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18,564 Results Found

  • Review
  • Open Access
404 Citations
42,743 Views
23 Pages

Technologies for Single-Cell Isolation

  • Andre Gross,
  • Jonas Schoendube,
  • Stefan Zimmermann,
  • Maximilian Steeb,
  • Roland Zengerle and
  • Peter Koltay

24 July 2015

The handling of single cells is of great importance in applications such as cell line development or single-cell analysis, e.g., for cancer research or for emerging diagnostic methods. This review provides an overview of technologies that are current...

  • Review
  • Open Access
23 Citations
6,527 Views
17 Pages

Advances in Single-Cell Printing

  • Xiaohu Zhou,
  • Han Wu,
  • Haotian Wen and
  • Bo Zheng

3 January 2022

Single-cell analysis is becoming an indispensable tool in modern biological and medical research. Single-cell isolation is the key step for single-cell analysis. Single-cell printing shows several distinct advantages among the single-cell isolation t...

  • Review
  • Open Access
27 Citations
12,556 Views
15 Pages

23 July 2015

This review describes the microfluidic techniques developed for the analysis of a single cell. The characteristics of microfluidic (e.g., little sample amount required, high-throughput performance) make this tool suitable to answer and to solve bio...

  • Review
  • Open Access
89 Citations
18,536 Views
13 Pages

Development of Droplet Microfluidics Enabling High-Throughput Single-Cell Analysis

  • Na Wen,
  • Zhan Zhao,
  • Beiyuan Fan,
  • Deyong Chen,
  • Dong Men,
  • Junbo Wang and
  • Jian Chen

This article reviews recent developments in droplet microfluidics enabling high-throughput single-cell analysis. Five key aspects in this field are included in this review: (1) prototype demonstration of single-cell encapsulation in microfluidic drop...

  • Review
  • Open Access
172 Citations
22,054 Views
31 Pages

1 February 2019

In a forest of a hundred thousand trees, no two leaves are alike. Similarly, no two cells in a genetically identical group are the same. This heterogeneity at the single-cell level has been recognized to be vital for the correct interpretation of dia...

  • Review
  • Open Access
20 Citations
8,692 Views
17 Pages

Clinical Perspectives of Single-Cell RNA Sequencing

  • Nayoung Kim,
  • Hye Hyeon Eum and
  • Hae-Ock Lee

6 August 2021

The ability of single-cell genomics to resolve cellular heterogeneity is highly appreciated in cancer and is being exploited for precision medicine. In the recent decade, we have witnessed the incorporation of cancer genomics into the clinical decisi...

  • Review
  • Open Access
964 Views
15 Pages

Single-Cell Endoscopy for Multifunctional Live-Cell Molecular Analysis

  • Haoze Xue,
  • Li Wang,
  • Han Yao,
  • Shuwei Shen,
  • Xu Zhao,
  • Chenxi Yuan,
  • Luting Yu,
  • Guoguang Chen and
  • Jia Liu

11 April 2025

Molecular analyses of individual cells with high resolution, specificity, and sensitivity can not only reveal cellular heterogeneity but also provide a better understanding of diseases and accelerate drug discoveries. Single-cell endoscopy is an adva...

  • Review
  • Open Access
18 Citations
7,552 Views
14 Pages

Digital PCR for Single-Cell Analysis

  • Weibo Fang,
  • Xudong Liu,
  • Mariam Maiga,
  • Wenjian Cao,
  • Ying Mu,
  • Qiang Yan and
  • Qiangyuan Zhu

24 January 2024

Single-cell analysis provides an overwhelming strategy for revealing cellular heterogeneity and new perspectives for understanding the biological function and disease mechanism. Moreover, it promotes the basic and clinical research in many fields at...

  • Review
  • Open Access
3 Citations
4,994 Views
15 Pages

16 February 2023

The brain network consists of ten billion neurons and is the most complex structure in the universe. Understanding the structure of complex brain networks and neuronal functions is one of the main goals of modern neuroscience. Since the seminal inven...

  • Review
  • Open Access
16 Citations
5,825 Views
9 Pages

The Trifecta of Single-Cell, Systems-Biology, and Machine-Learning Approaches

  • Taylor M. Weiskittel,
  • Cristina Correia,
  • Grace T. Yu,
  • Choong Yong Ung,
  • Scott H. Kaufmann,
  • Daniel D. Billadeau and
  • Hu Li

20 July 2021

Together, single-cell technologies and systems biology have been used to investigate previously unanswerable questions in biomedicine with unparalleled detail. Despite these advances, gaps in analytical capacity remain. Machine learning, which has re...

  • Review
  • Open Access
35 Citations
10,332 Views
20 Pages

Advances of Single-Cell Protein Analysis

  • Lixing Liu,
  • Deyong Chen,
  • Junbo Wang and
  • Jian Chen

20 May 2020

Proteins play a significant role in the key activities of cells. Single-cell protein analysis provides crucial insights in studying cellular heterogeneities. However, the low abundance and enormous complexity of the proteome posit challenges in analy...

  • Review
  • Open Access
7 Citations
3,443 Views
16 Pages

Advancements in single-cell sequencing have transformed the genomics field by allowing researchers to delve into the intricate cellular heterogeneity within tissues at greater resolution. While single-cell omics are more widely applied in model organ...

  • Article
  • Open Access
28 Citations
9,484 Views
18 Pages

Single-Cell Expression Variability Implies Cell Function

  • Daniel Osorio,
  • Xue Yu,
  • Yan Zhong,
  • Guanxun Li,
  • Erchin Serpedin,
  • Jianhua Z. Huang and
  • James J. Cai

19 December 2019

As single-cell RNA sequencing (scRNA-seq) data becomes widely available, cell-to-cell variability in gene expression, or single-cell expression variability (scEV), has been increasingly appreciated. However, it remains unclear whether this variabilit...

  • Review
  • Open Access
3 Citations
6,037 Views
26 Pages

30 September 2024

By directly measuring multiple molecular features in hundreds to millions of single cells, single-cell techniques allow for comprehensive characterization of the diversity of cells in the heart. These single-cell transcriptome and multi-omic studies...

  • Communication
  • Open Access
3 Citations
5,343 Views
11 Pages

Single-Cell Techniques in Environmental Microbiology

  • Yongping Shan,
  • Yuting Guo,
  • Wentao Jiao and
  • Ping Zeng

5 April 2023

Environmental microbiology has been an essential part of environmental research because it provides effective solutions to most pollutants. Hence, there is an interest in investigating microorganism behavior, such as observation, identification, isol...

  • Review
  • Open Access
6 Citations
3,865 Views
17 Pages

Cell analysis at the single-cell level is of great importance to investigate the inherent heterogeneity of cell populations and to understand the morphology, composition, and function of individual cells. With the continuous innovation of analytical...

  • Review
  • Open Access
6 Citations
5,634 Views
38 Pages

Single-Cell RNA Sequencing in Organ and Cell Transplantation

  • Roozbeh Abedini-Nassab,
  • Fatemeh Taheri,
  • Ali Emamgholizadeh and
  • Hossein Naderi-Manesh

11 April 2024

Single-cell RNA sequencing is a high-throughput novel method that provides transcriptional profiling of individual cells within biological samples. This method typically uses microfluidics systems to uncover the complex intercellular communication ne...

  • Review
  • Open Access
65 Citations
11,408 Views
47 Pages

Current Trends of Microfluidic Single-Cell Technologies

  • Pallavi Shinde,
  • Loganathan Mohan,
  • Amogh Kumar,
  • Koyel Dey,
  • Anjali Maddi,
  • Alexander N. Patananan,
  • Fan-Gang Tseng,
  • Hwan-You Chang,
  • Moeto Nagai and
  • Tuhin Subhra Santra

12 October 2018

The investigation of human disease mechanisms is difficult due to the heterogeneity in gene expression and the physiological state of cells in a given population. In comparison to bulk cell measurements, single-cell measurement technologies can provi...

  • Article
  • Open Access
1 Citations
3,570 Views
21 Pages

22 October 2021

Single-cell sequencing provides novel means to interpret the transcriptomic profiles of individual cells. To obtain in-depth analysis of single-cell sequencing, it requires effective computational methods to accurately predict single-cell clusters be...

  • Review
  • Open Access
50 Citations
11,996 Views
20 Pages

Glioma Stem Cells: Novel Data Obtained by Single-Cell Sequencing

  • Alisa Gisina,
  • Irina Kholodenko,
  • Yan Kim,
  • Maxim Abakumov,
  • Alexey Lupatov and
  • Konstantin Yarygin

17 November 2022

Glioma is the most common type of primary CNS tumor, composed of cells that resemble normal glial cells. Recent genetic studies have provided insight into the inter-tumoral heterogeneity of gliomas, resulting in the updated 2021 WHO classification of...

  • Article
  • Open Access
7 Citations
4,233 Views
11 Pages

Genomic Analysis of Hematopoietic Stem Cell at the Single-Cell Level: Optimization of Cell Fixation and Whole Genome Amplification (WGA) Protocol

  • Chiara Carretta,
  • Selene Mallia,
  • Elena Genovese,
  • Sandra Parenti,
  • Sebastiano Rontauroli,
  • Elisa Bianchi,
  • Sebastian Fantini,
  • Stefano Sartini,
  • Lara Tavernari and
  • Rossella Manfredini
  • + 1 author

6 October 2020

Single-cell genomics has become the method of choice for the study of heterogeneous cell populations and represents an elective application in defining the architecture and clonal evolution in hematological neoplasms. Reconstructing the clonal evolut...

  • Review
  • Open Access
58 Citations
8,206 Views
17 Pages

Plant Single-Cell Metabolomics—Challenges and Perspectives

  • Leonardo Perez de Souza,
  • Monica Borghi and
  • Alisdair Fernie

26 November 2020

Omics approaches for investigating biological systems were introduced in the mid-1990s and quickly consolidated to become a fundamental pillar of modern biology. The idea of measuring the whole complement of genes, transcripts, proteins, and metaboli...

  • Review
  • Open Access
37 Citations
14,536 Views
19 Pages

Virus Infection Variability by Single-Cell Profiling

  • Maarit Suomalainen and
  • Urs F. Greber

9 August 2021

Cell-to-cell variability of infection has long been known, yet it has remained one of the least understood phenomena in infection research. It impacts on disease onset and development, yet only recently underlying mechanisms have been studied in clon...

  • Review
  • Open Access
1,162 Views
25 Pages

Single-Cell Omics in Legumes: Research Trends and Applications

  • Yaohua Li,
  • Md Sabbir Hossain and
  • Marc Libault

27 November 2025

Legumes are important food crops and play a central role in sustainable agriculture through their ability to form symbiosis with rhizobia, soil bacteria that fix atmospheric nitrogen. Recent advances in single-cell and spatial transcriptomics, along...

  • Review
  • Open Access
7 Citations
5,320 Views
11 Pages

Cells are the basic units of all organisms and are involved in all vital activities, such as proliferation, differentiation, senescence, and apoptosis. A human body consists of more than 30 trillion cells generated through repeated division and diffe...

  • Review
  • Open Access
3 Citations
3,286 Views
11 Pages

Single-Cell Sequencing: Ariadne’s Thread in the Maze of Acute Myeloid Leukemia

  • Immacolata Redavid,
  • Maria Rosa Conserva,
  • Luisa Anelli,
  • Antonella Zagaria,
  • Giorgina Specchia,
  • Pellegrino Musto and
  • Francesco Albano

Acute myeloid leukemia (AML) is a haematological neoplasm resulting from the accumulation of genetic and epigenetic alterations. Patients’ prognoses vary with AML genetic heterogeneity, which hampers successful treatments. Single-cell approache...

  • Review
  • Open Access
53 Citations
12,126 Views
46 Pages

A Review of Single-Cell Adhesion Force Kinetics and Applications

  • Ashwini Shinde,
  • Kavitha Illath,
  • Pallavi Gupta,
  • Pallavi Shinde,
  • Ki-Taek Lim,
  • Moeto Nagai and
  • Tuhin Subhra Santra

5 March 2021

Cells exert, sense, and respond to the different physical forces through diverse mechanisms and translating them into biochemical signals. The adhesion of cells is crucial in various developmental functions, such as to maintain tissue morphogenesis a...

  • Article
  • Open Access
10 Citations
4,623 Views
27 Pages

Precision DNA Mixture Interpretation with Single-Cell Profiling

  • Jianye Ge,
  • Jonathan L. King,
  • Amy Smuts and
  • Bruce Budowle

20 October 2021

Wet-lab based studies have exploited emerging single-cell technologies to address the challenges of interpreting forensic mixture evidence. However, little effort has been dedicated to developing a systematic approach to interpreting the single-cell...

  • Review
  • Open Access
17 Citations
5,449 Views
11 Pages

A Primer for Single-Cell Sequencing in Non-Model Organisms

  • James M. Alfieri,
  • Guosong Wang,
  • Michelle M. Jonika,
  • Clare A. Gill,
  • Heath Blackmon and
  • Giridhar N. Athrey

19 February 2022

Single-cell sequencing technologies have led to a revolution in our knowledge of the diversity of cell types, connections between biological levels of organization, and relationships between genotype and phenotype. These advances have mainly come fro...

  • Review
  • Open Access
2 Citations
4,437 Views
17 Pages

22 June 2021

While suppressive antiretroviral therapy can effectively limit HIV-1 replication and evolution, it leaves behind a residual pool of integrated viral genomes that persist in a state of reversible nonproductive infection, referred to as the HIV-1 reser...

  • Review
  • Open Access
41 Citations
6,973 Views
18 Pages

From Oncogenic Signaling Pathways to Single-Cell Sequencing of Immune Cells: Changing the Landscape of Cancer Immunotherapy

  • Afshin Derakhshani,
  • Zeinab Rostami,
  • Hossein Safarpour,
  • Mahdi Abdoli Shadbad,
  • Niloufar Sadat Nourbakhsh,
  • Antonella Argentiero,
  • Sina Taefehshokr,
  • Neda Jalili Tabrizi,
  • Omid Kooshkaki and
  • Behzad Baradaran
  • + 5 authors

14 April 2021

Over the past decade, there have been remarkable advances in understanding the signaling pathways involved in cancer development. It is well-established that cancer is caused by the dysregulation of cellular pathways involved in proliferation, cell c...

  • Article
  • Open Access
3,889 Views
13 Pages

5 July 2024

In recent years, there has been a growing interest in profiling multiomic modalities within individual cells simultaneously. One such example is integrating combined single-cell RNA sequencing (scRNA-seq) data and single-cell transposase-accessible c...

  • Review
  • Open Access
29 Citations
5,441 Views
14 Pages

Single-Cell Multiomics Analysis for Drug Discovery

  • Sam F. Nassar,
  • Khadir Raddassi and
  • Terence Wu

25 October 2021

Given the heterogeneity seen in cell populations within biological systems, analysis of single cells is necessary for studying mechanisms that cannot be identified on a bulk population level. There are significant variations in the biological and phy...

  • Review
  • Open Access
894 Views
22 Pages

Nucleic Acid Nanomaterial-Mediated Single-Cell Encapsulation and Its Application

  • Yue Qiu,
  • Mengyu Huang,
  • Xiaotong Jiang,
  • Peiru Chen,
  • Zhenzhen Guo and
  • Kaixiang Zhang

27 October 2025

Single-cell encapsulation, by constructing cell-scale microenvironments, enables precise protection, regulation, and functional enhancement of individual cells, holding significant importance in biomedical fields such as bioanalysis and cell therapy....

  • Review
  • Open Access
7 Citations
4,166 Views
20 Pages

Pancreatic β-Cell Identity Change through the Lens of Single-Cell Omics Research

  • Floris Leenders,
  • Eelco J. P. de Koning and
  • Françoise Carlotti

The main hallmark in the development of both type 1 and type 2 diabetes is a decline in functional β-cell mass. This decline is predominantly attributed to β-cell death, although recent findings suggest that the loss of β-cell identity...

  • Review
  • Open Access
7 Citations
4,816 Views
19 Pages

Recent Advances in Electrochemiluminescence-Based Single-Cell Analysis

  • Qian-Nan He,
  • Zheng-Yuan Ma,
  • Yu-Xin Yang,
  • Cong-Hui Xu and
  • Wei Zhao

In recent years, the increasing demand for highly sensitive tracking of life processes has promoted scientists to explore advanced analytical techniques. Developing universal analytical methods to detect individual differences and temporal changes am...

  • Review
  • Open Access
12 Citations
3,907 Views
17 Pages

26 March 2021

Single-cell sequencing techniques have become a powerful tool for characterizing intra-tumor heterogeneity, which has been reflected in the increasing number of studies carried out and reported. We have rigorously reviewed and compiled the informatio...

  • Review
  • Open Access
65 Citations
23,776 Views
12 Pages

Single-Cell RNA Sequencing for Plant Research: Insights and Possible Benefits

  • George Bawa,
  • Zhixin Liu,
  • Xiaole Yu,
  • Aizhi Qin and
  • Xuwu Sun

In recent years, advances in single-cell RNA sequencing (scRNA-seq) technologies have continued to change our views on biological systems by increasing the spatiotemporal resolution of our analysis to single-cell resolution. Application of scRNA-seq...

  • Review
  • Open Access
261 Views
21 Pages

Advances in Single-Cell Transcriptomics for Livestock Health

  • Muhammad Zahoor Khan,
  • Mohamed Tharwat,
  • Abd Ullah,
  • Fuad M. Alzahrani,
  • Khalid J. Alzahrani,
  • Khalaf F. Alsharif and
  • Fahad A. Alshanbari

6 February 2026

RNA sequencing (scRNA-seq) has emerged as a transformative technology for dissecting cellular heterogeneity and immune complexity in livestock species. This review summarizes recent advances in the application of single-cell transcriptomics to livest...

  • Review
  • Open Access
5 Citations
5,670 Views
30 Pages

Harnessing Single-Cell and Spatial Transcriptomics for Crop Improvement

  • Yuzhao Hu,
  • Linkan Dash,
  • Gregory May,
  • Nagesh Sardesai and
  • Stéphane Deschamps

11 December 2024

Single-cell and spatial transcriptomics technologies have significantly advanced our understanding of the molecular mechanisms underlying crop biology. This review presents an update on the application of these technologies in crop improvement. The h...

  • Article
  • Open Access
1 Citations
4,424 Views
13 Pages

scDown: A Pipeline for Single-Cell RNA-Seq Downstream Analysis

  • Liang Sun,
  • Qianyi Ma,
  • Chunhui Cai,
  • Maryam Labaf,
  • Ashish Jain,
  • Caroline Dias,
  • Shira Rockowitz and
  • Piotr Sliz

Single-cell transcriptomics data are analyzed using two popular tools, Seurat and Scanpy. Multiple separate tools are used downstream of Seurat and Scanpy cell annotation to study cell differentiation and communication, including cell proportion diff...

  • Review
  • Open Access
6 Citations
3,469 Views
17 Pages

3 March 2021

Metastasis is the cause of most cancer deaths and continues to be the biggest challenge in clinical practice and laboratory investigation. The challenge is largely due to the intrinsic heterogeneity of primary and metastatic tumor populations and the...

  • Review
  • Open Access
23 Citations
7,969 Views
16 Pages

An Overview on Single-Cell Technology for Hepatocellular Carcinoma Diagnosis

  • Sheik Aliya,
  • Hoomin Lee,
  • Munirah Alhammadi,
  • Reddicherla Umapathi and
  • Yun Suk Huh

26 January 2022

Hepatocellular carcinoma is a primary liver cancer caused by the accumulation of genetic mutation patterns associated with epidemiological conditions. This lethal malignancy exhibits tumor heterogeneity, which is considered as one of the main reasons...

  • Protocol
  • Open Access
2 Citations
3,663 Views
12 Pages

4 September 2023

Advancements in single-cell-related technologies have opened new possibilities for analyzing rare cells, such as circulating tumor cells (CTCs) and rare immune cells. Among these techniques, single-cell proteomics, particularly single-cell mass spect...

  • Review
  • Open Access
24 Citations
6,615 Views
19 Pages

Single-Cell Proteomics: The Critical Role of Nanotechnology

  • Carlota Arias-Hidalgo,
  • Pablo Juanes-Velasco,
  • Alicia Landeira-Viñuela,
  • Marina L. García-Vaquero,
  • Enrique Montalvillo,
  • Rafael Góngora,
  • Ángela-Patricia Hernández and
  • Manuel Fuentes

In single-cell analysis, biological variability can be attributed to individual cells, their specific state, and the ability to respond to external stimuli, which are determined by protein abundance and their relative alterations. Mass spectrometry (...

  • Article
  • Open Access
19 Citations
4,542 Views
12 Pages

Time Sequential Single-Cell Patterning with High Efficiency and High Density

  • Yang Liu,
  • Dahai Ren,
  • Xixin Ling,
  • Weibin Liang,
  • Jing Li,
  • Zheng You,
  • Yaxiaer Yalikun and
  • Yo Tanaka

29 October 2018

Single-cell capture plays an important role in single-cell manipulation and analysis. This paper presents a microfluidic device for deterministic single-cell trapping based on the hydrodynamic trapping mechanism. The device is composed of an S-shaped...

  • Review
  • Open Access
99 Citations
12,702 Views
11 Pages

Tumor heterogeneity has been compared with Darwinian evolution and survival of the fittest. The evolutionary ecosystem of tumors consisting of heterogeneous tumor cell populations represents a considerable challenge to tumor therapy, since all geneti...

  • Feature Paper
  • Article
  • Open Access
38 Citations
8,173 Views
12 Pages

15 January 2020

Single-cell analysis is of critical importance in revealing cell-to-cell heterogeneity by characterizing individual cells and identifying minority sub-populations of interest. Droplet-based microfluidics has been widely used in the past decade to ach...

  • Article
  • Open Access
69 Citations
12,759 Views
12 Pages

Single-Cell Chemical Lysis on Microfluidic Chips with Arrays of Microwells

  • Chun-Ping Jen,
  • Ju-Hsiu Hsiao and
  • Nikolay A. Maslov

30 December 2011

Many conventional biochemical assays are performed using populations of cells to determine their quantitative biomolecular profiles. However, population averages do not reflect actual physiological processes in individual cells, which occur either on...

  • Review
  • Open Access
12 Citations
6,749 Views
25 Pages

2 April 2025

The development of micro- and nano-fabrication technologies has greatly advanced single-cell and spatial omics technologies. With the advantages of integration and compartmentalization, microfluidic chips are capable of generating high-throughput par...

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