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  • Review
  • Open Access
1 Citations
2,032 Views
31 Pages

Single-Cell Multi-Omics in Type 2 Diabetes Mellitus: Revealing Cellular Heterogeneity and Mechanistic Insights

  • Yijie Wei,
  • Feitong Hong,
  • Sijia Xie,
  • Xinwei Luo,
  • Xiaolong Li,
  • Fuying Dao,
  • Kejun Deng,
  • Hao Lin and
  • Hao Lyu

13 November 2025

Type 2 diabetes mellitus (T2DM) is a prevalent and complex metabolic disorder characterized by insulin resistance, progressive β-cell dysfunction, and severe systemic complications. Advances in single-cell multi-omics—transcriptomics, chro...

  • Article
  • Open Access
2,169 Views
13 Pages

9 October 2023

Autophagy is an evolutionarily conserved mechanism for degrading and recycling various cellular components, functioning in both normal development and stress conditions. This process is tightly regulated by a set of autophagy-related (ATG) proteins,...

  • Review
  • Open Access
834 Views
17 Pages

Understanding the intimate interactions between plants and their microbiota at the cellular level is essential for unlocking the full potential of plant holobionts in agricultural systems. Traditional bulk and microbial community-level sequencing app...

  • Article
  • Open Access
2,456 Views
21 Pages

Background/Objectives: Idiopathic pulmonary fibrosis (IPF) is a progressive disease characterized by lung scarring, impaired function, and high mortality. Effective therapies to reverse fibrosis are lacking. This study aims to uncover the molecular m...

  • Review
  • Open Access
8 Citations
3,827 Views
19 Pages

Innovative Insights into Single-Cell Technologies and Multi-Omics Integration in Livestock and Poultry

  • Ying Lu,
  • Mengfei Li,
  • Zhendong Gao,
  • Hongming Ma,
  • Yuqing Chong,
  • Jieyun Hong,
  • Jiao Wu,
  • Dongwang Wu,
  • Dongmei Xi and
  • Weidong Deng

2 December 2024

In recent years, single-cell RNA sequencing (scRNA-seq) has marked significant strides in livestock and poultry research, especially when integrated with multi-omics approaches. These advancements provide a nuanced view into complex regulatory networ...

  • Review
  • Open Access
4 Citations
9,443 Views
21 Pages

23 May 2025

Atherosclerosis, a chronic inflammatory condition of the arterial cell wall, is the leading cause of cardiovascular disease (CVD) and death. It is characterised by the accumulation of lipid and immune cell-rich plaques in the arterial intima, which i...

  • Review
  • Open Access
4 Citations
2,356 Views
16 Pages

25 February 2025

This study categorizes pollutant-induced inflammation–cancer transition into three stages: non-alcoholic fatty liver disease (NAFLD), liver fibrosis, and hepatocellular carcinoma (HCC). It systematically reveals the temporal heterogeneity of po...

  • Perspective
  • Open Access
1 Citations
2,219 Views
9 Pages

5 April 2023

While much of the research in oncogenesis and cancer therapy has focused on mutations in key cancer driver genes, more recent work suggests a complementary non-genetic paradigm. This paradigm focuses on how transcriptional and phenotypic heterogeneit...

  • Perspective
  • Open Access
8 Citations
4,281 Views
13 Pages

10 November 2022

Gene-editing methods, particularly CRISPR, provide extraordinary opportunities for scientific insights and applications in the life sciences. However, the prospects for near-term applications to commercial forestry appear limited. Loss-of-function ph...

  • Article
  • Open Access
1 Citations
4,395 Views
17 Pages

10 December 2024

Mucosal immunity plays a critical role in the pathogenesis of inflammatory immune diseases. This study leverages single-cell RNA sequencing, spatial transcriptomics, and spatial proteomics to compare the cellular mechanisms involved in periodontitis...

  • Article
  • Open Access
3 Citations
2,366 Views
19 Pages

Accumulating evidence has revealed unexpected phenotypic heterogeneity and diverse functions of neutrophils in several diseases. Coronavirus disease (COVID-19) can alter the leukocyte phenotype based on disease severity, including neutrophil activati...

  • Article
  • Open Access
318 Views
14 Pages

27 January 2026

Drug resistance is an important challenge in medical research and clinical practice, posing a serious threat to the effectiveness of current therapeutic strategies. Transcriptomics has played a crucial role in analyzing resistance-related genes and p...

  • Perspective
  • Open Access
146 Views
12 Pages

10 March 2026

“Smart” nanoparticles are often presented as the vanguard of precision cancer therapy, defined by engineered abilities to sense predefined stimuli, enhance targeting, and control therapeutic release. Yet this notion of smartness remains l...

  • Article
  • Open Access
6 Citations
4,740 Views
13 Pages

19 January 2024

The Omics Dashboard is a software tool for interactive exploration and analysis of metabolomics, transcriptomics, proteomics, and multi-omics datasets. Organized as a hierarchy of cellular systems, the Dashboard at its highest level contains graphica...

  • Review
  • Open Access
1 Citations
1,553 Views
23 Pages

Understanding and Advancing Wound Healing in the Era of Multi-Omic Technology

  • Serena L. Jing,
  • Elijah J. Suh,
  • Kelly X. Huang,
  • Michelle F. Griffin,
  • Derrick C. Wan and
  • Michael T. Longaker

Wound healing is a complex, multi-phase process requiring coordinated interactions among diverse cell types and molecular pathways to restore tissue integrity. Dysregulation can lead to chronic non-healing wounds or excessive scarring, posing major c...

  • Commentary
  • Open Access
14 Citations
5,706 Views
6 Pages

Omics in Radiation Biology: Surprised but Not Disappointed

  • Prabal Subedi,
  • Simone Moertl and
  • Omid Azimzadeh

15 February 2022

High-throughput omics platforms have pioneered our approach to understanding biological and cellular processes. Omics technologies provide powerful tools for studying various molecules, such as genes, proteins, and metabolites, in a particular state...

  • Review
  • Open Access
16 Citations
11,780 Views
34 Pages

Spatial omics integrates molecular profiling with spatial tissue context, enabling high-resolution analysis of gene expression, protein interactions, and epigenetic modifications. This approach provides critical insights into disease mechanisms and t...

  • Review
  • Open Access
13 Citations
8,124 Views
28 Pages

Advances in single-cell multi-omics technologies have deepened our understanding of cancer biology by integrating genomic, transcriptomic, epigenomic, and proteomic data at single-cell resolution. These single-cell multi-omics technologies provide un...

  • Article
  • Open Access
21 Citations
7,492 Views
14 Pages

29 January 2019

L-Fucose, one of the major monomeric sugars in brown algae, possesses high potential for use in the large-scale production of bio-based products. Although fucose catabolic pathways have been enzymatically evaluated, the effects of fucose as a carbon...

  • Systematic Review
  • Open Access
1,670 Views
23 Pages

Advances in cardiac regenerative medicine increasingly rely on integrating artificial intelligence with spatial multi-omics technologies to decipher intricate cellular dynamics in cardiomyocyte differentiation. This systematic review, synthetising in...

  • Review
  • Open Access
3,273 Views
40 Pages

A Single-Cell Omics Technical Guide for Advancing Neuropsychiatric Research

  • Kayleigh Casmey,
  • Maria Zimmermann,
  • Yuxin Xie,
  • Sierra A. Codeluppi-Arrowsmith and
  • Gustavo Turecki

21 November 2025

Single-cell omics technology has advanced rapidly since its inception, offering increasing precision, resolution, and technical diversity to explore cell-specific molecular features in the human brain and neuropsychiatric disorders. While traditional...

  • Feature Paper
  • Article
  • Open Access
5 Citations
4,739 Views
11 Pages

Integratomics of Human Dermal Fibroblasts Treated with Low Molecular Weight Hyaluronic Acid

  • Silvia Radrezza,
  • Gilda Aiello,
  • Giovanna Baron,
  • Giancarlo Aldini,
  • Marina Carini and
  • Alfonsina D’Amato

23 August 2021

Hyaluronic acid (HA) is a glycosaminoglycan very common in commercial products from pharmaceuticals to cosmetics due to its widespread distribution in humans and its diversified physico-chemical proprieties. Despite its extended use and preliminary e...

  • Review
  • Open Access
1 Citations
2,285 Views
18 Pages

2 October 2025

Neurodevelopmental disorders (NDDs), including autism spectrum disorder, intellectual disability, and attention-deficit/hyperactivity disorder, are genetically and phenotypically heterogeneous conditions affecting millions worldwide. High-throughput...

  • Review
  • Open Access
62 Citations
7,240 Views
19 Pages

Multi-Omics Integrative Approach of Extracellular Vesicles: A Future Challenging Milestone

  • Enxhi Shaba,
  • Lorenza Vantaggiato,
  • Laura Governini,
  • Alesandro Haxhiu,
  • Guido Sebastiani,
  • Daniela Fignani,
  • Giuseppina Emanuela Grieco,
  • Laura Bergantini,
  • Luca Bini and
  • Claudia Landi

In the era of multi-omic sciences, dogma on singular cause-effect in physio-pathological processes is overcome and system biology approaches have been providing new perspectives to see through. In this context, extracellular vesicles (EVs) are offeri...

  • Review
  • Open Access
4 Citations
2,126 Views
19 Pages

Multi-Omics Technologies Applied to Improve Tick Research

  • Arlex Rodríguez-Durán,
  • Vinícius Andrade-Silva,
  • Muhammad Numan,
  • Jéssica Waldman,
  • Abid Ali,
  • Carlos Logullo,
  • Itabajara da Silva Vaz Junior and
  • Luís Fernando Parizi

The advancement of multi-omics technologies is crucial to deepen knowledge on tick biology. These approaches, used to study diverse phenomena, are applied to experiments that aim to understand changes in gene transcription, protein function, cellular...

  • Review
  • Open Access
4 Citations
4,793 Views
14 Pages

Microalgal Metabolomes and Recent Biotechnological Advances for Their Industrial Application

  • Dinesh Kumar Saini,
  • Geetanjali Manchanda,
  • Ratiram Gomaji Chaudhary and
  • Raghvendra Pratap Singh

5 October 2024

In recent decades, microalgae have emerged as new sustainable resources for the production of various bioactive and biochemical compounds. These organisms are photosynthetic, use CO2 as their sole carbon source, and grow rapidly under different envir...

  • Review
  • Open Access
1 Citations
3,152 Views
15 Pages

A Review of Pathophysiology, Molecular Mechanisms, and Omics Approaches of Spinal Cord Injury

  • Milan Patel,
  • Alison J. Deng,
  • Jamal Hasoon,
  • Sayed Wahezi and
  • Alaa Abd-Elsayed

15 August 2025

Spinal cord injuries are often devastating and result in severe functional limitations. Our review breaks down the pathophysiology, molecular mechanisms, and omics approaches regarding spinal cord injuries. The pathophysiology can be divided into two...

  • Review
  • Open Access
18 Citations
6,390 Views
20 Pages

Metabolic Phenotyping in Prostate Cancer Using Multi-Omics Approaches

  • Nuria Gómez-Cebrián,
  • José Luis Poveda,
  • Antonio Pineda-Lucena and
  • Leonor Puchades-Carrasco

25 January 2022

Prostate cancer (PCa), one of the most frequently diagnosed cancers among men worldwide, is characterized by a diverse biological heterogeneity. It is well known that PCa cells rewire their cellular metabolism to meet the higher demands required for...

  • Review
  • Open Access
29 Citations
9,118 Views
38 Pages

Leveraging Single-Cell Multi-Omics to Decode Tumor Microenvironment Diversity and Therapeutic Resistance

  • Hussein Sabit,
  • Borros Arneth,
  • Timothy M. Pawlik,
  • Shaimaa Abdel-Ghany,
  • Aysha Ghazy,
  • Rawan M. Abdelazeem,
  • Amany Alqosaibi,
  • Ibtesam S. Al-Dhuayan,
  • Jawaher Almulhim and
  • Ahmed Hashash
  • + 1 author

10 January 2025

Recent developments in single-cell multi-omics technologies have provided the ability to identify diverse cell types and decipher key components of the tumor microenvironment (TME), leading to important advancements toward a much deeper understanding...

  • Review
  • Open Access
174 Citations
18,332 Views
36 Pages

Multi-Omics Pipeline and Omics-Integration Approach to Decipher Plant’s Abiotic Stress Tolerance Responses

  • Rajib Roychowdhury,
  • Soumya Prakash Das,
  • Amber Gupta,
  • Parul Parihar,
  • Kottakota Chandrasekhar,
  • Umakanta Sarker,
  • Ajay Kumar,
  • Devade Pandurang Ramrao and
  • Chinta Sudhakar

16 June 2023

The present day’s ongoing global warming and climate change adversely affect plants through imposing environmental (abiotic) stresses and disease pressure. The major abiotic factors such as drought, heat, cold, salinity, etc., hamper a plant&rs...

  • Review
  • Open Access
7 Citations
3,497 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...

  • Review
  • Open Access
2,256 Views
21 Pages

Single-Cell Sequencing Unravels Pancreatic Cancer: Novel Technologies Reveal Novel Aspects of Cellular Heterogeneity and Inform Therapeutic Strategies

  • Keran Chen,
  • Zeyu Chen,
  • Jinai Wang,
  • Mo Zhou,
  • Yun Liu,
  • Bin Xu,
  • Zhi Yu,
  • Yiming Li,
  • Guanhu Yang and
  • Tiancheng Xu

10 December 2025

Single-cell sequencing (scRNA-seq) has emerged as a pivotal technology for deciphering the complex cellular heterogeneity and tumor microenvironment (TME) of pancreatic ductal adenocarcinoma (PDAC), positioning it as a critical tool for informing nov...

  • Review
  • Open Access
11 Citations
5,194 Views
46 Pages

Multi-Omics Approaches to Improve Clubroot Resistance in Brassica with a Special Focus on Brassica oleracea L.

  • Ranjan K. Shaw,
  • Yusen Shen,
  • Huifang Yu,
  • Xiaoguang Sheng,
  • Jiansheng Wang and
  • Honghui Gu

17 August 2022

Brassica oleracea is an agronomically important species of the Brassicaceae family, including several nutrient-rich vegetables grown and consumed across the continents. But its sustainability is heavily constrained by a range of destructive pathogens...

  • Review
  • Open Access
6 Citations
4,229 Views
16 Pages

Cerebrovascular diseases are a leading cause of death and disability globally. The development of new therapeutic targets for cerebrovascular diseases (e.g., ischemic, and hemorrhagic stroke, vascular dementia) is limited by a lack of knowledge of th...

  • Article
  • Open Access
6 Citations
3,868 Views
16 Pages

Exploiting Multi-Omics Profiling and Systems Biology to Investigate Functions of TOMM34

  • Ekaterina V. Poverennaya,
  • Mikhail A. Pyatnitskiy,
  • Georgii V. Dolgalev,
  • Viktoria A. Arzumanian,
  • Olga I. Kiseleva,
  • Ilya Yu. Kurbatov,
  • Leonid K. Kurbatov,
  • Igor V. Vakhrushev,
  • Daniil D. Romashin and
  • Elena A. Ponomarenko
  • + 1 author

28 January 2023

Although modern biology is now in the post-genomic era with vastly increased access to high-quality data, the set of human genes with a known function remains far from complete. This is especially true for hundreds of mitochondria-associated genes, w...

  • Review
  • Open Access
5 Citations
4,489 Views
30 Pages

Omics Approaches to Study Perilipins and Their Significant Biological Role in Cardiometabolic Disorders

  • Erica Gianazza,
  • Giulia G. Papaianni,
  • Lisa Brocca,
  • Cristina Banfi and
  • Alice Mallia

Lipid droplets (LDs), highly dynamic cellular organelles specialized in lipid storage and maintenance of lipid homeostasis, contain several proteins on their surface, among which the perilipin (Plin) family stands out as the most abundant group of LD...

  • Review
  • Open Access
26 Citations
6,592 Views
23 Pages

Multi-Omic Approaches to Breast Cancer Metabolic Phenotyping: Applications in Diagnosis, Prognosis, and the Development of Novel Treatments

  • Nuria Gómez-Cebrián,
  • Inés Domingo-Ortí,
  • José Luis Poveda,
  • María J. Vicent,
  • Leonor Puchades-Carrasco and
  • Antonio Pineda-Lucena

10 September 2021

Breast cancer (BC) is characterized by high disease heterogeneity and represents the most frequently diagnosed cancer among women worldwide. Complex and subtype-specific gene expression alterations participate in disease development and progression,...

  • Review
  • Open Access
7 Citations
3,800 Views
25 Pages

Understanding the Conundrum of Pancreatic Cancer in the Omics Sciences Era

  • Alberto Nicoletti,
  • Mattia Paratore,
  • Federica Vitale,
  • Marcantonio Negri,
  • Giuseppe Quero,
  • Giorgio Esposto,
  • Irene Mignini,
  • Sergio Alfieri,
  • Antonio Gasbarrini and
  • Lorenzo Zileri Dal Verme
  • + 1 author

Pancreatic cancer (PC) is an increasing cause of cancer-related death, with a dismal prognosis caused by its aggressive biology, the lack of clinical symptoms in the early phases of the disease, and the inefficacy of treatments. PC is characterized b...

  • Abstract
  • Open Access
809 Views
2 Pages

Harmony in Complexity: Navigating the Symphony of Biomolecular Interactions and Networks

  • Ujban Md. Hussain Hussain,
  • Samiksha Sandeep Tammewar,
  • Hrushikesh Ramkrushn Ghotkar and
  • Sameer Ramesh Lode

Embark on a journey into the captivating world of Biomolecular Interactions and Networks with this innovative review, where science meets artistry. Our exploration transcends traditional boundaries, weaving together the rhythmic dance of protein&ndas...

  • Review
  • Open Access
1 Citations
5,754 Views
15 Pages

A History and Atlas of the Human CD4+ T Helper Cell

  • Jacqueline M. Crater,
  • Daniel C. Dunn,
  • Douglas F. Nixon and
  • Robert L. Furler O’Brien

23 September 2023

CD4+ T cells have orchestrated and regulated immunity since the introduction of jawed vertebrates, yet our understanding of CD4+ T cell evolution, development, and cellular physiology has only begun to be unearthed in the past few decades. Discoverie...

  • Review
  • Open Access
10 Citations
8,917 Views
42 Pages

Tackling Dysfunction of Mitochondrial Bioenergetics in the Brain

  • Paola Zanfardino,
  • Stefano Doccini,
  • Filippo M. Santorelli and
  • Vittoria Petruzzella

Oxidative phosphorylation (OxPhos) is the basic function of mitochondria, although the landscape of mitochondrial functions is continuously growing to include more aspects of cellular homeostasis. Thanks to the application of -omics technologies to t...

  • Review
  • Open Access
20 Citations
5,949 Views
12 Pages

Systems Biology and Experimental Model Systems of Cancer

  • Gizem Damla Yalcin,
  • Nurseda Danisik,
  • Rana Can Baygin and
  • Ahmet Acar

19 October 2020

Over the past decade, we have witnessed an increasing number of large-scale studies that have provided multi-omics data by high-throughput sequencing approaches. This has particularly helped with identifying key (epi)genetic alterations in cancers. I...

  • Article
  • Open Access
1,930 Views
16 Pages

10 February 2025

(1) Background: Single-cell multi-omics is a powerful method for the dissection and detection of complicated immunologic functions and synapses. However, most currently available technologies merge datasets of different omics from separate portions o...

  • Review
  • Open Access
2,624 Views
29 Pages

Decoding the Lipid Droplet Proteome: New Frontiers in Cardiovascular Disease Research

  • Alice Mallia,
  • Giulia G. Papaianni,
  • Lisa Brocca,
  • Cristina Banfi and
  • Erica Gianazza

22 October 2025

Lipid droplets (LDs) are cellular dynamic organelles involved in lipid storage and maintaining lipid balance. They contain many proteins on their surface that significantly affect their functions and behaviors. Thus, it becomes crucial to characteriz...

  • Article
  • Open Access
6 Citations
3,025 Views
12 Pages

Multi-Omics Integration for Liver Cancer Using Regression Analysis

  • Aditya Raj,
  • Ruben C. Petreaca and
  • Golrokh Mirzaei

Genetic biomarkers have played a pivotal role in the classification, prognostication, and guidance of clinical cancer therapies. Large-scale and multi-dimensional analyses of entire cancer genomes, as exemplified by projects like The Cancer Genome At...

  • Review
  • Open Access
73 Citations
11,233 Views
29 Pages

Recent Applications of Metabolomics Toward Cyanobacteria

  • Doreen Schwarz,
  • Isabel Orf,
  • Joachim Kopka and
  • Martin Hagemann

4 February 2013

Our knowledge on cyanobacterial molecular biology increased tremendously by the application of the “omics” techniques. Only recently, metabolomics was applied systematically to model cyanobacteria. Metabolomics, the quantitative estimation of ideally...

  • Review
  • Open Access
32 Citations
5,409 Views
25 Pages

5 March 2024

In recent years, micro- and nanoplastics (MNPs) have represented an emerging threat for the aquatic environment due to their persistence and widespread distribution. Indeed, their small size and increased surface area lead to a high biological reacti...

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