GigaScience

Scope & Guideline

Driving Innovation in Medicine and Computer Science Applications

Introduction

Welcome to the GigaScience information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of GigaScience, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN2047-217x
PublisherOXFORD UNIV PRESS
Support Open AccessYes
CountryUnited Kingdom
TypeJournal
Convergefrom 2012 to 2024
AbbreviationGIGASCIENCE / GigaScience
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressGREAT CLARENDON ST, OXFORD OX2 6DP, ENGLAND

Aims and Scopes

GigaScience is a multidisciplinary journal that focuses on the intersection of biological sciences and computational methodologies, emphasizing open data, reproducibility, and innovative research techniques. The journal promotes the integration of large-scale data analysis with biological research, fostering advancements in genomic and metagenomic studies, as well as computational biology.
  1. Genomic and Metagenomic Research:
    The journal publishes studies that utilize genomic and metagenomic approaches to explore genetic diversity, evolution, and adaptation in various organisms, including plants, animals, and microorganisms.
  2. Computational Biology and Bioinformatics:
    GigaScience emphasizes the development and application of computational tools and frameworks for the analysis and interpretation of biological data, including machine learning, data integration, and visualization techniques.
  3. Open Data and Reproducibility:
    The journal advocates for open science principles, including the sharing of datasets and methodologies to enhance reproducibility and collaboration in research, making data accessible for further studies.
  4. Environmental and Ecological Genomics:
    Research focusing on the impact of environmental factors on genetic diversity and adaptation is a core area, highlighting the relationship between organisms and their habitats.
  5. Innovative Methodologies and Tools:
    GigaScience features papers that introduce novel methodologies and tools that advance the field of biology, particularly those that facilitate high-throughput data analysis and integration.
GigaScience has witnessed a surge in interest across several emerging themes, reflecting advancements in technology and shifts in research focus. These trends indicate where the journal is heading and highlight areas of increasing importance in the scientific community.
  1. Machine Learning in Biology:
    The application of machine learning techniques to biological data analysis is rapidly increasing, with papers focusing on predictive modeling, data integration, and pattern recognition becoming more prevalent.
  2. Environmental Genomics:
    Research exploring the genomic basis of adaptation to environmental changes is gaining traction, particularly in the context of climate change and ecological resilience.
  3. High-Throughput and Single-Cell Technologies:
    The rise in studies utilizing high-throughput sequencing and single-cell analysis reflects a growing interest in understanding cellular heterogeneity and complex biological systems.
  4. Data Sharing and FAIR Principles:
    There is an increasing emphasis on the principles of Findable, Accessible, Interoperable, and Reusable (FAIR) data, with studies focusing on enhancing data management and sharing practices.
  5. Integration of Omics Data:
    The trend towards integrating multiple omics data types (genomics, transcriptomics, proteomics, etc.) into cohesive analyses is becoming a focal point, as researchers seek comprehensive insights into biological processes.

Declining or Waning

While GigaScience continues to thrive in many areas, certain themes have shown a decline in prominence over recent years. These waning scopes reflect shifting research interests and advancements in technology that may have rendered some topics less central to current discourse.
  1. Traditional Genetic Studies:
    As the focus shifts towards high-throughput sequencing and genomic data analysis, traditional genetic studies that rely on less complex methodologies have seen a decline in publication frequency.
  2. Single-Omics Approaches:
    The trend towards multi-omics integration has overshadowed single-omics studies, leading to fewer publications that focus solely on genomics, transcriptomics, or proteomics without integrating other data types.
  3. Basic Biodiversity Surveys:
    Research that primarily catalogs biodiversity without integrating genomic insights or advanced analytical techniques is becoming less common, as the field moves towards more impactful studies that link biodiversity to genomic data.

Similar Journals

Briefings in Functional Genomics

Advancing the Frontiers of Functional Genomics
Publisher: OXFORD UNIV PRESSISSN: 2041-2649Frequency: 6 issues/year

Briefings in Functional Genomics, published by Oxford University Press, serves as a crucial academic resource in the fields of biochemistry, genetics, and molecular biology. With an ISSN of 2041-2649 and an E-ISSN of 2041-2657, this esteemed journal explores innovative research and developments in functional genomics, with a commitment to advancing our understanding of genetic processes and their implications in health and disease. Ranking in the Q2 quartile for both Biochemistry and Genetics, and occupying a prominent Q1 status in the domain of interdisciplinary Medicine, the journal is positioned as a leading platform for researchers seeking to disseminate their findings to a global audience. Although it does not currently offer open access options, its accessibility through institutional subscriptions and its esteemed impact factor underscore its importance in the research community. Covering converging topics from 2010 to 2024, Briefings in Functional Genomics not only keeps pace with the rapidly evolving landscape of genomics but also stimulates collaboration and dialogue among scientists and industry professionals alike, making it an indispensable tool for researchers, practitioners, and students eager to engage with cutting-edge genomic science.

BioData Mining

Unlocking the Secrets of Biological Data
Publisher: BMCISSN: 1756-0381Frequency: 1 issue/year

BioData Mining is a distinguished open access journal published by BMC, focusing on the dynamic intersection of bioinformatics, computational mathematics, and molecular biology. Since its inception in 2008, this journal has provided a critical platform for researchers and professionals to publish their findings, contributing significantly to the collective knowledge in fields such as biochemistry, computational theory, and genetics. With a robust impact factor and a commendable h-index, BioData Mining continues to be a vital resource for academic and industrial advancements, ranked in the top quartiles in various categories according to the 2023 metrics. The journal's commitment to open access ensures that cutting-edge research is readily available to the global scientific community, thereby enhancing visibility and fostering collaboration among scholars. Whether you are a researcher, student, or practitioner, engaging with BioData Mining will equip you with relevant insights and developments in the fast-evolving realm of bioinformatics.

SoftwareX

Advancing Software Solutions for a Global Community
Publisher: ELSEVIERISSN: 2352-7110Frequency: 2 issues/year

SoftwareX is an innovative open-access journal published by Elsevier that has been championing advancements in the fields of Computer Science and Software since its inception in 2015. With a focus on presenting high-quality research, SoftwareX aims to foster collaboration and knowledge exchange among researchers and practitioners, advancing the way software and tools are developed and disseminated within the community. This journal operates under a flexible access model, allowing broad visibility and accessibility to its diverse readership. Positioned in the Q2 and Q3 quartiles of the Scopus ranking system within the domains of Computer Science Applications and Software respectively, SoftwareX stands as an influential platform for sharing cutting-edge methodologies and innovations. The journal's aim is not only to serve as a repository of knowledge but also to embolden practitioners and scholars alike to engage with and implement findings that can accelerate progress within the realms of software engineering and application. Situated in Amsterdam, Netherlands, SoftwareX has embraced an international reach, welcoming submissions that address complex challenges through novel software solutions.

Journal of Integrative Bioinformatics

Fostering Interdisciplinary Collaboration for Biomedical Innovation
Publisher: WALTER DE GRUYTER GMBHISSN: Frequency: 1 issue/year

Journal of Integrative Bioinformatics, published by WALTER DE GRUYTER GMBH, is a leading open-access journal that has been at the forefront of the field since its inception in 2004. With an E-ISSN of 1613-4516, it serves as a crucial platform for researchers engaged in the interdisciplinary study of bioinformatics, blending insights from biology, computer science, and mathematics. Based in Germany, the journal is recognized for its impact in the realm of general medicine, boasting a Scopus rank of #172 out of 636 and placing in the 73rd percentile of its category. The journal continuously strives to disseminate high-quality research contributions that unify experimental and computational approaches to address complex biomedical questions. Targeted towards academics, professionals, and students alike, the Journal of Integrative Bioinformatics provides essential access to innovative research that enhances our understanding of integrative methodologies in medicine and beyond, especially with converged years spanning from 2008 to 2024.

Bioinformatics Advances

Transforming Biological Research Through Computational Excellence
Publisher: OXFORD UNIV PRESSISSN: Frequency: 1 issue/year

Bioinformatics Advances, published by Oxford University Press, is an esteemed academic journal that serves as a vital platform for the dissemination of innovative research in the rapidly evolving fields of bioinformatics and computational biology. With a promising E-ISSN of 2635-0041, this journal has made significant strides since its inception in 2021, achieving a commendable Q1 ranking in both the Computer Science Applications and Genetics categories, alongside respectable Q2 rankings in Molecular Biology and Structural Biology as of 2023. Though currently not an open-access publication, its critical insights cater to an audience keen on advancing knowledge and technology in genomic studies and data analytics. The journal emphasizes high-quality research and aims to facilitate the integration of computational techniques within biological sciences, making it an essential resource for researchers, professionals, and students alike who seek to stay at the forefront of bioinformatics advancements.

Quantitative Biology

Unlocking Complex Biological Systems with Quantitative Approaches
Publisher: WILEYISSN: 2095-4689Frequency: 4 issues/year

Quantitative Biology is a prestigious journal published by WILEY, focusing on the interdisciplinary study of quantitative approaches in the biological sciences. With an ISSN of 2095-4689 and an E-ISSN of 2095-4697, this journal has established itself as a critical platform for researchers exploring complex biological systems through mathematical and computational methodologies. Operating out of China, Quantitative Biology significantly contributes to its field, holding a Q2 ranking in various categories, including Applied Mathematics and Biochemistry, Genetics and Molecular Biology, according to the latest Scopus rankings. These rankings reflect the journal's commitment to publishing high-quality research that employs advanced modeling and simulation techniques. The journal's impact is evident with its position in the 84th percentile for Applied Mathematics, indicating its relevance and growth in a competitive academic landscape. Although it does not currently operate under an Open Access model, the journal is pivotal for professionals and students alike, aiming to bridge the gap between mathematical theories and biological applications. Researchers are encouraged to submit their innovative findings and engage with the vibrant community dedicated to advancing the quantitative understanding of biological phenomena.

Frontiers in Bioinformatics

Fostering Collaboration for Breakthrough Discoveries
Publisher: FRONTIERS MEDIA SAISSN: Frequency: 1 issue/year

Frontiers in Bioinformatics is a leading academic journal dedicated to advancing the field of bioinformatics by publishing high-quality research and review articles. Published by FRONTIERS MEDIA SA, this open-access journal aims to foster innovative research, promote collaborative initiatives, and provide a platform for the dissemination of findings related to computational biology, biostatistics, and the intersection of bioinformatics with other biological disciplines. With a focus on promoting accessibility and visibility of research, Frontiers in Bioinformatics operates under a rigorous peer-review process, ensuring that all published content meets the highest academic standards. The journal has shown a commendable rank across various Scopus categories, including Mathematics, Computational Mathematics, and multiple dimensions of Biochemistry and Molecular Biology, indicating its relevance and impact within the research community. Researchers, professionals, and students will find this journal invaluable for staying abreast of the latest developments and breakthroughs in bioinformatics, enhancing their studies and professional projects.

COMPUTERS IN BIOLOGY AND MEDICINE

Empowering Research at the Convergence of Computing and Medicine
Publisher: PERGAMON-ELSEVIER SCIENCE LTDISSN: 0010-4825Frequency: 16 issues/year

COMPUTERS IN BIOLOGY AND MEDICINE is a prestigious academic journal published by Pergamon-Elsevier Science Ltd, dedicated to advancing the fields of Computer Science Applications and Health Informatics. With an impressive impact factor and ranking within the Q1 quartile for both categories, this journal plays a crucial role in disseminating high-quality research findings that influence cutting-edge developments at the intersection of computing and healthcare. Covering a broad range of topics from computational biology to medical informatics, it serves as a vital resource for researchers, professionals, and students striving to harness technology for medical advancements. The journal has been publishing since 1970 and continues to evolve, incorporating the latest trends and innovations in the field, thereby ensuring that it remains a key contributor to scientific inquiry and knowledge. With accessible content and a global reach, COMPUTERS IN BIOLOGY AND MEDICINE invites submissions that elevate the understanding and application of computational methods in biological and medical contexts.

Molecular Systems Biology

Integrating Quantitative Insights into Biological Complexity
Publisher: SPRINGERNATUREISSN: 1744-4292Frequency: 12 issues/year

Molecular Systems Biology, published by SpringerNature, is a premier open access journal that has been a cornerstone in advancing the fields of biological science since its inception in 2005. With its ISSN 1744-4292, this journal exemplifies high scholarly standards, boasting an impressive suite of impact factors, including Q1 rankings across various disciplines such as Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, and more, highlighting its significant contribution to the scientific community. The journal offers robust access options to facilitate innovative research dissemination, reaching a global audience while maintaining a commitment to fostering collaboration and dialogue among researchers, professionals, and students. With a focus on integrating quantitative approaches to biological systems, Molecular Systems Biology plays a vital role in addressing complex biological questions, paving the way for groundbreaking discoveries and advancements in healthcare, environmental sustainability, and functional genomics.

NAR Genomics and Bioinformatics

Connecting Researchers with Cutting-edge Genomic Insights
Publisher: OXFORD UNIV PRESSISSN: Frequency: 4 issues/year

NAR Genomics and Bioinformatics, published by Oxford University Press, is a leading open-access journal that has been at the forefront of research in genomics and computational biology since its inception in 2019. With an impressive impact factor and a consistent ranking in the Q1 category across multiple fields—namely Applied Mathematics, Computer Science Applications, Genetics, Molecular Biology, and Structural Biology—this journal stands as an influential platform for disseminating innovative findings and methodologies. Researchers and professionals have the opportunity to engage with high-quality, peer-reviewed articles that reflect the latest advancements in both theoretical and applied aspects of bioinformatics. The journal's commitment to open access ensures that groundbreaking research is accessible to a global audience, fostering collaboration and knowledge sharing within the scientific community. The country of publication is the United Kingdom, with a dedicated editorial team striving to maintain the highest standards of academic excellence.