A multi-omic atlas reveals distinct immune landscapes in preterm and term chronic placental inflammation
Data files
Sep 25, 2026 version files 9.82 GB
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IMC_ExtraplacentalMembrane_Raw.zip
193.05 MB
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IMC_Placenta_Raw.zip
211.50 MB
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IMC_Segmented_AllSamples.xlsx
54.48 MB
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README.md
10.84 KB
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scRNA-seq_ExtraplacentalMembrane.zip
269.13 MB
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scRNA-seq_Placenta.zip
4.72 GB
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spatial_ExtraplacentalMembranes.zip
4.37 GB
Abstract
Chronic placental inflammation (CPI) comprises a spectrum of chronic inflammatory lesions associated with preterm birth (PTB), yet its cellular and molecular determinants across gestation remain poorly defined. Here, we constructed an integrated multi-omic atlas of CPI by profiling placental and extraplacental tissues from preterm and term pregnancies using imaging mass cytometry, single-cell RNA sequencing, spatial transcriptomics, TCR repertoire mining, and DNA methylation analysis. CPI emerged as a gestational age-dependent immune continuum rather than a uniform inflammatory state. Preterm CPI exhibited unrestricted infiltration of cytotoxic CD8⁺ T cells, activated macrophages, and NK cells forming self-amplifying inflammatory circuits in the extraplacental membranes. In contrast, term CPI exhibited spatially confined immune niches enriched for homeostatic myeloid cells and regulatory T cells, preserving maternal–fetal tolerance despite persistent inflammation. Multi-omic integration revealed active contributions from the developing fetal immune system in preterm CPI, including macrophages, T cells, and mast cells of fetal origin that reshaped maternal–fetal immune communication. Cell–cell communication analyses uncovered pro-inflammatory signaling programs in preterm CPI and resolution-phase pathways in term CPI, while TCR repertoire profiling identified memory clonotypes with viral epitope similarity, consistent with antigen-agnostic activation. Genome-wide DNA methylation analysis revealed CPI-associated epigenetic remodeling linked to developmental and neurocognitive pathways in PTB. Together, this atlas defines the cellular, spatial, and transcriptional architecture of CPI and explains how chronic inflammation drives prematurity and offspring injury, or alternatively remains compatible with term delivery, providing a framework for translational biomarker discovery and therapeutic intervention development.
Dataset DOI: 10.5061/dryad.np5hqc084
Description of the data and file structure
Placental de-identified specimens were collected under WSU/NICHD/PRB protocols (WSU IRB#s: 110605MP2F, 61217MP2F, and 031318MP2F). The collection and processing of these specimens were funded by the former Perinatology Research Branch (PRB), Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services (NICHD/NIH/DHHS). This funding was provided with federal funds from the NICHD/NIH/DHHS under Contract No. HHSN275201300006C. Before sample collection, written informed consent was provided by all participants.
Files and variables
File: IMC_Segmented_AllSamples.xlsx
Description: Segmented cellular expression data of all samples analyzed by imaging mass cytometry (IMC). n = 4 patients who delivered preterm without chronic placental inflammation (CPI), 4 patients who delivered preterm with CPI, 6 patients who delivered at term without CPI, and 6 patients who delivered at term with CPI. IMC includes 1 extraplacental membrane ROI and 1 placenta ROI per patient.
Variables
- cellId: unique numerical identifier for each segmented cell
- area: area of segmented cells
- mask.0.s.perimeter: perimeter of segmented cells
- mask.0.s.radius.mean: mean radius value estimate of segmented cells
- mask.0.s.radius.sd: standard deviation of radius value estimate of segmented cells
- mask.0.s.radius.min: minimum radius value estimate of segmented cells
- mask.0.s.radius.max: maximum radius value estimate of segmented cells
- mask.0.m.cx: spatial x coordinate of segmented cells
- mask.0.m.cy: spatial y coordinate of segmented cells
- mask.0.m.majoraxis: major axis value of segmented cells
- mask.0.m.eccentricity: eccentricity of segmented cells
- mask.0.m.theta: orientation angle of segmented cells
- name: denotes the specific region of interest (ROI) where segmented cells are from
- mask.80ArArArAr80Di_ArAr80.b.mean: mean expression value for Ar80 channel
- mask.aSMA.alpha.smooth.muscle.actin.141PrPr141Di_Pr141.b.mean: mean expression value for aSMA channel
- mask.CD105.158GdGd158Di_Gd158.b.mean: mean expression value for CD105 channel
- mask.CD11b.Mac.1.164DyDy164Di_Dy164.b.mean: mean expression value for CD11b channel
- mask.CD137.4.1BB.172YbYb172Di_Yb172.b.mean: mean expression value for CD137 channel
- mask.CD14.144NdNd144Di_Nd144.b.mean: mean expression value for CD14 channel
- mask.CD15.SSEA.1.171YbYb171Di_Yb171.b.mean: mean expression value for CD15 channel
- mask.CD16.146NdNd146Di_Nd146.b.mean: mean expression value for CD16 channel
- mask.CD163.147SmSm147Di_Sm147.b.mean: mean expression value for CD163 channel
- mask.CD194.CCR4.149SmSm149Di_Sm149.b.mean: mean expression value for CD194 channel
- mask.CD20.161DyDy161Di_Dy161.b.mean: mean expression value for CD20 channel
- mask.CD206.MRC1.167ErEr167Di_Er167.b.mean: mean expression value for CD206 channel
- mask.CD223.LAG.3.153EuEu153Di_Eu153.b.mean: mean expression value for CD223 channel
- mask.CD25.IL2Ra.175LuLu175Di_Lu175.b.mean: mean expression value for CD25 channel
- mask.CD274.PD.L1.150NdNd150Di_Nd150.b.mean: mean expression value for CD274 channel
- mask.CD279.PD.1.165HoHo165Di_Ho165.b.mean: mean expression value for CD279 channel
- mask.CD28.160GdGd160Di_Gd160.b.mean: mean expression value for CD28 channel
- mask.CD3.170ErEr170Di_Er170.b.mean: mean expression value for CD3 channel
- mask.CD31.PECAM.1.151EuEu151Di_Eu151.b.mean: mean expression value for CD31 channel
- mask.CD366.TIM.3.154SmSm154Di_Sm154.b.mean: mean expression value for CD366 channel
- mask.CD4.156GdGd156Di_Gd156.b.mean: mean expression value for CD4 channel
- mask.CD45.159TbTb159Di_Tb159.b.mean: mean expression value for CD45 channel
- mask.CD45RA.166ErEr166Di_Er166.b.mean: mean expression value for CD45RA channel
- mask.CD45RO.173YbYb173Di_Yb173.b.mean: mean expression value for CD45RO channel
- mask.CD56.NCAM.163DyDy163Di_Dy163.b.mean: mean expression value for CD56 channel
- mask.CD66b.152SmSm152Di_Sm152.b.mean: mean expression value for CD66b channel
- mask.CD68.148NdNd148Di_Nd148.b.mean: mean expression value for CD68 channel
- mask.CD69.169TmTm169Di_Tm169.b.mean: mean expression value for CD69 channel
- mask.CD8a.162DyDy162Di_Dy162.b.mean: mean expression value for CD8a channel
- mask.FOXP3.155GdGd155Di_Gd155.b.mean: mean expression value for FOXP3 channel
- mask.Granzyme.B.142NdNd142Di_Nd142.b.mean: mean expression value for Granzyme B channel
- mask.HLA.DR.174YbYb174Di_Yb174.b.mean: mean expression value for HLA-DR channel
- mask.Ki.67.168ErEr168Di_Er168.b.mean: mean expression value for Ki67 channel
- mask.NA1.191IrIr191Di_Ir191.b.mean: mean expression value for NA1 channel
- mask.NA2.193IrIr193Di_Ir193.b.mean: mean expression value for NA2 channel
- mask.PanCK.176YbYb176Di_Yb176.b.mean: mean expression value for PanCK channel
- mask.T.bet.TBX21.145NdNd145Di_Nd145.b.mean: mean expression value for Tbet channel
- mask.Vimentin.143NdNd143Di_Nd143.b.mean: mean expression value for Vimentin channel
- ID: unique string identifier for each patient from which tissue samples derived
- Tissue: tissue from which segmented cells derived, either fetal (extraplacental) membrane or placenta
- X.Delivery: delivery status of patient, either preterm or term delivery
- type: CPI status of patient, either control = no CPI or case = CPI
File: IMC_ExtraplacentalMembrane_Raw.zip
Description: Folder with sub-folders containing the raw image files for each sample analyzed by imaging mass cytometry. Each sub-folder contains "_metaltag.tiff" files for each acquired channel, and a _mask.tiff" for the cell mask. n = 4 patients who delivered preterm without CPI, 4 patients who delivered preterm with CPI, 6 patients who delivered at term without CPI, and 6 patients who delivered at term with CPI. IMC includes 1 extraplacental membrane ROI and 1 placenta ROI per patient.
File: IMC_Placenta_Raw.zip
Description: Folder with sub-folders containing the raw image files for each sample analyzed by imaging mass cytometry. Each sub-folder contains "_metaltag.tiff" files for each acquired channel, and a _mask.tiff" for the cell mask. n = 4 patients who delivered preterm without CPI, 4 patients who delivered preterm with CPI, 6 patients who delivered at term without CPI, and 6 patients who delivered at term with CPI. IMC includes 1 extraplacental membrane ROI and 1 placenta ROI per patient.
File: scRNA-seq_ExtraplacentalMembrane.zip
Description: Seurat objects for all extraplacental membrane samples analyzed by single-cell RNA sequencing. “scRNA_extraplacentalmembranes_allcells.rds” contains all annotated cell clusters, while “scRNA_extraplacentalmembranes_immunecellsonly.rds” contains subclustered immune cells only. n = 4 patients who delivered preterm without CPI, 2 patients who delivered preterm with CPI.
Variables
- nCount_RNA: count value of RNA molecules in each cell
- nFeature_RNA: count value of number of genes in each cell
- Library: unique character identifier for pooled library
- NUM.READS: number of reads per cell
- NUM.SNPS: number of SNPs detected per cell
- EXP: synonymous with Library
- Origin: denotes origin of sample, M = maternal and F = fetal
- Condition: delivery status of patient, sPTL = preterm labor
- Group: CPI status of patient, Control_Preterm = preterm labor with no CPI and CPI_Preterm = preterm labor with CPI
- Location: all CAM (extraplacental membranes)
- NEW_BARCODE: unique sequence of oligonucleotides that identifies each cell
- percent.mt: percentage of mitochondrial DNA per cell
- RNA_snn_res.0.5: number of identified cell clusters with resolution parameter set to 0.5
File: spatial_ExtraplacentalMembranes.zip
Description: Spatial seurat objects for all extraplacental membrane samples analyzed by Visium spatial transcriptomics, including the high-resolution tissue images. “spatial_extraplacentalmembranes_controlsamples.RData” contains all control samples, while “spatial_extraplacentalmembranes_CPIsamples.RData” contains all samples with chronic placental inflammation. n = 7 patients who delivered preterm without CPI, 8 patients who delivered preterm with CPI.
Variables
- orig.ident: numerical identifier that specifies unique spots
- nCount_Spatial: count value of captured RNA per spot
- nFeature_Spatial: count value of number of genes per spot
- percent_mito: percentage of mitochondrial genes per spot
- nCount_SCT: sum of all SCT-transformed gene expression values per spot
- nFeature_SCT: count of genes that have non-zero SCT-transformed values per spot
File: scRNA-seq_Placenta.zip
Description: Seurat objects for all placenta samples analyzed by single-cell RNA sequencing. “scRNA_placenta_allcells.rds” contains all annotated cell clusters, while “scRNA_placenta_immunecellsonly.rds” contains subclustered immune cells only. n = 20 patients who delivered preterm without CPI, 15 patients who delivered preterm with CPI, 11 patients who delivered at term without CPI, and 9 patients who delivered at term with CPI.
Variables
- nCount_RNA: count value of RNA molecules in each cell
- nFeature_RNA: count value of number of genes in each cell
- Library: unique character identifier for pooled library
- NUM.READS: number of reads per cell
- NUM.SNPS: number of SNPs detected per cell
- EXP: synonymous with Library
- Origin2: denotes origin of sample, M = maternal and F = fetal
- NEW_BARCODE: unique sequence of oligonucleotides that identifies each cell
- percent.mt: percentage of mitochondrial DNA per cell
- RNA_snn_res.0.5: number of identified cell clusters with resolution parameter set to 0.5
- CCA_Group: identifies group that each patient belongs to, Control_Preterm = preterm labor without CPI, CCA_Preterm = preterm labor with CPI, Control_Term = term labor without CPI, and CCA_Term = term labor with CPI
- CCA_Case: identifies CCA status of patient, Control = no CPI and CCA = CPI
- CCA_Term: identifies delivery status of patient, either preterm or term
Code/software
R, RStudio
Access information
Other publicly accessible locations of the data:
- dpGaP ID: phs001886.v6
Human subjects data
All human subjects provided written informed consent, and only deidentified data were presented in this study.
