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Wheeler, Caroline E.

https://orcid.org/0000-0002-3374-4909

Mayo Clinic

The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute

Citations 3

Comparative analysis of the tumor microbiome, molecular profiles, and immune cell abundances by HPV status in mucosal head and neck cancers and their impact on survival
Upadhyay, Rituraj , Dhakal, Aastha , Singh, Malvenderjit Jagjit, Karivedu, Vidhya , Bhateja, Priyanka, Valentin, Sasha, Gamez, Mauricio E. , Konieczkowski, David J. , Baliga, Sujith , Grecula, J.C., Blakaj, Dukagjin , Spakowicz, Daniel , Jhawar, Sachin R , Spakowicz, Daniel , Wheeler, Caroline E. , Hoyd, Rebecca , Bonomi, Marcelo , Gogineni, Emile , Mitchell, Darrion , Denko, Nicholas C. , Jhawar, Sachin R.

Cancer Biology & Therapy | May 9, 2024 | Volume: 25 | Issue: 1 | Pages: No page available

10.1080/15384047.2024.2350249 Get It

De-correlating immune checkpoint inhibitor toxicity and response in melanoma via the microbiome.
Williams, Nyelia , Husain, Marium , Lynn, Mari, Bibi, Amna , Conrad, Bailey, Gray, Shannon, Bodnar, Michael, Arya, Namrata , Roberts, Scott, Hoang, Phuong , Apparicio, Jessica, Merrill, Deanna, Kendra, Kari , Wheeler, Caroline E. , Hoyd, Rebecca , Meara, Alexa Simon , Bodnar, Michael, Roberts, Scott, Merrill, Deanna, Wu, Richard Cheng Han , Verschraegen, Claire F , Burd, Christin Elizabeth , Spakowicz, Daniel

Journal of Clinical Oncology | June 4, 2023 | Volume: 41 | Issue: 16_suppl | Pages: 9569-9569

10.1200/jco.2023.41.16_suppl.9569 Get It

9569 Background: Immune-checkpoint inhibitor (ICI) immunotherapy increases survival in patients with melanoma. Yet only half of the patients respond, and 10-40% of patients experience immune-related adverse events (irAEs). Previous studies have found a correlation between the development of an irAE and treatment response. Modifying the gut microbiome could positively affect response to ICIs and reduce toxicities. We sought to determine if the microbiome at the onset of treatment, during an irAE, and at 12 weeks, can predict the response or toxicity during ICI treatment for metastatic melanoma. Methods: Melanoma patients (pts) > 18 yo treated with ICI enrolled in a prospective observational cohort study at The Ohio State University Comprehensive Cancer Center Skin Cancer Clinic. Excluded were patients on corticosteroids at the start of ICI cycle 1, except for adrenal physiologic replacement. Stools were collected at baseline, within 2 days of an adverse event assessed by physician chart review using CTCAE (Common Terminology Criteria for Adverse Events) v5.0, and at 12 weeks. Response (ORR) to ICIs was assessed by Response Evaluation Criteria in Solid Tumors (RECIST v1.1) q12 weeks and progression-free survival recorded. Metagenomic whole-genome shotgun sequencing was performed on an Illumina NovaSeq 6000 and classified using HUMAnN3. The effect of microbe relative abundances on irAEs was modeled by logistic regression with the R package glmm. Results: Of the 88 patients enrolled, 48 had metastatic disease with 32 assessable for response. ORR at 12 weeks was 28% (1 CR, 8 PR, 17 SD, and 6 PD) and 24 patients showed PFS at 12 months. Grade > 2 irAEs were observed in 11/48 pts. Abundance of Bacteroides dorei (False Discovery Rate Corrected p-value = 9.5E-07) and Blautia species CAG:257 (padj = 0.001) were enriched in responders, Prevotella Stercorea (padj = 1.1E-07) and a phage with a predicted target of Salmonella (padj = 8.3E-09) in non-responders. Responders with an irAE had enrichment of Bacteroides plebeius (padj = 4.2E-13) and Bacteroides coprophilus (padj = 0.0002) whereas responders without irAE had enrichment of Eubacterium siraeum (padj = 7.2E-05). Conclusions: Longitudinal and event-driven biospecimen collection in patients treated with ICIs showed several bacteria and viruses but no fungi associated with response, with and without the development of an irAE. The abundance of the two high-taxonomic rank microbe groups is significantly associated with irAEs. The association with the Bacteroides Genus is consistent with previous studies and is associated with response to ICIs. A microbiome abundant in Bacteroides and lacking Prevotella is associated with response to ICI. An abundance of Bacteroides could be a biomarker for irAEs, and an abundance of Eubacterium, a biomarker for response without irAEs. Future analyses are necessary to assign causal roles for microbe biomarkers with specific irAEs. Clinical trial information: NCT05102773 .
Association between Tumor Microbiome and Hypoxia across Anatomic Subsites of Head and Neck Cancers
Dhakal, Aastha , Upadhyay, Rituraj , Wheeler, Caroline E. , Karivedu, Vidhya , Gamez, Mauricio E. , Valentin, Sasha, Vanputten, Meade, Bhateja, Priyanka, Bonomi, Marcelo , Konieczkowski, David J. , Baliga, Sujith , Mitchell, Darrion , Grecula, J.C., Blakaj, Dukagjin , Jhawar, Sachin R. , Spakowicz, Daniel , Wheeler, Caroline , Bhateja, Priyanka , Bonomi, Marcelo , Mitchell, Darrion L , Jhawar, Sachin R , Spakowicz, Daniel , Hoyd, Rebecca , VanPutten, Meade, Denko, Nicholas C.

International Journal of Molecular Sciences | December 8, 2022 | Volume: 23 | Issue: 24 | Pages: 15531

10.3390/ijms232415531 Get It

Purpose/Objective(s): Microbiome has been shown to affect tumorigenesis by promoting inflammation. However, the association between the upper aerodigestive microbiome and head and neck squamous cell carcinoma (HNSCC) is not well established. Hypoxia is a modifiable factor associated with poor radiation response. Our study analyzed the HNSCC tumor samples from The Cancer Genome Atlas (TCGA) to investigate the relationship between different HNSCC tumor subsites, hypoxia, and local tumor microbiome composition. Results: A total of 357 patients were included [Oral cavity (OC) = 226, Oropharynx (OPx) = 53, and Larynx/Hypopharynx (LHPx) = 78], of which 12.8%, 71.7%, and 10.3%, respectively, were HPV positive. The mean (SD) hypoxia scores were 30.18 (11.10), 24.31 (14.13), and 29.53 (12.61) in OC, OPx, and LHPx tumors, respectively, with higher values indicating greater hypoxia. The hypoxia score was significantly higher for OC tumors compared to OPx (p = 0.044) and LHPx (p = 0.002). There was no significant correlation between hypoxia and HPV status. Pseudomonas sp. in OC, Actinomyces sp. and Sulfurimonas sp. in OPx, and Filifactor, Pseudomonas and Actinomyces sp. in LHPx had the strongest association with the hypoxia score. Materials/Methods: Tumor RNAseq samples from TCGA were processed, and the R package “tmesig” was used to calculate gene expression signature, including the Buffa hypoxia (BH) score, a validated hypoxia signature using 52 hypoxia-regulated genes. Microbe relative abundances were modeled with primary tumor location and a high vs. low tertile BH score applying a gamma-distributed generalized linear regression using the “stats” package in R, with adjusted p-value < 0.05 considered significant. Conclusions: In our study, oral cavity tumors were found to be more hypoxic compared to other head and neck subsites, which could potentially contribute to their radiation resistance. For each subsite, distinct microbial populations were over-represented in hypoxic tumors in a subsite-specific manner. Further studies focusing on an association between microbiome, hypoxia, and patient outcomes are warranted.