Evidence map›Paper›PMID 41466393›Full record

ArticleBMC biotechnology2025

A streamlined and comprehensive protocol for the generation and multi-omic analysis of human monocyte-derived macrophages.

Olivia G Palmer, Laurent Perreard, Fred W Kolling Iv, Patricia A Pioli, Brittany A Goods

Abstract read
In one paragraph

Article in BMC biotechnology, 2025. 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. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Olivia G PalmerThe Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.
Laurent PerreardGenomics Shared Resource, Dartmouth College, Hanover, NH, USA.
Fred W Kolling IvGenomics Shared Resource, Dartmouth College, Hanover, NH, USA.
Patricia A PioliDepartment of Microbiology and Immunology, Geisel School of Medicine at Dartmouth College, Hanover, NH, USA.
Brittany A GoodsThe Thayer School of Engineering, Dartmouth College, Hanover, NH, USA. Britt.anne.goods@dartmouth.edu.

Funding

Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Zhao - Proj 2P20GM130454 · NIGMS · DARTMOUTH COLLEGE · PI MICHAEL L WHITFIELD · 2019 to 2026
$27.2M
Acquisition of the NextSeq2000 Sequencing platform to Increase Next Generation Sequencing Throughput While Reducing Costs at DartmouthS10OD030242 · OD · DARTMOUTH COLLEGE · PI KOLLING IV, FRED W · 2021 to 2021
$321k
NCI NIH HHS P30 CA023108NCI NIH HHS P30CA023108NIGMS NIH HHS P20 GM130454NIGMS NIH HHS P20GM130454NIH HHS S10 OD030242
6 · The paper itself

Abstract

Macrophages serve both as a first line of defense against invading pathogens and mediate tissue homeostasis. These cells are inherently responsive and heterogeneous and lie on a spectrum of activation states book-ended by M1-like (inflammatory) and M2-like (anti-inflammatory) extremes. The study of human macrophages is necessary to unravel the complex signals and environmental cues that these cells integrate to create their varied phenotypes. In vitro protocols to differentiate human monocytes into macrophages use many distinct activation stimuli at variable concentrations and for differing durations of treatment that can impact macrophage fate. These variations can make it challenging to reproduce findings and compare datasets across research environments. Additionally, few protocols to date have performed rigorous characterization with input material from frozen peripheral blood mononuclear cells (PBMCs). This is important since the availability of fresh blood can often be limiting and can lead to a loss of standardized procedures, particularly for cell therapy applications. Here, we have developed a comprehensive protocol to generate human macrophages from monocytes where we rigorously characterize the impact of differentiation conditions and polarization conditions on human macrophages. We compared 4 conditions for M1-like (50 ng/mL LPS, 50 ng/mL IFNγ, 20 ng/mL IFNγ + 10 ng/mL LPS and 20 ng/mL IFNγ + 100 ng/mL LPS) and for M2-like (10 ng/mL IL-4, 20 ng/mL IL-4, 20 ng/mL IL-13 and 20ng/mL IL-4 + 20 ng/mL IL-13). We provide a detailed protocol for their characterization using several 'omics readouts, including their cytokine production and transcriptomes. We also perform depolarization experiments to determine durability of macrophage immunophenotype post-removal of polarizing stimuli for 0 to 72 hours. Finally, we demonstrate that nuclei can be isolated and profiled by snRNA-seq directly from macrophages in culture, alleviating the need to detach these adherent cells for downstream multi-ome analyses. Taken together, we provide a comprehensive, detailed and streamlined procedure for the differentiation and characterization of human macrophages from monocytes isolated from frozen PBMCs. This is important for enabling the study of macrophages in a more systematic way from biobanked material.

Indexed as

Cell Culture TechniquesMacrophagesMonocytesCell DifferentiationCells, CulturedCytokinesHumansLeukocytes, MononuclearMultiomicsProteomicsCytokinesCryopreserved PBMCCytokine profilingHuman monocyte-derived macrophagesMacrophage polarizationMulti-omic analysissnRNA-seq

Identifiers

PMID41466393
PMCPMC12752039

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.