A strategic approach to multi-omics literature retrieval in next generation mammalian cell bioprocessing

Scientific literature is being published at an exponential rate, including in the field of mammalian cell bioprocessing. At the same time, the research landscape is becoming more diverse, with the emergence of multiple specialised subfields. This rise in information availability as well as broadening of research fields has a direct impact on ease of information retrieval. While this growth offers valuable insights, it also makes information retrieval more complex. Developing effective literature search queries has become increasingly challenging. This work discusses the process of literature query search refinement and the nuances of maintaining search sensitivity and specificity in the context of multi-omics research for next-generation mammalian cell bioprocessing.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2025-11-28
DOI
https://doi.org/10.1038/s41540-025-00630-x
Primary Topic
Viral Infectious Diseases and Gene Expression in Insects
Type
article
Field-Weighted Citation Impact
0.00
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article

A strategic approach to multi-omics literature retrieval in next generation mammalian cell bioprocessing

Duygu Dikicioǧlu, E.H. Price
npj Systems Biology and Applications
Viral Infectious Diseases and Gene Expression in Insects
article

A strategic approach to multi-omics literature retrieval in next generation mammalian cell bioprocessing

Duygu Dikicioǧlu, E.H. Price
article en

Abstract

Scientific literature is being published at an exponential rate, including in the field of mammalian cell bioprocessing. At the same time, the research landscape is becoming more diverse, with the emergence of multiple specialised subfields. This rise in information availability as well as broadening of research fields has a direct impact on ease of information retrieval. While this growth offers valuable insights, it also makes information retrieval more complex. Developing effective literature search queries has become increasingly challenging. This work discusses the process of literature query search refinement and the nuances of maintaining search sensitivity and specificity in the context of multi-omics research for next-generation mammalian cell bioprocessing.

npj Systems Biology and ApplicationsVol. 12(1)
University College London (GB)
Openalex Percentile: Top 66%
Viral Infectious Diseases and Gene Expression in Insects
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