-Uganda)

  • Sharlaa Badal-Faesen

    (Clinical HIV Research Unit / Helen Joseph Clinical Research Site)

  • William Brumskine

    (Rustenburg Clinical Research Site)

  • Soritha Coetzer

    (Synexus Helderberg)

  • Rodney Dawson

    (University of Cape Town Lung Institute Clinical Research Site)

  • Sinead Delany-Moretlwe

    (Wits RHI University of the Witwatersrand)

  • Andreas Henri Diacon

    (TASK)

  • Samantha Fry

    (FAMCRU Family Clinical Research Unit)

  • Katherine Gill

    (University of Cape Town)

  • Anda Madikida

    (University of Cape Town)

  • Zaheer Ahmed Ebrahim Hoosain

    (Josha Research Clinical Research Site)

  • Mina C. Hosseinipour

    (Malawi Clinical Research Site
    University of North Carolina at Chapel Hill School of Medicine)

  • Mubiana Inambao

    (CFHRZ - Ndola Clinical Research Site)

  • Craig Innes

    (Klerksdorp Clinical Research Site)

  • Steve Innes

    (University of Cape Town)

  • Dishiki Kalonji

    (Isipingo Clinical Research Site)

  • Humphrey Mwape

    (UNC Global Projects / Kamwala District Health Centre)

  • Priya Kassim

    (Soweto - Kliptown Clinical Research Site)

  • Melvin C. Kamanga

    (Johns Hopkins Research Project-Kamuzu University of Health Sciences)

  • William Kilembe

    (CFHRZ Clinical Research Site)

  • Fatima Laher

    (University of the Witwatersrand)

  • Mookho Malahleha

    (Synergy Biomed Research Institute)

  • Vongane Louisa Maluleke

    (MERC Middelburg)

  • Grace Mboya

    (Kisumu Clinical Research Site)

  • Philister Adhiambo Madiega

    (Kenya Medical Research Institute)

  • Kirsten McHarry

    (TASK Eden)

  • Essack Mitha

    (Newtown Clinical Research)

  • Yajna Duki

    (Aurum Tembisa Clinic 4)

  • Pamela Mda

    (Walter Sisulu University)

  • Moroesi Moerane

    (Walter Sisulu University)

  • Tumelo Moloantoa

    (PHRU Matlosana Clinical Research Site)

  • Simpson Nuwamanya

    (Joint Clinical Research Centre)

  • Sharana Mahomed

    (University of KwaZulu–Natal)

  • Vimla Naicker

    (Tongaat Clinical Research Site)

  • Anusha Nana

    (Soweto - Kliptown Clinical Research Site)

  • Annet Nanvubya

    (UVRI-IAVI HIV Vaccine Program Ltd. Clinical Research Site)

  • Barbarah Kawoozo

    (UVRI-IAVI HIV Vaccine Program Ltd. Clinical Research Site)

  • Maphoshane Nchabeleng

    (MeCRU Clinical Research Site)

  • Walter Otieno

    (Kombewa Clinical Research Site
    Maseno University School of Medicine)

  • Elsje Louise Potgieter

    (Synexus Stanza Clinical Research Centre Clinical Research Site)

  • Disebo Potloane

    (University of KwaZulu–Natal)

  • Zelda Punt

    (PHOENIX Pharma (Pty) Ltd)

  • Jamil Said

    (Moi University Clinical Research Centre)

  • Yashna Singh

    (University of Cape Town)

  • Sheetal Kassim

    (University of Cape Town)

  • Dorothie Vendt

    (University of Cape Town)

  • Mohammed Siddique Tayob

    (MERC Kempton)

  • Yacoob Vahed

    (MERC Welkom)

  • Deo Ogema Wabwire

    (MU-JHU Research Collaboration Clinical Research Site)

  • James G. Kublin

    (Fred Hutchinson Cancer Center)

  • Linda-Gail Bekker

    (University of Cape Town)

  • Lawrence Corey

    (Fred Hutchinson Cancer Center)

  • Glenda E. Gray

    (South African Medical Research Council)

  • Yunda Huang

    (Fred Hutchinson Cancer Center
    University of Washington)

  • Philip Kotze

    (Qhakaza Mbokodo Research Clinic)

  • Nigel Garrett

    (University of Cape Town
    University of KwaZulu–Natal
    University of KwaZulu-Natal)

  • John Hural

    (Fred Hutchinson Cancer Center)

  • Guido Ferrari

    (Duke University)

  • Erica Andersen-Nissen

    (Fred Hutchinson Cancer Center
    Hutchinson Centre Research Institute of South Africa)

  • David Montefiori

    (Duke University)

  • Penny L. Moore

    (National Health Laboratory Service
    University of the Witwatersrand
    University of KwaZulu–Natal)

  • M. Juliana McElrath

    (Fred Hutchinson Cancer Center)

  • Georgia D. Tomaras

    (Duke University)

  • Peter B. Gilbert

    (Fred Hutchinson Cancer Center
    University of Washington
    Fred Hutchinson Cancer Center)

Abstract

People with HIV (PWH) are understudied in COVID-19 vaccine trials, leaving knowledge gaps on whether the identified immune correlates of protection also hold in PWH. CoVPN 3008 (NCT05168813) enrolled predominantly PWH and reported lower COVID-19 incidence for a Hybrid vs. Vaccine Group (baseline SARS-CoV-2-positive and one mRNA-1273 dose vs. negative and two doses). Using case-cohort sampling, antibody markers at enrolment (M0) and four weeks post-final vaccination (Peak) are assessed as immune correlates of COVID-19. For the Hybrid Group [n = 287 (195 PWH)], all M0 markers inversely correlate with COVID-19 through 230 days post-Peak, with 50% inhibitory dilution BA.4/5 neutralizing antibody titer (nAb-ID50 BA.4/5) the strongest and only independent correlate (HR per 10-fold increase=0.46, 95% CI 0.28, 0.75; P = 0.002). For the Vaccine Group [n = 115 (86 PWH)], Peak nAb-ID50 BA.4/5 correlates with reduced COVID-19 risk (1.9%, 1.1%, and 0.3% at titers 10, 100, and 1000 AU/ml) through 92, but not 165, days post-Peak. Using multivariable Cox analysis of binding and nAb, nAb titers predict COVID-19 in PWH. Two doses of a 100-µg Ancestral strain mRNA vaccine in baseline-SARS-CoV-2-negative individuals elicit sufficient cross-reacting Omicron antibodies to reduce COVID-19 incidence for 90 days post-Peak, but viral evolution and waning antibodies abrogate this protection thereafter.

Suggested Citation

  • Nonhlanhla N. Mkhize & Bo Zhang & Caroline Brackett & Peter James Elyanu & Asa Tapley & Sufia Dadabhai & Jiani Hu & Bich T. N. Do & Daniel J. Schuster & Jack Heptinstall & Sheetal Sawant & Kelly Seato, 2025. "Neutralizing and binding antibodies are a correlate of risk of COVID-19 in the CoVPN 3008 study in people with HIV," Nature Communications, Nature, vol. 16(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-63948-4
    DOI: 10.1038/s41467-025-63948-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-63948-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-63948-4?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. Graeme Dor & Eduan Wilkinson & Darren P. Martin & Monika Moir & Derek Tshiabuila & Dikeledi Kekana & Buhle Ntozini & Rageema Joseph & Arash Iranzadeh & Martin M. Nyaga & Dominique Goedhals & Tongai Ma, 2025. "Tracing the spatial origins and spread of SARS-CoV-2 Omicron lineages in South Africa," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    2. Noe B. Mercado & Roland Zahn & Frank Wegmann & Carolin Loos & Abishek Chandrashekar & Jingyou Yu & Jinyan Liu & Lauren Peter & Katherine McMahan & Lisa H. Tostanoski & Xuan He & David R. Martinez & Lu, 2020. "Single-shot Ad26 vaccine protects against SARS-CoV-2 in rhesus macaques," Nature, Nature, vol. 586(7830), pages 583-588, October.
    3. Deborah Cromer & Megan Steain & Arnold Reynaldi & Timothy E. Schlub & Shanchita R. Khan & Sarah C. Sasson & Stephen J. Kent & David S. Khoury & Miles P. Davenport, 2023. "Predicting vaccine effectiveness against severe COVID-19 over time and against variants: a meta-analysis," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    4. Lars van der Laan & Wenbo Zhang & Peter B. Gilbert, 2023. "Nonparametric estimation of the causal effect of a stochastic threshold‐based intervention," Biometrics, The International Biometric Society, vol. 79(2), pages 1014-1028, June.
    5. Bo Zhang & Youyi Fong & Jonathan Fintzi & Eric Chu & Holly E. Janes & Avi Kenny & Marco Carone & David Benkeser & Lars W. P. Laan & Weiping Deng & Honghong Zhou & Xiaowei Wang & Yiwen Lu & Chenchen Yu, 2024. "Omicron COVID-19 immune correlates analysis of a third dose of mRNA-1273 in the COVE trial," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    6. Bo Zhang & Youyi Fong & Lauren Dang & Jonathan Fintzi & Shiyu Chen & Jing Wang & Nadine G. Rouphael & Angela R. Branche & David J. Diemert & Ann R. Falsey & Daniel S. Graciaa & Lindsey R. Baden & Shar, 2025. "Neutralizing antibody immune correlates in COVAIL trial recipients of an mRNA second COVID-19 vaccine boost," Nature Communications, Nature, vol. 16(1), pages 1-19, December.
    7. Youyi Fong & Yunda Huang & David Benkeser & Lindsay N. Carpp & Germán Áñez & Wayne Woo & Alice McGarry & Lisa M. Dunkle & Iksung Cho & Christopher R. Houchens & Karen Martins & Lakshmi Jayashankar & F, 2023. "Publisher Correction: Immune correlates analysis of the PREVENT-19 COVID-19 vaccine efficacy clinical trial," Nature Communications, Nature, vol. 14(1), pages 1-1, December.
    8. Youyi Fong & Yunda Huang & David Benkeser & Lindsay N. Carpp & Germán Áñez & Wayne Woo & Alice McGarry & Lisa M. Dunkle & Iksung Cho & Christopher R. Houchens & Karen Martins & Lakshmi Jayashankar & F, 2023. "Immune correlates analysis of the PREVENT-19 COVID-19 vaccine efficacy clinical trial," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    9. Dean Follmann & Meagan P. O’Brien & Jonathan Fintzi & Michael P. Fay & David Montefiori & Allyson Mateja & Gary A. Herman & Andrea T. Hooper & Kenneth C. Turner & Kuo- Chen Chan & Eduardo Forleo-Neto , 2023. "Examining protective effects of SARS-CoV-2 neutralizing antibodies after vaccination or monoclonal antibody administration," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    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. Eva Stadler & Martin T. Burgess & Timothy E. Schlub & Shanchita R. Khan & Khai Li Chai & Zoe K. McQuilten & Erica M. Wood & Mark N. Polizzotto & Stephen J. Kent & Deborah Cromer & Miles P. Davenport &, 2023. "Monoclonal antibody levels and protection from COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    2. Chong Ma & Jiejun Du & Lan Lan & Archana Kapoor & Gonzalo Perez Marc & Gilberto Jimenez & Christopher J. A. Duncan & Nancy Cam & Nina Lin & Frances Priddy & Sanjay Garg & Sonia K. Stoszek & Christine , 2025. "Immune correlates analysis of mRNA-1345 RSV vaccine efficacy clinical trial," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
    3. Bo Zhang & Youyi Fong & Jonathan Fintzi & Eric Chu & Holly E. Janes & Avi Kenny & Marco Carone & David Benkeser & Lars W. P. Laan & Weiping Deng & Honghong Zhou & Xiaowei Wang & Yiwen Lu & Chenchen Yu, 2024. "Omicron COVID-19 immune correlates analysis of a third dose of mRNA-1273 in the COVE trial," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    4. Craig A. Magaret & Li Li & Allan C. deCamp & Morgane Rolland & Michal Juraska & Brian D. Williamson & James Ludwig & Cindy Molitor & David Benkeser & Alex Luedtke & Brian Simpkins & Fei Heng & Yanqing, 2024. "Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features," Nature Communications, Nature, vol. 15(1), pages 1-22, December.
    5. Ramon Roozendaal & Laura Solforosi & Daniel J. Stieh & Jan Serroyen & Roel Straetemans & Anna Dari & Muriel Boulton & Frank Wegmann & Sietske K. Rosendahl Huber & Joan E. M. van der Lubbe & Jenny Hend, 2021. "SARS-CoV-2 binding and neutralizing antibody levels after Ad26.COV2.S vaccination predict durable protection in rhesus macaques," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    6. Neeltje van Doremalen & Jonathan E. Schulz & Danielle R. Adney & Taylor A. Saturday & Robert J. Fischer & Claude Kwe Yinda & Nazia Thakur & Joseph Newman & Marta Ulaszewska & Sandra Belij-Rammerstorfe, 2022. "ChAdOx1 nCoV-19 (AZD1222) or nCoV-19-Beta (AZD2816) protect Syrian hamsters against Beta Delta and Omicron variants," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    7. Grace Kenny & Sophie O’Reilly & Neil Wrigley Kelly & Riya Negi & Colette Gaillard & Dana Alalwan & Gurvin Saini & Tamara Alrawahneh & Nathan Francois & Matthew Angeliadis & Alejandro Abner Garcia Leon, 2023. "Distinct receptor binding domain IgG thresholds predict protective host immunity across SARS-CoV-2 variants and time," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    8. Jaclyn A. Kaiser & Christine E. Nelson & Xueqiao Liu & Hong-Su Park & Yumiko Matsuoka & Cindy Luongo & Celia Santos & Laura R. H. Ahlers & Richard Herbert & Ian N. Moore & Temeri Wilder-Kofie & Rashid, 2024. "Mucosal prime-boost immunization with live murine pneumonia virus-vectored SARS-CoV-2 vaccine is protective in macaques," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    9. Lindsay N. Carpp & Ollivier Hyrien & Youyi Fong & David Benkeser & Sanne Roels & Daniel J. Stieh & Ilse Van Dromme & Griet A. Van Roey & Avi Kenny & Ying Huang & Marco Carone & Adrian B. McDermott & C, 2024. "Neutralizing antibody correlate of protection against severe-critical COVID-19 in the ENSEMBLE single-dose Ad26.COV2.S vaccine efficacy trial," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    10. Chang Liu & Tim K. Tsang & Sheena G. Sullivan & Benjamin J. Cowling & Bingyi Yang, 2025. "Comparative duration of neutralizing responses and protections of COVID-19 vaccination and correlates of protection," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
    11. Amy R. Rappaport & Sue-Jean Hong & Ciaran D. Scallan & Leonid Gitlin & Arvin Akoopie & Gregory R. Boucher & Milana Egorova & J. Aaron Espinosa & Mario Fidanza & Melissa A. Kachura & Annie Shen & Glori, 2022. "Low-dose self-amplifying mRNA COVID-19 vaccine drives strong protective immunity in non-human primates against SARS-CoV-2 infection," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    12. Chaim A. Schramm & Damee Moon & Lowrey Peyton & Noemia S. Lima & Christian Wake & Kristin L. Boswell & Amy R. Henry & Farida Laboune & David Ambrozak & Samuel W. Darko & I-Ting Teng & Kathryn E. Fould, 2023. "Interaction dynamics between innate and adaptive immune cells responding to SARS-CoV-2 vaccination in non-human primates," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    13. Deborah Cromer & Arnold Reynaldi & Ainslie Mitchell & Timothy E. Schlub & Jennifer A. Juno & Adam K. Wheatley & Stephen J. Kent & David S. Khoury & Miles P. Davenport, 2024. "Predicting COVID-19 booster immunogenicity against future SARS-CoV-2 variants and the benefits of vaccine updates," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    14. Amit A. Upadhyay & Elise G. Viox & Timothy N. Hoang & Arun K. Boddapati & Maria Pino & Michelle Y.-H. Lee & Jacqueline Corry & Zachary Strongin & David A. Cowan & Elizabeth N. Beagle & Tristan R. Hort, 2023. "TREM2+ and interstitial-like macrophages orchestrate airway inflammation in SARS-CoV-2 infection in rhesus macaques," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    15. Qingrui Huang & Qingyun Lang & Yao Li & Fengjie Wang & Xiaonan Han & Ling Luo & Xiaomin Duan & Xuerong Cao & Yue Wang & Yu Bai & Yaxin Song & Yanpeng Xu & Lianlian Bian & Chenyan Gao & Linqing Zhao & , 2025. "Highly scalable prefusion-stabilized RSV F vaccine with enhanced immunogenicity and robust protection," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
    16. Phillip Heiler & Michael C. Knaus, 2025. "Heterogeneity Analysis with Heterogeneous Treatments," Papers 2507.01517, arXiv.org.
    17. Juan Liu & Fengfeng Mao & Jianhe Chen & Shuaiyao Lu & Yonghe Qi & Yinyan Sun & Linqiang Fang & Man Lung Yeung & Chunmei Liu & Guimei Yu & Guangyu Li & Ximing Liu & Yuansheng Yao & Panpan Huang & Dongx, 2023. "An IgM-like inhalable ACE2 fusion protein broadly neutralizes SARS-CoV-2 variants," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    18. Junqing Xie & Beatriz Mothe & Marta Alcalde Herraiz & Chunxiao Li & Yu Xu & Annika M. Jödicke & Yaqing Gao & Yunhe Wang & Shuo Feng & Jia Wei & Zhuoyao Chen & Shenda Hong & Yeda Wu & Binbin Su & Xiaoy, 2024. "Relationship between HLA genetic variations, COVID-19 vaccine antibody response, and risk of breakthrough outcomes," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    19. Ankita Leekha & Arash Saeedi & K M Samiur Rahman Sefat & Monish Kumar & Melisa Martinez-Paniagua & Adrian Damian & Rohan Kulkarni & Kate Reichel & Ali Rezvan & Shalaleh Masoumi & Xinli Liu & Laurence , 2024. "Multi-antigen intranasal vaccine protects against challenge with sarbecoviruses and prevents transmission in hamsters," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    20. Shubhadeep Roychoudhury & Anandan Das & Pallav Sengupta & Sulagna Dutta & Shatabhisha Roychoudhury & Arun Paul Choudhury & A. B. Fuzayel Ahmed & Saumendra Bhattacharjee & Petr Slama, 2020. "Viral Pandemics of the Last Four Decades: Pathophysiology, Health Impacts and Perspectives," IJERPH, MDPI, vol. 17(24), pages 1-39, 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_s41467-025-63948-4. 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.