Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Single-cell RNA sequencing reveals gene expression differences between individual cells and also identifies different cell populations that are present in the bulk starting material. To obtain an accurate assessment of patient samples, single-cell suspensions need to be generated as soon as possible once the tissue or sample has been collected. However, this requirement poses logistical challenges for experimental designs involving multiple samples from the same subject since these samples would ideally be processed at the same time to minimize technical variation in data analysis. Although cryopreservation has been shown to largely preserve the transcriptome, it is unclear whether the freeze-thaw process might alter gene expression profiles in a cell-type specific manner or whether changes in cell-type proportions might also occur. To address these questions in the context of multiple myeloma clinical studies, we performed single-cell RNA sequencing (scRNA-seq) to compare fresh and frozen cells isolated from bone marrow aspirates of six multiple myeloma patients, analyzing both myeloma cells (CD138) and cells constituting the microenvironment (CD138-). We found that cryopreservation using 90% fetal calf serum and 10% dimethyl sulfoxide resulted in highly consistent gene expression profiles when comparing fresh and frozen samples from the same patient for both CD138 myeloma cells ( ≥ 0.96) and for CD138 cells ( ≥ 0.9). We also demonstrate that CD138 cell-type proportions showed minimal alterations, which were mainly related to small differences in immune cell subtype sensitivity to the freeze-thaw procedures. Therefore, when processing fresh multiple myeloma samples is not feasible, cryopreservation is a useful option in single-cell profiling studies.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099152PMC
http://dx.doi.org/10.3389/fgene.2021.663487DOI Listing

Publication Analysis

Top Keywords

gene expression
16
multiple myeloma
16
expression profiles
12
bone marrow
8
marrow aspirates
8
aspirates multiple
8
myeloma patients
8
single-cell rna
8
rna sequencing
8
cell-type proportions
8

Similar Publications

Integration of multi-omics resources reveals genetic features associated with environmental adaptation in the Wuzhishan pig genome.

J Therm Biol

September 2025

Hainan Key Laboratory of Tropical Animal Reproduction & Breeding and Epidemic Disease Research, School of Tropical Agriculture and Forestry, Hainan University, Haikou, 570228, China. Electronic address:

In light of the challenges posed by global climate change, the environmental adaptability of organisms is becoming increasingly important. The Wuzhishan (WZS) pig, tolerant to high heat and humidity, is an ideal model for genomic study. By characterizing its genome and assessing its genetic diversity and runs of homozygosity (ROH), we can gain insights into its current conservation status and genomic architecture.

View Article and Find Full Text PDF

Acute myeloid leukemia (AML) with rearrangement of the mixed lineage leukemia gene express MLL-AF9 fusion protein, a transcription factor that impairs differentiation and drives expansion of leukemic cells. We report here that the zinc finger protein GFI1 together with the histone methyltransferase LSD1 occupies the promoter and regulates expression of the lncRNA ELDR in the MLL-r AML cell line THP-1. Forced ELDR overexpression enhanced the growth inhibition of an LSD1i/ATRA combination treatment and reduced the capacity of these cells to generate leukemia in xenografts, leading to a longer leukemia-free survival.

View Article and Find Full Text PDF

SREBP-mediated Signaling Restores Stem Cell Niche Properties in Human Lung Fibroblasts.

Am J Respir Cell Mol Biol

September 2025

INSERM U955 , Département de Physiologie, Hôpital Henri Mondor, AP-HP, DHU A-TVB France, Creteil, France;

Emphysema is characterized by chronic alveolar destruction. Lipofibroblasts (LIF) are crucial in the stem cell niche surrounding alveolar type II (AT2) cells and may contribute to alveolar regeneration. We aim to determine whether emphysema is associated with LIF reduction and whether Sterol regulatory binding protein (SREBP) activation promotes LIF differentiation and fibroblast stem cell niche properties.

View Article and Find Full Text PDF

Protective Role of Apelin in a Mouse Model of Post-Intensive Care Syndrome.

Am J Respir Cell Mol Biol

September 2025

University of Toronto, Interdepartmental Division of Critical Care Medicine, Toronto, Ontario, Canada.

Post-Intensive Care Syndrome (PICS) is a serious condition involving physical weakness, depression, and cognitive impairment that develop during or after an intensive care unit (ICU) stay, often resulting in long-term declines in quality of life. Patients with acute respiratory distress syndrome (ARDS) and severe COVID-19 are at particularly high risk, yet the molecular mechanisms underlying PICS remain poorly understood. Here, we identify impaired Apelin-APJ signaling as a potential contributor to PICS pathogenesis via disruption of inter-organ homeostasis.

View Article and Find Full Text PDF

Single-cell transcriptome combined with genetic tracing reveals a roadmap of fibrosis formation during proliferative vitreoretinopathy.

Proc Natl Acad Sci U S A

September 2025

Department of Ophthalmology, Tianjin Medical University General Hospital, International Joint Laboratory of Ocular Diseases (Ministry of Education), State Key Laboratory of Experimental Hematology, Tianjin Key Laboratory of Ocular Trauma, Laboratory of Molecular Ophthalmology, Tianjin Medical Univer

Ocular fibrosis, a severe consequence of excessive retinal wound healing, can lead to vision loss following retinal injury. Proliferative vitreoretinopathy (PVR), a common form of ocular fibrosis, is a major cause of blindness, characterized by the formation of extensive fibrous proliferative membranes. Understanding the cellular origins of PVR-associated fibroblasts (PAFs) is essential to decipher the mechanisms of ocular wound healing.

View Article and Find Full Text PDF