Contact Information

jeremysiegelman@gmail.com
HDB 3.208, 1601 Trinity St
Austin, TX 78712 USA

Jeremy Siegelman

I am currently a research associate at the Clayton foundation for Research, I am appointed through the UT Austin Department of Neurosurgery under the supervision of Dr. Benjamin Umlauf. I work on engineering molecular systems that improve treatment for some of the most malignant types of cancer. Broadly speaking, my projects pertain to:

  • Generating peptides with specific physiochemical properties; and
  • Developing systems that utilize those properties to enhance the effectiveness of chemotherapeutics while reducing their harmful side effects, otherwise known as increasing the therapeutic index.

I use a combination of computational and wetlab techniques to generate peptide sequences with specific functionalities, including phage display, milestoning, and pipelines involving ESM-family models, autodock-vina, CHAARM-GUI, and GOLD. For the second part, I use a lipid-nanoparticle (LNP) based drug delivery system derived from the work of Kathlynn Brown where I can connect our chosen peptide for via strain-mediated click chemistry, yielding a fast and inexpensive way to tailor the function of our LNPs to our needs, it just depends on the peptide!

Alongside my work, I am also personally quite interested in understanding how the geometry of neural population activity is connected to its computation. I enjoy using modern tools such as MFTMA to understand the representational geometry of neural learning systems under different conditions and am working on a few projects that I hope will shine light on the connections between some of these geometric properties and their functional outcomes.

Publications & Abstracts

Aug 1, 2025 Gastroenterology

Evolution of esophageal adenocarcinoma from precursor lesion stem cells

Wa Xian, Shan Wang, Jingzhong Xie, Yusuke Yamamoto, Melina Khorrami, Yanting Zhang, Raul Caballero Montes, Caycel Desales, Melika Khorrami, Zaal Mory, Ashley Hoffman, Amber Su, Crystal Nguyen, Peter J. A. Davies, Clifford Stephan, Shuang Pan, Wengen Wu, Yuxin Liu, Jeremy Siegelman, Rebecca E. Waters, William A. Ross, Shumei Song, Mark Metersky, David G. Beer, Christopher P. Crum, and colleagues

Background & Aims: Metastatic cancers arise from a decades-long succession of increasingly virulent precursor lesions, each of which represents prospective targets for therapeutic intervention. This evolutionary process has been particularly vivid in esophageal adenocarcinoma (EAC), as this cancer and associated precursor lesions, including Barrett's esophagus (BE), low-grade dysplasia (LGD), and high-grade dysplasia (HGD), coexist in an accessible, 2-dimensional pattern in esophageal mucosa. Given the durability of these precursor lesions, it is likely that they, like EAC, rely on stem cells for their regenerative growth. To assess the role of stem cells in the evolution of EAC, we apply technology that selectively clones stem cells from the gastrointestinal tract to patient-matched endoscopic biopsies from each of the precursor lesions implicated in EAC. Methods: Histologically validated, endoscopic biopsy series were used to clone stem cells from each precursor stage, which were then characterized by gene expression, genomic, and functional assays to trace the evolutionary trajectory toward malignancy.

+ Abstract

Background & Aims: Metastatic cancers arise from a decades-long succession of increasingly virulent precursor lesions, each of which represents prospective targets for therapeutic intervention. This evolutionary process has been particularly vivid in esophageal adenocarcinoma (EAC), as this cancer and associated precursor lesions, including Barrett's esophagus (BE), low-grade dysplasia (LGD), and high-grade dysplasia (HGD), coexist in an accessible, 2-dimensional pattern in esophageal mucosa. Given the durability of these precursor lesions, it is likely that they, like EAC, rely on stem cells for their regenerative growth. To assess the role of stem cells in the evolution of EAC, we apply technology that selectively clones stem cells from the gastrointestinal tract to patient-matched endoscopic biopsies from each of the precursor lesions implicated in EAC. Methods: Histologically validated, endoscopic biopsy series were used to clone stem cells from each precursor stage, which were then characterized by gene expression, genomic, and functional assays to trace the evolutionary trajectory toward malignancy.

Mar 22, 2024 Cancer Research

Identification of intrinsic precursors of Barrett's and gastric intestinal metaplasia

Wa Xian, Frank McKeon, Yusuke Yamamoto, Melika Khorrami, Melina Khorrami, Zaal Mory, Jeremy Siegelman, Amber Su, Raul Caballero Montes, Ashley Hoffman, Jaffer Ajani, Christopher Crum, William Bachovchin, Shan Wang, Matthew Vincent, Crystal Nguyen

The origin of Barrett's esophagus (BE) and gastric intestinal metaplasia (GIM), obligate precursors of esophageal adenocarcinoma (EAC) and intestinal gastric cancer (iGC), has intrigued investigators for decades and would likely guide preemptive strategies. From endoscopic biopsies of clinically confirmed BE and GIM, we have cloned stem cells committed to intestinal metaplasia in vitro. Remarkably, the gene expression profiles of BE and GIM stem cells are highly related down to broad arrays of transcription factors compared with stem cells of the normal gastric mucosa. Using cell surface markers in common between BE and GIM stem cells, we have identified clusters of cells at the squamocolumnar junction and the distal stomach in mice and have used fluorescence-activated cell sorting (FACS) to clone these cells from both sites. These murine clones can be differentiated in air-liquid interface cultures, recapitulating key features of the human lesions.

+ Abstract

The origin of Barrett's esophagus (BE) and gastric intestinal metaplasia (GIM), obligate precursors of esophageal adenocarcinoma (EAC) and intestinal gastric cancer (iGC), has intrigued investigators for decades and would likely guide preemptive strategies. From endoscopic biopsies of clinically confirmed BE and GIM, we have cloned stem cells committed to intestinal metaplasia in vitro. Remarkably, the gene expression profiles of BE and GIM stem cells are highly related down to broad arrays of transcription factors compared with stem cells of the normal gastric mucosa. Using cell surface markers in common between BE and GIM stem cells, we have identified clusters of cells at the squamocolumnar junction and the distal stomach in mice and have used fluorescence-activated cell sorting (FACS) to clone these cells from both sites. These murine clones can be differentiated in air-liquid interface cultures, recapitulating key features of the human lesions.

Apr 4, 2023 Cancer Research

Drug combinations against Barrett's stem cells show efficacy across advanced lesions in esophageal cancer

Wa Xian, Jennifer Lin, Mona Oraei, Frank McKeon, Shan Wang, Jaffer Ajani, Christopher Crum, William Bachovchin, Melina Khorrami, Amber Su, Melika Khorrami, Shumei Song, Jeremy Siegelman, Matt Vincent, Khek Yu Ho, Yusuke Yamamoto

We have applied a single-cell cloning technology to patient-matched endoscopic biopsies of Barrett's esophagus and co-existing lesions of low-grade dysplasia (LGD), high-grade dysplasia (HGD), and esophageal adenocarcinoma (EAC). In vitro differentiation and xenografting of these clones yields epithelia with histology corresponding to the origin of these clones, and the EAC clones yield aggressive tumors in vivo. In addition, genomic analyses of these clones reveals their phylogenetic relationships based on common and accumulating mutations. In efforts to identify drugs that would target the Barrett's stem cells for preemptive therapeutics, we performed parallel screens of small molecule libraries against Barrett's stem cells and patient-matched normal esophageal stem cells. Synthetic lethal strategies ultimately yielded drug combinations that showed low nanomolar efficacy against Barrett's stem cells.

+ Abstract

We have applied a single-cell cloning technology to patient-matched endoscopic biopsies of Barrett's esophagus and co-existing lesions of low-grade dysplasia (LGD), high-grade dysplasia (HGD), and esophageal adenocarcinoma (EAC). In vitro differentiation and xenografting of these clones yields epithelia with histology corresponding to the origin of these clones, and the EAC clones yield aggressive tumors in vivo. In addition, genomic analyses of these clones reveals their phylogenetic relationships based on common and accumulating mutations. In efforts to identify drugs that would target the Barrett's stem cells for preemptive therapeutics, we performed parallel screens of small molecule libraries against Barrett's stem cells and patient-matched normal esophageal stem cells. Synthetic lethal strategies ultimately yielded drug combinations that showed low nanomolar efficacy against Barrett's stem cells.

Software Tools

Jul 2, 2026 bioinformatics

Covalent Pocket Mapper

A structural proteomics pipeline that maps covalent probe binding sites onto 3D protein surfaces using mass spec data and AlphaFold/ESMFold structures.

Apr 29, 2026 bioinformatics

Crackle Gene

A user-friendly tool for comparing two prokaryotic genomes down to the base — and up to the protein-level consequence.

Ongoing Projects

Aug 3, 2026 drug-delivery

Peptide functionalized LNPs as an alternative to ADCs

Antibody-drug conjugates have transformed cancer treatment, but the ones used against lung cancer carry a serious, often fatal side effect: interstitial lung disease. Peptide-functionalized LNPs offer an intriguing alternative; they are far less immunogenic, faster and cheaper to produce, and lack the structures thought to bring on ILD in these patients.

Aug 1, 2026 glioblastoma

Generating a peptide to reduce glioblastoma infiltration

A glypican-5-targeting peptide designed to dampen the neuronal hyperexcitability that drives glioblastoma growth and invasion.