Evidence map›Paper›PMID 42292531›Full record

ArticleFrontiers in bioengineering and biotechnology2026

A microfluidic bone marrow model combining CFD and organ-on-a-chip technologies to study leukemia niche dynamics.

Gabriel Santos Rosalem, Diego Rodney Rodrigues De Assis, Libardo Andrés González Torres, Estevam Barbosa de Las Casas, Wagner Nunes Rodrigues, Rafael Silva Gonçalves, Rayane Aparecida Nonato Rabelo, Jeronimo Conceição Ruiz, Maria Gabriela Reis Carvalho

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Gabriel Santos Rosalem *Rene Rachou Institute, Oswaldo Cruz Foudation, Belo Horizonte, Brazil.
Diego Rodney Rodrigues De Assis *Rene Rachou Institute, Oswaldo Cruz Foudation, Belo Horizonte, Brazil.
Libardo Andrés González TorresInstitute of Science and Technology, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Diamantina, Brazil.
Estevam Barbosa de Las CasasStructural Engineering Department, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
Wagner Nunes RodriguesDepartment of Physics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
Rafael Silva GonçalvesDepartment of Physics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
Rayane Aparecida Nonato RabeloRene Rachou Institute, Oswaldo Cruz Foudation, Belo Horizonte, Brazil.
Jeronimo Conceição Ruiz *Rene Rachou Institute, Oswaldo Cruz Foudation, Belo Horizonte, Brazil.
Maria Gabriela Reis Carvalho *Rene Rachou Institute, Oswaldo Cruz Foudation, Belo Horizonte, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: B-cell acute lymphoblastic leukemia (B-ALL) disrupts the architecture and function of the bone marrow niche. However, current in vitro and in vivo models fail to fully capture the spatial, biochemical, and mechanical complexity of the native microenvironment. Here, we present a biomimetic bone marrow on-a-chip that integrates organ-on-a-chip technology, 3D hydrogel culture, and computational modeling to recreate the perivascular, central, and endosteal niches of human bone marrow. Methods: The Computational Fluid Dynamics (CFD) was used to guide the design and operation of the microdevice by predicting physiological interstitial flow within the culture system, enabling consistent mechanical stimuli as in vivo under conditions compatible with bone marrow physiology. The microdevice was fabricated using high-resolution 3D printing and soft lithography, and incorporates phaseguide structures for hydrogel confinement, the establishment of three distinct niches and continuous perfusion. Co-cultures of endothelial, stromal, osteoblast, and leukemic cells were maintained in a type I collagen matrix under dynamic conditions. Results/Discussion: The platform supported high cell viability and enabled compartmentalized spatial organization of multicellular co-cultures. The presence of leukemic cells was associated with changes in soluble signaling molecules within the microenvironment, including increased levels of cytokines, chemokines, and growth factors such as IL-10, IL-13, TNF-α, CCL2, CCL3, CCL5, FGF, G-CSF, and GM-CSF. These patterns are consistent with signaling processes linked to immunoregulation, leukemic supportive signaling, and therapeutic resistance in B-ALL. Conclusion: Together, these findings indicate that the bone-marrow-on-a-chip captures relevant aspects of niche-associated signaling and provides a versatile platform for investigating leukemia microenvironment interactions, with potential in drug screening and preclinical model development.

Indexed as

3D printingbone marrowcomputational simulationleukemiamicrophysiological systemnichesorgan-on-a-chip

Identifiers

PMID42292531
PMCPMC13253809

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.