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【Seminar Report】WPI-Bio2Q Open Seminar: Arjun S. Raman, MD PhD

March 16, 2026

March 16, 2026

Keio University Human Biology-Microbiome-Quantum Research Center (WPI-Bio2Q) held a seminar as follows.

15:00 -16:00, March 12, 2026

Venue:
2F Meeting Room, Center for Integrated Medical Research, Shinanomachi Campus, Keio University

Arjun S. Raman, MD PhD
Assistant Professor, Department of Pathology
The University of Chicago
USA

“Statistical design of a synthetic microbiome that suppresses diverse gut pathogens”

Engineering functional bacterial consortia holds great promise for addressing challenges facing humanity today but is a substantial challenge due to complexity: emergent interactions arise from interactions between strains that are unpredictable from considering the properties of strains in isolation. We successfully engineered a 15-member complex bacterial consortium (‘SynCom15’) that clears multidrug resistant Klebsiella pneumoniae through a statistical process agnostic to strain phenotype, strain-strain interactions, or mechanism of action. This statistical process—’Constraint Distillation’—yielded SynCom15 through zero-shot design: no iteration and optimization required. Our work opens the possibility of statistical design for enabling synthetic ecology.

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【Publication】Frustration-enhanced quantum annealing correction models with addit...

Researchers from Bio2Q and Keio University have demonstrated that introducing additional interactions between copies of a quantum optimization problem can improve the performance of quantum annealers. By exploiting a phenomenon known as frustration, their approach enables more reliable identification of optimal solutions, even with short computation times and challenging energy conditions. These f...