PRISM supports all faculty in recruiting postdocs. The faculty listed on this page have expressed special interest in the PRISM program and most are actively recruiting. As you look for potential postdoc mentors, consider how faculty research interests align with your own.
For an overview of how the Faculty Nomination/Selection process works, please view our Stanford PRISM Faculty Guide.
As a rule of thumb, we recommend starting with the faculty listed on this page and then expanding your search to other faculty across the university. This is not intended to be a comprehensive list of all faculty eligible to appoint postdocs through PRISM.
For School of Medicine faculty, browse SoM Departments or find details about individual faculty members in the School of Medicine via Community Academic Profiles (CAP).
For faculty outside of the School of Medicine, browse departments in the Natural Sciences, Earth Sciences, or Engineering and find details about individual faculty members in these areas via Stanford Profiles.
Please check back often -- Faculty/Lab profiles may be added or edited throughout the application period.
PRISM mentor | Research Interests |
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Nigam Shah Biomedical Informatics, Biomedical Data Sciences
Last Updated: July 13, 2022 |
We analyze multiple types of health data (EHR, Claims, Wearables, Weblogs, and Patient blogs), to answer clinical questions, generate insights, and build predictive models for the learning health system. Our group runs the country's only bedside consult service to enable better medical decisions using aggregate EHR and Claims data at the point of care. Our team leads the Stanford Medicine Program for Artificial Intelligence in Healthcare, which makes predictions that allow taking mitigating actions, and studies the ethical implications of using machine learning in clinical care. We have built models for predicting future increases in cost, identifying slow healing wounds, missed diagnoses of depression and for improving palliative care.
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Lu Chen Neurosurgery
Last Updated: June 24, 2022 |
My research program aims to understand the cellular and molecular mechanisms that underlie synapse function during behavior in the developing and mature brain, and how synapse function is altered in neurodevelopmental disorders. Within this broad research area, I am specifically interested in the following three overall themes.
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Ryann Fame Neurosurgery
Last Updated: November 28, 2022 |
Early neural progenitors respond to extrinsic cues that maintain and support their potency. These stem/ progenitor cells are in direct contact with the cerebrospinal fluid (CSF), which acts as part of their niche. Our research program encompasses the early neural stem cell niche, neural tube closure, CSF, metabolism, and cortical neuronal development. We are dedicated to broad collaboration focused on translating an understanding of neurodevelopment and CSF biology into regenerative strategies. |
Melanie Hayden Gephart Neurosurgery
Last Updated: July 13, 2022 |
We seek greater understanding of the genetic and epigenetic mechanisms driving tumorigenesis and disease progression in malignant brain tumors. We currently study the capacity of cellular and cell-free nucleic acids to inform treatment choices in patients with brain tumors, mechanisms of brain tumor cell migration, and identify potentially targetable genes and pathways. Our laboratory space lies at the heart of the Stanford campus between the core campus and the medical facilities, emblematic of the translational aspects of our work. |
Jaimie Henderson Neurosurgery, Neuroscience Institute
Last Updated: November 16, 2022 |
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Claudia K. Petritsch Neurosurgery
Last Updated: January 12, 2022 |
THE PETRITSCH BRAIN TUMOR STEM CELL AND MODELS RESEARCH LAB The Petritsch lab broadly investigates underlying causes for the intra-tumoral heterogeneity and immune suppression in brain tumors from a developmental neurobiology point of view. Defects in cell fate control could explain many key defects present in brain tumors and an understanding of how brain cells control the fate of their progeny may identify novel points of vulnerabilities to target with therapeutics. Of special emphasis, we study the establishment of cell fates within normal hierarchical brain lineages for comparison to the dysregulated cell-fate hierarchies seen in brain tumors. Our lab was the first to demonstrate that normal adult oligodendrocyte progenitor cells (OPCs) undergo asymmetric divisions to make cell fate decisions, i.e. to generate OPCs as well as differentiating cells each time they divide. Drawing from these data, we investigate whether brain tumors divide along hierarchical lineages and how oncogenic mutations might affect cell fate decisions within these hierarchies. A major line of investigation in our lab focuses on whether defects in the asymmetric division lead to aberrant cell fate decisions that cause the paradigm mixed-lineage phenotypes and the intra-tumoral heterogeneity present across tumors. To study the interactions between tumor cells and the immune system, we have developed and utilized transplantable mouse glioma models. We are tasked to facilitate and coordinate the distribution of fresh tissue from the neurosurgery operating room and have access to fresh brain tissue from patient surgeries, from which we prepare cell culture models for brain tumors and normal progenitors. We complement our work with human cells with studies in genetically engineered mouse models of gliomagenesis to conduct molecular, cellular, and bioinformatic analyses. |
Kathleen Poston Neurology & Neurological Sci, Neurosurgery
Last Updated: August 05, 2021 |
The Poston Lab seeks to understand the biological underpinnings of non-motor symptoms in patients with Lewy Body diseases, such as Parkinson's disease and Lewy Body Dementia. While our primary focus is understanding cognition and dementia, we also study other prominent non-motor symptoms such as psychosis/hallucinations, sleep disruption, orthostatic dysregulation, and others. A major focus is on the role of co-pathologies, such as Alzheimer's and vascular co-pathologies, and the role of neuro-inflammation, in the development of Lewy Body disease associated non-motor symptoms. We collect clinical, motor, neuropsychological, biological, genetic, and imaging data on patients and healthy older adults to perform our studies. |
Suzanne Tharin Neurosurgery
Last Updated: July 13, 2022 |
We study the roles of microRNAs in cortical projection neuron development, with an emphasis on corticospinal motor neurons. We have identified a group of mircoRNAs specifically enriched in corticospinal motor neurons during their development and are investigating their functions in cortical progenitors in vitro and in vivo, as well as in ES cells. |
Xinnan Wang Neurosurgery, Neuroscience Institute
Last Updated: January 28, 2022 |
Mitochondria move and undergo fission and fusion in all eukaryotic cells. The accurate allocation of mitochondria in neurons is particularly critical due to the significance of mitochondria for ATP supply, Ca++ homeostasis and apoptosis and the importance of these functions to the distal extremities of neurons. In addition, defective mitochondria, which can be highly deleterious to a cell because of their output of reactive oxygen species, need to be repaired by fusing with healthy mitochondria or cleared from the cell. Thus mitochondrial cell biology poses critical questions for all cells, but especially for neurons: how the cell sets up an adequate distribution of the organelle; how it sustains mitochondria in the periphery; and how mitochondria are removed after damage. The goal of our research is to understand the regulatory mechanisms controlling mitochondrial dynamics and function and the mechanisms by which even subtle perturbations of these processes may contribute to neurodegenerative disorders. |
Vivek Bhalla Med: Nephrology
Last Updated: January 26, 2022 |
Dr. Bhalla received his training in molecular biology at UC San Francisco. His postdoctoral work centered on the regulation of aldosterone-mediated sodium transport in health and disease. In his laboratory he uses both in vitro and in vivo approaches for several projects related to the role of the kidney in health, diabetes, and hypertension. (1) Diabetic kidney disease is costly and consequential. Diabetic kidney disease is the most common form of chronic kidney disease in the world, yet no curative therapy is available. Studies of the susceptibility of diabetic kidney disease led to the discovery of differential regulation of endothelial-specific molecule-1, Esm-1 (endocan) in susceptible strains of mice. Esm-1 is a secreted proteoglycan that is enriched in glomerular endothelium and inhibits interferon signaling in glomeruli in the setting of diabetes and other inflammatory diseases. Ongoing rescue and deletion experiments explore the role of Esm-1 in diabetes and diabetic kidney disease. We also study the regulation of Esm-1 transcription and protein stability. (2) Investigation of the mechanisms of hypertension in the setting of obesity and insulin resistance using renal tubular epithelial insulin receptor deletion challenged the role of insulin in the hypertension of obesity, insulin resistance, and the metabolic syndrome. These studies also shed light on the role of insulin in control of glucose reabsorption via SGLT2. Ongoing studies focus on molecular mechanisms of insulin-regulated SGLT2 and its contrast with insulin resistant pathways in other cell types and tissues. (3) Inhibition of sodium reabsorption using diuretics is a mainstay of therapy for hypertension and edema-forming states. Study on the consequences of diuretic therapy using tubular morphometry and single cell approaches have led to additional work on mechanisms of tubular remodeling in vivo.
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Kevin Alexander Med: Cardiovascular Medicine, Cardiovascular Med Institute
Last Updated: January 29, 2023 |
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Josh Knowles Med: Cardiovascular Medicine, Cardiovascular Med Institute, Med: Prevention Research Cntr
Last Updated: January 13, 2022 |
The overall theme of our research has been the genetic basis of cardiovascular disease across the continuum from Discovery to the development of Model Systems to the Translation of these findings to the clinic and most recently to the Public Health aspect of genetics. Currently our Discovery and basic translational efforts center on understanding the genetic basis of insulin resistance using genome wide association studies coupled advanced genetic analyses such as colocalization with exploration using in vitro and in vivo model systems including induced pluripotent stem cells and and gene editing screens.
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Craig Levin Radiology, Physics, Electrical Engineering, Bioengineering, Radiology-MIPS, Stanford Cancer Center, Cardiovascular Med Institute, Neuroscience Institute
Last Updated: March 16, 2022 |
The research interests of the molecular imaging instrumentation lab are to create novel instrumentation and software algorithms for in vivo imaging of molecular signatures of disease in humans and small laboratory animals. These new cameras efficiently image radiation emissions in the form of positrons, annihilation photons, gamma rays, and/or light emitted from molecular contrast agents that were introduced into the body and distributed in the subject tissues. These contrast agents are designed to target molecular pathways of disease biology and enable imaging of these biological signatures in tissues residing deep within the body using measurements made from outside the body. The goals of the instrumentation projects are to advance the sensitivity and spatial, spectral, and/or temporal resolutions, and to create new camera geometries for special biomedical applications. The computational modeling and algorithm goals are to understand the physical system comprising the subject tissues, radiation transport, and imaging system, and to provide the best available image quality and quantitative accuracy. The work involves designing and building instrumentation, including arrays of position sensitive sensors, readout electronics, and data acquisition electronics, signal processing research, including creation of computer models, and image reconstruction, image processing, and data/image analysis algorithms, and incorporating these innovations into practical imaging devices. The ultimate goal is to introduce these new imaging tools into studies of molecular mechanisms and treatments of disease within living subjects.
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Alison Marsden Pediatrics, Bioengineering, Mechanical Engineering, Institute for Computational and Mathematical Engineering, Cardiovascular Med Institute
Last Updated: August 09, 2020 |
The Cardiovascular Biomechanics Computation Lab develops fundamental computational methods for the study of cardiovascular disease progression, surgical methods, treatment planning and medical devices. We focus on patient-specific modeling in pediatric and congenital heart disease, as well as adult cardiovascular disease. Our lab bridges engineering and medicine through the departments of Pediatrics, Bioengineering, and the Institute for Computational and Mathematical Engineering. We develop the SimVascular open source project.
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Thomas Robinson Ped: General Pediatrics, Med: Prevention Research Cntr, Epidemiology and Population Health, Cardiovascular Med Institute, Stanford Cancer Center, Woods Institute, HumanCentered Artificial Inte
Last Updated: January 27, 2023 |
Stanford Solutions Science Lab. The Stanford Solutions Science Lab designs solutions to improve health and well-being of children, families, and the planet. Dr. Robinson originated the solution-oriented research paradigm. He is known for his pioneering obesity prevention and treatment research, including the concept of stealth interventions. His research applies social cognitive models of behavior change to behavioral, social, environmental and policy interventions for children and families in real world settings, making the results relevant for informing clinical and public health practice and policy. His research is largely experimental, conducting rigorous school-, family- and community-based randomized controlled trials. He studies obesity and disordered eating, nutrition, physical activity/inactivity and sedentary behavior, the effects of television and other screen time, adolescent smoking, aggressive behavior, consumerism, and behaviors to promote environmental sustainability. Rich longitudinal datasets of physical, physiological, psychological, behavioral, social, behavioral, and multi-omics measures are available from our many community-based obesity prevention and treatment trials in low-income and racial/ethnic minority populations of children and adolescents and their parents. Stanford Screenomics Lab - Human Screenome Project. People increasingly live their lives through smartphones. Our Stanford Screenomics app captures everything that people see and do on their smartphone screens – a record of digital life – by taking a screenshot every 5 seconds. The resulting sequence of screenshots, make up an individual’s screenome, an unique and dynamic sequence of exposures, thoughts, feelings, and actions. To date, we have collected more than 350 million screenshots from 6-12 months of phone use from national samples of about 500 hundred adults and adolescents and their parents. Opportunities available to study the screenome to understand digital media use and its impacts on health and behavior, develop novel diagnostics and prognostics from the screenome, and deliver precision interventions to improve health and well being. An opportunity to help build this paradigm-disrupting new science. |
Joseph Wu Cardiovascular Med Institute
Last Updated: July 13, 2022 |
Our lab works on biological mechanisms of patient-specific and disease-specific induced pluripotent stem cells (iPSCs). The main goals are to (i) understand basic cardiovascular disease mechanisms, (ii) accelerate drug discovery and screening, (iii) develop “clinical trial in a dish†concept, and (iv) implement precision cardiovascular medicine for prevention and treatment of patients. Our lab uses a combination of genomics, stem cells, cellular & molecular biology, physiological testing, and molecular imaging technologies to better understand molecular and pathophysiological processes. |
Joseph Wu Cardiovascular Med Institute
Last Updated: January 12, 2022 |
Joseph C. Wu, MD, PhD is Director of Stanford Cardiovascular Institute and Simon H. Stertzer, MD, Professor of Medicine and Radiology at Stanford University. His lab works on cardiovascular genomics and induced pluripotent stem cells (iPSCs). The main goals are to (i) understand basic disease mechanisms, (ii) accelerate drug discovery and screening, (iii) develop “clinical trial in a dish” concept, and (iv) implement precision medicine for patients.
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Sean Wu Cardiovascular Med Institute, Med: Cardiovascular Medicine
Last Updated: August 12, 2020 |
My laboratory seeks to identify mechanisms responsible for human congenital heart disease, the most common cause of still-births in the U.S. and one of the major contributors to morbidity and mortality in infants and toddlers. We believe that by understanding the mechanisms regulating growth and differentiation of heart precursor stem/progenitor cells during early embryonic development we can then apply these principles to understand the pathogenesis heart malformation during fetal development and to leverage them for treating adult onset heart diseases such as heart failure and arrhythmia. We currently use both genetically-modified mice as our in vivo model to understand the biology of heart development as well as induced pluripotent stem cells (iPSCs) as a in vitro model to study the process of heart cell formation. Our major areas of interests include cardiovascular developmental biology, disease modeling, tissue engineering, and regenerative biology. Within each of these areas we are particularly focused on understand the major genes that regulate the proper formation of heart chambers and the consequesnces of disrupting the normal expression of these genes and how that may lead to the development of congenital heart diseases. While mouse models are useful for studying the process of heart formation, they are not exactly like the human hearts in various ways. Since human heart fetal tissue are diffulty to obtain, we have chosen to use iPSCs derived from patients with particular congenital heart diseases to study steps involved in human heart malformation. Furthermore, to bring our work closer to treating heart disease patients, we have combined our expertise in stem cell biology with 3D biopring to make engineered functional heart tissue for screening drugs and to serve as replacement tissues for damaged heart muscles.
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Han Zhu Med: Cardiovascular Medicine, Cardiovascular Med Institute
Last Updated: February 13, 2023 |
Our lab is dedicated to discovering the underpinnings of immune-related diseases in the heart. Many cancer drugs may cause immune-related toxicity in the heart, including severe myocarditis, making it difficult for patients with cancer to get the life-saving treatments they need. We have previously discovered that several key types of immune cells may be involved in potentiating disease. We are currently performing experiments to pin down the underlying mechanisms of how immune cells may cause various inflammatory heart diseases. We use a combination of precision medicine-oriented techniques including single-cell RNA-seq, TCR-seq, and CyTOF as well as classical molecular biology, cell modeling and animal modeling to answer mechanistic questions about the pathogenesis of cardiac inflammatory diseases, with the goals of discovering therapeutic targets which can be brought to the patient bedside.
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Dean Felsher Med: Oncology
Last Updated: January 12, 2022 |
I am a Professor of Medicine-Oncology and Pathology and the Director of TRAM, ARTS and CTNT Programs. My laboratory studies how oncogenes such as MYC initiate and maintain cancer. In partic ular we have shown that shutting down oncogenes even for a brief time can revese cancer or elicit "Oncogene Addiction" For a recent review of our work please see: The MYC oncogene - the grand orchestrator of cancer growth and immune evasion Nature Reviews Clinical Oncology, 2022 Members of my laboratory are studying basic mechanisms of Oncogene Addiction, the role of Self-renewal/Stemness, Metabolism, Host Immune System, Protein We are developing novel therapuetics using small molecules, nanoparticles, proteins/peptides that can be used to target oncogenes and/or restore the immune response against cancer. We are developing new diagnostic and imaging agents using PET, Mass Spec, Nanoproteomics, MIcrofluidics. For recent examples of our work please see: Casey et al, Science, 2016; Gouw et al, Cell Metabolism, 2019; Dhanasekaran et al eLife, 2020; Swaminathan et al, Nat Comm 2020.
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James Ford Med: Oncology
Last Updated: July 13, 2022 |
The focus of our research is understanding the role of genetic changes in cancer genes in the risk and development of common cancers and on manipulating DNA repair mechanisms for the prevention and treatment of cancer. Solid tumors often exhibit high levels of reactive oxygen species (ROS) resulting in oxidative damage and the generation of 8-oxoguanine (8-oxoG), a common source of mutations and DNA damage in the cell. ROS can be generated by multiple mechanisms including activating RAS mutations, exposure to chemical carcinogens and ionizing reagents, or as a by-product of metabolic processes in the cell. ROS likely impacts the initiation of BRCA-mutated triple negative breast cancer (TNBC) through the accumulation of mutations in the cell. Up-regulating base excision repair (BER) pathways is a potentially viable approach to inhibiting tumorigenesis in BRCA-mutated individuals by reducing mutagenesis. We have identified small-molecule activators of BER and are exploring their mechanism of action and activity in cells and tumorogenesis models in mice. We are seeking a Postdoctoral scholar to work in this area who is |
Haruka Itakura Med: Oncology
Last Updated: July 13, 2022 |
The Itakura Lab has an immediate opening for a creative and motivated postdoctoral scholar to conduct applied research in the areas of machine learning and pattern/feature detection with a focus on either computer vision/image or genomic/molecular data processing and analysis. The lab focuses on implementing machine learning frameworks and radiogenomic approaches on heterogeneous, multi-scale cancer data (e.g., clinical, imaging, histopathologic, genomic, transcriptomic, epigenomic, proteomic) to accelerate discoveries in cancer diagnostics and therapeutics. Projects include prediction modeling of survival and treatment responses, biomarker (feature) discovery, cancer subtype discovery, and identification of new therapeutic targets. Guided by critical and relevant problems in oncology, these projects have the potential to lead to clinically actionable or translatable findings.
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Ronald Levy Med: Oncology
Last Updated: June 23, 2022 |
We work on cancer and the immune system. We make new monoclonal antibodies and vaccines against cancer We to animal models of cancer immunotherapy We conduct clinical trials in patients We study biopsy samples from trial patients and analyze them by high dimensional single cell analysis techniques
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Rajat Rohatgi Biochemistry, Med: Oncology
Last Updated: January 12, 2022 |
The overall goal of our laboratory is to uncover new regulatory mechanisms in signaling systems, to understand how these mechanisms are damaged in disease states and how to devise new new strategies to repair their function. Specific areas are highlighted below: 1. The Hedgehog and WNT pathways, two cell-cell communication systems that regulate the formation of most tissues during development. These same pathways play central roles in tissue stem-cell function and organ regeneration in adults. Defects in these systems are associated with degenerative conditions and cancer. 2. Signal transduction at the primary cilium and the mechanism of cilia-associated human diseases. Primary cilia are solitary hair-like projections found on most cells in our bodies that function as critical hubs for signal transduction pathways (such as Hedgehog). Over fifty human genetic diseases, called “ciliopathies,” are caused by defects in cilia. Patients with ciliopathies can show phenotypes in nearly all organ systems, suffering from abnormalities ranging from birth defects to obesity. 3. Regulation of signaling pathways by endogenous lipids. The landscape of endogenous small-molecules and their biological functions remains a terra incognita, one that provides many opportunities to discover new regulatory layers in signaling pathways and other membrane dependent processes. 4. Biomolecular condensates in cancer and cancer therapeutics. The formation of reversible, membrane-less compartments in cells by the segregation of proteins into liquid phases, hydrogels or amyloid-like assemblies is an emerging principle of cellular organization. Emerging evidence shows that some cytotoxic drugs used in oncology can accumulate in and disrupt the biophysical properties of these condensates. A future challenge is to develop strategies to target such membraneless compartments (such as the nucleolus) for effective and safe cancer therapies. 5. Cellular adaptation to extreme tissue environments. Many cells in our bodies can be considered “extremophiles,” charged with maintaining homeostasis in the face of an environment containing markedly non-physiological concentrations of ions, small molecules and toxins. For instance, cells in the kidney medulla face tissue concentrations of ions, urea and other small molecules that are several-fold higher than blood. |
Rajat Rohatgi Biochemistry, Med: Oncology
Last Updated: July 14, 2022 |
Our lab uses cellular, biochemical, and genetic approaches to understand the mechanism by which developmental signaling pathways, such as the WNT and Hedgehog pathways, function and how they are damaged in disease states. We use a broad range of approaches in our work: genome-wide CRISPR screens, proteomics, imaging, and both protein and lipid biochemistry. |
Rajat Rohatgi Biochemistry, Med: Oncology
Last Updated: July 14, 2022 |
A central focus of our laboratory is to uncover new regulatory mechanisms in cell-cell communication system, understand how these mechanisms are damaged in disease states and devise strategies to repair their function. We are actively recruiting post-doctoral fellows to join projects in the following areas:
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Andrew Gentles Biomedical Data Sciences, Biomedical Informatics, Stanford Cancer Center, Neuroscience Institute
Last Updated: January 12, 2022 |
Our research focus is in computational systems biology, primarily in cancer and more recently in neurodegenerative diseases. We develop and apply methods to understand biological processes underlying disease, using high-throughput genomic and proteomic datasets and integrating them with phenotypes and clinical outcomes. A key interest is dissecting how the cellular composition and organization of tissues affects their behaviour in disease; and how these things might be targeted for therapy or diagnostic purposes. We collaborate with many wet lab and clinical groups at Stanford, including in the areas of cancer, immunology, and neuroscience. |
Olivier Gevaert Biomedical Informatics, Biomedical Data Sciences
Last Updated: January 18, 2022 |
Vast amounts of molecular data characterizing the genome, epi-genome and transcriptome are becoming available for a wide range of complex disease such as cancer and neurodegenerative diseases. In addition, new computational tools for quantitatively analyzing medical and pathological images are creating new types of phenotypic data. Now we have the opportunity to integrate the data at molecular, cellular and tissue scale to create a more comprehensive view of key biological processes underlying complex diseases. Moreover, this integration can have profound contributions toward predicting diagnosis and treatment. The Gevaert lab focuses on achieving progress in multi-scale modeling by tackling challenges in biomedical multi-scale data fusion. Applications are in the area of complex diseases with most projects in the lab focused on oncology, and possible new directions studying neuro-degenerative & cardiovascular diseases. |
Olivier Gevaert Biomedical Informatics, Biomedical Data Sciences
Last Updated: July 13, 2022 |
Multi-omics, multi-modal, multi-scale data fusion in complex diseases using machine learning |
Aaron Newman Biomedical Data Sciences, Stem Cell Bio Regenerative Med
Last Updated: June 02, 2022 |
Our group combines computational and experimental techniques to study the cellular organization of complex tissues, with a focus on determining the phenotypic diversity and clinical significance of tumor cell subsets. We have a particular interest in developing innovative data science tools that illuminate the cellular hierarchies and stromal elements that underlie tumor initiation, progression, and response to therapy. As part of this focus, we develop new algorithms to resolve cellular states and multicellular communities, tumor developmental hierarchies, and single-cell spatial relationships from genomic profiles of clinical biospecimens. Key results are further explored experimentally, both in our lab and through collaboration, with the goal of translating promising findings into the clinic. As a member of the Department of Biomedical Data Science and the Institute for Stem Cell Biology and Regenerative Medicine, and as an affiliate of graduate programs in Biomedical Informatics, Cancer Biology, and Immunology, we are also interested in the development of impactful biomedical data science tools in areas beyond our immediate research focus, including developmental biology, regenerative medicine, and systems immunology. |
Daniel Rubin Biomedical Data Sciences, Radiology, Biomedical Informatics
Last Updated: August 17, 2020 |
The QIAI lab focuses on cutting‐edge research at the intersection of imaging science and biomedical informatics, developing and applying AI methods to large amounts of medical data for biomedical discovery, precision medicine, and precision health (early detection and prediction of future disease). The lab develops novel methods in text and image analysis and AI, including multi-modal and multi-task learning, weak supervision, knowledge representation, natural language processing, and decision theory to tackle the challenges of leveraging medical Big Data. Our exciting work is bridging a spectrum of biomedical domains with multidisciplinary collaborations with top scientists at Stanford as well as with other institutions internationally. The QIAI lab provides a unique multidisciplinary environment for conducing innovative AI-based healthcare research with a strong record of scholarly publication and achievement. Core research topics in the laboratory include: (1) automated image annotation using unsupervised methods of processing associated radiology reports using word embeddings and related methods; (2) developing methods of analyzing longitudinal EMR data to predict clinical outcomes and best treatments, (3) creating multi-modal deep learning models integrating multi-dimensional EMR and other data to discover electronic phenotypes of disease, (4) developing AI models with noisy or sparse labels (weak supervision), and cross-modal, multi-task learning, and observational AI approaches, and (5) developing and implementing algorithms for distributed computation for training deep learning models that leverage multi-institutional data while avoiding the barriers to data sharing.
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Julia Salzman Biochemistry, Biomedical Data Sciences
Last Updated: July 13, 2022 |
Statistical algorithms for genomics, RNA biology, splicing, cancer genomics, spatial transcriptomics |
Nigam Shah Biomedical Informatics, Biomedical Data Sciences
Last Updated: July 13, 2022 |
We analyze multiple types of health data (EHR, Claims, Wearables, Weblogs, and Patient blogs), to answer clinical questions, generate insights, and build predictive models for the learning health system. Our group runs the country's only bedside consult service to enable better medical decisions using aggregate EHR and Claims data at the point of care. Our team leads the Stanford Medicine Program for Artificial Intelligence in Healthcare, which makes predictions that allow taking mitigating actions, and studies the ethical implications of using machine learning in clinical care. We have built models for predicting future increases in cost, identifying slow healing wounds, missed diagnoses of depression and for improving palliative care.
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Vinicio de Jesus Perez Pulmonary & Critical Care Med
Last Updated: July 13, 2022 |
Several studies have now shown the importance of Wnt signaling for heart tissue repair in the left ventricle, but fewer studies have been done to understand Wnt’s role in right ventricle hypertrophy. The remodeling of the right ventricle during pulmonary hypertension leads to changes and impairment in the vasculature, cardiomyocyte dysfunction and fibrosis. Our lab has shown the importance of Wnt signaling in pulmonary angiogenesis and we hypothesize that Wnt expression in the cardiac cells is critical to improve their response to the pressure load and with this, prevent heart failure. Using cardiac muscle cells and endothelial cells derived from healthy and idiopathic PH patients; we are screening and comparing the expression of several Wnts between the two groups in order to find Wnt candidates for our study. We aim to find a Wnt-associated gain of function in heart cells after injury during PH |
Mildred Cho Center for Biomedical Ethics
Last Updated: February 01, 2022 |
Stanford Training Program in Ethical, Legal, and Social Implications (ELSI) Research
Job description: The postdoctoral fellow will conduct independent research on ethical, legal and social considerations arising from genetics and genomics. The fellow will be part of an interdisciplinary community including faculty and fellows from this program and other affiliated programs. Fellows are expected to gain practical experience in professional activities through programs such as the Stanford Benchside Ethics Consultation Service, a research ethics consultation program to assist life sciences researchers in the resolution of ethical concerns in their research, one of the Stanford-affiliated clinical ethics consultation services, and/or teaching. In addition to participating in SCBE and CIRGE activities, fellows will have access to a full range of courses at Stanford University, which includes genetics, social science, humanities and law courses. It is expected that the fellow may need formal coursework in genetics, ethics, or ELSI research methods. Mentors will assist the fellow in formulating an individualized curriculum and career strategies. All trainees will be expected to present their research in scholarly venues. Fellowship support includes a stipend, tuition, and health insurance. Funds will be provided by the fellowship for each fellow to travel to one meeting per year. For more information, please see our website.
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David Magnus Center for Biomedical Ethics, Med: Primary Care and Population Health
Last Updated: November 11, 2021 |
The Stanford Center for Biomedical Ethics (SCBE) is an interdisciplinary hub for faculty who do research, teaching, and service on topics in bioethics and medical humanities. SCBE researchers have pioneered new approaches to studying the ethical issues presented by new technologies in biomedicine, including Artificial Intelligence, CRISPR and Gene Therapy, Stem Cell Research, Synthetic Biology, and the Human Brain Initiative. To benefit patients, SCBE has undertaken novel, ground-breaking research to improve clinical care, including end of life care, communication between patients and physicians, care for disabled patients, and organ transplantation processes. SCBE offers postdoctoral fellowships in Ethical, Legal, and Social Implications (ELSI) Research and Clinical Ethics. We currently have an opening for a postdoctoral fellow in Clinical Ethics. View more information here. |
Ravi Majeti Med: Hematology, Stem Cell Bio Regenerative Med, Stanford Cancer Center
Last Updated: August 16, 2020 |
The Majeti lab focuses on the molecular/genomic characterization and therapeutic targeting of leukemia stem cells in human hematologic malignancies, particularly acute myeloid leukemia (AML). In parallel, the lab also investigates normal human hematopoiesis and hematopoietic stem cells. Our lab uses experimental hematology methods, stem cell assays, genome editing, and bioinformatics to define and investigate drivers of leukemia stem cell behavior. As part of these studies, we have led the development and application of robust xenotransplantation assays for both normal and malignant human hematopoietic cells. A major focus of the lab is the investigation of pre-leukemic hematopoietic stem cells in human AML.
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Catherine Blish Med: Infectious Diseases
Last Updated: November 11, 2021 |
My lab is focused on understanding host-pathogen interactions with a particular focus on innate immune responses. We apply omics approaches to dissect these interactions, performing in vivo profiling and building in vitro systems to define host-pathogen interactions. We have a particular passion for understanding the mechanisms by which NK cells recognize and respond to pathogens. We currently have projects evaluating immunity to SARS-CoV-2, HIV, influenza, and tuberculosis.
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Shirit Einav Microbiology and Immunology, Med: Infectious Diseases
Last Updated: January 12, 2022 |
Our basic research program focuses on understanding the roles of virus-host interactions in viral infection and disease pathogenesis via both molecular and systems virology/immunology single cell approaches. This program is combined with translational efforts to apply this knowledge for the development of broad-spectrum host-centered antiviral approaches to combat emerging viral infections, including dengue, encephalitic alphaviruses, SARS-CoV-2 and Ebola, and means to predict disease progression. Our studies focus on the following emerging concepts that are transforming our understanding of virus-host interactions: 1. Understanding the pathogenesis of flaviviral infections via an integrative systems immunology single cell approach. The goal of this project is to elucidate the cellular and molecular factors contributing to increased severity of dengue and Zika disease in distinct patient populations (children, adults, pregnant women). To achieve this goal, we are advancing and utilizing various single-cell immunological approaches (virus-inclusive single cell RNA-seq, CyTOF etc) and samples from our large Colombia dengue cohort (>500 patients) and Zika cohort. We are mapping an atlas of viral immune cellular targets and studying critical protective and pathogenic elements of the host response to these viruses in multiple distinct infected and bystander cell subtypes with an unprecedented resolution. The translational goals of this project are to identify candidate biomarkers associated with infection outcome and candidate targets for antiviral therapy, as well as improve vaccine strategies. 2. Deciphering the intracellular membrane trafficking pathways essential for viral pathogens. We have used proteomic and genetic approaches to identify proteins that are critical for the replication of multiple globally relevant RNA viruses including dengue virus, Zika virus, encephalitis alphaviruses, SARS-CoV-2, hepatitis C virus, and Ebola virus. We are studying the molecular mechanisms by which these viruses hijack intracellular membrane trafficking pathways for mediating key steps in their viral life cycle and are characterizing the roles these factors play in cellular biology using viruses as complexed probes. Ongoing work focuses on the roles of cellular kinases and adaptor protein complexes in viral trafficking during viral entry, assembly, release, and direct cell-to-cell spread, the role of the ESCRT machinery in intracellular viral budding, and the roles of ubiquitin signaling pathways in the regulation of trafficking during viral assembly and release. 3. Advancing the development of small molecules targeting host functions as broad-spectrum antivirals. Most direct antiviral strategies targeting viral enzymes provide a “one drug, one bug” approach and are associated with the emergence of viral resistance. We have discovered several host functions exploited by multiple viruses as targets for broad-spectrum antivirals. We have demonstrated the utility of a repurposed approach that inhibits these factors in suppressing replication of multiple RNA viruses both in vitro and in mouse models and are advancing this approach into the clinic and studying its mechanism of action. In parallel, we are developing chemically distinct small molecules targeting various cellular functions as pharmacological tools to study cell biology and viral infection and as broad-spectrum antivirals to combat SARS-CoV-2, dengue virus, encephalitic alphaviruses and Ebola virus.
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Stephen Luby Med: Infectious Diseases
Last Updated: August 09, 2021 |
Dr. Luby’s research group is engaged in several efforts to generate knowledge that will alter the way that bricks are manufactured across South Asia so that they generate less air pollution, less climate change and tens of thousands fewer deaths per year. This involves: 1) evaluating interventions to improve combustion efficiency within brick kilns and so simultaneously reduce coal costs for producers while generating less pollution 2) using remote sensing to specify the location of brick kilns and ultimately evaluate their emissions. Another strand of his work looks at the release of lead into the environment in low and middle income countries, seeks to identify the sources of lead that is generating the greatest public health burden and develops and evaluates interventions to reduce this burden. His research group also explores practical interventions to reduce infectious disease transmission in low and middle income countries. These activities include efforts to maximize the uptake of masks, water treatment and vaccines with careful evaluation of the impact of these interventions. His research group explores strategies to reduce the risk of pathogen transmission in healthcare facilities in lower income countries.
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Julie Parsonnet Med: Infectious Diseases, Epidemiology and Population Health
Last Updated: January 27, 2023 |
I am an infectious diseases physician and epidemiologist OUr lab is well know internationally in two major areas: 1. The role of infections in chronic diseases and 2. Physiologic changes in humans over time, specifically the decrease in human body temperature. 3. Novel surveillance projects, especially serosurveys done through the mail and the use of wastewater to track infections. Right now, projects that could integrate a post-doctoral fellow include: In addition, my research group works on gun violence prevention. 1. Analysis of a California population-based serosurvey on SARS-COV2 infection, including information on human behaviors (mask wearing, social , vaccination) and demographics (age, race, education), We could expand this study to look at other infectious diseases as well. 2. Research assessing the association between high normal body temperature and longevity. 3. Gun violence prevention. Gun violence is a national tragedy. We have two major projects in this area: a. A project with Santa Clara County Department of Public health that combines the many data sources on gun violence across the county (Police, hospitals,EMT, schools, health departments), bring together stakeholders at community organizations across the county fighting gun violence and work with health care workers to identify strategies to educate patients on gun violence prevention. b. Educational project development to teach physicians across the county how to talk to patients about gun violence
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Julie Parsonnet Med: Infectious Diseases, Epidemiology and Population Health
Last Updated: January 27, 2022 |
Dr. Parsonnet is an Infectious Diseases epidemiologist and clinician. The Parsonnet lab works to understand how infectious agents influence the development of chronic diseases. During the COVID crisis, the lab has also been actively involved in a wide range of investigations of this disease ranging from large seroepidemiologic studies to novel treatment trials to collaborative studies on COVID immunology. Studies that could potentially take a fellow include:
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David Relman Med: Infectious Diseases
Last Updated: July 14, 2022 |
The primary research focus of the Relman Lab is the human indigenous microbiota (microbiome), and in particular, the nature and mechanisms of variation in patterns of microbial diversity within the human body as a function of time (microbial succession), space (biogeography within the host landscape), and in response to perturbation, e.g., antibiotics (community robustness and resilience). One of the goals of this work is to define the role of the human microbiome in health and disease. We are particularly interested in measuring and understanding resilience in the human microbial ecosystem. Our work includes the human oral cavity, gut, and female reproductive tract, as well as an analysis of microbial diversity in marine mammals. This research integrates theory and methods from ecology, population biology, environmental microbiology, genomics and clinical medicine.
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Upi Singh Med: Infectious Diseases
Last Updated: July 13, 2022 |
Singh lab - basic and translational science for parasitic amebic pathogens including gene expression, developmental control and identification of new drug regimens.
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Andrew Mannix Materials Sci & Engineering, Geballe Lab for Adv Mat
Last Updated: July 13, 2022 |
Building synthetic solids with atomic precision from layered sheets and other nanomaterials. Scanning probe characterization of atomic-scale electronic and opto-electronic phenomena. 2D materials and thin film growth. |
Alison Marsden Pediatrics, Bioengineering, Mechanical Engineering, Institute for Computational and Mathematical Engineering, Cardiovascular Med Institute
Last Updated: August 09, 2020 |
The Cardiovascular Biomechanics Computation Lab develops fundamental computational methods for the study of cardiovascular disease progression, surgical methods, treatment planning and medical devices. We focus on patient-specific modeling in pediatric and congenital heart disease, as well as adult cardiovascular disease. Our lab bridges engineering and medicine through the departments of Pediatrics, Bioengineering, and the Institute for Computational and Mathematical Engineering. We develop the SimVascular open source project.
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Sheri Krams Immunity Transplant Infection
Last Updated: August 12, 2020 |
Current Research Projects
• Pediatric Research Immune Network on SARS-CoV-2 and MIS-C (PRISM) • Identification and Therapeutic Targeting of a Novel Cell Population in Rejection of Vascularized Composite Allotransplantation • Exosomes as a Reliable Noninvasive Method for Monitoring VCA Graft Rejection • Exosomes and the Immune Response in Allograft Outcomes in Pediatric Transplant
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Sheri Krams Immunity Transplant Infection, Surg: Transplantation Surgery
Last Updated: June 23, 2022 |
Our research focuses on the control of immune responses to alloantigen and viruses (EBV, SARS-CoV-2) using both experimental models and human immunology. Current studies ongoing in the lab are: Insight into Development and Progression of Multi-System Inflammatory Syndrome and COVID in Children. Molecular and Cellular Immunobiology/CyTOF/bioinformatics
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William Robinson Med: Immunol and Rheumatology, Immunity Transplant Infection
Last Updated: January 12, 2022 |
Our lab studies the molecular mechanisms of and develops therapies to treat autoimmune and rheumatic diseases, with a focus on rheumatoid arthritis, osteoarthritis, multiple sclerosis, and systemic lupus erythematosus. The overriding objectives of our laboratory are: 1) To investigate the mechanisms underlying autoimmune diseases. 2) To develop novel diagnostics and therapeutics for autoimmune and rheumatic diseases. 3) To investigate the role of innate immune inflammation in osteoarthritis. We perform translational research, with the goal of rapidly converting discoveries made at the bench into practical patient care tools and therapies.
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Agnieszka Czechowicz Pediatrics, Stem Cell Bio Regenerative Med
Last Updated: February 01, 2022 |
The lab's current research is aimed primarily at understanding how hematopoietic stem cells interact with their microenvironment in order to subsequently modulate these interactions to ultimately improve bone marrow transplantation and unlock biological secrets that further enable regenerative medicine broadly. We are primarily focused on studying the cell surface receptors on hematopoietic stem/progenitor cells and bone marrow stromal cells, and are actively learning how manipulating these can alter cell state and cell fate. We have also pioneered several antibody-based conditioning methods that are at various stages of clinical development to enable safer stem cell transplantation. There are many exciting opportunities that stem from this work across a variety of disease states ranging from rare genetic diseases, autoimmune diseases, solid organ transplantation, microbiome and cancer. While we are primarily focused on blood and immune diseases, the expanded potential of this work is much broader and can be applied to other organ systems as well and we are very eager to develop collaborations across disease areas. The Czechowicz lab hopes to further add in the field of translation research. Goals
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