Genetic Phenomena Commons^™

Author Correction: Automating Data Analysis For Hydrogen/Deuterium Exchange Mass Spectrometry Using Data-Independent Acquisition Methodology, Frantisek Filandr, Vladimir Sarpe, Shaunak Raval, D Alex Crowder, Morgan F Khan, Pauline Douglas, Stephen Coales, Rosa Viner, Aleem Syed, John A Tainer, Susan P Lees-Miller, David C Schriemer

Faculty, Staff and Student Publications

No abstract provided.

Unveiling Gene Interactions In Alzheimer's Disease By Integrating Genetic And Epigenetic Data With A Network-Based Approach, Keith L Sanders, Astrid M Manuel, Andi Liu, Boyan Leng, Xiangning Chen, Zhongming Zhao

Faculty, Staff and Student Publications

Alzheimer’s Disease (AD) is a complex disease and the leading cause of dementia in older people. We aimed to uncover aspects of AD’s pathogenesis that may contribute to drug repurposing efforts by integrating DNA methylation and genetic data. Implementing the network-based tool, a dense module search of genome-wide association studies (dmGWAS), we integrated a large-scale GWAS dataset with DNA methylation data to identify gene network modules associated with AD. Our analysis yielded 286 significant gene network modules. Notably, the foremost module included the BIN1 gene, showing the largest GWAS signal, and the GNAS gene, the most significantly hypermethylated. We conducted …

Social And Behavior Factors Of Alzheimer's Disease And Related Dementias: A National Study In The Us, David Ciciora, Elizabeth Vásquez, Edward Valachovic, Lifang Hou, Yinan Zheng, Hua Xu, Xiaoqian Jiang, Kun Huang, Kelley Pettee Gabriel, Hong-Wen Deng, Mary P Gallant, Kai Zhang

Faculty, Staff and Student Publications

Introduction: Considerable research has linked many risk factors to Alzheimer's Disease and Related Dementias (ADRD). Without a clear etiology of ADRD, it is advantageous to rank the known risk factors by their importance and determine if disparities exist. Statistical-based ranking can provide insight into which risk factors should be further evaluated.

Methods: This observational, population-based study assessed 50 county-level measures and estimates related to ADRD in 3,155 counties in the U.S. using data from 2010 to 2021. Statistical analysis was performed in 2022-2023. The machine learning method, eXtreme Gradient Boosting, was utilized to rank the importance of these variables by …

Cochlear Implantation After Head And Neck Radiation: A Case Series, Systematic Review, And Meta-Analysis, Jumah G Ahmad, Benjamin D Lovin, Anna Lee, Marc-Elie Nader, Paul W Gidley

Faculty, Staff and Student Publications

Objective: To determine if cochlear implant (CI) is safe and effective in patients with radiation therapy (XRT)-induced sensorineural hearing loss and to discuss considerations in this population through a retrospective cohort review, systematic review, and meta-analysis.

Databases reviewed: PubMed, Cochrane Library, and Embase.

Methods: We retrospectively reviewed all CI cases after head and neck (HN) XRT at our institution, noting intraoperative findings, postoperative complications, and hearing outcomes. Change in speech discrimination scores (SDSs) was the primary outcome measure. Systematic review was performed to identify all cases of CI after HNXRT. A meta-analysis was performed to assess SDS change.

Results: The …

Developing Deep Learning-Based Strategies To Predict The Risk Of Hepatocellular Carcinoma Among Patients With Nonalcoholic Fatty Liver Disease From Electronic Health Records, Zhao Li, Lan Lan, Yujia Zhou, Ruoxing Li, Kenneth D Chavin, Hua Xu, Liang Li, David J H Shih, W Jim Zheng

Faculty, Staff and Student Publications

OBJECTIVE: The accuracy of deep learning models for many disease prediction problems is affected by time-varying covariates, rare incidence, covariate imbalance and delayed diagnosis when using structured electronic health records data. The situation is further exasperated when predicting the risk of one disease on condition of another disease, such as the hepatocellular carcinoma risk among patients with nonalcoholic fatty liver disease due to slow, chronic progression, the scarce of data with both disease conditions and the sex bias of the diseases. The goal of this study is to investigate the extent to which the aforementioned issues influence deep learning performance, …

Cytogenetic And Molecular Associations With Outcomes In Higher-Risk Myelodysplastic Syndromes Treated With Hypomethylating Agents Plus Venetoclax, Alexandre Bazinet, Sai Prasad Desikan, Ziyi Li, Juan Jose Rodriguez-Sevilla, Sangeetha Venugopal, Samuel Urrutia, Guillermo Montalban-Bravo, Koji Sasaki, Kelly S Chien, Danielle Hammond, Rashmi Kanagal-Shamanna, Irene Ganan-Gomez, Tapan M Kadia, Gautam Borthakur, Courtney D Dinardo, Naval G Daver, Elias J Jabbour, Farhad Ravandi, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Purpose: Hypomethylating agents (HMA) combined with venetoclax are an emerging therapeutic strategy for higher-risk myelodysplastic syndromes (HR-MDS). The cytogenetic and molecular factors associated with outcomes with this combination for HR-MDS are incompletely understood.

Experimental design: We pooled patient data from 3 prospective trials evaluating HMA-venetoclax in HR-MDS to study associations between cytogenetic and molecular factors and overall response rate (ORR), overall survival (OS), and event-free survival (EFS). The Kaplan-Meier method was used to estimate time-to-event endpoints. Univariate and multivariate analyses using logistic regression (for ORR) or the Cox proportional hazards model (for OS and EFS) were used to identify associations …

Analysis Of Microbiome Data, Christine B Peterson, Satabdi Saha, Kim-Anh Do

Faculty, Staff and Student Publications

The microbiome represents a hidden world of tiny organisms populating not only our surroundings but also our own bodies. By enabling comprehensive profiling of these invisible creatures, modern genomic sequencing tools have given us an unprecedented ability to characterize these populations and uncover their outsize impact on our environment and health. Statistical analysis of microbiome data is critical to infer patterns from the observed abundances. The application and development of analytical methods in this area require careful consideration of the unique aspects of microbiome profiles. We begin this review with a brief overview of microbiome data collection and processing and …

Prognostic Value Of Tumor Volume Doubling Time In Lung-Metastatic Adenoid Cystic Carcinoma, Eduardo A Dal Lago, Luana G Sousa, Zixi Yang, Camilla O Hoff, Flavia Bonini, Matthew Sawyer, Kaiwen Wang, Whitney Lewis, Kareem A Wahid, Ehab Y Hanna, Adel El-Naggar, Clifton D Fuller, Suprateek Kundu, Myrna Godoy, Renata Ferrarotto

Faculty, Staff and Student Publications

Objectives: Lung metastases in adenoid cystic carcinoma (ACC) usually have indolent growth and the optimal timing to start systemic therapy is not established. We assessed ACC lung metastasis tumor growth dynamics and compared the prognostic value of time to progression (TTP) and tumor volume doubling time (TVDT).

Methods: The study included ACC patients with ≥1 pulmonary metastasis (≥5 mm) and at least 2 chest computed tomography scans. Radiology assessment was performed from the first scan showing metastasis until treatment initiation or death. Up to 5 lung nodules per patient were segmented for TVDT calculation. To assess tumor growth rate (TGR), …

Predicting Recurrence-Free And Overall Survival For Patients With Stage Ii Melanoma: The Mia Calculator, Alexander H R Varey, Isabel Li, Mary-Ann El Sharouni, Julie Simon, Aikaterini Dedeilia, Sydney Ch'ng, Robyn P M Saw, Andrew J Spillane, Kerwin F Shannon, Thomas E Pennington, Michael Rtshiladze, Jonathan R Stretch, Omgo E Nieweg, Alexander Van Akkooi, Ryan J Sullivan, Genevieve M Boland, Jeffrey E Gershenwald, Paul J Van Diest, Richard A Scolyer, Georgina V Long, John F Thompson, Serigne N Lo

Faculty, Staff and Student Publications

Purpose: Improvements in recurrence-free survival (RFS) were demonstrated in two recent randomized trials for patients with sentinel node (SN)-negative stage IIB or IIC melanoma receiving adjuvant systemic therapy (pembrolizumab/nivolumab). However, adverse events also occurred. Accurate individualized prognostic estimates of RFS and overall survival (OS) would allow patients to more accurately weigh the risks and benefits of adjuvant therapy. Since the current American Joint Committee on Cancer eighth edition (AJCC-8) melanoma staging system focuses on melanoma-specific survival, we developed a multivariable risk prediction calculator that provides estimates of 5- and 10-year RFS and OS for these patients.

Methods: Data were extracted …

Comparison Of Comorbidity Models Within A Population-Based Cohort Of Older Adults With Non-Hodgkin Lymphoma, Max J Gordon, Zhigang Duan, Hui Zhao, Loretta Nastoupil, Swaminathan Iyer, Alessandra Ferrajoli, Alexey V Danilov, Sharon H Giordano

Faculty, Staff and Student Publications

Purpose: Compare the association of individual comorbidities, comorbidity indices, and survival in older adults with non-Hodgkin lymphoma (NHL), including in specific NHL subtypes.

Methods: Data source was SEER-Medicare, a population-based registry of adults age 65 years and older with cancer. We included all incident cases of NHL diagnosed during 2008-2017 who met study inclusion criteria. Comorbidities were classified using the three-factor risk estimate scale (TRES), Charlson comorbidity index (CCI), and National Cancer Institute (NCI) comorbidity index categories and weights. Overall survival (OS) and lymphoma-specific survival, with death from other causes treated as a competing risk, were estimated using the Kaplan-Meier …

Flexible Bayesian Product Mixture Models For Vector Autoregressions, Suprateek Kundu, Joshua Lukemire

Faculty, Staff and Student Publications

Bayesian non-parametric methods based on Dirichlet process mixtures have seen tremendous success in various domains and are appealing in being able to borrow information by clustering samples that share identical parameters. However, such methods can face hurdles in heterogeneous settings where objects are expected to cluster only along a subset of axes or where clusters of samples share only a subset of identical parameters. We overcome such limitations by developing a novel class of product of Dirichlet process location-scale mixtures that enables independent clustering at multiple scales, which results in varying levels of information sharing across samples. First, we develop …

Systemic Neutrophil Gelatinase-Associated Lipocalin Alterations In Chronic Pancreatitis: A Multicenter, Cross-Sectional Study, Kristyn Gumpper-Fedus, Kaylin Chasser, Valentina Pita-Grisanti, Molly Torok, Timothy Pfau, Thomas A Mace, Rachel M Cole, Martha A Belury, Stacey Culp, Phil A Hart, Somashekar G Krishna, Luis F Lara, Mitchell L Ramsey, William Fisher, Evan L Fogel, Chris E Forsmark, Liang Li, Stephen Pandol, Walter G Park, Jose Serrano, Stephen K Van Den Eeden, Santhi Swaroop Vege, Dhiraj Yadav, Darwin L Conwell, Zobeida Cruz-Monserrate, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer (Cpdpc)

Faculty, Staff and Student Publications

Introduction: Chronic pancreatitis (CP) is a progressive fibroinflammatory disorder lacking therapies and biomarkers. Neutrophil gelatinase-associated lipocalin (NGAL) is a proinflammatory cytokine elevated during inflammation that binds fatty acids (FAs) such as linoleic acid. We hypothesized that systemic NGAL could serve as a biomarker for CP and, with FAs, provide insights into inflammatory and metabolic alterations.

Methods: NGAL was measured by immunoassay, and FA composition was measured by gas chromatography in plasma (n = 171) from a multicenter study, including controls (n = 50), acute and recurrent acute pancreatitis (AP/RAP) (n = 71), and CP (n = 50). Peripheral blood mononuclear …

Histologic And Genomic Analysis Of Conjunctival Scc In African And American Cohorts Reveal Uv Light And Hpv Signatures And High Tumor Mutation Burden, Frederico O Gleber-Netto, Priyadharsini Nagarajan, Oded Sagiv, Curtis R Pickering, Neil Gross, Jing Ning, Melisachew M Yeshi, Yonas Mitku, Michael T Tetzlaff, Bita Esmaeli

Faculty, Staff and Student Publications

Purpose: Conjunctival squamous cell carcinoma (conjSCC) is more prevalent and aggressive in sub-Saharan African countries compared with the rest of the world. This study aims to compare the genomic, immunophenotypic, and histologic features between patients from the United States and Ethiopia, to identify etiopathogenic mechanisms and unveil potential treatment strategies.

Methods: We compared histologic features and mutational profiles using whole exome sequencing, high-risk human papillomavirus (HPV) status, PD-L1 expression, and tumor-infiltrating lymphocytes in conjSCC tumors of patients from Ethiopia (ETH; n = 25) and the United States (from MD Anderson [the MDA cohort]; n = 29). Genomic alterations were compared …

Dose-Dense Mini-Hyper-Cvd, Inotuzumab Ozogamicin And Blinatumomab Achieves Rapid Mrd-Negativity In Philadelphia Chromosome-Negative B-Cell Acute Lymphoblastic Leukemia, Nicholas J Short, Elias Jabbour, Trevor Jamison, Shilpa Paul, Branko Cuglievan, David Mccall, Amber Gibson, Nitin Jain, Fadi G Haddad, Lewis F Nasr, Kayleigh R Marx, Caitlin Rausch, J Michael Savoy, Rebecca Garris, Farhad Ravandi, Hagop Kantarjian

Faculty, Staff and Student Publications

Background: The combination of low-intensity chemotherapy and inotuzumab ozogamicin (INO), with sequential blinatumomab, is highly effective in older adults with newly diagnosed B-cell acute lymphoblastic leukemia (ALL) and in relapsed or refractory B-cell ALL. Earlier, "dose-dense" administration of blinatumomab could lead to earlier and deeper measurable residual disease (MRD) responses and better outcomes.

Patients and methods: We performed a retrospective analysis of the safety and efficacy of a dose-dense regimen of mini-hyper-CVD (mini-hyperfractionated cyclophosphamide, vincristine, and dexamethasone alternating with mini-methotrexate and cytarabine), INO, and blinatumomab in patients with B-cell ALL.

Results: Twenty-one patients were treated (frontline, n = 9; MRD …

Chromatin Remodeling In Patient-Derived Colorectal Cancer Models, Kun Xiang, Ergang Wang, John Mantyh, Gabrielle Rupprecht, Marcos Negrete, Golshid Sanati, Carolyn Hsu, Peggy Randon, Anders Dohlman, Kai Kretzschmar, Shree Bose, Nicholas Giroux, Shengli Ding, Lihua Wang, Jorge Prado Balcazar, Qiang Huang, Pasupathi Sundaramoorthy, Rui Xi, Shannon Jones Mccall, Zhaohui Wang, Chongming Jiang, Yubin Kang, Scott Kopetz, Gregory E Crawford, Steven M Lipkin, Xiao-Fan Wang, Hans Clevers, David Hsu, Xiling Shen

Faculty, Staff and Student Publications

Patient-Derived Organoids (PDO) and Xenografts (PDX) are the current gold standards for patient-derived models of cancer (PDMC). Nevertheless, how patient tumor cells evolve in these models and the impact on drug response remains unclear. Herein, the transcriptomic and chromatin accessibility landscapes of matched colorectal cancer (CRC) PDO, PDX, PDO-derived PDX (PDOX), and original patient tumors (PT) are compared. Two major remodeling axes are discovered. The first axis delineates PDMC from PT, and the second axis distinguishes PDX and PDO. PDOX are more similar to PDX than PDO, indicating the growth environment is a driving force for chromatin adaptation. Transcription factors …

Premastectomy Radiotherapy And Immediate Breast Reconstruction: A Randomized Clinical Trial, Mark V Schaverien, Puneet Singh, Benjamin D Smith, Wei Qiao, Catherine L Akay, Elizabeth S Bloom, Mariana Chavez-Macgregor, Carrie K Chu, Mark W Clemens, Jessica S Colen, Richard A Ehlers, Rosa F Hwang, Melissa M Joyner, Rene D Largo, Alexander F Mericli, Melissa P Mitchell, John W Shuck, Nina Tamirisa, Debasish Tripathy, Mark T Villa, Wendy A Woodward, Rensi Zacharia, Henry M Kuerer, Karen E Hoffman

Faculty, Staff and Student Publications

Importance: Premastectomy radiotherapy (PreMRT) is a new treatment sequence to avoid the adverse effects of radiotherapy on the final breast reconstruction while achieving the benefits of immediate breast reconstruction (IMBR).

Objective: To evaluate outcomes among patients who received PreMRT and regional nodal irradiation (RNI) followed by mastectomy and IMBR.

Design, setting, and participants: This was a phase 2 single-center randomized clinical trial conducted between August 3, 2018, and August 2, 2022, evaluating the feasibility and safety of PreMRT and RNI (including internal mammary lymph nodes). Patients with cT0-T3, N0-N3b breast cancer and a recommendation for radiotherapy were eligible.

Intervention: This …

The Tudor-Knot Domain Of Kat5 Regulates Nucleosomal Substrate Acetylation, Fan Xuan, Hongwen Xuan, Mengying Huang, Wei He, Han Xu, Xiaobing Shi, Hong Wen

Faculty, Staff and Student Publications

The lysine acetyltransferase KAT5 is a pivotal enzyme responsible for catalyzing histone H4 acetylation in cells. In addition to its indispensable HAT domain, KAT5 also encompasses a conserved Tudor-knot domain at its N-terminus. However, the function of this domain remains elusive, with conflicting findings regarding its role as a histone reader. In our study, we have employed a CRISPR tiling array approach and unveiled the Tudor-knot motif as an essential domain for cell survival. The Tudor-knot domain does not bind to histone tails and is not required for KAT5's chromatin occupancy. However, its absence leads to a global reduction in …

Socioeconomic Status And Chronic Health Conditions In Asian Survivors Of Adolescent And Young Adult Cancers, Amy M Berkman, Eunju Choi, Christabel K Cheung, John M Salsman, Susan K Peterson, Clark R Andersen, Qian Lu, J Andrew Livingston, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Purpose: While there are known disparities in socioeconomic status (SES) and health outcomes among racially and ethnically minoritized adolescent and young adult (AYA; ages 15-39 years at diagnosis) cancer survivors compared with White survivors, outcomes in the Asian survivor population are understudied. To better understand the association of an AYA cancer diagnosis with SES and health outcomes within a minoritized population, the current study makes comparisons between individuals of the same race or ethnicity with and without a history of AYA cancer.

Methods: Non-Hispanic, Asian AYA cancer survivors and non-Hispanic, Asian age- and sex-matched controls were identified from self-reported data …

Temporal Changes In Treatment And Late Mortality And Morbidity In Adult Survivors Of Childhood Glioma: A Report From The Childhood Cancer Survivor Study, Peter M K De Blank, Katharine R Lange, Mengqi Xing, Sedigheh Mirzaei Salehabadi, Deokumar Srivastava, Tara M Brinkman, Kirsten K Ness, Kevin C Oeffinger, Joseph Neglia, Kevin R Krull, Paul C Nathan, Rebecca Howell, Lucie M Turcotte, Wendy Leisenring, Gregory T Armstrong, M Fatih Okcu, Daniel C Bowers

Faculty, Staff and Student Publications

Pediatric glioma therapy has evolved to delay or eliminate radiation for low-grade tumors. This study examined these temporal changes in therapy with long-term outcomes in adult survivors of childhood glioma. Among 2,501 5-year survivors of glioma in the Childhood Cancer Survivor Study diagnosed 1970-1999, exposure to radiation decreased over time. Survivors from more recent eras were at lower risk of late mortality (≥5 years from diagnosis), severe/disabling/life-threatening chronic health conditions (CHCs) and subsequent neoplasms (SNs). Adjusting for treatment exposure (surgery only, chemotherapy, or any cranial radiation) attenuated this risk (for example, CHCs (1990s versus 1970s), relative risk (95% confidence interval), …

Disease Progression, Survival, And Molecular Disparities In Black And White Patients With Endometrioid Endometrial Carcinoma In Real-World Registries And Gog/Nrg Oncology Randomized Phase Iii Clinical Trials, Zachary A Kopelman, Chunqiao Tian, Jordyn Tumas, Neil T Phippen, Christopher M Tarney, Erica R Hope, Stuart S Winkler, Suzanne Jokajtys, Calen W Kucera, John K Chan, Michael T Richardson, Daniel S Kapp, Chad A Hamilton, Charles A Leath, Nathaniel L Jones, Rodney P Rocconi, John H Farley, Angeles Alvarez Secord, Casey M Cosgrove, Matthew A Powell, Ann Klopp, Joan L Walker, Gini F Fleming, Nicholas W Bateman, Thomas P Conrads, G Larry Maxwell, Kathleen M Darcy

Faculty, Staff and Student Publications

OBJECTIVE: Investigate racial disparities in outcomes and molecular features in Black and White patients with endometrioid endometrial carcinoma (EEC).

METHODS: Black and White patients diagnosed with EEC who underwent hysterectomy ± adjuvant treatment in SEER, National Cancer Database (NCDB), the Genomics Evidence Neoplasia Information Exchange (GENIE) project (v.13.0), and eight NCI-sponsored randomized phase III clinical trials (RCTs) were studied. Hazard ratio (HR) and 95% confidence interval (CI) were estimated for cancer-related death (CRD), non-cancer death (NCD), and all-cause death.

RESULTS: Black (n = 4397) vs. White (n = 47,959) patients in SEER had a HR (95% CI) of 2.04 (1.87-2.23) …