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To resolve this, we integrated a tightly regulated CRISPRi system in Pseudomonas putida with an automated mini bioreactor platform operating in turbidostat mode. By maintaining continuous exponential growth, we mapped the exact temporal dynamics of essential gene silencing. We identified a critical observation window between 7.8 and 26.7 h (corresponding to 6.4\u221223.5 cumulative cell doublings of the uninduced condition) where repression exerts its maximum physiological impact, directly preceding population takeover by target-site mutated escapers. Applying this workflow to the arginine biosynthesis pathway, multi-omics profiling disentangled transient physiological buffering from long-term mutational events, revealing that argH and argG knockdowns trigger highly diverse metabolomic perturbations. This scalable framework overcomes batch culture limitations for CRISPRi experiments, ensuring precise temporal control for accurate phenotypic characterization and reliable functional genomics.<\/jats:p>","DOI":"10.1021\/acssynbio.6c00205","type":"journal-article","created":{"date-parts":[[2026,9,18]],"date-time":"2026-09-18T20:01:25Z","timestamp":1789761685000},"page":"4023-4038","source":"Crossref","is-referenced-by-count":0,"title":["Automated Mini-Bioreactors Reveal the Temporal Dynamics and Multi-Omics Responses of CRISPRi Knockdowns in\n                    <i>Pseudomonas putida<\/i>"],"prefix":"10.1021","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9780-0228","authenticated-orcid":true,"given":"Mariana Arango","family":"Saavedra","sequence":"first","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sara","family":"Grassi","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Magnus Ganer","family":"Jespersen","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Catarina","family":"Rocha","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7211-8233","authenticated-orcid":true,"given":"Viji","family":"Kandasamy","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8191-3511","authenticated-orcid":true,"given":"Lars Keld","family":"Nielsen","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]},{"name":"The University of Queensland , , , ,","place":["Brisbane, Queensland, Australia, QLD 4072"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9313-7481","authenticated-orcid":true,"given":"Pablo Ivan","family":"Nikel","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9946-0346","authenticated-orcid":true,"given":"Stefano","family":"Donati","sequence":"additional","affiliation":[{"name":"Technical University of Denmark , , ,","place":["Kongens Lyngby, Denmark, DK-2800"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"316","published-online":{"date-parts":[[2026,9,18]]},"reference":[{"issue":"6009","key":"2026101610070258500_cit1","doi-asserted-by":"publisher","first-page":"1355","DOI":"10.1126\/science.1193990","article-title":"Manufacturing Molecules through Metabolic Engineering","volume":"330","author":"Keasling","year":"2010","journal-title":"Science"},{"issue":"18","key":"2026101610070258500_cit2","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.csbj.2014.08.010","article-title":"A Review of Metabolic and Enzymatic Engineering Strategies for Designing and Optimizing Performance of Microbial Cell Factories","volume":"11","author":"Fisher","year":"2014","journal-title":"Comput. 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