Pooled CRISPR Interference Screening Identifies Crucial Transcription Factors in Gas-Fermenting Clostridium ljungdahlii
Abstract
Gas-fermenting Clostridium species hold tremendous promise for one-carbon biomanufacturing. To unlock their full potential, it is crucial to unravel and optimize the intricate regulatory networks that govern these organisms; however, this aspect is currently underexplored. In this study, we employed pooled CRISPR interference (CRISPRi) screening to uncover a wide range of functional transcription factors (TFs) in Clostridium ljungdahlii, a representative species of gas-fermenting Clostridium, with a special focus on TFs associated with the utilization of carbon resources. Among the 425 TF candidates, we identified 75 and 68 TF genes affecting the heterotrophic and autotrophic growth of C. ljungdahlii, respectively. We focused our attention on two of the screened TFs, NrdR and DeoR, and revealed their pivotal roles in the regulation of deoxyribonucleoside triphosphates (dNTPs) supply, carbon fixation, and product synthesis in C. ljungdahlii, thereby influencing the strain performance in gas fermentation. Based on this, we proceeded to optimize the expression of deoR in C. ljungdahlii by adjusting its promoter strength, leading to an improved growth rate and ethanol synthesis of C. ljungdahlii when utilizing syngas. This study highlights the effectiveness of pooled CRISPRi screening in gas-fermenting Clostridium species, expanding the horizons for functional genomic research in these industrially important bacteria.
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Acknowledgement
This work was supported by the National Key R&D Program of China (2021YFC2103500), National Natural Science Foundation of China (U2032210 and 31921006), Science and Technology Commission of Shanghai Municipality (21DZ1209100), DNL Cooperation Fund, CAS (DNL202013), and Tianjin Synthetic Biotechnology Innovation Capacity Improvement Project (TSBICIP-KJGG-016).
Contributions
H.Z. and H.F. contributed equally to this work.
H.Z.: Data curation, formal analysis, investigation, methodology, resources, writing─original draft. H.F.: Data curation, formal analysis, software, writing─original draft. X.-H.X.: Conceptualization, project administration. W.J.: Conceptualization, funding acquisition, project administration, supervision. C.Z.: Conceptualization, project administration, supervision. Y.G.: Conceptualization, funding acquisition, project administration, supervision, writing─review and editing.
Data Availability
The data presented in this study are available on request from the corresponding authors. The raw data supporting these insights for NGS seq have been deposited in the NCBI database with the accession number PRJNA1016157.
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NGS profiling of crRNA library (Figure S1); flowchart illustrating the screening process for identifying the TF genes associated with the heterotrophic growth of C. ljungdahlii (Figure S2); influence of the repression of six selected TF genes on the heterotrophic growth of C. ljungdahlii in the YTF medium (Figure S3); flowchart illustrating the screening process for identifying the TF genes associated with autotrophic growth of C. ljungdahlii in gas fermentation (Figure S4); influence of the repression of 20 selected TF genes on the growth rate of C. ljungdahlii in gas fermentation (Figure S5); influence of the overexpression of 13 selected TF genes on the product (acetate and ethanol) formation of C. ljungdahlii in syngas fermentation (Figure S6); and the scoring matrix used to measure the significance of off-target hits (Figure S7); A CRISPRi library designed to target transcription factors (TFs) in C. ljungdahlii encompasses a total of 4153 crRNAs, which is directed at 425 TF genes (Table S1); CRISPRi library designed to target 400 negative control crRNAs with no binding hits in the C. ljungdahlii genome (Table S2); 75 TF genes have potential associations with the heterotrophic growth of C. ljungdahlii (Table S3); 68 TF genes have potential associations with the autotrophic growth of C. ljungdahlii on gas fermentation (Table S4); 33 TF genes play crucial regulatory roles in C. ljungdahlii grown on both sugars and C1 gases (Table S5); 35 TF genes appear to be specifically associated with the autotrophic growth of C. ljungdahlii in gas fermentation (Table S6); knockdown of 18 TF genes through CRISPRi significantly altered cell growth rate of C. ljungdahlii in gas fermentation (Table S7); strains and plasmids used in this study (Table S8); and primers used in this study (Table S9) (PDF)
Conflict of Interest
The authors declare no competing financial interest.
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Additional details
Identifiers
- ISSN
- 2161-5063
Funding
- National Key Research and Development Program of China
- 2021YFC2103500
- National Natural Science Foundation of China
- U2032210
- National Natural Science Foundation of China
- 31921006
- Science and Technology Commission of Shanghai Municipality
- 21DZ1209100
- Dalian National Laboratory for Clean Energy
- DNL202013
- Tianjin Synthetic Biotechnology Innovation Capacity Improvement Project
- TSBICIP-KJGG-016