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5,480 Results Found

  • Review
  • Open Access
1 Citations
1,426 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...

  • Review
  • Open Access
10 Citations
4,846 Views
17 Pages

The Multi-Omic Approach to Newborn Screening: Opportunities and Challenges

  • Alex J. Ashenden,
  • Ayesha Chowdhury,
  • Lucy T. Anastasi,
  • Khoa Lam,
  • Tomas Rozek,
  • Enzo Ranieri,
  • Carol Wai-Kwan Siu,
  • Jovanka King,
  • Emilie Mas and
  • Karin S. Kassahn

Newborn screening programs have seen significant evolution since their initial implementation more than 60 years ago, with the primary goal of detecting treatable conditions within the earliest possible timeframe to ensure the optimal treatment and o...

  • Review
  • Open Access
417 Views
24 Pages

28 February 2026

Pesticides are widely used in rice cultivation for pest control to guarantee crop productivity. Intensive use of these chemicals causes harmful effects on rice plants, such as physiological and biochemical stress responses. Such stress is often expre...

  • Review
  • Open Access
14 Citations
7,210 Views
19 Pages

28 August 2024

Preeclampsia (PE) is a major cause of maternal and neonatal morbidity and mortality worldwide, with the placenta playing a central role in disease pathophysiology. This review synthesizes recent advancements in understanding the molecular mechanisms...

  • Review
  • Open Access
39 Citations
7,416 Views
36 Pages

A Review of Integrative Omic Approaches for Understanding Rice Salt Response Mechanisms

  • Mohammad Asad Ullah,
  • Muhammad-Redha Abdullah-Zawawi,
  • Rabiatul-Adawiah Zainal-Abidin,
  • Noor Liyana Sukiran,
  • Md Imtiaz Uddin and
  • Zamri Zainal

27 May 2022

Soil salinity is one of the most serious environmental challenges, posing a growing threat to agriculture across the world. Soil salinity has a significant impact on rice growth, development, and production. Hence, improving rice varieties’ res...

  • Review
  • Open Access
26 Citations
5,756 Views
33 Pages

“Omic” Approaches to Bacteria and Antibiotic Resistance Identification

  • Daria Janiszewska,
  • Małgorzata Szultka-Młyńska,
  • Paweł Pomastowski and
  • Bogusław Buszewski

24 August 2022

The quick and accurate identification of microorganisms and the study of resistance to antibiotics is crucial in the economic and industrial fields along with medicine. One of the fastest-growing identification methods is the spectrometric approach c...

  • Review
  • Open Access
22 Citations
4,752 Views
23 Pages

Multi-Omic Approaches to Investigate Molecular Mechanisms in Peach Post-Harvest Ripening

  • Tiziana M. Sirangelo,
  • Hilary J. Rogers and
  • Natasha D. Spadafora

Peach post-harvest ripening is a complex developmental process controlled by a plethora of genetic and epigenetic factors. Specifically, it leads to protein, lipid and nucleic acid degradation, all resulting in cell death. Substantial research has be...

  • Article
  • Open Access
18 Citations
5,670 Views
13 Pages

The recent advancement of omic technologies provides researchers with the possibility to search for disease-associated biomarkers at the system level. The integrative analysis of data from a large number of molecules involved at various layers of the...

  • Article
  • Open Access
6 Citations
3,215 Views
27 Pages

Extraction and Integration of Genetic Networks from Short-Profile Omic Data Sets

  • Jacopo Iacovacci,
  • Alina Peluso,
  • Timothy Ebbels,
  • Markus Ralser and
  • Robert C. Glen

29 October 2020

Mass spectrometry technologies are widely used in the fields of ionomics and metabolomics to simultaneously profile the intracellular concentrations of, e.g., amino acids or elements in genome-wide mutant libraries. These molecular or sub-molecular f...

  • Article
  • Open Access
5 Citations
3,209 Views
13 Pages

Multi-Omic Factors Associated with Frequency of Upper Respiratory Infections in Developing Infants

  • Ramin Beheshti,
  • E. Scott Halstead,
  • Bryan Cusack and
  • Steven D. Hicks

Susceptibility to upper respiratory infections (URIs) may be influenced by host, microbial, and environmental factors. We hypothesized that multi-omic analyses of molecular factors in infant saliva would identify complex host-environment interactions...

  • Communication
  • Open Access
3 Citations
1,529 Views
9 Pages

STATom@ic: R Package for Automated Statistical Analysis of Omic Datasets

  • Rui S. Treves,
  • Tyler C. Gripshover and
  • Josiah E. Hardesty

11 February 2025

Background: The evolution of “omic” technologies, which measure all biological molecules of a specific type (e.g., genomics), has enabled rapid and cost-effective data acquisition, depending on the technique and sample size. This, however...

  • Review
  • Open Access
14 Citations
5,909 Views
33 Pages

Review of Explosive Contamination and Bioremediation: Insights from Microbial and Bio-Omic Approaches

  • Daniel Corredor,
  • Jessica Duchicela,
  • Francisco J. Flores,
  • Maribel Maya and
  • Edgar Guerron

29 March 2024

Soil pollution by TNT(2,4,6-trinitrotoluene), RDX(hexahydro-1,3,5-trinitro-1,3,5-triazacyclohexane), and HMX(octahydro-1,3,5,7-tetranitro-1,3,5,7-tetrazocine), resulting from the use of explosives, poses significant challenges, leading to adverse eff...

  • Review
  • Open Access
8 Citations
4,577 Views
23 Pages

Multi-Omic Biomarkers for Patient Stratification in Sjogren’s Syndrome—A Review of the Literature

  • Lucia Martin-Gutierrez,
  • Robert Wilson,
  • Madhura Castelino,
  • Elizabeth C. Jury and
  • Coziana Ciurtin

Sjögren’s syndrome (SS) is a heterogeneous autoimmune rheumatic disease (ARD) characterised by dryness due to the chronic lymphocytic infiltration of the exocrine glands. Patients can also present other extra glandular manifestations, such...

  • Review
  • Open Access
17 Citations
4,943 Views
14 Pages

Multi-Omic Approaches in Colorectal Cancer beyond Genomic Data

  • Emilia Sardo,
  • Stefania Napolitano,
  • Carminia Maria Della Corte,
  • Davide Ciardiello,
  • Antonio Raucci,
  • Gianluca Arrichiello,
  • Teresa Troiani,
  • Fortunato Ciardiello,
  • Erika Martinelli and
  • Giulia Martini

18 January 2022

Colorectal cancer (CRC) is one of the most frequent tumours and one of the major causes of morbidity and mortality globally. Its incidence has increased in recent years and could be linked to unhealthy dietary habits combined with environmental and h...

  • Review
  • Open Access
2 Citations
3,758 Views
21 Pages

Pathway Analysis Interpretation in the Multi-Omic Era

  • William G. Ryan V.,
  • Smita Sahay,
  • John Vergis,
  • Corey Weistuch,
  • Jarek Meller and
  • Robert E. McCullumsmith

29 July 2025

In bioinformatics, pathway analyses are used to interpret biological data by mapping measured molecules with known pathways to discover their functional processes and relationships. Pathway analysis has become an essential tool for interpreting large...

  • Article
  • Open Access
2 Citations
1,772 Views
16 Pages

Clinical Evaluation of a Multi-Omic Diagnostic Model for Early-Stage Ovarian Cancer Detection

  • Robert A. Law,
  • Brendan M. Giles,
  • Rachel Culp-Hill,
  • Enkhtuya Radnaa,
  • Mattie Goldberg,
  • Charles M. Nichols,
  • Maria Wong,
  • Connor Hansen,
  • Collin Hill and
  • Abigail McElhinny
  • + 8 authors

2 September 2025

Background/Objectives: Ovarian cancer (OC) is frequently diagnosed at an advanced stage due to the nonspecific nature of its symptoms. While population-wide screening has failed to reduce mortality, timely diagnosis in symptomatic women remains a pro...

  • Article
  • Open Access
6 Citations
5,263 Views
17 Pages

The multi-omic integration of microbiota data with metabolomics has gained popularity. This protocol is based on a human multi-omics study, integrating cervicovaginal microbiota, HPV status and neoplasia, with urinary metabolites. Indeed, to understa...

  • Review
  • Open Access
40 Citations
9,119 Views
20 Pages

Advances in Integrating Traditional and Omic Biomarkers When Analyzing the Effects of the Mediterranean Diet Intervention in Cardiovascular Prevention

  • Montserrat Fitó,
  • Olle Melander,
  • José Alfredo Martínez,
  • Estefanía Toledo,
  • Christian Carpéné and
  • Dolores Corella

2 September 2016

Intervention with Mediterranean diet (MedDiet) has provided a high level of evidence in primary prevention of cardiovascular events. Besides enhancing protection from classical risk factors, an improvement has also been described in a number of non-c...

  • Review
  • Open Access
26 Citations
6,573 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
22 Citations
10,389 Views
19 Pages

Streptomyces tsukubaensis stands out among actinomycetes by its ability to produce the immunosuppressant tacrolimus. Discovered about 30 years ago, this macrolide is widely used as immunosuppressant in current clinics. Other potential applications fo...

  • Review
  • Open Access
2 Citations
1,718 Views
32 Pages

Liquid Biopsy and Multi-Omic Biomarkers in Breast Cancer: Innovations in Early Detection, Therapy Guidance, and Disease Monitoring

  • Daniel Simancas-Racines,
  • Náthaly Mercedes Román-Galeano,
  • Juan Pablo Vásquez,
  • Dolores Jima Gavilanes,
  • Rupalakshmi Vijayan and
  • Claudia Reytor-González

12 December 2025

Liquid biopsy and multi-omic biomarker integration are transforming precision oncology in breast cancer, providing real-time, minimally invasive insights into tumor biology. By analyzing circulating tumor DNA, circulating tumor cells, exosomal non-co...

  • Article
  • Open Access
1,919 Views
22 Pages

14 January 2025

Background/Objectives: The integration of microbiome and metabolome data could unveil profound insights into biological processes. However, widely used multi-omic data analyses often employ a stepwise mining approach, failing to harness the full pote...

  • Review
  • Open Access
125 Citations
13,865 Views
17 Pages

Challenges in the Integration of Omics and Non-Omics Data

  • Evangelina López de Maturana,
  • Lola Alonso,
  • Pablo Alarcón,
  • Isabel Adoración Martín-Antoniano,
  • Silvia Pineda,
  • Lucas Piorno,
  • M. Luz Calle and
  • Núria Malats

20 March 2019

Omics data integration is already a reality. However, few omics-based algorithms show enough predictive ability to be implemented into clinics or public health domains. Clinical/epidemiological data tend to explain most of the variation of health-rel...

  • Review
  • Open Access
31 Citations
8,513 Views
21 Pages

5 October 2023

The recent advent of sophisticated technologies like sequencing and mass spectroscopy platforms combined with artificial intelligence-powered analytic tools has initiated a new era of “big data” research in various complex diseases of sti...

  • Concept Paper
  • Open Access
3 Citations
3,483 Views
19 Pages

Toward Practical Integration of Omic and Imaging Data in Co-Clinical Trials

  • Emel Alkim,
  • Heidi Dowst,
  • Julie DiCarlo,
  • Lacey E. Dobrolecki,
  • Anadulce Hernández-Herrera,
  • David A. Hormuth,
  • Yuxing Liao,
  • Apollo McOwiti,
  • Robia Pautler and
  • Michael T. Lewis
  • + 8 authors

10 April 2023

Co-clinical trials are the concurrent or sequential evaluation of therapeutics in both patients clinically and patient-derived xenografts (PDX) pre-clinically, in a manner designed to match the pharmacokinetics and pharmacodynamics of the agent(s) us...

  • Article
  • Open Access
226 Views
21 Pages

Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia

  • Irina Pushel,
  • Zachary S. Clark,
  • Lisa A. Lansdon,
  • Byunggil Yoo,
  • Michaella J. Rekowski,
  • Nicole M. Wood,
  • Michael P. Washburn and
  • Midhat S. Farooqi

3 March 2026

Background/Objectives: Molecular subtyping of pediatric B-cell acute lymphoblastic leukemia (B-ALL) has improved patient outcomes through stratification and selection of targeted therapies. Despite extensive genomic and transcriptomic profiling of th...

  • Article
  • Open Access
2 Citations
2,661 Views
24 Pages

25 November 2024

Background: Mycosis fungoides (MF) represents the most prevalent entity of cutaneous T cell lymphoma (CTCL). The MF aetiopathogenesis is incompletely understood, due to significant transcriptomic heterogeneity and conflicting views on whether oncolog...

  • Review
  • Open Access
23 Citations
5,120 Views
23 Pages

12 February 2021

Pancreatic cancer (PC) is regarded as one of the most lethal malignant diseases in the world, with GLOBOCAN 2020 estimates indicating that PC was responsible for almost half a million deaths worldwide in 2020. Pancreatic cystic lesions (PCLs) are flu...

  • Review
  • Open Access
132 Views
23 Pages

11 March 2026

Colorectal cancer (CRC) develops through both conventional adenoma–carcinoma and serrated neoplasia pathways, yet noninvasive screening still under-detects the advanced precursor lesions that enable true cancer prevention. Stool-based screening...

  • Article
  • Open Access
1 Citations
1,292 Views
19 Pages

22 October 2025

Tacrolimus-induced chronic nephrotoxicity (TACN) represents a major barrier to long-term graft survival in kidney transplantation, yet its molecular pathogenesis remains incompletely understood. We have previously reported metabolic abnormalities, in...

  • Article
  • Open Access
16 Citations
5,011 Views
16 Pages

Multi-Omic Admission-Based Prognostic Biomarkers Identified by Machine Learning Algorithms Predict Patient Recovery and 30-Day Survival in Trauma Patients

  • Sultan S. Abdelhamid,
  • Jacob Scioscia,
  • Yoram Vodovotz,
  • Junru Wu,
  • Anna Rosengart,
  • Eunseo Sung,
  • Syed Rahman,
  • Robert Voinchet,
  • Jillian Bonaroti and
  • Timothy R. Billiar
  • + 6 authors

23 August 2022

Admission-based circulating biomarkers for the prediction of outcomes in trauma patients could be useful for clinical decision support. It is unknown which molecular classes of biomolecules can contribute biomarkers to predictive modeling. Here, we a...

  • Article
  • Open Access
1 Citations
2,260 Views
18 Pages

AI-Guided Multi-Omic Microbiome Modulation Improves Clinical and Inflammatory Outcomes in Refractory IBD: A Real-World Study

  • Raluca Lupusoru,
  • Lavinia Cristina Moleriu,
  • Ruxandra Mare,
  • Ioan Sporea,
  • Alina Popescu,
  • Roxana Sirli,
  • Adrian Goldis,
  • Camelia Nica,
  • Tudor Voicu Moga and
  • Radu Dumitru Dragomir
  • + 5 authors

24 December 2025

Inflammatory bowel disease (IBD) remains difficult to manage in patients who fail multiple therapeutic lines, and growing evidence suggests that alterations in the gut microbiome contribute to persistent symptoms and inflammatory activity. This study...

  • Review
  • Open Access
1,018 Views
39 Pages

Mapping the Ischemic Continuum: Dynamic Multi-Omic Biomarker and AI for Personalized Stroke Care

  • Valentin Titus Grigorean,
  • Cosmin Pantu,
  • Alexandru Breazu,
  • Stefan Oprea,
  • Octavian Munteanu,
  • Mugurel Petrinel Radoi,
  • Carmen Giuglea and
  • Andrei Marin

Although there have been advancements in stroke treatment (reperfusion) therapy, and it has been shown that many individuals continue to suffer from partial recoveries and continuing decline in their neurological status as a result of suffering a str...

  • Commentary
  • Open Access
14 Citations
5,688 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...

  • Article
  • Open Access
1,566 Views
29 Pages

Investigating Multi-Omic Signatures of Ethnicity and Dysglycaemia in Asian Chinese and European Caucasian Adults: Cross-Sectional Analysis of the TOFI_Asia Study at 4-Year Follow-Up

  • Saif Faraj,
  • Aidan Joblin-Mills,
  • Ivana R. Sequeira-Bisson,
  • Kok Hong Leiu,
  • Tommy Tung,
  • Jessica A. Wallbank,
  • Karl Fraser,
  • Jennifer L. Miles-Chan,
  • Sally D. Poppitt and
  • Michael W. Taylor

1 August 2025

Background: Type 2 diabetes (T2D) is a global health epidemic with rising prevalence within Asian populations, particularly amongst individuals with high visceral adiposity and ectopic organ fat, the so-called Thin-Outside, Fat-Inside phenotype. Meta...

  • Review
  • Open Access
47 Citations
10,652 Views
25 Pages

Advances in Integrated Multi-omics Analysis for Drug-Target Identification

  • Peiling Du,
  • Rui Fan,
  • Nana Zhang,
  • Chenyuan Wu and
  • Yingqian Zhang

14 June 2024

As an essential component of modern drug discovery, the role of drug-target identification is growing increasingly prominent. Additionally, single-omics technologies have been widely utilized in the process of discovering drug targets. However, it is...

  • Article
  • Open Access
51 Citations
5,564 Views
20 Pages

14 November 2019

Kidney renal cell carcinoma (KIRC), which is the most common subtype of kidney cancer, has a poor prognosis and a high mortality rate. In this study, a multi-omics analysis is performed to build a multi-gene prognosis signature for KIRC. A combinatio...

  • Review
  • Open Access
25 Citations
8,147 Views
15 Pages

A Customizable Analysis Flow in Integrative Multi-Omics

  • Samuel M. Lancaster,
  • Akshay Sanghi,
  • Si Wu and
  • Michael P. Snyder

27 November 2020

The number of researchers using multi-omics is growing. Though still expensive, every year it is cheaper to perform multi-omic studies, often exponentially so. In addition to its increasing accessibility, multi-omics reveals a view of systems biology...

  • Review
  • Open Access
174 Citations
18,241 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...

  • Article
  • Open Access
1 Citations
1,253 Views
20 Pages

Size-Dependent Cytotoxicity and Multi-Omic Changes Induced by Amorphous Silicon Nanoparticles in HepG2 Cells

  • Jiaqi Shi,
  • Huifang Zhang,
  • Yi Zhang,
  • Ying Ma,
  • Nairui Yu,
  • Wenhao Liu,
  • Ying Liu,
  • Jisheng Nie,
  • Zhangjian Chen and
  • Guang Jia

21 March 2025

(1) Background: Silica nanoparticles (SiO2 NPs) have a high potential for human exposure and tend to accumulate in the liver. This study aimed to explore the size-dependent cytotoxicity induced by SiO2 NPs and identify key molecular pathways at the i...

  • Article
  • Open Access
9 Citations
5,213 Views
26 Pages

Chronic kidney disease (CKD) presents a significant global health challenge, characterized by complex pathophysiology. This study utilized a multi-omic approach, integrating genomic data from the CKDGen consortium alongside transcriptomic, metabolomi...

  • Article
  • Open Access
6 Citations
4,727 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
37 Citations
8,400 Views
26 Pages

Cancer arises following alterations at different cellular levels, including genetic and epigenetic modifications, transcription and translation dysregulation, as well as metabolic variations. High-throughput omics technologies that allow one to ident...

  • Article
  • Open Access
1,283 Views
23 Pages

Background: In Staphylococcus aureus, antimicrobial resistance (AMR) imposes significant fitness costs (FCs), including reduced growth rate, interbacterial competitiveness, and virulence. However, the FC molecular basis remains poorly understood. Thi...

  • Review
  • Open Access
33 Citations
3,811 Views
13 Pages

Advancements in high-throughput technologies have made it feasible to study thousands of biological pathways simultaneously for a holistic assessment of health and disease risk via ‘omics platforms. A major challenge in ‘omics research re...

  • Perspective
  • Open Access
645 Views
19 Pages

9 February 2026

In this perspective, we discuss the current challenges and opportunities in multi-omics, a rapidly evolving approach that integrates multiple molecular layers to advance our understanding of complex biological systems. As biomedical research moves to...

  • Review
  • Open Access
8 Citations
2,933 Views
18 Pages

Ovarian Cancer: Multi-Omics Data Integration

  • Anna Kliuchnikova,
  • Arina Gordeeva,
  • Aziz Abdurakhimov,
  • Tatiana Materova,
  • Svetlana Tarbeeva,
  • Elizaveta Sarygina,
  • Anna Kozlova,
  • Olga Kiseleva,
  • Elena Ponomarenko and
  • Ekaterina Ilgisonis

This study focuses on the systematization and integration of ovarian cancer multi-omics data, revealing patterns in the application of different omics-based approaches and assessing factors that affect the identification of potential biomarkers. An i...

  • Review
  • Open Access
38 Citations
7,250 Views
26 Pages

Deep Learning Methods for Omics Data Imputation

  • Lei Huang,
  • Meng Song,
  • Hui Shen,
  • Huixiao Hong,
  • Ping Gong,
  • Hong-Wen Deng and
  • Chaoyang Zhang

7 October 2023

One common problem in omics data analysis is missing values, which can arise due to various reasons, such as poor tissue quality and insufficient sample volumes. Instead of discarding missing values and related data, imputation approaches offer an al...

  • Review
  • Open Access
176 Citations
30,608 Views
29 Pages

Propionibacterium acnes and Acne Vulgaris: New Insights from the Integration of Population Genetic, Multi-Omic, Biochemical and Host-Microbe Studies

  • Joseph McLaughlin,
  • Steven Watterson,
  • Alison M. Layton,
  • Anthony J. Bjourson,
  • Emma Barnard and
  • Andrew McDowell

The anaerobic bacterium Propionibacterium acnes is believed to play an important role in the pathophysiology of the common skin disease acne vulgaris. Over the last 10 years our understanding of the taxonomic and intraspecies diversity of this bacter...

  • Review
  • Open Access
12 Citations
9,697 Views
22 Pages

Recent Web Platforms for Multi-Omics Integration Unlocking Biological Complexity

  • Eugenia Papadaki,
  • Ioannis Kakkos,
  • Panagiotis Vlamos,
  • Ourania Petropoulou,
  • Stavros T. Miloulis,
  • Stergios Palamas and
  • Aristidis G. Vrahatis

31 December 2024

The rapid advancement of high-throughput technologies has led to the generation of vast amounts of omics data, including genomics, epigenomics, and metabolomics. Integrating these diverse datasets has become essential for gaining comprehensive insigh...

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