1
|
Min Q, Lv Q, Jiang L, Chen Q, Peng J, Zhou H, Zhou J, Dai Q, Zhou J, Huang Q. The Effect of Cryopreservation on T-Cell Subsets by Flow Cytometry Automated Algorithmic Analysis and Conventional Analysis. J Clin Lab Anal 2025:e25146. [PMID: 39749863 DOI: 10.1002/jcla.25146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 11/14/2024] [Accepted: 12/22/2024] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND Low-temperature cryopreservation is a common method for scientific research and clinical sample preservation when utilizing flow cytometry. In flow cytometry data analysis, traditional manual "gating" is susceptible to past experience and faces the challenge of manual subjective bias, time-consuming, and multidimensional data analysis. With the development of algorithms, the advantages of dimensionality reduction and clustering in result analysis are gradually becoming more prominent. METHODS Flow cytometry was used to detect the effects of cryopreservation and freeze-thaw cycle on T-cell subsets, and to analyze the data using automated algorithmic analysis and conventional manual "gating" methods. RESULTS The results showed that the number and viability of cells decreased slightly after one freeze-thaw within 2 weeks of cryopreservation, and there was no significant change in the subpopulation proportions and spatial locations by both analysis methods. The changes were significant with the increase of cryopreservation time and freeze-thaw cycle, which may be due to changes in the molecular conformation of the maker as a result of cryopreservation. CONCLUSION The results indicate that both analysis methods have reached similar conclusions, but the repeatability and objectivity of automated algorithmic analysis have compensated for the uncertainty brought about by the subjective discretization of traditional manual "gating." In addition, the automated algorithmic analysis more intuitively highlights the spatial positional variations in the relationships between cell populations.
Collapse
Affiliation(s)
- Qian Min
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Qiao Lv
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Lu Jiang
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Qian Chen
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Jin Peng
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Hongli Zhou
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Ju Zhou
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Qian Dai
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Jianyun Zhou
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Qing Huang
- Clinical Medical Research Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| |
Collapse
|
2
|
Heubeck AT, Phalen C, Kaul N, Wittig PJ, Garber J, Weiss M, Genge PC, Thomson Z, Gustafson C, Reading J, Skene PJ. CryoSCAPE: Scalable immune profiling using cryopreserved whole blood for multi-omic single cell and functional assays. J Transl Med 2025; 23:5. [PMID: 39754129 PMCID: PMC11697465 DOI: 10.1186/s12967-024-06010-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 12/19/2024] [Indexed: 01/07/2025] Open
Abstract
BACKGROUND The field of single cell technologies has rapidly advanced our comprehension of the human immune system, offering unprecedented insights into cellular heterogeneity and immune function. While cryopreserved peripheral blood mononuclear cell (PBMC) samples enable deep characterization of immune cells, challenges in clinical isolation and preservation limit their application in underserved communities with limited access to research facilities. We present CryoSCAPE (Cryopreservation for Scalable Cellular And Proteomic Exploration), a scalable method for immune studies of human PBMC with multi-omic single cell assays using direct cryopreservation of whole blood. RESULTS Comparative analyses of matched human PBMC from cryopreserved whole blood and density gradient isolation demonstrate the efficacy of this methodology in capturing cell proportions and molecular features. The method was then optimized and verified for high sample throughput using fixed single cell RNA sequencing and liquid handling automation with a single batch of 60 cryopreserved whole blood samples. Additionally, cryopreserved whole blood was demonstrated to be compatible with functional assays, enabling this sample preservation method for clinical research. CONCLUSIONS The CryoSCAPE method, optimized for scalability and cost-effectiveness, allows for high-throughput single cell RNA sequencing and functional assays while minimizing sample handling challenges. Utilization of this method in the clinic has the potential to democratize access to single-cell assays and enhance our understanding of immune function across diverse populations.
Collapse
Affiliation(s)
| | - Cole Phalen
- Allen Institute for Immunology, Seattle, WA, USA
| | - Neel Kaul
- Allen Institute for Immunology, Seattle, WA, USA
| | | | | | - Morgan Weiss
- Western University of Health Sciences, College of Osteopathic Medicine of the Pacific Northwest, Lebanon, OR, USA
| | | | | | | | | | | |
Collapse
|
3
|
El Mahdaoui S, von Essen MR, Hansen MM, Romme Christensen J, Sellebjerg F, Søndergaard HB. Profiling of B cells and their subsets by whole blood gene expression analysis versus flow cytometry in multiple sclerosis. Mult Scler Relat Disord 2024; 91:105898. [PMID: 39317145 DOI: 10.1016/j.msard.2024.105898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 08/26/2024] [Accepted: 09/16/2024] [Indexed: 09/26/2024]
Abstract
We investigated if differentially expressed mRNA targets could be used as surrogate markers for circulating B cells and subsets. In paired blood samples from patients with untreated, anti-CD20-treated, fingolimod-treated, and natalizumab-treated multiple sclerosis, whole blood expression of CD19 correlated with B cell counts determined by flow cytometry, ROR1 with transitional B cells, TCL1A and ZNF727 with naïve B cells, NEXMIF with memory B cells and BCMA with plasmablasts. CD19 expression distinguished patients with B cell repletion and may be used as an alternative to flow cytometry, but NEXMIF was unsuitable for memory B cell monitoring in rituximab-treated patients.
Collapse
Affiliation(s)
- Sahla El Mahdaoui
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark.
| | - Marina Rode von Essen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Marie Mathilde Hansen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Helle Bach Søndergaard
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| |
Collapse
|
4
|
Devitt KA, Kern W, Kajstura MA, Holl EK, Hays AL, Hedley BD, Gonneau C, Jellison ER, McCloskey TW, Mishra S, Rebeles J, Ouseph MM. Implementation of flow cytometry testing on rare matrix samples: Special considerations and best practices when the sample is unique or difficult to obtain. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2024. [PMID: 39032144 DOI: 10.1002/cyto.b.22198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 06/04/2024] [Accepted: 07/10/2024] [Indexed: 07/22/2024]
Abstract
The publication of Clinical and Laboratory Standards Institute's guideline H62 has provided the flow cytometry community with much-needed guidance on development and validation of flow cytometric assays (CLSI, 2021). It has also paved the way for additional exploration of certain topics requiring additional guidance. Flow cytometric analysis of rare matrices, or unique and/or less frequently encountered specimen types, is one such topic and is the focus of this manuscript. This document is the result of a collaboration subject matter experts from a diverse range of backgrounds and seeks to provide best practice consensus guidance regarding these types of specimens. Herein, we define rare matrix samples in the setting of flow cytometric analysis, address validation implications and challenges with these samples, and describe important considerations of using these samples in both clinical and research settings.
Collapse
Affiliation(s)
- Katherine A Devitt
- Department of Pathology and Laboratory Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
- Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Wolfgang Kern
- Department of Flow Cytometry, MLL Munich Leukemia Laboratory, Munich, Germany
| | - Malgorzata A Kajstura
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Eda K Holl
- Danaher Corporation, Washington, DC, USA
| | - Amanda L Hays
- Scientific Office, BioAgilytix Labs, Durham, North Carolina, USA
| | - Benjamin D Hedley
- Pathology and Laboratory Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Christèle Gonneau
- Flow Cytometry Department, Labcorp Central Laboratories Services, Geneva, Switzerland
| | - Evan R Jellison
- Department of Immunology, UCONN School of Medicine, Farmington, Connecticut, USA
| | - Thomas W McCloskey
- Department of Research and Development, ICON Laboratory Services, Farmingdale, New York, USA
| | - Shruti Mishra
- Bone Marrow Transplantation and Stem Cell Research Centre, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Jennifer Rebeles
- Department of Diagnostics, bioAffinity Technologies, San Antonio, Texas, USA
| | - Madhu M Ouseph
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| |
Collapse
|
5
|
Song X, He Y, Huo Y, Jiang H, Yu Y, Sun Y, Liu Z, Zhang Z. Normalized circulating Tfh and Th17 associates with improvement in myasthenia gravis treated with ofatumumab. Front Immunol 2024; 15:1280029. [PMID: 38415260 PMCID: PMC10898244 DOI: 10.3389/fimmu.2024.1280029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 01/29/2024] [Indexed: 02/29/2024] Open
Abstract
Objective To assess the effect of B cell depletion therapy (BCDT) on circulating T follicular helper (cTfh) and circulating T helper 17 (cTh17) cells and its relation to clinical improvement in patients with myasthenia gravis (MG). Methods 28 anti-AchR positive MG patients treated with ofatumumab and 28 healthy controls (HCs) were included. Frequencies of cTfh and cTh17 cells were monitored by flow cytometry at baseline and 4, and 12 weeks after the initial dose ofatumumab. Serum cytokines associated with cTfh and cTh17, including IL-6, IL-21, and IL-17, were also analyzed. Results The frequency of cTfh and cTh17 significantly increased in MG patients compared with HCs. Additionally, elevated levels of both T-cell subsets correlated with MG severity. During the follow-up, cTfh and cTh17 return to normal after BCDT. Furthermore, the decrease in cTfh and cTh17 was associated with MG scores improvement over time. Notably, cTfh- and cTh17-related cytokines, including IL-6, IL-21, and IL-17, exhibited a marked decrease following ofatumumab therapy. Conclusions Abnormal expansion of cTfh and cTh17 cells may be key features in the immunopathology of MG. Their levels returned to normal after BCDT, which was closely correlated with clinical amelioration. This result suggests that these two T-cell subsets may be targets for BCDT treatment of MG.
Collapse
Affiliation(s)
- Xiaodong Song
- Department of Neurology, Peking University People’s Hospital, Beijing, China
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yang He
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Yang Huo
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Hong Jiang
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Yao Yu
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Yue Sun
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Zunjing Liu
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| | - Zhaoxu Zhang
- Department of Neurology, Peking University People’s Hospital, Beijing, China
| |
Collapse
|
6
|
Imbratta C, Gela A, Bilek N, Mabwe S, Cloete Y, Mortensen R, Borges ÁH, Maenetje P, Mlotshwa M, Churchyard G, Sudi L, Sabi I, Meewes P, Wallis CL, Hatherill M, Scriba TJ, Nemes E. Qualification of the differential leukocyte count and immunophenotyping in cryopreserved ex vivo whole blood assay. Cytometry A 2023; 103:992-1003. [PMID: 37675607 DOI: 10.1002/cyto.a.24793] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 08/25/2023] [Accepted: 09/04/2023] [Indexed: 09/08/2023]
Abstract
We developed a flow cytometry-based assay, termed Differential Leukocyte Counting and Immunophenotyping in Cryopreserved Ex vivo whole blood (DLC-ICE), that allows quantification of absolute counts and frequencies of leukocyte subsets and measures expression of activation, phenotypic and functional markers. We evaluated the performance of the DLC-ICE assay by determining inter-operator variability for processing fresh whole blood (WB) from healthy donors collected at multiple clinical sites. In addition, we assessed inter-operator variability for staining of fixed cells and robustness across different anticoagulants. Accuracy was evaluated by comparing DLC-ICE measurements to real-time cell enumeration using an accredited hematology analyzer. Finally, we developed and tested the performance of a 27-colour immunophenotyping panel on cryopreserved fixed WB and compared results to matched fresh WB. Overall, we observed <20% variability in absolute counts and frequencies of granulocytes, monocytes and lymphocytes (T, B and NK cells) when fresh WB was collected in different anti-coagulant tubes, processed or stained by independent operators. Absolute cell counts measured across operators and anti-coagulants using the DLC-ICE method exhibited excellent correlation with the reference method, complete blood count (CBC) with differential, measured using a hematology analyzer (r2 > 0.9 for majority of measurements). A comparison of leukocyte immunophenotyping on fresh WB versus DLC-ICE processed blood yielded equivalent and linear results over a wide dynamic range (r2 = 0.94 over 10-104 cells/μL). These results demonstrate low variability across trained operators, high robustness, linearity and accuracy, supporting utility of the DLC-ICE assay for large cohort studies involving multiple clinical research sites.
Collapse
Affiliation(s)
- Claire Imbratta
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Anele Gela
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Nicole Bilek
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Simbarashe Mabwe
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Yolundi Cloete
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Rasmus Mortensen
- Department of Infectious Diseases Immunology, Statens Serum Institut, Copenhagen, Denmark
| | - Álvaro H Borges
- Department of Infectious Diseases Immunology, Statens Serum Institut, Copenhagen, Denmark
| | - Pholo Maenetje
- Aurum Institute, Parktown, South Africa
- Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Mandla Mlotshwa
- Aurum Institute, Parktown, South Africa
- Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Gavin Churchyard
- Aurum Institute, Parktown, South Africa
- Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Lwitiho Sudi
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
| | - Issa Sabi
- Mbeya Medical Research Centre, National Institute for Medical Research (NIMR), Mbeya, Tanzania
| | | | - Carole L Wallis
- BARC, South Africa
- Lancet Laboratories, Johannesburg, South Africa
| | - Mark Hatherill
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Thomas J Scriba
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Elisa Nemes
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| |
Collapse
|
7
|
Quantifying the Detrimental Effects of Multiple Freeze/Thaw Cycles on Primary Human Lymphocyte Survival and Function. Int J Mol Sci 2022; 24:ijms24010634. [PMID: 36614075 PMCID: PMC9820337 DOI: 10.3390/ijms24010634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/16/2022] [Accepted: 12/27/2022] [Indexed: 12/31/2022] Open
Abstract
The use of cryopreserved peripheral blood mononuclear cells is common in biological research. It is widely accepted that primary cells are rendered unusable by several freezing cycles, although this practice might be very helpful when the biological material is valuable and its re-collection is impractical. To determine the extent to which primary cells undergoing repeated freezing cycles are comparable to one another and to fresh samples, we evaluated overall lymphocyte viability, their proliferation and cytokine production capabilities, as well as the levels of 27 cell subtypes in ten human peripheral blood mononuclear cells frozen for five years and repeatedly thawed. As expected, we observed a progressive increase in cell death percentages on three rounds of thawing, but the frequency of the main lymphocyte subsets was stable across the three thawings. Nevertheless, we observed a significant reduction of B cell frequency in frozen samples compared to fresh ones. On repeated thawings and subsequent conventional stimulation, lymphocyte proliferation significantly decreased, and IL-10, IL-6, GM-CSF, IFN-gamma, and IL-8 showed a trend to lower values.
Collapse
|