California Institute for Quantitative Biosciences

California Institute for Quantitative Biosciences
Name	California Institute for Quantitative Biosciences
Established	2013
Type	Research institute
Location	San Francisco, California
Parent	University of California, San Francisco
Director	TBD

California Institute for Quantitative Biosciences is an interdisciplinary research institute that integrates quantitative analysis with biological investigation to address complex problems in biomedicine, structural biology, systems biology, computational biology and biophysics. The institute fosters collaboration among researchers from University of California, San Francisco, Stanford University, Lawrence Berkeley National Laboratory, California Institute of Technology and University of California, Berkeley to advance methods in genomics, proteomics, single-cell sequencing, cryo-electron microscopy and machine learning. It engages with stakeholders including National Institutes of Health, National Science Foundation, Howard Hughes Medical Institute, Chan Zuckerberg Initiative and Wellcome Trust to translate quantitative discoveries into applications for Alzheimer's disease, cancer, infectious disease, cardiovascular disease and diabetes mellitus.

History

The institute was founded amid initiatives linking quantitative sciences and life sciences inspired by programs such as Human Genome Project, Human Cell Atlas, BRAIN Initiative, Precision Medicine Initiative and partnerships among UC Berkeley, UCSF School of Medicine, Stanford School of Medicine and Lawrence Berkeley National Laboratory. Early leadership drew faculty with affiliations to Howard Hughes Medical Institute, MacArthur Fellowship awardees, and investigators who had held grants from National Institutes of Health, Defense Advanced Research Projects Agency, and Gates Foundation. Key formative projects referenced methodologies pioneered in next-generation sequencing, single-molecule fluorescence, X-ray crystallography, cryo-EM and computational neuroscience and developed collaborations with infrastructure programs at Argonne National Laboratory, Oak Ridge National Laboratory and SLAC National Accelerator Laboratory.

Mission and Goals

The institute's mission aligns with strategic priorities articulated by National Academies of Sciences, Engineering, and Medicine and by initiatives such as NIH Common Fund to accelerate discovery through integration of quantitative modeling, high-throughput technologies, artificial intelligence, statistical genetics and bioengineering. Goals include developing reproducible pipelines comparable to standards set by European Molecular Biology Laboratory, Broad Institute, Salk Institute, Cold Spring Harbor Laboratory and Wellcome Sanger Institute; training investigators akin to programs at Whitehead Institute and Harvard Medical School; and translating tools into collaborations with Genentech, Amgen, Gilead Sciences, Pfizer and Merck for therapeutic development targeting oncology, neurodegeneration, virology and metabolic disorders.

Research Programs and Initiatives

Research efforts span programs modeled after initiatives like ENCODE, GTEx, The Cancer Genome Atlas, 1000 Genomes Project, UK Biobank and Human Microbiome Project. Core initiatives focus on integrating single-cell transcriptomics, spatial genomics, mass spectrometry proteomics, super-resolution microscopy and computational structural biology to address problems in cancer immunotherapy, antimicrobial resistance, stem cell biology, developmental biology and synthetic biology. Pilot projects have involved collaborations with teams from Stanford Medicine, UCSF Benioff Children's Hospitals, Berkeley Lab Biosciences, Gladstone Institutes and J. Craig Venter Institute to accelerate discovery pipelines using tools from TensorFlow, PyTorch, Graph Neural Networks, Bayesian inference and Markov chain Monte Carlo techniques.

Organization and Leadership

The organizational structure reflects models from Broad Institute, Salk Institute, Whitehead Institute and Gladstone Institutes, with an executive director, scientific advisory board, and program leaders drawn from faculties at UCSF, UC Berkeley, Stanford University, Caltech and Harvard University. Governance includes representatives with experience at National Institutes of Health, National Science Foundation, Howard Hughes Medical Institute, Chan Zuckerberg Initiative and Gates Foundation. Advisory committees include members affiliated with American Association for the Advancement of Science, Royal Society, National Academy of Sciences, National Academy of Medicine and recipients of awards such as the Nobel Prize, Lasker Award and Breakthrough Prize.

Facilities and Core Technologies

Facilities integrate instrumentation and platforms comparable to those at Lawrence Berkeley National Laboratory, SLAC National Accelerator Laboratory, Advanced Light Source, National Center for Microscopy and Imaging Research, and the Janelia Research Campus with core technologies including cryo-electron microscopy, X-ray crystallography, nuclear magnetic resonance, mass spectrometry, flow cytometry, next-generation sequencing, single-cell RNA-seq and spatial transcriptomics. Computational resources include high-performance clusters similar to those at XSEDE, Open Science Grid and partnerships with Google Cloud, Amazon Web Services and Microsoft Azure to support large-scale analysis for projects involving genome-wide association studies, metagenomics, proteogenomics and multimodal data integration.

Education and Training

Training programs mirror elements from NIH T32 Training grants, Howard Hughes Medical Institute, Kavli Foundation fellowships, and graduate curricula at UCSF Graduate Division, Stanford Bio-X, UC Berkeley Division of Biophysics, Caltech Biological Engineering and Harvard Biophysics Program. The institute offers postdoctoral fellowships patterned on Jane Coffin Childs Memorial Fund and Human Frontier Science Program awards, short courses inspired by Cold Spring Harbor Laboratory meetings, and workshops comparable to EMBO courses, covering computational genomics, structural methods, statistical learning, microfluidics and laboratory automation.

Collaborations and Partnerships

Partnerships include academic alliances with UCSF Health, Stanford Health Care, UC Berkeley, Caltech, Gladstone Institutes and Lawrence Berkeley National Laboratory and industry collaborations with Genentech, Amgen, Gilead Sciences, Regeneron Pharmaceuticals, Illumina and 10x Genomics. International links engage institutions such as Wellcome Trust Sanger Institute, European Molecular Biology Laboratory, Max Planck Society, Karolinska Institutet, University of Tokyo and University of Cambridge to participate in consortia similar to Human Cell Atlas and Global Alliance for Genomics and Health for data sharing, standards, and translational research.

Category:Research institutes in California