Evidence map›Paper›PMID 42400681›Full record

ArticleJournal of mammary gland biology and neoplasia2026

Preserving RNA quality when freezing of human milk samples must occur before extraction: Validation of methods utilized in a multi-center cohort study.

Haijing Sun, Margaret Rabotnick, Sofia Nicastro, Daniel Robinson, Jami Josefson, Karyna Caal, Aika Noguchi, Lindsay Ellsworth, Dave Bridges, Brigid Gregg

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in Journal of mammary gland biology and neoplasia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

10 authors.

Haijing Sun *Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Margaret Rabotnick *Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Sofia NicastroDepartment of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Daniel RobinsonLurie Children's Hospital, Northwestern University, Chicago, IL, USA.
Jami JosefsonLurie Children's Hospital, Northwestern University, Chicago, IL, USA.
Karyna CaalDepartment of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Aika NoguchiDepartment of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Lindsay EllsworthDepartment of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Dave BridgesDepartment of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Brigid GreggDepartment of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA. greggb@med.umich.edu.ORCID https://orcid.org/0000-0002-1192-2997

Funding

Pilot and Feasibility (P and F) ProgramP30DK089503 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Karen Eileen Peterson · 2010 to 2026
$20.3M
ENVIRONMENTAL TOXICOLOGY PRE/POST DOCTORAL RES.TRAININGT32ES007062 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Justin Adam Colacino · 1985 to 2026
$10.5M
The GROWTH Study, Glycemia Range and Offspring Weight and adiposity in response To Human milkR01HD109260 · NICHD · LURIE CHILDREN'S HOSPITAL OF CHICAGO · PI Brigid Ellen Gregg, Jami L Josefson · 2023 to 2026
$7.6M
Postdoc Stipend Supplement: Developmental Origins of Metabolic Disorders T32T32DK071212 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAVID P OLSON, Kanakadurga Singer · 2005 to 2026
$5.4M
NICHD NIH HHS R01 HD109260NIDDK NIH HHS DK089503NIDDK NIH HHS P30 DK089503NIDDK NIH HHS T32 DK071212NIDDK NIH HHS T32DK071212NIEHS NIH HHS T32 ES007062NIH R01HD109260NIH HHS DK089503NIH HHS R01HD109260NIH HHS T32DK071212
6 · The paper itself

Abstract

backgroundRecent multicenter studies aim to define the effects of mothers' blood glucose levels during pregnancy on mammary gland function and breast milk composition. Gene expression measured in cells in milk can serve as a liquid biopsy to evaluate the molecular biology of the mammary gland. Critical to this aim is reproducible and high-quality extraction of RNA from milk and harmonized collection protocols from across centers. To address this, we performed a study to optimize milk RNA quality metrics where samples are collected at multiple centers and shipped to a central laboratory for processing and analysis.

methodsLactating mothers provided breast milk following informed consent. The treatments of the samples were as follows: (1) 200 µL of fresh, never frozen milk used as control (FRESH); (2) 1.7 or 5 mL of milk frozen and thawed on ice before adding TRIzol (FRZ); (3) 200 µL of milk frozen and thawed after adding TRIzol (FRZ 200); and (4) 200 µL of milk with 20 µL of RNA preservative added, frozen and thawed after adding TRIzol (FRZ + INH). In all scenarios, RNA was extracted using TRIzol followed by purification with a Qiagen RNeasy Mini kit. For the FRZ 200 and FRZ 200 + INH samples, TRIzol was directly added at the start of thawing, before extraction. Outcomes included RNA concentration, RNA purity (260/280 ratio), RNA fragmentation (DV 200), RNA integrity number (RIN), quantification via Qubit fluorescence-based assays, and visualization of RNA size on an Agilent TapeStation. A RIN cut-off value ≥ 7 indicated acceptable quality for transcriptomics studies. RNA quality metrics were modeled as continuous outcomes using linear mixed-effects regression models.

resultsFor FRESH milk (n = 15) the estimated marginal mean (EMM) RIN was 7.48 (SE 0.29). For FRZ 200, (n = 22), the EMM RIN was 6.94 (SE 0.26). Samples of FRZ 200 + INH (n = 21) had an EMM RIN of 7.81 (SE 0.26). However, FRZ (n = 19) samples demonstrated markedly reduced RNA integrity with an EMM RIN of 1.92 (SE 0.26). RIN was not significantly different in FRESH versus FRZ 200 or FRZ 200 + INH milk. FRZ 200 + INH samples showed a statistically significant improvement in RIN compared to FRZ 200 (p = 0.0038). RNA quantities were sufficient for sequencing across all treatments.

conclusionsThe addition of TRIzol directly to a 200 µL aliquot of milk at the start of thawing provided the highest integrity of extracted milk RNA, as measured by RIN. Adding RNase inhibitor at the time of sample collection, prior to freezing, also enhanced RNA integrity. We have developed a method to optimize the integrity of RNA from frozen human milk samples. This is a crucial methods improvement for multi-center studies where freezing of milk samples is often required prior to RNA extraction and analysis. These results can inform reproducible research protocols for evaluating the use of breastmilk as a liquid biopsy for mammary gland function.

Indexed as

CryopreservationMilk, HumanRNASpecimen HandlingCohort StudiesFemaleFreezingHumansRNAClinical researchHuman milkRNARNA qualityTranscriptome

Identifiers

PMID42400681
PMCPMC13493430

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.