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Zahrieh, David M.

https://orcid.org/0000-0002-5106-1730

Mayo Clinic

Mayo Clinic

Citations 35

Clinical and Radiometabolic Correlatives of ddPCR Liquid Biopsy for BRAF V600 Mutated Melanoma
Bilgin, Gokce Belge , Nikanpour, Yalda , Kipp, Benjamin R. , Zahrieh, David M. , Block, Matthew S. , Stoff, Ronen , Geiersbach, Katherine B. , Johnson, Geoffrey B. , Markovic, Svetomir N.

International Journal of Cancer | April 21, 2026 | Volume: 159 | Issue: 4 | Pages: 1068-1078

10.1002/ijc.70514 Get It

ABSTRACT Circulating tumor DNA (ctDNA) as a liquid biopsy is an emerging tool used for diagnosis and disease monitoring, yet not all tumors shed DNA equally, thus currently limiting the clinical applicability of this tool. Our institution has developed and validated a droplet digital Polymerase Chain Reaction (ddPCR) ctDNA test for BRAF V600 mutation. We collected data on all BRAF mutated melanoma patients tested with the ddPCR BRAF assay at our institution over the years 2018–2024 and correlated the test results with clinical and radiological baseline parameters, with a focus on Positron Emission Tomography‐Computed Tomography (PET‐CT) data, incorporating both location of lesions and volume of disease. Linear and logistic regression modelling was used to assess possible associations between the baseline parameters and the ctDNA results. We identified 71 BRAF mutated melanoma patients, of which 65 had active disease on imaging studies and 43 had PET‐CT data available for analysis. Multivariate modelling has shown that patients were more likely to have a positive ctDNA result if they had elevated serum lactate dehydrogenase (LDH) (OR = 9.9), had a higher number of lesions on imaging studies (> 10 lesions: OR = 11.3), and if they were younger than 65 (OR = 11.8), with an AUC of 0.84. The PET‐CT calculated total metabolic tumor volume correlated with the quantitative ctDNA result with a Pearson r factor of 0.49. In conclusion, ctDNA ddPCR BRAF testing is easily obtained and might be especially beneficial for patients diagnosed with a clinically aggressive disease, based on elevated LDH, higher PET‐CT metabolic tumor volume, and younger age.
Abstract PS4-03-10: Assessing the impact of real-time serial circulating tumor cell results on the management of patients with metastatic breast cancer
Giridhar, K. V., Zahrieh, David M. , Hanna, Mina, Singh, A., Al‐Hattab, Eyad, Schumacher, P., Carroll, J., Hoppenworth, Jenna, Haddad, TC, Tevaarwerk, A. J., Rudder, B., Choong, G. M., Basu, S. , Leon-Ferre, R. A., O'Brien, T., Lewis, A., Snoo, F. de, Stork-Sloots, L., Kuhr, F. K., Lazaro, S., Prendergast, R., Spinner, D. S., Goetz, M. P., Carroll, J., Tevaarwerk, Amye J., Basu, S., Leon‐Ferre, Roberto A. , Snoo, Femke De , Stork‐Sloots, Lisette, Goetz, Matthew P.

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS4-03-10-PS4-03-10

10.1158/1557-3265.sabcs25-ps4-03-10 Get It

Abstract Introduction Serial assessments of circulating tumor cells (CTCs) in metastatic breast cancer (MBC) provide independent prognostic significance for progression free survival and overall survival. A low CTC burden (<5 CTCs / 7.5mL blood) at baseline is favorable prognostically, and reduction of CTCs during treatment indicates response to treatment (Janni, CCR 2025). Despite increasing evidence supporting its clinical validity, real-time serial CTC enumeration has not been utilized broadly in clinical practice in the U.S. The ACT-MBC study is a prospective observational study to evaluate the impact of serial CTC testing on treatment decisions and response assessment (NCT05662345). Provider (physician or advanced practitioner) perception of CTC testing is measured with questionnaires at baseline (PQ1), and for each pt during the first restaging visit (PQ2), and at the end of the study (PQ3). We previously reported PQ1 results (Giridhar, SABCS 2024). Here, we report on results of PQ2. Methods ACT-MBC prospectively enrolled patients (pts) at Mayo Clinic Rochester and Mayo Clinic Health Systems sites (Mankato, Albert Lea and Eau Claire). Pts with MBC were enrolled at time of progressive disease during any line of therapy (TNBC) or ≥2nd line metastatic therapy for ER+/HER2- disease. Pts were tested for CTCs using the FDA-cleared CellSearch® assay which included enumeration and biomarker testing on CTCs for ER, HER2, and PD-L1. The treating clinician determined the regimen and timing of restaging scans. CTC testing was performed once per cycle (every 3-4 weeks) with results returned to the treating provider within 7 days. We descriptively summarized PQ2 responses from providers who had at least one on-treatment CTC result available by the first restaging visit. We report the proportion (90% CI) of providers who agreed or strongly agreed that assessing CTCs enhanced their ability to determine response to therapy and that the CTC results helped guide their decision to continue or change therapy (co-primary endpoints) while accounting for within provider correlation. Results As of June 25, 2025, 15 providers enrolled a median of 2 pts each (range: 1 to 15 pts) and completed PQ2 surveys on 40 pts. 7 providers (47%) practiced in the community setting and 4 (27%) were nurse practitioners. Most pts were female (98%), White (98%), and had ER+/HER2- MBC (80%). Baseline (C1) CTC results were elevated (≥5 CTCs) in 24 (60%) pts (CTC range 0-609). At C2 (n=39), CTC values remained undetected in 7 pts, decreased in 21 pts, increased in 8 pts, and remained unchanged in 3 pts. At PQ2 (n=40), based on clinician interpretation of radiographic findings, results showed 2.5% of pts with complete response, 20% with partial response, 25% with stable disease, 17.5% with mixed response, and 35% with progressive disease. Clinicians reported that CTC results were concordant with imaging results in 34 (85%) responses, discordant with imaging in 7.5% of responses, and unclear in the remaining 7.5% of responses. Most clinicians (82.5%) agreed or strongly agreed that assessing CTCs enhanced their ability to determine response to therapy (90% CI: 68.3%, 96.7%). Further, 70% of providers agreed or strongly agreed that the CTC results helped guide their decision to continue or change therapy (90% CI: 50.8%, 89.2%). 32.5% of the time, CTCs results influenced the timing of the first restaging scans. In 11/25 pts without progressing disease, CTC results influenced the timing of future scans. In the 7/8 pts with a mixed response at first restaging scans with decreasing CTCs, 4 remained on the same systemic therapy. Conclusions Oncologists in academic and community practice responded that serial CTC assessments enhance ability to determine response of therapy, guide decisions to continue or change treatments, and influence timing of radiographic assessments. Citation Format: K. V. Giridhar, D. Zahrieh, M. Hanna, A. Singh, E. Al-Hattab, P. Schumacher, J. Carroll, J. Hoppenworth, T. Haddad, A. Tevaarwerk, B. Rudder, G. M. Choong, S. Basu, R. A. Leon-Ferre, T. O'Brien, A. Lewis, F. de Snoo, L. Stork-Sloots, F. K. Kuhr, S. Lazaro, R. Prendergast, D. S. Spinner, M. P. Goetz. Assessing the impact of real-time serial circulating tumor cell results on the management of patients with metastatic breast cancer [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS4-03-10.
Was It Worth It? Response Data from >650 US and International Participants in Chemoprevention Trials
Zahrieh, David M. , Strand, Carrie , Limburg, Paul J. , Jatoi, Aminah , Mandrekar, Sumithra J. , Zahrieh, David , Strand, Carrie A , Limburg, Paul J

Cancer Prevention Research | September 3, 2025 | Volume: 19 | Issue: 1 | Pages: 11-23

10.1158/1940-6207.capr-25-0180 Get It

Abstract The aim was to assess whether subject’s participation in early-phase chemoprevention trials was satisfactory and identify features associated with subjects’ satisfaction. Thirteen trials that investigated a range of candidate agents from 2006 to 2021 by the Cancer Prevention Network were included. The five-item “Was It Worth It?” (WIWI) questionnaire was administered to all subjects at the end of each trial’s intervention or at early termination. Satisfied overall was defined as a participant response of “yes” to the first three questions. Six hundred ninety-one participants from the United States, Canada, Puerto Rico, and Honduras enrolled on a trial. Six hundred fifty-two (94.4%) completed the WIWI questionnaire. Of these, 493 (75.6%) were White, non-Hispanic/Latino; 39 (6.0%) Black, non-Hispanic/Latino; 98 (15.0%) Hispanic/Latino; and 8 (1.2%) of another race/ethnicity. One hundred ninety-three were women (29.6%), 121 (17.5%) were ≥65 years, and 517 (79.3%) participated in a placebo-controlled trial. Eighty-five percent indicated being satisfied overall. Compared with White, non-Hispanic/Latino, the odds of not satisfied overall were 2.96 times higher for Black/Asian/>1 race, non-Hispanic/Latino (P < 0.001) and 0.40 times lower for Hispanic/Latino (P = 0.004). The odds of not satisfied overall was 1.9 times higher when the number of preintervention adverse events experienced was ≥1 (P = 0.012), 1.8 times higher when the percentage of the intervention duration with adverse events was >5% (P = 0.024), and 7.4 times higher for subjects who terminated the intervention early (P < 0.001). These findings can inform the design of future chemoprevention trials and help investigators improve accrual, retention, adherence, and diversity in this underexplored research setting. Prevention Relevance: The five-item “WIWI?” questionnaire, which captures the participant-reported experience of trial participation, gives the subject a voice in the development of new chemopreventative agents. This study in 652 subjects looked at satisfaction with participation in early-phase chemoprevention trials for higher-risk, cancer-free men and women. See related Spotlight, p. 7
Interferon signaling and outcomes in triple-negative breast cancer (TNBC) in FinXX, CALGB 40603 (Alliance) and real-world clinico-genomic data.
Chumsri, Saranya , Liu, Yi , Deshmukh, Sachin Kumar , Leon‐Ferre, Roberto A. , Zahrieh, David M. , Torres, Evanthia T. Roussos , Sikov, William M. , Knutson, Keith L. , Thompson, E. Aubrey , Carter, Jodi M. , Joensuu, Heikki , Boughey, Judy C. , Ingle, James N. , Couch, Fergus J. , Lustberg, Maryam B. , Stover, Daniel G. , Partridge, Ann H. , Carey, Lisa A. , Sledge, George W. , Goetz, Matthew P. , Knutson, Keith L.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 569-569

10.1200/jco.2025.43.16_suppl.569 Get It

569 Background: Several studies established the prognostic role of both the amount and locations of tumor-infiltrating lymphocytes (TILs) in TNBC. Three distinct immunotypes were described based on the amount and locations of TILs: immune enriched (IN), immune excluded, and immune desert. Using single-cell spatial transcriptomic analysis in the Mayo Clinic TNBC cohort, our previous studies showed the central role of interferon (IFN) signaling in IN phenotype. Herein, we evaluated the association between IFN and outcomes in TNBC in 3 independent datasets. Methods: NanoString IO360 was performed in 114 samples from FinXX (NCT00114816) to generate 22-gene IFNα and 33-gene IFNγ signatures. RNA sequencing was performed in 388 samples from CALGB 40603 (NCT00861705). 3038 TNBC samples were tested by WTS (NovaSeq; Caris Life Sciences, Phoenix, AZ). Median values were used as cut-offs for high vs low IFNγ RNA expression and 18-gene IFNγ signature scores. Caris Life Science CODEai was used to evaluate real-world overall survival (OS) obtained from insurance claims and calculated from tissue collection to last contact using Kaplan-Meier estimates. Chi-square, Mann-Whitney U, ANOVA, and Cox regression were used. Results: A high 22-gene IFNα signature score was associated with significantly improved recurrence-free survival (RFS) in FinXX (hazard ratio [HR] 0.32, 95% confidence interval [CI] 0.14-0.74, p 0.007) and OS (HR 0.28, 95%CI 0.12-0.66, p 0.003). Similar findings were observed with 33-gene IFNγ signature with significant improvement in RFS (HR 0.21, 95%CI 0.09-0.51, p < 0.001) and OS (HR 0.18, 95%CI 0.08-0.44, p < 0.001). Furthermore, in CALGB 40603, both IFNα and IFNγ scores were positively associated with pathologic complete response (pCR: IFNα p 0.019 and IFNγ p 0.007) and residual cancer burden (RCB: IFNα p 0.044 and IFNγ p 0.013). Using the Caris data platform to further validate, we identified 2899 TNBC patients (pts) with genomic and clinical outcome data. High IFNγ expression was associated with significant improvement in OS (25.95 vs 17.43 months; HR 0.65, 95% CI 0.59 – 0.72, p < 0.001). Similarly, pts with high IFNγ signature scores had significant improvement in median OS (25.79 vs 16.22 months; HR 0.66, 95% CI 0.6 – 0.73, p < 0.001). Conclusions: This study underscores the pivotal role of IFN signaling in TNBC. High IFNα and IFNγ signatures were consistently associated with improved RFS, OS, higher pCR rates, and lower RCB across clinical trial cohorts and real-world data. These findings signify IFN signaling as a potential key biomarker and therapeutic target in TNBC. Support: U10CA180821, U10CA180882, U24CA196171; Breast Cancer Research Foundation, Mayo Clinic Breast Cancer SPORE (P50CA116201-17), Bankhead Coley, W81XWH-15-1-0292, P50CA015083, R35CA253187; https://acknowledgments.alliancefound.org . Genentech. Clinical trial information: NCT00114816 and NCT00861705 .
Clinical outcomes of patients with stage I triple-negative breast cancer (TNBC) treated with or without chemotherapy: The Mayo Clinic experience.
Yadav, Sumeet Kumar, Reed, Sarah K., Zahrieh, David M. , Idossa, Damé , Leon‐Ferre, Roberto A. , Reed, Sarah K., Hillman, David W. , Boughey, Judy C. , Giridhar, Karthik V. , Kalari, Krishna R. , Lucas, Peter C. , Couch, Fergus J. , Ingle, James N. , Goetz, Matthew P.

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: 548-548

10.1200/jco.2025.43.16_suppl.548 Get It

548 Background: TNBC is associated with higher risk of recurrence and poorer survival rates than other breast cancer subtypes. For node-positive TNBC or tumors larger than 0.5 cm, chemotherapy is generally recommended. For stage I TNBC, the benefit from chemotherapy, the optimal regimen, and whether to administer it in the neoadjuvant versus adjuvant setting remain controversial. Here, we report the treatment patterns and clinical outcomes of patients with stage I TNBC treated at Mayo Clinic. Methods: Using the Mayo Clinic Tumor Registry data, we identified patients with stage I TNBC treated between 2010 and 2021. We used the pathologic tumor (T) category for patients treated with upfront surgery and the clinical T category for patients receiving neoadjuvant chemotherapy. We used the Kaplan-Meier method and log-rank test to compare recurrence-free survival (RFS) according to treatment groups, measured from the day of surgery. RFS was reported at a median follow-up of 3.9, 6.2, and 7.3 years for patients who received chemotherapy neoadjuvantly, adjuvantly, and surgery alone with no chemotherapy, respectively. Results: A total of 602 patients with Stage I TNBC were included, with a median age of 62 years. 290 (48%) underwent upfront surgery followed by adjuvant chemotherapy (pT1a: 2%, pT1b: 25%, pT1c: 74%), 127 (21%) received neoadjuvant chemotherapy followed by surgery (cT1a: 2%, cT1b: 11%, cT1c: 87%), and 185 (31%) underwent primary surgery without any chemotherapy (pT1mi/T1a: 33%, pT1b: 32%, pT1c: 35%). Most patients treated with neoadjuvant therapy received anthracycline/cyclophosphamide + taxane (70%), while most patients treated in the adjuvant setting received a non-anthracycline containing regimen (60%). The 5-year RFS was 96% (95% CI: 93-100%) for patients who received chemotherapy neoadjuvantly, 95% (95% CI: 92-98%) for those who received chemotherapy adjuvantly, and 85% (95% CI: 80-91%) for those treated with surgery alone and no chemotherapy ( P < 0.0001). 71 (56%) of the 127 patients who received neoadjuvant therapy achieved a pCR, with only 1 RFS event (at 14 months) in that group, compared to 4 RFS events among those not achieving pCR (at 12, 20, 28 and 75 months, respectively). Among patients not receiving chemotherapy (either adjuvantly or neoadjuvantly), the 5-year RFS rates were 94% for pT1mi/T1a, 92% for pT1b and 72% for pT1c (T1mi/a/b vs T1c, P = 0.009). Conclusions: In this large cohort of stage I TNBC, patients who received chemotherapy (adjuvantly or neoadjuvantly) had better 5-year RFS compared with those treated with locoregional therapy only. Among patients receiving chemotherapy, 5-year RFS was nearly identical regardless of whether chemotherapy was administered before or after surgery. Interestingly, patients undergoing upfront surgery were more likely to receive an anthracycline-sparing chemotherapy regimen.
Impact of systemic imaging surveillance on survival from metastatic uveal melanoma
Ryan, Velvet Van, Zahrieh, David M. , Van Ryan, Velvet, Strand, Carrie , Churchill, Robert , Dalvin, Lauren A. , Dudek, Arkadiusz Z.

Melanoma Research | May 19, 2025 | Volume: 35 | Issue: 4 | Pages: 268-275

10.1097/cmr.0000000000001042 Get It

The National Comprehensive Cancer Network (NCCN) recommended surveillance imaging intervals for uveal melanoma (UM) based on the risk of distant metastasis. The objective of this research is to evaluate if patients, treated at our tertiary cancer center, who had scans consistent with these guidelines, had improved overall survival (OS). This was a single-center, retrospective study of UM patients, who developed metastatic disease. Patients were grouped into risk-of-metastasis cohorts (low, medium, and high-risk) based on the UM NCCN guidelines v1.2023. The frequency of scans was reported within annual intervals for 5 years within the low-risk cohort and for 10 years within the medium-risk cohort, and within 6-month intervals for the first 5 years and then annually in years 6–10 within the high-risk cohort. Conditional landmark analyses were used to evaluate the relationship between OS and consistency with guidelines. Scan frequency was evaluated against socioeconomic status. Of the 740 UM patients identified (1997–2020), 110 experienced metastasis and comprised our analysis population (20 low-risk; 67 medium-risk; and 23 high-risk). The median time to death (95% confidence interval) from diagnosis of metastasis was similar between the low, medium, and high-risk cohorts at 1.2 (1.0, 2.0), 2.0 (1.7, 2.6), and 1.6 (1.3, 2.3) years, respectively. For each cohort, the OS results were similar between those who followed guidelines vs. not at each annual landmark time. Living in disadvantaged areas did not impact imaging frequency (all P > 0.05). Imaging at intervals outlined by the NCCN guidelines v1.2023 did not impact OS for patients who developed metastatic UM.
Abstract 7130: Spatially resolved single-cell analysis reveals cGAS-STING-mediated tumor-immune interactions via IFNα as determinants of pembrolizumab sensitivity in triple-negative breast cancer
Liu, Yi , Chumsri, Saranya , Ma, Yaohua , Perez, Edith A. , Leon‐Ferre, Roberto A. , Zahrieh, David M. , Knutson, Keith L. , Thompson, E. Aubrey , Carter, Jodi M. , Nassar, Aziza , Hillman, David W. , Boughey, Judy C. , Ingle, James N. , Kalari, Krishna R. , Couch, Fergus J. , Goetz, Matthew P. , Knutson, Keith L.

Cancer Research | April 21, 2025 | Volume: 85 | Issue: 8_Supplement_1 | Pages: 7130-7130

10.1158/1538-7445.am2025-7130 Get It

Abstract Purpose: While an addition of immune checkpoint inhibitor (ICI), pembrolizumab, has improved outcomes of patients with TNBC, early-stage TNBC patients with residual cancer burden (RCB) II/III after neoadjuvant chemotherapy in combination with pembrolizumab (NAP) still have poor outcomes. Previously, we demonstrated that intratumoral HLA-DRA expression and interferon-alpha (IFNα) responses were associated with immune-inflamed phenotype and better outcomes in TNBC patients receiving chemotherapy. This study utilized the CosMx™ SMI to investigate in early-stage TNBC treated with NAP. Methods: Of 151 samples from TNBC patients treated with NAP at Mayo Clinic, 8 pre-treatment biopsy samples (5 pCR and 3 RCB II/III were analyzed using the CosMx™ SMI platform. Linear mixed models to assess differential expression (DE), adjusting for hierarchical data structures. DE analyses were expressed as log2-fold changes (logFC), with the Benjamini-Yekutieli method. GSEA and IPA for signaling pathway exploration. Results: 1.7 million cells were identified across 8 samples after stringent quality control. Immune cell profiling revealed higher B cells, plasma cells, plasmablasts, and T cells (CD4 and CD8) in responders, whereas fibroblasts and myeloid cells were enriched in non-responders. DE analysis showed significantly elevated expression of HLA-DRA (logFC 1.955, p&lt;0.001), other MHC class I and II components, and IFNα in responders. Tumor cells in responders exhibited the highest IFNα expression across cell types. GSEA and IPA analysis revealed enrichment in interferon signaling, antigen presentation, and the cGAS-STING pathway, which drives IFNα production. Spatial analysis categorized cells by their proximity to tumor cells: within 50 µm, 50-100 µm, and over 100 µm. T cells, particularly CD8 T cells, showed a distance-dependent distribution, with a higher abundance near tumor cells in responders. CD8 T cell activation scores declined with increasing distance from IFNα-positive tumor cells but remained consistently low near IFNα-negative tumor cells. IFNγ-positive CD8 T cells exhibited higher activation compared to IFNγ-negative cells, with activation levels influenced by proximity to tumor cells. Lastly, MHC expression in tumor cells was examined relative to CD8 T cell proximity. HLA-DRA and CIITA expression decreased as tumor cells were farther from CD8 T cells. Conclusions: This spatially resolved single-cell analysis highlights the pivotal role of tumor-immune interactions in response to pembrolizumab in TNBC. Our data suggest that tumor cells secrete IFNα through the activation of the cGAS-STING pathway, which activates T cells within close proximity, highlighting the potential role of cGAS-STING agonist as well as IFNα signaling and antigen presentation in augmenting TNBC responses to ICIs. Citation Format: Yi Liu, Saranya Chumsri, Yaohua Ma, Jodi M. Carter, Aziza Nassar, Edith Perez, Roberto A. Leon-Ferre, David Zahrieh, David W. Hillman, Judy C. Boughey, James Ingle, Krishna R. Kalari, Fergus J. Couch, Matthew P. Goetz, Keith L. Knutson, E. Aubrey Thompson. Spatially resolved single-cell analysis reveals cGAS-STING-mediated tumor-immune interactions via IFNα as determinants of pembrolizumab sensitivity in triple-negative breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 7130.
Intracluster correlation coefficients from cluster randomized trials conducted within the NCI Community Oncology Research Program (NCORP)
Snavely, Anna C. , Lee, Ju-Whei, Pugh, Stephanie L. , Arnold, Kathryn B. , Smith, Sydney A. , Tan, Angelina D, Dockter, Travis , Zahrieh, David M. , Gunn, Heather J., Gunn, Heather , Barlow, William E. , Culakova, Eva , Kittel, Carol , Hanlon, Bret M. , Tan, Angelina D, Dressler, Emily V.

JNCI Monographs | February 24, 2025 | Volume: 2025 | Issue: 68 | Pages: 65-72

10.1093/jncimonographs/lgae048 Get It

Abstract The intracluster correlation coefficient (ICC) measures the correlation of observations within clusters and is a key parameter for power and sample size calculations for cluster randomized trials (CRTs). To facilitate the design of future CRTs within the National Cancer Institute Community Oncology Research Program (NCORP), all studies from the NCORP website were reviewed to identify completed CRTs. ICCs for primary and secondary outcomes (when available) were ascertained from these trials and summarized in this article as a resource for future trial development. Although ICCs are relatively small for many outcome cluster combinations, that is not always the case, so consideration should always be given to the specific outcome of interest, trial design, and type of cluster when estimating an ICC to facilitate trial development.
Practical design considerations for cluster randomized controlled trials: lessons learned in community oncology research
Dressler, Emily V. , Pugh, Stephanie L. , Zahrieh, David M. , Gunn, Heather J., Dressler, Emily V , Gunn, Heather , Unger, Joseph M. , Snavely, Anna C.

JNCI Monographs | February 24, 2025 | Volume: 2025 | Issue: 68 | Pages: 56-64

10.1093/jncimonographs/lgae053 Get It

Abstract Cancer care delivery research trials conducted within the National Cancer Institute (NCI) Community Oncology Research Program (NCORP) routinely implement interventions at the practice or provider level, necessitating the use of cluster randomized controlled trials (cRCTs). The intervention delivery requires cluster-level randomization instead of participant-level, affecting sample size calculation and statistical analyses to incorporate correlation between participants within a practice. Practical challenges exist in the conduct of these cRCTs due to unique trial network infrastructures, including the possibility of unequal participant accrual totals and rates and staggered study initiation by clusters, potentially with differences between randomized arms. Execution of cRCT designs can be complex, ie, if some clusters do not accrue participants, unintended cluster-level crossover occurs, how best to identify appropriate cluster-level stratification, timing of randomization, and multilevel eligibility criteria considerations. This article shares lessons learned with potential mitigation strategies from 3 NCORP cRCTs.
Abstract 1162: Tumor-immune microenvironment associated with obesity in triple-negative breast cancer in the Mayo Clinic cohort
Pang, Songhan, Liu, Yi , Ma, Yaohua , Li, Zhuo , Leon‐Ferre, Roberto A. , Zahrieh, David M. , Knutson, Keith L. , Chumsri, Saranya , Thompson, E. Aubrey , Hillman, David W. , Boughey, Judy C. , Ingle, James N. , Kalari, Krishna R. , Couch, Fergus J. , Goetz, Matthew P. , Knutson, Keith L.

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 1162-1162

10.1158/1538-7445.am2024-1162 Get It

Abstract Background: Previous studies demonstrated that obesity is associated with poor outcomes and significantly worse pathological complete response (pCR) in triple-negative breast cancer (TNBC) treated with conventional chemotherapy. Emerging studies described a phenomenon termed the obesity paradox, which referred to improved outcomes observed in obese patients treated with immune checkpoint inhibitors (ICIs). Our study aimed to determine distinct immune features in TNBC across body mass index (BMI). Methods: Characteristics and outcomes of TNBC patients treated with neoadjuvant pembrolizumab-based chemotherapy at Mayo Clinic were collected. Normal BMI was defined as 18-25 kg/m2, overweight 25-30, and obese BMI ≥ 30. NanoString CosMx, a spatial multi-omics single-cell imaging (SMI), was performed in 75 samples from the Mayo Clinic TNBC cohort (Leon-Ferre BCRT 2018). Differential expression as log 2-fold change (FC) was estimated from the linear mixed model with significance defined as two-sided p&lt; 0.05. Results: Between 2021-2023, there were 108 TNBC patients treated with neoadjuvant pembrolizumab. 25.9% were obese, 32.4% were overweight, and 41.7% had normal BMI. In contrast to previous studies with conventional chemotherapy, obese patients numerically had a higher pCR rate of 71.4% with pembrolizumab-based chemotherapy compared to 55.6% in normal and 62.9% in overweight patients. However, this difference did not reach statistical significance (obese vs. normal weight, OR 2.26, 95%CI 0.89-6.06, p 0.094). We further evaluated spatially-resolved immune features associated with obesity using CosMx SMI in 75 samples from the MC TNBC cohort. Obese patients had significantly higher intratumoral B cells (log2FC 1.88, p 0.017), stromal B cells (log2FC 2.79, p 0.001), stromal plasmablasts (log2FC 1.94, p 0.047), and stromal macrophages (log2FC 1.80, p 0.017) compared to patients with normal BMI. Obese patients also had significantly lower intratumoral myeloid dendritic cells (mDC) (log2FC -1.27, p 0.037). Similar trends were observed after standardizing cell counts per 100 tumor or stromal cells, including higher intratumoral B cells (log2FC 3.00, p 0.001), intratumoral plasmablasts (log2FC 2.00, p 0.006), intratumoral natural killer (NK) cells (log2FC 1.66, p 0.044), and stromal B cells (log2FC 1.50, p 0.008). Differential gene analyses for intratumoral B cells revealed that genes (CD74, HLA-C, HLA-DRB1, HLA-DRA, HLA-DRB) associated with the positive regulation of type 2 immune or chemokine response were upregulated. Conclusions: Using in-depth analysis with spatially defined context, our study showed that obese TNBC patients had significantly higher B cell infiltration, which is associated with improved outcomes with ICIs. Future research on how obesity alters the immune microenvironment is needed to identify potential pathways to improve outcomes with ICIs in TNBC. Citation Format: Songhan Pang, Yi Liu, Yaohua Ma, Zhuo Li, Roberto A. Leon-Ferre, David Zahrieh, David W. Hillman, Judy C. Boughey, James N. Ingle, Krishna R. Kalari, Fergus J. Couch, Matthew P. Goetz, Keith L. Knutson, Saranya Chumsri, E. Aubrey Thompson. Tumor-immune microenvironment associated with obesity in triple-negative breast cancer in the Mayo Clinic cohort [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 1162.