Patricia A Ganz’s research while affiliated with Sylvester Comprehensive Cancer Center and other places

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Publications (932)


Clinician and Patient Perspectives on a Patient-Facing Online Breast Cancer Symptom Visualization Tool
  • Article

April 2025

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7 Reads

JCO Clinical Cancer Informatics

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Michael Luu

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Patricia A Ganz

PURPOSE Endocrine treatments for patients with hormone-sensitive breast cancer are associated with significant side effects that can negatively affect health-related quality of life and result in treatment discontinuation. The objective of this qualitative study was to obtain feedback from stakeholder clinicians and patients about an online interactive tool that was designed to provide information and visualizations of breast cancer symptoms. METHODS The online Breast Cancer Symptom Explorer tool was developed to allow patients to visualize trajectories for common symptoms associated with tamoxifen and anastrozole using symptom data from the NSABP B35 breast cancer clinical trial. To refine the tool, virtual focus groups were conducted among oncology clinicians and women with a history of breast cancer who had received treatment with an aromatase inhibitor or tamoxifen, seeking feedback on the tool and its potential usefulness. Discussions took place using a secure web-conferencing platform following a semi-structured interview guide. Focus groups were audio-recorded, transcribed, and analyzed using reflexive thematic analysis. RESULTS Nine focus groups were conducted (n = 21 participants: eight clinicians and 13 patients). Key benefits and barriers to tool use emerged from the discussions. Both patients and oncologists valued the ability to engage with the tool and visualize symptoms over time. They indicated that ideal settings for its use would be at home before treatment initiation. Combinations of graphical representations with text were perceived to be most effective in communicating symptoms. Key barriers identified included concerns about accessibility to the tool and digital literacy, with recommendations to simplify the text and provide health literacy support to enhance its clinical utility in the future. CONCLUSION Clinician and patient involvement was critical for refinement of the breast cancer symptom explorer and provided insights into its future use and evaluation of the tool in clinical decision making.


Feasibility of frequent monitoring of symptoms using the PRO-CTCAE in the NRG-BR004 clinical trial

April 2025

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3 Reads

JNCI Cancer Spectrum

Background The PRO-CTCAE Measurement System was designed to enhance the quality of the standard toxicity evaluation in clinical trials. We developed a sub-study within NRG BR004, a phase III clinical trial in patients with newly documented HER2-positive metastatic breast cancer (MBC), to examine the added value and feasibility of frequent PRO-CTCAE data collection. Methods Patients were asked to complete 23 PRO-CTCAE items assessing 12 symptoms. Electronic PRO (ePRO) reporting was preferred; however, paper administration was allowed. The data on items assessed before treatment initiation, then weekly during Cycles 1-2 (12 weeks) are presented herein. Feasibility of frequent assessment with ePRO reporting was assessed using these data and was pre-defined as ≥ 25% of patients being compliant (submitted ≥75% of scheduled assessments). We also examined PRO-CTCAE and clinician-reported CTCAE data for key symptoms using maximum toxicity grade and the toxicity index (TI). Results Overall, 80% of patients (82 of 103) were compliant with expected weekly assessments (90% CI : 0.72-0.86). For all symptoms, the median maximum grade (TI value) of clinician-reported CTCAE was lower than the median maximum score (TI value) of patient-reported PRO-CTCAE. The differences in the data trend for weekly vs less frequent assessment were more apparent when data were evaluated using the TI vs the maximum score. Conclusions Weekly assessments within the first two chemotherapy cycles were feasible in this trial of MBC patients. As expected, patients reported greater severity of symptoms than clinicians. Demonstrating the feasibility of frequent assessment could have implications for future research and clinical practice. ClinicalTrials.gov NCT03199885 (https://clinicaltrials.gov/study/NCT03199885).


Flow chart
Percentage of patients with an overall cognitive impairment and impaired cognitive domain according to APOE4 status. Note: no significant difference was observed
Cognitive changes according to APOE4 and ET status (linear mixed models. *: p value < 0.05). Note: models were adjusted for age (< 50, 50–70, > 70 years old), level of education (< 10 years, 10-12 years, > 12 years), smoking status (ever, never), menopausal status, chemotherapy, and cognition at baseline
Interaction between APOE Ɛ4 status, chemotherapy and endocrine therapy on cognitive functioning among breast cancer survivors: the CANTO-Cog longitudinal study
  • Article
  • Full-text available

February 2025

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24 Reads

Breast Cancer Research

Background Apolipoprotein Ɛ4 genotype (APOE4) has been associated with cancer-related cognitive impairment, but its interaction with treatments remains unclear. This longitudinal study aims to evaluate the association between APOE4 and cognitive impairment in women with breast cancer (BC) undergoing chemotherapy (CT) or endocrine therapy (ET). Findings Patients with stage I–III breast cancer completed cognitive tests at diagnosis (before surgery), then at year-1, year-2, and year-4 post-diagnosis. APOE4 status (APOE4+ [carriers] vs. APOE4− [non-carriers]) was genotyped from blood sample. Cognitive outcomes included episodic memory, working memory, attention, processing speed, and executive functions. Patients were defined as having overall cognitive impairment if ≥ 2 domains were impaired. We fitted logistic and linear mixed models to assess associations of APOE4 status with cognitive impairment over time and interactions of APOE4 with CT and ET. Among 334 patients, 64 (19%) were APOE4+, 117 (35%) patients were treated with CT, 41 (12%) with ET, and 162 (49%) with CT+ET. There were no significant association between overall cognitive impairment and APOE4, nor interactions with CT or ET. At year-4, APOE4+ patients treated with ET had lower attention performance than APOE4− patients not treated with ET, and APOE4+ patients not treated with ET had lower episodic memory performance than APOE4− patients not treated with ET. Conclusions This study suggests APOE4 genotyping is ineffective for detecting cognitive impairment in BC. New genotypes should be identified to predict cognitive decline in BC.

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Colorectal cancer metastatic dMMR immunotherapy (COMMIT) study: A randomized phase III study of atezolizumab (atezo) monotherapy versus mFOLFOX6/bevacizumab/atezo in the first-line treatment of patients with deficient DNA mismatch repair (dMMR) or microsatellite instability-high (MSI-H) metastatic colorectal cancer 9NRG-GI004/SWOG-S1610).

February 2025

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5 Reads

Journal of Clinical Oncology

TPS311 Background: Approximately 45% of dMMR/MSI-H metastatic colorectal cancer (mCRC) in the immunotherapy arm progressed at 12 mos (KEYNOTE 177). We hypothesize that dMMR/MSI-H mCRC patients (pts) may be more effectively treated with the combination of PD-1/PD-L1 (PD-1) pathway blockade and mFOLFOX6/bevacizumab (bev) rather than with anti-PD-L1 therapy (atezo) alone. Preclinical work demonstrated synergistic effects between anti-PD-1/anti-VEGF as well as between oxaliplatin/anti-PD-1 in murine CRC models, and phase II data showed activity of anti-PD-1/anti-VEGF in chemotherapy refractory colon cancer. Within the AtezoTRIBE 8-pt dMMR CRC subgroup treated with FOLFOXIRI+bev+atezo, median PFS was not reached, with the first progression event at ~16 mos. Additionally, in other solid tumor malignancies, anti-PD-1 plus anti-VEGFr (i.e., HCC and RCC) as well as anti-PD-1 plus chemotherapy (i.e., gastroesophageal and lung cancers) combinations are standard first-line treatments. Methods: This two-arm prospective phase III open-label trial randomizes (1:1) mCRC dMMR/MSI-H to atezo monotherapy v mFOLFOX6/bev+atezo combination. Key inclusion criteria have been simplified on recent amendments to better mirror clinical practice for pts receiving mFOLFOX6/bev+atezo: One cycle of FOLFOX or CAPOX, with or without bev (or biosimilar) prior to enrollment allowed, dMMR tumor determined by local CLIA-certified IHC assay (MLH1/MSH2/MSH6/PMS2) or MSI-H by local CLIA-certified PCR or NGS panel; pts with total bilirubin ≤4.0 x ULN; duration of therapy for up to two years for both arms; imaging frequency on post-treatment follow-up has been reduced; as has measurable disease per RECIST. Primary endpoint is PFS. Assuming the atezo monotherapy control arm has a 48% PFS at 24 mos as assessed by site investigator, we have 80% power to detect a hazard ratio of 0.6 (equivalent to 64.4% PFS at 24 mos) with alpha 0.025 one-sided. Stratification factors include BRAFV600E status, metastatic site, and prior adjuvant CRC therapy. Secondary endpoints include overall survival, objective response rate, safety profile, disease control rate, and duration of response. Archived tumor tissue and blood samples will be collected for correlative studies. Harmonization of translational analyses is planned between GI004 (COMMIT) and A021502 (ATOMIC). Sample size has been modified with the accrual goal of 120 pts randomized between the two immunotherapy arms needed for study completion. Enrollment actively continues at U.S. sites. Current accrual (as of 9-20-2024): 100/120. Clinical trial information: NCT02997228 .


DNA methylation patterns in breast cancer, paired benign tissue from ipsilateral and contralateral breast, and healthy controls

January 2025

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10 Reads

Background: Epigenetic changes, particularly DNA methylation, are crucial to breast cancer development. Tumor-adjacent normal (AN) tissue frequently serves as a reference for characterizing genomic alterations but is reported to share some characteristics with tumors. However, it is unclear whether AN's epigenetic profiles reflect a predisposition to cancer or a response to the presence of the tumor. We address this gap by systematically comparing methylation profiles of tumor, AN, and matched-benign tissues from both breasts, as well as to healthy donated breast tissue. Methods: We studied four different sample categories from 69 cancer cases: tumor (TU), AN, ipsilateral opposite quadrant (OQ), and contralateral unaffected breast (CUB); and healthy donated breast (HDB) tissue from 182 cancer-unaffected donors. These constitute a "tumor proximity axis" (TPxA): HDB → CUB → OQ → AN → TU. Methylation profiles were assayed using Illumina's Infinium Methylation EPICv1.0 BeadChip. Differential methylation (DM) analysis was conducted, and the significantly DM CpGs were analyzed for enrichment of transcription factor binding sites (TFBS) and other features. Results: Following data processing and quality control, there were 69 TU, 60 AN, 67 OQ, 68 CUB, and 182 HDB samples for analysis. DM analysis showed distinct methylation profiles of TU relative to benign tissues, whereas case-benign tissues were similar to each other but distinct from HDB. Hypomethylated sites in case-benign versus HDB were enriched for TF binding sites of TP63, GATA3, ESR1, PR, AR, NR3C1, and GREB1. TU hypermethylation events were enriched for Polycomb-repressive complex 2 (PRC2) binding, including EZH2, SUZ12, and JARID2, with hypermethylation enrichment for PRC2-related binding motifs in both ER+ and ER- tumors. TU methylation profiles were otherwise highly distinct by ER status: TFBS enrichment of hypomethylation events for hormone receptor-related pathways in ER+ tumors and for hematopoiesis/immune-related pathways in ER- tumors. We found no differential methylation between benign tissues from patients with ER+ vs. ER- tumors. Conclusions: DNA methylation profiles differ profoundly at two points: tumor to case-benign and case-benign to HDB, with clear distinction between ER+ and ER- tumors. Case-benign tissues are not epigenetically "normal", are similar across both breasts, and do not differ by ER status of paired tumors.



Cognitive Behavioral Digital Therapeutic Effects on Distress and Quality of Life in Patients With Cancer: National Randomized Controlled Trial

November 2024

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16 Reads

Objective: Cancer-specific psychological interventions like cognitive behavioral stress management (CBSM) demonstrate distress (e.g., anxiety/depression) and quality of life (QoL) benefits. Digital formats can expand access. Method: Patients (80.6% female; 76.5% White; 25–80 years) with Stage I–III cancer and elevated anxiety within 6 months of treatment (surgery/chemotherapy/radiation/immunotherapy) receipt were randomized 1:1 to a 10-module CBSM or health education control digital app and completed questionnaires at Weeks 0, 4, 8, 12. Primary outcomes of greater group-level anxiety (PROMIS-A) and depression symptom (PROMIS-D) reductions for CBSM were met and published; this secondary report evaluates individual-level response results for these outcomes and outcomes beyond anxiety and depression. Chi-square tests compared responder proportions using PROMIS-A/PROMIS-D symptom categories and two levels (≥5/≥7.5) of T-score point reductions. Changes across conditions over time for stress (Perceived Stress Scale), cancer-specific distress (Impact of Event Scale–Intrusions), and QoL (Functional Assessment of Cancer Therapy–General) were analyzed using repeated measures linear mixed-effects modeling (N = 449). Patient Global Impression of Change–Well-being was also examined. Results: At Week 12, a greater proportion of CBSM (vs. control) participants reported normal-to-mild (vs. moderate-to-severe) PROMIS-A and PROMIS-D, and a greater proportion of CBSM participants at Week 8 or 12 had a ≥7.5 T-score reduction in PROMIS-A and a ≥5 T-score reduction in PROMIS-D (ps < .05). CBSM participants (vs. control) showed significantly greater reductions in Perceived Stress Scale and Impact of Event Scale-Intrusions and increases in Patient Global Impression of Change–Well-being and Functional Assessment of Cancer Therapy emotional and physical well-being (ps < .05), but not functional or social/family well-being. Conclusion: Digitized CBSM benefits distress and QoL.



Systematic dissection of epigenetic age acceleration in normal breast tissue reveals its link to estrogen signaling and cancer risk

November 2024

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18 Reads

Breast aging encompasses intricate molecular and cellular changes that elevate cancer risk. Our study profiled DNA methylation and gene expression of 181 normal breast samples and systematically evaluated eight epigenetic clocks. We found that clocks trained using breast tissues demonstrate improved age prediction in normal breast tissue, and bias universally exists in epigenetic clocks, necessitating a proper definition of age acceleration. Cell composition analysis revealed significant age-related alterations and highlighted its distinct associations with age acceleration, including increased luminal epithelial and myoepithelial cells and reduced adipocytes and immune cells, connecting age acceleration to carcinogenesis from a cell compositional perspective. Additionally, CpG sites associated with age acceleration were enriched for estrogen receptor binding sites, providing a mechanistic link between estrogen exposure, accelerated aging, and cancer. These findings highlight the importance of cellular heterogeneity in epigenetic age estimates and the potential of age acceleration to guide for risk stratification and prevention strategies.



Citations (46)


... A clinical trial from MD Anderson reported at 3 years 8% of women treated with hypofractionated whole breast irradiation and 14% of women treated with conventionally fractionated whole breast irradiation had suboptimal cosmesis with a BCTOS cosmesis score ≥ 2.5 [24]. The recently reported NSABP B-39 trial reported a mean BCTOS cosmesis score at 3 years of 1.84 with whole breast irradiation and 1.96 with APBI primarily delivered via twice daily external beam radiation or catheter-based brachytherapy [25]. In this study, our rate of BCTOS cosmesis score ≥ 2.5 was 0% at ≥ 2-year follow-up for both standard lumpectomy or oncoplastic lumpectomy. ...

Reference:

Ultrahypofractionated partial breast irradiation following oncoplastic surgery: secondary analysis of a phase II trial
Quality-of-Life Outcomes from NRG/NSABP B-39/RTOG 0413: Whole-breast Irradiation vs Accelerated Partial-breast Irradiation after Breast Conserving Surgery
  • Citing Article
  • September 2024

JNCI Journal of the National Cancer Institute

... Patients treated for cancer frequently report having trouble in remembering, thinking, concentrating, or finding the right words and this can persist even years after cancer therapy [1,2]. Previously termed "chemobrain" and thought to be the result of chemotherapy treatments, research has shown that these symptoms could occur also with other therapies and even before cancer treatment [3]. ...

The National Cancer Institute Clinical Trials Planning Meeting to Address Gaps in Observational and Intervention Trials for Cancer-Related Cognitive Impairment

JNCI Journal of the National Cancer Institute

... However, previous studies have focus only on comparative studies and reported that female patients with breast cancer have anxiety and depression problems [25,[30][31][32], but in-depth research and discussion have not been conducted. The main reasons are that there is no quantitative treatment, no phased exploration of the differences in emotional problems and their impact on the prognosis of patients, no application of professional psychological models for assessing emotional problems, and no phased exploration of the differences in emotional problems and their impact on the prognosis of patients. ...

Mediators of a Mindfulness-Based Intervention for Younger Breast Cancer Survivors: Effects on Depressive Symptoms
  • Citing Article
  • August 2024

Psychosomatic Medicine

... IL-6 and TNF-α are crucial in CRF development. A large-scale study on cancer survivors showed that systemic inflammatory markers (e.g., IL-1α, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, TNF-α, and C-reactive protein) are closely related to physical, emotional, and cognitive CRF [25]. These cytokines influence cancer progression and fatigue severity through centralnervous-system and neuroimmune mechanisms [26,27]. ...

A bio-behavioral model of systemic inflammation at breast cancer diagnosis and fatigue of clinical importance 2 years later
  • Citing Article
  • August 2024

Annals of Oncology

... Although oxaliplatin-based therapy is effective in eliminating CRC cells, most patients with advanced CRC will inevitably develop resistance to oxaliplatin [37]. Primary or acquired oxaliplatin resistance and dose-limiting side effects pose unprecedented challenges for both patients and clinicians [38]. A combination of plant terpenoids and oxaliplatin appears to be an attractive therapeutic strategy to overcome these challenges. ...

Overall side effect assessment of oxaliplatin toxicity in rectal cancer patients in NRG oncology/NSABP R04

Quality of Life Research

... Unlike traditional clinical trials that operate within controlled environments, RWD and RWE offer insights derived from real-life patient experiences in diverse settings. However, the journey toward leveraging the full potential of RWD and RWE can only be maximized by overcoming several challenges ranging from data discoverability, transparency in data curation and data quality assurance, the linkage of data across various platforms, and the protection of sensitive data [1][2][3][4][5][6][7][8][9][10]. ...

When Will Real-World Data Fulfill Its Promise to Provide Timely Insights in Oncology?
  • Citing Article
  • June 2024

JCO Clinical Cancer Informatics

... In order to overcome the long-term recurrence of ER-positive BC, clinical trials have been conducted to test other treatment options. Whereas a clinical trial testing extended tamoxifen treatment demonstrated marginal improvement, clinical trials testing endocrine therapy with adjuvant treatment options such as everolimus, an mTOR inhibitor, or palbociclib, a CDK4/6 inhibitor, failed to improve disease recurrence [6][7][8]. In this respect, the development of new treatment options to defend against the distant metastasis of therapy-resistant ER-positive BC is urgently needed. ...

Phase III Randomized, Placebo-Controlled Trial of Endocrine Therapy ± 1 Year of Everolimus in Patients With High-Risk, Hormone Receptor-Positive, Early-Stage Breast Cancer
  • Citing Article
  • June 2024

Journal of Clinical Oncology

... The finding that Black patients attributed their healthcare providers' explanation of anticipated treatment side effects as essential to managing symptoms parallels results that patients attributed their decision to take adjuvant endocrine therapy to their communication with their healthcare provider [52]. The result that Black patients' appraisal of their communication was associated with treatment adherence is consistent with studies of other patient populations [10,19,52,57]. ...

Patient-reported provider communication skills and adherence to recommended treatment in breast cancer.
  • Citing Article
  • June 2024

Journal of Clinical Oncology

... 47 The role of goserelin in the treatment of early-stage, estrogen receptorpositive (ER+) breast cancer is being further evaluated in the Ovarian Function Suppression Plus Endocrine Therapy (OFSET) trial. 49 In this ongoing randomized phase III trial, pre-and perimenopausal patients with lymph node positive (LN+) disease and oncotype <25 are being randomized to AI + OFS ± chemotherapy. 49 The objective of the OFSET trial is to demonstrate that these patients would not benefit from chemotherapy and that the benefit previously seen with chemotherapy treatment is likely due to OFS which can be achieved with goserelin and other agents. ...

A phase III trial evaluating addition of adjuvant chemotherapy to ovarian function suppression + endocrine therapy in premenopausal women with pN0-1, HR+/HER2- breast cancer (BC) and oncotype recurrence score (RS) ≤25 (OFSET): NRG-BR009.
  • Citing Article
  • June 2024

Journal of Clinical Oncology

... Of note, KPS scores for the Both Increasing-Decreasing, Both Moderate, and Both High classes were in the 70 s, which is indicative of inability to maintain normal activity or to work [45]. While exercise is one of the primary interventions that is recommended to reduce both fatigue [78] and depressive symptoms [79], patients with moderate and severe evening fatigue and depressive symptoms may be unable to implement an exercise program on their own. It is likely that these patients will need referrals to physical and occupational therapy to maintain and/or improve physical function to ensure success. ...

Management of Fatigue in Adult Survivors of Cancer: ASCO-Society for Integrative Oncology Guideline Update
  • Citing Article
  • May 2024

Journal of Clinical Oncology