Evidence map›Paper›PMID 42829390›Full record

ArticleAnnals of biomedical engineering2026

Mechanical Characterization of Fibrin-Based Blood Clot Analogues for Modeling Intracerebral Hemorrhage.

Prabhat Kumar, Adrian Liu, Yigit Can Senol, Daniel Leong, Nanditha Krishnan, Luis E Savastano

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Article in Annals of biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Prabhat KumarDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA. prabhat.kumar@ucsf.edu.ORCID http://orcid.org/0000-0002-1725-6737
Adrian LiuDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA.ORCID http://orcid.org/0009-0004-6387-6322
Yigit Can SenolDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA.ORCID http://orcid.org/0000-0002-6669-6616
Daniel LeongDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA.ORCID http://orcid.org/0009-0002-7276-4280
Nanditha KrishnanDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA.ORCID http://orcid.org/0009-0006-8945-419X
Luis E SavastanoDepartment of Neurological Surgery, University of California, San Francisco, 513 Parnassus Avenue, HSE 860, San Francisco, CA, 94143, USA.ORCID http://orcid.org/0000-0002-9881-1594

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIntracerebral hemorrhage (ICH) carries high mortality and long-term disability. Development of minimally invasive surgical (MIS) evacuation devices is limited by the lack of reproducible clot analogues that reproduce key mechanical features of human ICH clots. This study evaluates the structural and mechanical behavior of engineered clot analogues benchmarked against patient-derived ICH clots.

methodsClot analogues were formulated at FFP:pRBC ratios of 85:15, 90:10, and 95:5. Microstructure was qualitatively assessed using scanning electron microscopy (SEM), and mechanical behavior was characterized by strain sweep rheology, flow sweep viscosity, and axial compression. Mechanical properties were benchmarked against three patient-derived ICH specimens.

resultsSEM revealed a transition from cell-dominated (85/15) to fibrin-dominant (95/5) microstructures, with 90/10 exhibiting an intermediate architecture. All analogues demonstrated predominantly solid-like behavior (G' > G″), with storage modulus increasing from 334.3 ± 55.0 Pa (85/15) to 499.9 ± 140.5 Pa (95/5) (p = 0.037). Tanδ values overlapped with patient-derived specimens, suggesting similar viscoelastic regimes despite differences in absolute stiffness. Peak viscosity was significantly greater for 85/15 than for 90/10 and 95/5 (p < 0.001). Compressive stress increased numerically with FFP content but did not differ significantly among formulations (p = 0.053).

conclusionFibrin-based clot analogues provide a reproducible and tunable platform for modeling selected mechanical characteristics of ICH clots. The formulations span distinct mechanical behaviors that may support standardized benchtop and cadaveric evaluation of MIS ICH evacuation technologies.

Indexed as

Clot analogueCompressionFibrinIntracerebral hemorrhageRheologyViscoelasticity

Identifiers

PMID42829390

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