Synergistic action of specialized metabolites from divergent biosynthesis in the human oral microbiome

M McKenna Loop Yao (Department of Chemical and Biomolecular Engineering, University of California Berkeley) N Nicholas A. Zill (Department of Chemical and Biomolecular Engineering, University of California Berkeley) C Colin Charles Barber (Department of Plant and Microbial Biology, University of California Berkeley) Y Yongle Du (Department of Chemical and Biomolecular Engineering, University of California Berkeley) P Peijun Lin (College of Computing, Data Science, and Society, University of California Berkeley) R Rui Zhai (Department of Chemical and Biomolecular Engineering, University of California Berkeley) E Eunice Yoon (Department of Chemical and Biomolecular Engineering, University of California Berkeley) D Dunya Al Marzooqi (Department of Chemical and Biomolecular Engineering, University of California Berkeley) W Wenjun Zhang

Abstract

Despite extensive efforts, our understanding of the virulence factors contributing to oral biofilm formation—a hallmark of dental caries—remains incomplete. We present evidence that the specialized metabolism of the oral microbiome is a critical yet underexplored factor in oral biofilm formation. Through microbiome analysis, we identified a hybrid nonribosomal peptide synthetase (NRPS) and polyketide synthase (PKS) encoding biosynthetic gene cluster that correlates with dental caries and is widely represented in oral pathogens, including Streptococcus mutans . This gene cluster produces two major mutanoclumpin metabolites, MC-584 and MC-586, which feature molecular scaffolds differing in a C–C macrocyclic linkage. Both metabolites synergistically promote robust biofilm formation of S. mutans through a rare dual-metabolite mode of action. Further, each metabolite binds uniquely to the S. mutans cell surface, resulting in distinct multicellular morphologies. The biosynthesis of mutanoclumpins employs a unique chemical logic that produces two major products, rare within PKS-NRPS assembly lines. This study underscores the importance of characterizing genes implicated in human diseases through microbiome analysis and lays the foundation for exploring strategies to inhibit streptococci-induced dental caries.

Article Details

Volume / Issue Vol. 122, Issue 34
Published August 26, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (9)

M

McKenna Loop Yao

Department of Chemical and Biomolecular Engineering, University of California Berkeley

N

Nicholas A. Zill

Department of Chemical and Biomolecular Engineering, University of California Berkeley

C

Colin Charles Barber

Department of Plant and Microbial Biology, University of California Berkeley

Y

Yongle Du

Department of Chemical and Biomolecular Engineering, University of California Berkeley

P

Peijun Lin

College of Computing, Data Science, and Society, University of California Berkeley

R

Rui Zhai

Department of Chemical and Biomolecular Engineering, University of California Berkeley

E

Eunice Yoon

Department of Chemical and Biomolecular Engineering, University of California Berkeley

D

Dunya Al Marzooqi

Department of Chemical and Biomolecular Engineering, University of California Berkeley

W

Wenjun Zhang