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Patel, Zara M.

https://orcid.org/0000-0003-2072-982X

Mayo Clinic

Loyola University Medical Center

Citations 40

Predictive factors for decreased baseline quality of life in patients with sinonasal malignancies
Fleseriu, Cara M. , Beswick, Daniel M. , Maoz, Sabrina L. , Hwang, Peter H. , Chan, Erik, Adappa, Nithin D. , Getz, Anne E., Humphries, Ian M., Chang, Eugene H. , Jafari, Aria , Kingdom, Todd T. , Kohanski, Michael A. , Lee, Jivianne K., Nabavizadeh, Seyed Ali , Adappa, Nithin D. , Patel, Zara M. , Smith, Timothy L. , Storm, Jay, Wang, Marilene B. , Choby, Garret , Kuan, Edward C , Humphreys, Ian M , Jafari, Aria , Nayak, Jayakar V , Patel, Zara , Smith, Timothy L , Snyderman, Carl H , Wang, Eric W , Beswick, Daniel , Hwang, Peter H , Maoz, Sabrina L , Choby, Garret , Adappa, Nithin D. , Geltzeiler, Mathew , Humphreys, Ian M. , Le, Christopher H. , Abuzeid, Waleed M. , Lee, Jivianne K., Nayak, Jayakar V. , Pinheiro‐Neto, Carlos , Resnick, Adam , John, Maie A. St. , Suh, Jeffrey D.

International Forum of Allergy & Rhinology | August 30, 2023 | Volume: 14 | Issue: 4 | Pages: 775-785

10.1002/alr.23261 Get It

AbstractBackgroundThe impact of sinonasal malignancies (SNMs) on quality of life (QOL) at presentation is poorly understood. The Sinonasal Outcome Test (SNOT‐22) and University of Washington Quality of Life (UWQOL) are validated QOL instruments with distinctive subdomains. This study aims to identify factors impacting pretreatment QOL in SNM patients to personalize multidisciplinary management and counseling.MethodsPatients with previously untreated SNMs were prospectively enrolled (2015–2022) in a multicenter observational study. Baseline pretreatment QOL instruments (SNOT‐22, UWQOL) were obtained along with demographics, comorbidities, histopathology/staging, tumor involvement, and symptoms. Multivariable regression models identified factors associated with reduced baseline QOL.ResultsAmong 204 patients, presenting baseline QOL was significantly reduced. Multivariable regression showed worse total SNOT‐22 QOL in patients with skull base erosion (p = 0.02). SNOT‐rhinologic QOL was worse in women (p = 0.009), patients with epistaxis (p = 0.036), and industrial exposure (p = 0.005). SNOT extranasal QOL was worse in patients with industrial exposure (p = 0.016); worse SNOT ear/facial QOL if perineural invasion (PNI) (p = 0.027). Squamous cell carcinoma pathology (p = 0.037), palate involvement (p = 0.012), and pain (p = 0.017) were associated with worse SNOT sleep QOL scores. SNOT psychological subdomain scores were significantly worse in patients with palate lesions (p = 0.022), skull base erosion (p = 0.025), and T1 staging (p = 0.023). Low QOL was more likely in the presence of PNI on UW health (p = 0.019) and orbital erosion on UW overall (p = 0.03). UW social QOL was worse if palatal involvement (p = 0.023) or PNI (p = 0.005).ConclusionsOur findings demonstrate a negative impact on baseline QOL in patients with SNMs and suggest sex‐specific and symptom‐related lower QOL scores, with minimal histopathology association. Anatomical tumor involvement may be more reflective of QOL than T‐staging, as orbital and skull base erosion, PNI, and palate lesions are significantly associated with reduced baseline QOL.
Multicenter Survival Analysis and Application of an Olfactory Neuroblastoma Staging Modification Incorporating Hyams Grade
Champagne, Pierre‐Olivier , Chan, Erik, Ciporen, Jeremy , Chaskes, Mark B., Fernandez‐Miranda, Juan C. , Gardner, Paul A. , Hwang, Peter H. , Ji, Keven Seung Yong , Kalyvas, Aristotelis , Kong, Keonho A., McMillan, Ryan A. , O’Byrne, Jamie, Patel, Chirag , Patel, Zara M. , Celda, María Peris, Sanusi, Olabisi , Thorp, Brian D. , Young, Sarah C. , Zenonos, Georgios A. , Zwagerman, Nathan T. , McMillan, Ryan, O'Byrne, Jamie, Peris Celda, Maria, Pinheiro-Neto, Carlos, Patel, Zara , Hwang, Peter H , Choby, Garret , Geltzeiler, Mathew , Almeida, João Paulo , Nayak, Jayakar V. , Pinheiro‐Neto, Carlos , Snyderman, Carl H , Gompel, Jamie J. Van , Wang, Eric W

JAMA Otolaryngology–Head & Neck Surgery | August 3, 2023 | Volume: 149 | Issue: 9 | Pages: 837

10.1001/jamaoto.2023.1939 Get It

ImportanceCurrent olfactory neuroblastoma (ONB) staging systems inadequately delineate locally advanced tumors, do not incorporate tumor grade, and poorly estimate survival and recurrence.ObjectiveThe primary aims of this study were to (1) examine the clinical covariates associated with survival and recurrence of ONB in a modern-era multicenter cohort and (2) incorporate Hyams tumor grade into existing staging systems to assess its ability to estimate survival and recurrence.Design, Setting, and ParticipantsThis retrospective, multicenter, case-control study included patients with ONB who underwent treatment between January 1, 2005, and December 31, 2021, at 9 North American academic medical centers.InterventionStandard-of-care ONB treatment.Main Outcome and MeasuresThe main outcomes were overall survival (OS), disease-free survival (DFS), and disease-specific survival (DSS) as C statistics for model prediction.ResultsA total of 256 patients with ONB (mean [SD] age, 52.0 [15.6] years; 115 female [44.9%]; 141 male [55.1%]) were included. The 5-year rate for OS was 83.5% (95% CI, 78.3%-89.1%); for DFS, 70.8% (95% CI, 64.3%-78.0%); and for DSS, 94.1% (95% CI, 90.5%-97.8%). On multivariable analysis, age, American Joint Committee on Cancer (AJCC) stage, involvement of bilateral maxillary sinuses, and positive margins were associated with OS. Only AJCC stage was associated with DFS. Only N stage was associated with DSS. When assessing the ability of staging systems to estimate OS, the best-performing model was the novel modification of the Dulguerov system (C statistic, 0.66; 95% CI, 0.59-0.76), and the Kadish system performed most poorly (C statistic, 0.57; 95% CI, 0.50-0.63). Regarding estimation of DFS, the modified Kadish system performed most poorly (C statistic, 0.55; 95% CI, 0.51-0.66), while the novel modification of the AJCC system performed the best (C statistic, 0.70; 95% CI, 0.66-0.80). Regarding estimation of DSS, the modified Kadish system was the best-performing model (C statistic, 0.79; 95% CI, 0.70-0.94), and the unmodified Kadish performed the worst (C statistic, 0.56; 95% CI, 0.51-0.68). The ability for novel ONB staging systems to estimate disease progression across stages was also assessed. In the novel Kadish staging system, patients with stage VI disease were approximately 7 times as likely to experience disease progression as patients with stage I disease (hazard ratio [HR], 6.84; 95% CI, 1.60-29.20). Results were similar for the novel modified Kadish system (HR, 8.99; 95% CI, 1.62-49.85) and the novel Dulguerov system (HR, 6.86; 95% CI, 2.74-17.18).Conclusions and RelevanceThe study findings indicate that 5-year OS for ONB is favorable and that incorporation of Hyams grade into traditional ONB staging systems is associated with improved estimation of disease progression.
Long‐term quality of life after treatment in sinonasal malignancy: A prospective, multicenter study
Maoz, Sabrina L. , Hwang, Peter H. , Fleseriu, Cara M. , Chan, Erik P., Adappa, Nithin D. , Getz, Anne E., Humphreys, Ian M. , Chang, Eugene H. , Jafari, Aria , Kingdom, Todd T. , Kohanski, Michael A. , Lee, Jivianne K., Lazor, Jillian W. , Nabavizadeh, Ali , Adappa, Nithin D. , Patel, Zara M. , Smith, Timothy L. , Storm, Phillip B. , Suh, Jeffrey D. , Wang, Marilene B. , Sim, Myung‐Shin , Wang, Eric W , Choby, Garret , Kuan, Edward C , Humphreys, Ian M , Jafari, Aria , Nayak, Jayakar V , Patel, Zara , Smith, Timothy L , Snyderman, Carl H , Beswick, Daniel , Hwang, Peter H , Maoz, Sabrina L , Choby, Garret , Chan, Erik, Adappa, Nithin D. , Geltzeiler, Mathew , Le, Christopher H. , Abuzeid, Waleed M. , Lee, Jivianne K., Nayak, Jayakar V. , Pinheiro‐Neto, Carlos , Resnick, Adam , John, Maie A. St. , Beswick, Daniel M.

International Forum of Allergy & Rhinology | April 21, 2023 | Volume: 13 | Issue: 11 | Pages: 2030-2042

10.1002/alr.23171 Get It

AbstractBackgroundQuality of life (QOL) for individuals with sinonasal malignancy (SNM) is significantly under‐studied, yet it is critical for counseling and may impact treatment. In this study we evaluated how patient, treatment, and disease factors impact sinonasal‐specific and generalized QOL using validated metrics in a large cohort over a 5‐year posttreatment time frame.MethodsPatients with SNM who underwent definitive treatment with curative intent were enrolled in a prospective, multisite, longitudinal observational study. QOL was assessed using the 22‐item Sino‐Nasal Outcome Test (SNOT‐22) and University of Washington Quality of Life Questionnaire (UWQOL) instruments at pretreatment baseline and multiple follow‐ups through 5 years posttreatment. Multivariable modeling was used to determine demographic, disease, and treatment factors associated with disease‐specific and generalized physical and social/emotional function QOL.ResultsOne hundred ninety‐four patients with SNM were analyzed. All QOL indices were impaired at pretreatment baseline and improved after treatment. SNOT‐22 scores improved 3 months and UWQOL scores improved 6 to 9 months posttreatment. Patients who underwent open compared with endoscopic tumor resection had worse generalized QOL (p < 0.001), adjusted for factors including T stage. Pterygopalatine fossa (PPF) involvement was associated with worse QOL (SNOT‐22, p < 0.001; UWQOL Physical dimension, p = 0.02). Adjuvant radiation was associated with worse disease‐specific QOL (p = 0.03). Neck dissection was associated with worse generalized physical function QOL (p = 0.01). Positive margins were associated with worse generalized social/emotional function QOL (p = 0.01).ConclusionDisease‐specific and generalized QOL is impaired at baseline in patients with SNM and improves after treatment. Endoscopic resection is associated with better QOL. PPF involvement, adjuvant radiation, neck dissection, and positive margins were associated with worse QOL posttreatment.
Radiographic predictors of occult intracranial involvement in olfactory neuroblastoma patients
Geltzeiler, Mathew , Ji, Keven Seung Yong , JessMace, C., Almeida, John R. de , Champagne, Pierre‐Olivier , Chan, Erik, Ciporen, Jeremy , Chaskes, Mark B., Cornell, Sarah, Drozdowski, Veronica , Fernandez‐Miranda, Juan C. , Gardner, Paul A. , Hwang, Peter H. , Kalyvas, Aristotelis , Kong, Keonho A., McMillan, Ryan A. , Patel, Chirag , Patel, Zara M. , Celda, María Peris, Sanusi, Olabisi , Thorp, Brian D. , Zadeh, Gelareh , Zenonos, Georgios A. , Zwagerman, Nathan T. , Choby, Garret , Almeida, João Paulo , McMillan, Ryan A , Nayak, Jayakar V , Patel, Zara , Pinheiro-Neto, Carlos, Snyderman, Carl H , Wang, Eric W , Hwang, Peter H , Geltzeiler, Mathew , Choby, Garret , Nayak, Jayakar V. , Pinheiro‐Neto, Carlos , Gompel, Jamie J. Van

International Forum of Allergy & Rhinology | February 26, 2023 | Volume: 13 | Issue: 10 | Pages: 1876-1888

10.1002/alr.23145 Get It

AbstractBackgroundTraditional management of olfactory neuroblastoma (ONB) includes margin‐negative resection with removal of cribriform plate, dura, and olfactory bulb, regardless of intracranial disease. This approach may be overtreating certain patients. Our investigation examines risk factors associated with occult intracranial disease to optimize therapeutic outcomes.MethodsThis retrospective, multi‐institutional cohort study examined clinical covariates associated with occult intracranial involvement. Patient demographics, staging, Hyam's grade, and pathologic involvement of dura, olfactory bulb/tract, and brain were collected. Diagnostic imaging was reviewed. Positive and negative predictive value (NPV) were estimated along with effect size estimates. Cox hazard regression examined associations with overall survival (OS) and disease‐free survival (DFS).ResultsA total of 224 subjects with new diagnoses of ONB (2005–2021) were identified. Skull base bone involvement on computed tomography (CT) had the highest NPV for pathologic dura (88.0%), olfactory bulb (88%), and brain involvement (97.3%). Hyam's grade category was significantly associated with dural involvement (φC = 0.26; 95% confidence interval [CI]: 0.16, 0.42). Subjects without radiologic skull base involvement (n = 66) had pathologic positivity of 12.1%. Within this subgroup, Hyam's grade was clinically significant for dural positivity (φ = 0.34; 95% CI: −0.12, 0.71) with 28.6% involvement in high grade tumors. Neither clinical nor pathologic positivity of intracranial structures were associated with significantly different OS or DFS.ConclusionsBoth CT and magnetic resonance imaging (MRI) had reasonably good NPV for involvement of dura and olfactory bulb. Higher Hyam's grade was associated with dural involvement. Patients with low‐grade tumors not involving the skull base may be suitable for avoiding skull base resection; however, further investigation is warranted.
Avoiding bias in artificial intelligence
Gudis, David A. , McCoul, Edward D. , Marino, Michael J. , Patel, Zara M. , McCoul, Edward D , Gudis, David A , Patel, Zara

International Forum of Allergy & Rhinology | December 27, 2022 | Volume: 13 | Issue: 3 | Pages: 193-195

10.1002/alr.23129 Get It

AbstractArtificial intelligence (AI) is ubiquitous and expanding, and the healthcare industry has rapidly adopted AI and machine learning for numerous applications. It is essential to understand that AI is not immune to the biases that impact our clinical and academic work, and in fact may inadvertently amplify rather than reduce them. As we harness the power of AI, it is our obligation to our patients to ensure that we address these concerns. We must take responsibility for proactive stewardship to protect against bias, not only for new AI algorithms, but also for our research studies that may one day provide data for those algorithms.
International consensus statement on allergy and rhinology: Olfaction
Patel, Zara M. , Holbrook, Eric H. , Turner, Justin H. , Adappa, Nithin D. , Albers, Mark W. , Altundağ, Aytuğ , Appenzeller, Simone , Costanzo, Richard M. , Croy, Ilona , Davis, Greg E. , Dehgani‐Mobaraki, Puya , Doty, Richard L. , Haehner, Antje , Hopkins, Claire , Hummel, Thomas , Jitaroon, Kawinyarat, Kern, Robert C. , Khanwalkar, Ashoke , Kobayashi, Masayoshi , Leopold, Donald A., Levy, Joshua M. , Marmura, Michael J. , Mclelland, Lisha, Miwa, Takaki , Moberg, Paul J., Mueller, Christian A. , Nigwekar, Sagar U. , O’Brien, Erin K. , Păunescu, Teodor G. , Philpott, Carl , Pinto, Jayant M. , Reiter, Evan R. , Schlosser, Rodney J. , Schwob, James E. , Seiden, Allen M., Smith, Timothy L. , Sowerby, Leigh J. , Tan, Bruce K. , Thamboo, Andrew , Wrobel, Bozena , Yan, Carol H. , Duffy, Valerie B , Goldstein, Bradley J , Gudis, David A , Haehner, Antje , Higgins, Thomas S , Hopkins, Claire , Huart, Caroline , Hummel, Thomas , Kern, Robert C , Khanwalkar, Ashoke R , Kobayashi, Masayoshi , Kondo, Kenji , Lane, Andrew P , Levy, Joshua M , Marmura, Michael J , O'Brien, Erin K , Paunescu, Teodor G , Pellegrino, Robert , Philpott, Carl , Roalf, David R , Rowan, Nicholas R , Schlosser, Rodney J , Schwob, James , Smith, Timothy L , Sowerby, Leigh , Yan, Carol , Holbrook, Eric H , Patel, Zara , Albers, Mark W , Adappa, Nithin D. , Gudis, David A. , Lechner, Matt , Rowan, Nicholas R. , Soler, Zachary M.

International Forum of Allergy & Rhinology | April 3, 2022 | Volume: 12 | Issue: 4 | Pages: 327-680

10.1002/alr.22929 Get It

Abstract Background The literature regarding clinical olfaction, olfactory loss, and olfactory dysfunction has expanded rapidly over the past two decades, with an exponential rise in the past year. There is substantial variability in the quality of this literature and a need to consolidate and critically review the evidence. It is with that aim that we have gathered experts from around the world to produce this International Consensus on Allergy and Rhinology: Olfaction (ICAR:O). Methods Using previously described methodology, specific topics were developed relating to olfaction. Each topic was assigned a literature review, evidence‐based review, or evidence‐based review with recommendations format as dictated by available evidence and scope within the ICAR:O document. Following iterative reviews of each topic, the ICAR:O document was integrated and reviewed by all authors for final consensus. Results The ICAR:O document reviews nearly 100 separate topics within the realm of olfaction, including diagnosis, epidemiology, disease burden, diagnosis, testing, etiology, treatment, and associated pathologies. Conclusion This critical review of the existing clinical olfaction literature provides much needed insight and clarity into the evaluation, diagnosis, and treatment of patients with olfactory dysfunction, while also clearly delineating gaps in our knowledge and evidence base that we should investigate further.