Investigator

Daniel Spakowicz

Assistant Professor · The Ohio State University Comprehensive Cancer Center, Internal Medicine

About

DSDaniel Spakowicz
Papers(2)
Differential Infiltra…Bridging the Gap from…
Collaborators(10)
David M. O'MalleyFloor BackesGeorge WeinerHoward ColmanIgor PuzanovIslam EljilanyJose Conejo-GarciaJulia ChalifJulian Marin-AcevedoLaura M. Chambers
Institutions(9)
The Ohio State Univer…The Ohio State Univer…University Of Iowa He…Huntsman Cancer Hospi…Roswell Park Cancer I…H. Lee Moffitt Cancer…Cleveland ClinicIndiana UniversityThe Ohio State Univer…

Papers

Differential Infiltration of Key Immune T-Cell Populations Across Malignancies Varying by Immunogenic Potential and the Likelihood of Response to Immunotherapy

Background: Solid tumors vary by the immunogenic potential of the tumor microenvironment (TME) and the likelihood of response to immunotherapy. The emerging literature has identified key immune cell populations that significantly impact immune activation or suppression within the TME. This study investigated candidate T-cell populations and their differential infiltration within different tumor types as estimated from mRNA co-expression levels of the corresponding cellular markers. Methods: We analyzed the mRNA co-expression levels of cellular biomarkers that define stem-like tumor-infiltrating lymphocytes (TILs), tissue-resident memory T-cells (TRM), early dysfunctional T-cells, late dysfunctional T-cells, activated-potentially anti-tumor (APA) T-cells and Butyrophilin 3A (BTN3A) isoforms, utilizing clinical and transcriptomic data from 1892 patients diagnosed with melanoma, bladder, ovarian, or pancreatic carcinomas. Real-world data were collected under the Total Cancer Care Protocol and the Avatar® project (NCT03977402) across 18 cancer centers. Furthermore, we compared the survival outcomes following immune checkpoint inhibitors (ICIs) based on immune cell gene expression. Results: In melanoma and bladder cancer, the estimated infiltration of APA T-cells differed significantly (p = 4.67 × 10−12 and p = 5.80 × 10−12, respectively) compared to ovarian and pancreatic cancers. Ovarian cancer had lower TRM T-cell infiltration than melanoma, bladder, and pancreatic (p = 2.23 × 10−8, 3.86 × 10−28, and 7.85 × 10−9, respectively). Similar trends were noted with stem-like, early, and late dysfunctional T-cells. Melanoma and ovarian expressed BTN3A isoforms more than other malignancies. Higher densities of stem-like TILs; TRM, early and late dysfunctional T-cells; APA T-cells; and BTN3A isoforms were associated with increased survival in melanoma (p = 0.0075, 0.00059, 0.013, 0.005, 0.0016, and 0.041, respectively). The TRM gene signature was a moderate predictor of survival in the melanoma cohort (AUROC = 0.65), with similar findings in testing independent public datasets of ICI-treated patients with melanoma (AUROC 0.61–0.64). Conclusions: Key cellular elements related to immune activation are more heavily infiltrated within ICI-responsive versus non-responsive malignancies, supporting a central role in anti-tumor immunity. In melanoma patients treated with ICIs, higher densities of stem-like TILs, TRM T-cells, early dysfunctional T-cells, late dysfunctional T-cells, APA T-cells, and BTN3A isoforms were associated with improved survival.

Bridging the Gap from Bench to Bedside: A Call for In Vivo Preclinical Models to Advance Endometrial Cancer and Cervical Cancer Immuno-oncology Research

Abstract Advanced-stage endometrial and cervical cancers are associated with poor outcomes despite contemporary advances in surgical techniques and therapeutics. Recent clinical trial results have led to a shift in the treatment paradigm for both malignancies, in which immunotherapy is now incorporated as the standard of care up front for most patients with advanced endometrial and cervical cancers as the standard of care. Impressive response rates have been observed, but unfortunately, a subset of patients do not benefit from immunotherapy, and survival remains poor. Continued preclinical research and clinical trial development are crucial for our understanding of resistance mechanisms to immunotherapy and maximization of therapeutic efficacy. In this setting, syngeneic models are preferred over xenograft models as they allow for the evaluation of the tumor–immune interaction in an immunocompetent host, most closely mimicking the tumor–immune interaction in patients with cancer. Unfortunately, significant disparities exist about syngeneic models in gynecologic malignancy, in which queries from multiple large bioscience companies confirm no commercial availability of endometrial or cervical cancer syngeneic cell lines. Published data exist about the recent development of several endometrial and cervical cancer syngeneic cell lines, warranting further investigation. Closing the disparity gap for preclinical models in endometrial and cervical cancers will support physician scientists, basic and translational researchers, and clinical trialists who are dedicated to improving outcomes for our patients with advanced disease and poor prognosis.

95Works
2Papers
22Collaborators
NeoplasmsColorectal NeoplasmsLung NeoplasmsTumor MicroenvironmentPrognosisCell Line, TumorSquamous Cell Carcinoma of Head and Neck

Positions

2022–

Assistant Professor

The Ohio State University Comprehensive Cancer Center · Internal Medicine

2018–

Research Assistant Professor

The Ohio State University · Internal Medicine & Biomedical Informatics

2013–

Postdoctoral Research Associate

Yale University · Molecular Biophysics and Biochemistry

2014–

Postdoctoral Researcher

The Jackson Laboratory for Genomic Medicine and Yale University · Microbial Genetics

2013–

Lecturer, Rainforest Expedition and Laboratory Course

Yale University · Molecular Biophysics and Biochemistry

Education

2017

MS

Yale University · Computational Biology and Bioinformatics

2013

PhD

Yale University · Molecular Biophysics and Biochemistry

2004

BS

University of Minnesota Twin Cities · Biochemistry, Ecology, Chemistry

Country

US

Keywords
microbiomebioinformaticscancerimmunotherapydietfunginatural products