Evidence map›Paper›PMID 41958980›Full record

ArticlebioRxiv : the preprint server for biology2026

Mineralized collagen scaffold pore architecture and glycosaminoglycan content biases anti-inflammatory macrophage phenotype.

Vasiliki Kolliopoulos, Hashni E Vidana Gamage, Maxwell Polanek, Melisande Wong Yan Ling, Angela Lin, Robert Guldberg, Erik Nelson, Kara Spiller, Brendan A C Harley

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Review
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.

Vasiliki KolliopoulosDept. Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801.
Hashni E Vidana GamageSchool of Molecular and Cellular Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801.
Maxwell PolanekDept. Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801.
Melisande Wong Yan LingDept. Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801.
Angela LinPhil and Penny Knight Campus for Accelerating Scientific Impact, University of Oregon, Eugene, OR 97403.
Robert GuldbergPhil and Penny Knight Campus for Accelerating Scientific Impact, University of Oregon, Eugene, OR 97403.
Erik NelsonSchool of Molecular and Cellular Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0002-8887-1905
Kara SpillerDept. Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, PA 19104.
Brendan A C HarleyDept. Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-5458-154X

Funding

Training Program in Chemistry-Interface with BiologyT32GM070421 · NIGMS · UNIVERSITY OF ILLINOIS URBANA-CHAMPAIGN · PI HERGENROTHER, PAUL · 2005 to 2019
$5.4M
Mineralized collagen composite to accelerate craniofacial bone regenerationR01DE030491 · NIDCR · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$2.2M
Stratified and mechanically-tough biomaterial implant to improve tendon-to-bone enthesis regenerationR01AR077858 · NIAMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$1.7M
Amniotic Membrane Derived Matrix for Large Bone Defect RepairR21DE026582 · NIDCR · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A., WHEELER, MATTHEW B · 2018 to 2019
$660k
NIAMS NIH HHS R01 AR077858NIDCR NIH HHS R01 DE030491NIDCR NIH HHS R21 DE026582NIGMS NIH HHS T32 GM070421
6 · The paper itself

Abstract

Macrophages play a central role in early immune response after injury that can shape the success or failure of craniomaxillofacial (CMF) bone repair. While mineralized collagen glycosaminoglycan (GAG) scaffolds have been developed to support osteogenesis, here we define how scaffold pore size, pore alignment, and glycosaminoglycan (GAG) composition influence human monocyte-derived macrophage polarization. We establish flow cytometry, secretome, and gene expression benchmarks to assess primary macrophage polarization toward M1 versus M2 phenotypes in response to cytokine cocktails in 2D culture and 3D scaffolds. We then define the kinetics macrophage polarization in response to scaffold pore architecture and composition in the absence of exogenous cytokines. All scaffold variants support an early pro-inflammatory response followed by a shift toward M2-like phenotypes over seven days reflected by increased CD206 expression, secretion of pro-healing factors such as CCL18, and upregulation of M2a- and M2c-associated genes. Anisotropic scaffolds with smaller pores more robustly drove angiogenic and extracellular matrix related gene expression as well as earlier emergence of M2-like phenotypes. Scaffold GAG chemistry provided an additional tuning mechanism, with chondroitin-6-sulfate variants promoting the greatest late-stage M2 surface marker expression, heparin variants accelerating early M2 and pro-angiogenic phenotypes, and chondroitin-4-sulfate variants dampening both M1 and M2 phenotypes at early timepoints. These findings demonstrate that mineralized collagen scaffolds intrinsically guide macrophage polarization toward pro-regenerative states but that scaffold structure and composition can be used to shape the kinetics and intensity of these responses. These insights provide a critical foundation for immuno-instructive biomaterial designs that enhance CMF bone repair.

Indexed as

3D biomaterialsanisotropyglycosaminoglycanmacrophagepore size

Identifiers

PMID41958980
PMCPMC13061007

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.