Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home

User menu

  • Alerts
  • Log in

Search

  • Advanced search
American Journal of Neuroradiology
American Journal of Neuroradiology

American Journal of Neuroradiology

ASHNR American Society of Functional Neuroradiology ASHNR American Society of Pediatric Neuroradiology ASSR
  • Alerts
  • Log in

Advanced Search

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Follow AJNR on Twitter
  • Visit AJNR on Facebook
  • Follow AJNR on Instagram
  • Join AJNR on LinkedIn
  • RSS Feeds

AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Review ArticleSYSTEMATIC REVIEW/META-ANALYSIS

Cracking the Code of Calcification: How Presence and Burden among Intracranial Arteries Influence Stroke Incidence and Recurrence

Matteo Conte, Mohammed O. Alalfi, Riccardo Cau, Roberta Scicolone, Seemant Chaturvedi, Renu Virmani, Gianluca De Rubeis, Daniel Bos and Luca Saba
American Journal of Neuroradiology January 2025, ajnr.A8668; DOI: https://doi.org/10.3174/ajnr.A8668
Matteo Conte
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mohammed O. Alalfi
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Riccardo Cau
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Roberta Scicolone
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Seemant Chaturvedi
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Renu Virmani
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gianluca De Rubeis
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Daniel Bos
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Luca Saba
University of Padova (M.C.); University of Bologna (M.O.A.); Department of Radiology (R.C, R.S., L.S.), Azienda Ospedaliero Universitaria (A.O.U.) di Cagliari, Cagliari, Sardegna, Italy; Department of Neurology and Stroke Program (S.C.), University of Maryland School of Medicine, Baltimore, Maryland, United States; CVPath Institute (R.V.), Gaithersburg, Maryland, United States; Department of Radiology (G.DR.), Azienda San Camillo Forlanini, Rome, Lazio, Italy; Department of Epidemiology (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Department of Radiology and Nuclear Medicine (D.B.), Erasmus Medical Center, Rotterdam, South Holland, Netherlands; Mayo Clinic (L.S.), Rochester, Minnesota, United States.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Info & Metrics
  • Responses
  • PDF
Loading

This article requires a subscription to view the full text. If you have a subscription you may use the login form below to view the article. Access to this article can also be purchased.

ABSTRACT

BACKGROUND: Intracranial atherosclerosis accounts for about 8% of all strokes in Western societies but the influence of arterial calcification on plaque instability is a topic on ongoing debate.

PURPOSE: Explore the association between the presence and burden of calcium in atherosclerotic plaques among intracranial arteries with the risk of clinical or silent stroke events through a systematic review and meta-analysis.

DATA SOURCES: Adhering to PRISMA guidelines, studies from PubMed and Embase were analyzed up to May 2024.

STUDY SELECTION: Adult populations undergoing CT/CTA scans for symptomatic and asymptomatic atherosclerosis among intracranial vessels.

DATA ANALYSIS: Statistical analyses were performed to identify the impact of calcium presence and relative burden on stroke incidence or recurrence. Risk of bias was evaluated with QUADAS-2 criteria while GRADE system was used to assess quality of evidence.

DATA SYNTHESIS: The study synthesized data from 8 longitudinal studies, creating two different models: Calcium presence (heterogeneity: Q 9.19; I2 42.61%) and calcium burden (heterogeneity: Q 6.01; I2 0.01%). As for calcium presence and stroke events, 6839 patients were considered, and two statistical models were made. Our analysis established a significant association between the presence of calcium and stroke events. [OR= 1.54, 95% CI 1.06, 2.24, p=0.001]. A subsequent effect size analysis showed a similar correlation’s strength [OR = 1.56, 95% CI 1.11, 2.19, p = 0.001]. As for calcium burden and stroke events, 4885 patients were considered with effect size analysis establishing a positive correlation [OR = 1.31, 95% CI, 1.17, 1.46, p =< 0.001). A decrease in correlation strength was found between calcium presence [OR = 1.56] and burden [OR = 1.31] with stroke events.

LIMITATIONS: Despite strict exclusion criteria, heterogeneity across studies and between different statistical models of the present study persisted. Valuable data loss among excluded studies could have affected the findings of this meta-analysis. Unified calcium scoring pattern and individual arterial segment analysis was not widely adopted by included literature.

CONCLUSIONS: Our meta-analysis showed a weak, yet present association between presence and burden of calcification among intracranial arterial vessels and clinical or silent stroke events. Considering the high prevalence of intracranial calcification in the general population, widespread intracranial calcium assessment for stroke prediction has currently poor evidence. Investigation on specific intracranial vessels or exploration of newer calcium patterns could be essential to enhance the predictive accuracy of calcification in stroke incidence or recurrence.

ABBREVIATIONS: IAC = Intracranial Arterial Calcification; HU = Hounsfield Unit; RE = Random Effect.

Footnotes

  • The authors declare no conflicts of interest related to the content of this article.

  • © 2025 by American Journal of Neuroradiology

Log in using your username and password

Forgot your user name or password?

Log in through your institution

You may be able to gain access using your login credentials for your institution. Contact your library if you do not have a username and password.
PreviousNext
Back to top
Advertisement
Download PDF
Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Cracking the Code of Calcification: How Presence and Burden among Intracranial Arteries Influence Stroke Incidence and Recurrence
(Your Name) has sent you a message from American Journal of Neuroradiology
(Your Name) thought you would like to see the American Journal of Neuroradiology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Cite this article
Accepted Manuscript
Matteo Conte, Mohammed O. Alalfi, Riccardo Cau, Roberta Scicolone, Seemant Chaturvedi, Renu Virmani, Gianluca De Rubeis, Daniel Bos, Luca Saba
Cracking the Code of Calcification: How Presence and Burden among Intracranial Arteries Influence Stroke Incidence and Recurrence
American Journal of Neuroradiology Jan 2025, ajnr.A8668; DOI: 10.3174/ajnr.A8668

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
0 Responses
Respond to this article
Share
Bookmark this article
Accepted Manuscript
Cracking the Code of Calcification: How Presence and Burden among Intracranial Arteries Influence Stroke Incidence and Recurrence
Matteo Conte, Mohammed O. Alalfi, Riccardo Cau, Roberta Scicolone, Seemant Chaturvedi, Renu Virmani, Gianluca De Rubeis, Daniel Bos, Luca Saba
American Journal of Neuroradiology Jan 2025, ajnr.A8668; DOI: 10.3174/ajnr.A8668
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
  • Info & Metrics
  • Responses
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref
  • Google Scholar

This article has not yet been cited by articles in journals that are participating in Crossref Cited-by Linking.

More in this TOC Section

  • Transvenous Embolization vs. Surgical Intervention for cerebrospinal fluid Venous Fistulas: A Systematic Review and Meta-analysis
  • Middle meningeal artery embolization for non-acute subdural hematoma: a meta-analysis of large randomized controlled trials
  • Magnetic Resonance Imaging versus Noncontrast Computed Tomography for Selecting Patients with Acute Ischemic Stroke of Large Vessel Occlusion for Endovascular Thrombectomy: A Systematic Review and Meta-Analysis
Show more SYSTEMATIC REVIEW/META-ANALYSIS

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editor's Choice
  • Fellows' Journal Club
  • Letters to the Editor
  • Video Articles

Cases

  • Case Collection
  • Archive - Case of the Week
  • Archive - Case of the Month
  • Archive - Classic Case

More from AJNR

  • Trainee Corner
  • Imaging Protocols
  • MRI Safety Corner

Multimedia

  • AJNR Podcasts
  • AJNR Scantastics

Resources

  • Turnaround Time
  • Submit a Manuscript
  • Submit a Video Article
  • Submit an eLetter to the Editor/Response
  • Manuscript Submission Guidelines
  • Statistical Tips
  • Fast Publishing of Accepted Manuscripts
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Author Policies
  • Become a Reviewer/Academy of Reviewers
  • News and Updates

About Us

  • About AJNR
  • Editorial Board
  • Editorial Board Alumni
  • Alerts
  • Permissions
  • Not an AJNR Subscriber? Join Now
  • Advertise with Us
  • Librarian Resources
  • Feedback
  • Terms and Conditions
  • AJNR Editorial Board Alumni

American Society of Neuroradiology

  • Not an ASNR Member? Join Now

© 2025 by the American Society of Neuroradiology All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Print ISSN: 0195-6108 Online ISSN: 1936-959X

Powered by HighWire