Genetic Phenomena Commons^™

Benchmarking Dna Foundation Models For Genomic And Genetic Tasks, Haonan Feng, Lang Wu, Bingxin Zhao, Chad Huff, Jianjun Zhang, Lifeng Lin, Chong Wu

Faculty, Staff and Student Publications

The rapid evolution of DNA foundation models promises to revolutionize genomics, yet comprehensive evaluations are lacking. Here, we present a comprehensive, unbiased benchmark of five models (DNABERT-2, Nucleotide Transformer V2, HyenaDNA, Caduceus-Ph, and GROVER) across diverse genomic and genetic tasks including sequence classification, gene expression prediction, variant effect quantification, and topologically associating domain (TAD) region recognition, using zero-shot embeddings. Our analysis reveals that mean token embedding consistently and significantly improves sequence classification performance, outperforming other pooling strategies. Model performance varies among tasks and datasets; while general purpose DNA foundation models showed competitive performance in pathogenic variant identification, they were less …

Radiologist-Validated Automatic Lumbar T1-Weighted Spinal Mri Segmentation Tool Via An Attention U-Net Algorithm, Aryan Kalluvila, Ethan Wang, Michael C Hurley, Colbey Freeman, Jason M Johnson

Faculty, Staff and Student Publications

Background/Objectives: Spinal MRI segmentation has become increasingly important with the prevalence of disc herniation and vertebral injuries. Artificial intelligence can help orthopedic surgeons and radiologists automate the process of segmentation. Currently, there are few tools for T1-weighted spinal MRI segmentation, with most focusing on T2-weighted imaging. This paper focuses on creating an automatic lumbar spinal MRI segmentation tool for T1-weighted images using deep learning.

Methods: An Attention U-Net was employed as the main algorithm because the architecture has shown success in other segmentation applications. Segmentation loss functions were compared, focusing on the difference between BCE and MSE loss. Two board-certified …

A Phase 1/2 Study Of Ds-1594 Menin Inhibitor In Relapsed/Refractory Acute Leukemias, Jayastu Senapati, Marina Konopleva, Ghayas C Issa, Elias Jabbour, Tapan Kadia, Gautam Borthakur, Nicholas J Short, Musa Yilmaz, Indraneel Deshmukh, Joie Alvarez, Sanam Loghavi, Guilin Tang, Hussein A Abbas, Michael Andreeff, Kapil Bhalla, Narasimha M Midde, Nabil Said, Amy Noyalis, Derek E Mires, Jing Ning, Lianchun Xiao, Farhad Ravandi, Guillermo Garcia-Manero, Hagop M Kantarjian, Naval G Daver

Faculty, Staff and Student Publications

Several menin inhibitors are in development targeting menin dependent leukemias, however available preclinical results show variable level of activity. We report the phase 1 portion (to establish a recommended phase 2 dose [RP2D]) and pharmacokinetic analysis of a phase 1/2 first-in-human clinical trial of DS-1594b menin inhibitor. Eligible patients included adults (≥ 18 years of age) with relapsed/refractory (R/R) acute myeloid leukemia (AML) or acute lymphoblastic leukemia (ALL) including but not restricted to those with KMT2A-rearrangement (r) or NPM1 mutation. Seventeen patients at a median of age 56 years (range, 19-82 years) were treated, 15 (88%) had R/R AML, and …

Soluble Immune Factor Profiles In Blood And Csf Associated With Lrrk2 Mutations And Parkinson's Disease, Roshni Jaffery, Yuhang Zhao, Sarfraz Ahmed, Jackson G Schumacher, Jae Ahn, Yujia Wang, Jiayin Zhang, Ken Chen, Hussein Tawbi, Jian Wang, Michael A Schwarzschild, Weiyi Peng, Xiqun Chen

Faculty, Staff and Student Publications

Mutations in LRRK2, a leading genetic cause of Parkinson's disease (PD), are linked to immune dysregulation, but the immune profiles in the periphery and central nervous system (CNS) remain incompletely defined. This study utilized a large cohort of serum samples (n = 651) and matched CSF samples (n = 129) from LRRK2 mutation carriers and non-carriers, with and without PD, to assess immune regulators using Luminex immunoassay. After correction for multiple comparisons, LRRK2 mutations were associated with significantly elevated serum levels of SDF-1 alpha and TNF-RII, while CSF markers such as BAFF, CD40L, and IL-27 were nominally reduced. Regardless of …

Dna Extrusion Size Determines Pathway Choice During Cag Repeat Expansion, Mayuri Bhatia, Ashutosh S. Phadte, Anna Lakhina, Anthony R. Monte Carloi Iii, Sarah Barndt, Anna Pluciennik

Department of Biochemistry and Molecular Biology Faculty Papers

DNA triplet repeat expansion causes several primarly neurological disorders like Huntington's disease, myotonic dystrophy type 1, and fragile-X related disorders. There is general consensus that recognition of extrahelical extrusions or hairpin-loop structures (formed by strand slippage) by the DNA mismatch repair protein MutSβ leads to repeat expansion by a mutagenic process. By contrast, the FAN1 nuclease attenuates triplet repeat expansion, the molecular basis of which was explained by our recent finding that FAN1 nuclease cleaves and initiates removal of extrahelical extrusions. Here we show that extrusions containing two or more triplet repeats are subject to recognition and processing by either …

Predicting The Response Of Triple Negative Breast Cancer To Neoadjuvant Systemic Therapy Via Biology-Based Modeling And Habitat Analysis, Casey E Stowers, Chengyue Wu, Clinton Yam, Jingfei Ma, Gaiane M Rauch

Faculty, Staff and Student Publications

Despite being the standard-of-care treatment, neoadjuvant therapy (NAT) attains a complete response only in approximately half of the patients with triple negative breast cancer. Thus, methods to predict and optimize patient response to NAT are needed. Previously, we employed patient-specific MRI data to calibrate a biology-based mathematical model that describes cell movement, proliferation, and death due to drug at the tumor level and cell proliferation at an image voxel level. We now extend our approach by using MRI data to group voxels into "habitats" whereby tumor cells of a habitat share the same proliferation. With this approach, we now calibrate …

Loss Of Idh1 And Idh2 Mutations During The Evolution Of Metastatic Chondrosarcoma, William Cross, Iben Lyskjær, Christopher Davies, Abigail Bunkum, Ana Maia Rocha, Fernanda Amary, Cristina Naceur-Lombardelli, Mariam Jamal-Hanjani, Charles Swanton, Nischalan Pillay, Simone Zaccaria, Adrienne M Flanagan, Peter Van Loo

Faculty, Staff and Student Publications

Driver mutations in IDH1 and IDH2 are initiating events in the evolution of chondrosarcoma and several other cancer types. Here, we present evidence that mutant IDH1 is recurrently lost in metastatic central chondrosarcoma. This may reflect either relaxed positive selection for the mutant IDH1 locus, or negative selection for the hypermethylation phenotype later in tumor evolution. This finding highlights the challenge for therapeutic intervention by mutant IDH1 inhibitors in chondrosarcoma.

Patient-Reported Outcomes After Ipsilateral Radiation Therapy For N2b Tonsillar Squamous Cell Carcinoma, Chike O Abana, Adam S Garden, G Brandon Gunn, Gregory M Chronowski, Abdallah S R Mohamed, Natalie Geier, Carly E A Barbon, Kate Hutcheson, Vinita Takiar, Clifton D Fuller, Steven J Frank, David I Rosenthal, Jack Phan

Faculty, Staff and Student Publications

Background: Previous studies have reported excellent disease control and survival in patients with well-lateralized, American Joint Committee on Cancer (AJCC)-7 T1-2N2b tonsillar squamous cell carcinoma (SCC). The reduced treatment volume is associated with lower rates of physician-assessed toxicity. Patient-reported outcomes (PROs) have been proposed as a similarly reliable measure, but the body of literature is limited for unilaterally treated patients. Our goal was to review PROs of such patients who had reduced treatment volumes.

Methods: We reviewed PROs of patients with AJCC-7 T1-2N2b disease treated with ipsilateral radiation therapy (RT), with or without surgery or chemotherapy before RT. PROs were …

Optimizing Lower Intensity Triplet Therapy In Acute Myeloid Leukemia: A Practical Guide, Wei-Ying Jen, Curtis A Lachowiez, Jennifer Marvin-Peek, Jessica K Altman, Musa Yilmaz, Yasmin Abaza, Joshua F Zeidner, Naval G Daver, Andrew H Wei, Ghayas C Issa, Courtney D Dinardo

Faculty, Staff and Student Publications

Venetoclax-based doublets with azacitidine or low dose cytarabine are the standard of care for the treatment of acute myeloid leukemia (AML) in older patients or those unfit for intensive chemotherapy. However, some patients do not attain complete remission, and over time, most patients relapse. Frontline triplet therapy incorporating a targeted therapy (FLT3, IDH or menin inhibitor) is an emerging treatment concept under investigation for this population. Initial triplet regimens have yielded encouraging composite complete remission and measurable residual disease negativity rates, enabling the transition to allogeneic stem cell transplantation for eligible patients. While effective, triplets are associated with myelosuppression and …

Targeting The Hepatic Circadian Clock Concomitant With Tyrosine Kinase Inhibition Reverses Late-Stage Hepatocellular Carcinoma, Baharan Fekry, Savera Aggarwal, Rachel Van Drunen, Rafael Bravo, Andy Escalante, Sheng Pan, Kai Sun, David R Hall, Mamoun Younes, Kristin Eckel-Mahan

Faculty, Staff and Student Publications

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related deaths. Most patients present at advanced stages, and the effectiveness of tyrosine kinase inhibitors (TKIs) and immune checkpoint inhibitors is constrained by limited patient response. A subset of HCC shows elevated expression of the promoter 2 ("P2")-driven hepatocyte nuclear factor 4 alpha (HNF4α) isoform, which directly transcriptionally represses the circadian brain and muscle ARNT-like protein 1 (BMAL1) transcription factor. This subtype of HCC is robustly inhibited by the plant-based flavonoid nobiletin (NOB), a circadian-fortifying compound. Using patient-matched human HCC and serum, we show that BMAL1-deficient HCC shows exaggerated carnitine palmitoyl transferase …

Coordinated Transfer Of Dna Between Pol Θ And Pol Δ Resets Microhomology Choice During Double-Strand Break Repair, Yuzhen Li, Mark Returan, Adele T Guerin, April M Averill, Dorcas Oladapo, Richard D Wood

Faculty, Staff and Student Publications

DNA polymerase theta (Pol θ)-mediated end joining (TMEJ) initiates DNA double-strand break repair by using short homologies (microhomologies) between single-stranded DNA tails. This repair process is particularly important in cancer cells defective in homologous recombination. The exonuclease function of DNA polymerase delta (Pol δ) has been identified as an essential component for TMEJ, functioning to remove unpaired bases flanking a microhomology (MH). It is not known if the exonuclease removes all unpaired bases at once and how this removal might affect subsequent MH selection. Here, we reconstituted a functional TMEJ repair process using purified human Pol θ and Pol δ. …

Mycobacterium Chelonae Outbreak Investigation At A Quaternary Pediatric Hospital Following The Opening Of A Leed-Certified Critical Care Tower: Where Does Water Sustainability Intersect With Infection Control?, Andrea L Ankrum, Silvia M Caceres, Michael Torsell, Elaine Epperson, Vinicius Calado Nogueira De Moura, Michael Strong, Matthew J Strand, Rachel N Wilsey, Jennifer R Honda, Jane E Gross, Felicia A Scaggs-Huang

Faculty, Staff and Student Publications

Objective: Investigate the increased incidence of Mycobacterium chelonae positive respiratory cultures in hospitalized patients.

Design: Apply the Healthcare-Associated Links in Transmission of Nontuberculous Mycobacteria (HALT NTM) toolkit to an outbreak investigation of M. chelonae.

Setting: Quaternary-care pediatric hospital and medical center in the United States with a recently opened LEED-certified critical care tower.

Patients: Adult and pediatric patients with M. chelonae positive respiratory cultures between June 2022 and January 2024.

Methods: An epidemiological investigation involving clinical and laboratory practices, water management, building construction and renovation projects. Environmental sampling of air vents, water sources and endoscope reprocessing equipment was performed. M. …

Stiefel Md Anderson Oropharynx Cancer (Mda-Opc) Cohort: A Single-Institution, Prospective Longitudinal Outcomes Study, Amy Moreno, Ariana J Sahli, Faye Johnson, Xiaowen Sun, Carly Barbon, Wenye Song, Han Liang, Jun Li, Wei Liu, J Jack Lee, S J Frank, Stephen Lai, Clifton Fuller, Katherine Hutcheson

Faculty, Staff and Student Publications

Purpose: The MD Anderson Oropharynx Cancer (MDA-OPC) cohort is a unique single-institution, prospective longitudinal cancer cohort. The cohort aims to enhance the therapeutic index of OPC management by supporting data needs for independent investigators to conduct rigorous observational studies examining exposures and factors associated with acute and late toxicities, cancer progression, recurrence, new malignancies and quality of life in OPC survivors.

Participants: A total of 1811 patients with OPC with a minimum follow-up of 6 months have been consented to our prospective registry between 18 March 2015 and 29 December 2023. Clinical and treatment (Tx) data are available on all …

Live-Cell Quantitative Monitoring Reveals Distinct, High-Affinity Gβγ Regulations Of Girk2 And Girk1/2 Channels, Reem Handklo-Jamal, Tal Keren Raifman, Boris Shalomov, Patrick Hofer, Uri Kahanovitch, Galit Tabak, Haritha P Reddy, Orna Chomsky-Hecht, Debi Ranjan Tripathy, Kerstin Zuhlke, Carmen W Dessauer, Enno Klussmann, Yoni Haitin, Joel A Hirsch, Anna Stary-Weinzinger, Daniel Yakubovich, Nathan Dascal

Faculty, Staff and Student Publications

Gi/o protein-coupled receptors (GPCRs) inhibit cardiac and neuronal excitability via G protein-activated K+ channels (GIRK), assembled by combinations of GIRK1 - GIRK4 subunits. GIRKs are activated by direct binding of the Gβγ dimer of inhibitory Gi/o proteins. However, key aspects of this textbook signaling pathway remain debated. Recent studies suggested no Gi/o-GIRK pre-coupling and low (>250 µM) Gβγ-GIRK interaction affinity, contradicting earlier sub-µM estimates and implying low signaling efficiency. We show that Gγ prenylation, which mediates Gβγ membrane attachment required for GIRK activation, also contributes to the Gβγ-GIRK interaction, explaining the poor affinity obtained with non-prenylated Gβγ. Using quantitative …

Analysis Of A Deeply-Phenotyped Familial Hypercholesterolemia Cohort From Mexico Shows A Role For Both Rare And Common Alleles Across Known Dyslipidemia Genes And Reveals Structural Variation In A Novel Locus, Nicholas Katsanis, Niki Mourtzi, Consuelo D Quinto-Cortés, Alexandro J Martagon, Alexander G Ioannidis, Jeff Gulcher, Mohammad A Faghihi, Arturo Lopez-Pineda, Sonia Moreno-Grau, Daniel Mas Montserrat, Míriam Barrabés, David Bonet, Pavel Salazar Fernandez, Jeff Wall, Babak Moatamed, Roopa Mehta, Gabriela A Galan-Ramirez, Rafael Zubirán, Daniel Elias-Lopez, Teresa Tusié-Luna, Carlos A Aguilar-Salinas, Carlos D Bustamante

Faculty, Staff and Student Publications

Familial hypercholesterolemia (FH) is a genetic disorder driven in part by mutations in three genes that encode components of the cholesterol pathway: LDLR, APOB, and PCSK9. However, the majority of FH genetics has been performed in individuals of European descent. Here, we leveraged a cohort of 300 patients from the Mexican FH registry to understand how rare, high liability alleles and common variants might contribute to shaping individual risk. Using a combination of whole exome and of short- and long-read whole genome sequencing, we report three key findings. First, we observed that rare pathogenic point mutations and structural variants in …

Naphthalimide-Based Type-I Nano-Photosensitizers For Enhanced Antitumor Photodynamic Therapy: H2s Synergistically Regulates Pet And Self-Assembly, Huiyu Niu, Songnan Wang, Yang Liu, Nana Ma, Shuaiwei Cheng, Hyunsun Jeong, Ge Wang, Tony D James, Juyoung Yoon, Jonathan L Sessler, Hua Zhang

Faculty, Staff and Student Publications

Photodynamic therapy (PDT) relies on a combination of light and photosensitizers (PSs) to achieve local control over cancerous lesions. However, it is subject to limitations, including tumor hypoxia, low tumor targeting, off‐target phototoxicity, and always‐on fluorescence. Here, we propose a design strategy for activated nano‐PSs (N‐PSs) to simultaneously overcome the limitations of PDT, wherein photoinduced electron transfer (PeT) is coupled with an endogenous H2S‐regulated self‐association process to promote Type‐I photochemical reactions. Using theoretical calculations, spectral analysis, and microscopic imaging, we verified the generation of self‐assembly and occurrence of PeT. And it was also shown that H2S could synergistically inhibit the …

Divergent Prefrontal Cortex Circuits Regulate Cued Food Seeking Under Distinct Metabolic Or Emotional States, Xu O Zhang, Guillermo Aquino-Miranda, Claire E Cho, Yongzhe Wang, Duy Hoang Ha, Allen Dong, Fabricio H Do-Monte

Faculty, Staff and Student Publications

Flexibly adjusting food-seeking behaviour in response to food-associated cues and internal states is crucial for animals' survival. However, the neural mechanisms that modulate cued food-seeking behaviour during varying metabolic (i.e., hungry vs. satiated) and emotional (i.e., safe vs. threatened) states remain elusive. Here, we show that the encoding of metabolic or threat states in projection-defined neurons in the prelimbic cortex (PL) mediates cued food-seeking responses in rats. Using microendoscopic imaging, we demonstrate that neural population dynamics in PL consistently represent food cues, task-relevant behaviours, and internal state changes by recruiting distinct subsets of cue-responsive neurons at each state. Single-unit recording …

Liver-Directed Base Editing Of Abcc6 Prevents Ectopic Calcification In A Variant-Humanized Mouse Model Of Pseudoxanthoma Elasticum, Lauren C. Testa, Dora Obiri-Yeboah, Hooda Said, Ping Qu, Michael A. Levine, Mohamad-Gabriel Alameh, Kiran Musunuru, Qiaoli Li, Xiao Wang

Department of Biochemistry and Molecular Biology Faculty Papers

Pseudoxanthoma elasticum (PXE) is an autosomal recessive connective tissue disorder characterized by ectopic calcification of elastic fibers throughout the skin, retina, and arteries. It is caused by pathogenic variants in ABCC6 , which encodes a transmembrane transporter that primarily localizes to hepatocytes. Loss of ABCC6 function in hepatocytes leads to systemic deficiency of inorganic pyrophosphate (PPi), a potent inhibitor of calcification; such depletion of PPi from the circulation is responsible for multisystemic ectopic calcification seen in PXE. Therefore, liver-targeted variant correction by genome editing and subsequent restoration of systemic PPi may offer a one-and-done therapeutic approach for PXE. The ABCC6 …

Shp2: A Redox-Sensitive Regulator Linking Immune Checkpoint Inhibitor Therapy To Cancer Treatment And Vascular Risk, Silvia Fernanda López Moreno, Stefania Assunto Lenz, Bernardo Casso-Chapa, Angelica Paniagua-Bojorges, Jung Hyun Kim, Kevin T Nead, Gilbert Mejia, Oanh Hoang, Jonghae Lee, Steven H Lin, Joerg Herrmann, Guangyu Wang, Syed Wamique Yusuf, Cezar A Iliescu, Noah I Beinart, Charlotte Manisty, Masuko Ushio-Fukai, Tohru Fukai, Pietro Ameri, Roza I Nurieva, Michelle A T Hildebrandt, Keri Schadler, Efstratios Koutroumpakis, Sivareddy Kotla, Nhat-Tu Le, Jun-Ichi Abe

Faculty, Staff and Student Publications

Src homology 2-domain containing protein tyrosine phosphatase 2 (SHP2), encoded by the Ptpn11 gene (Tyrosine-protein phosphatase non-receptor type 11), is a key downstream effector of PD-1/PD-L1 signaling and is likely important, in addition to immune modulation, in tumor development and vascular homeostasis. SHP2 conveys PD-1 mediated inhibitory signaling in T cells, and is emerging as a therapeutic target. Importantly, there is an association between immune checkpoint inhibitors (ICIs), immune-related adverse events (irAEs), and cardiovascular complications, underscoring the need to understand SHP2’s role in these processes. This review aims to summarize current knowledge on SHP2/PTPN11 biology, its role in immune …

Integrative Profiling Strategies To Guide Personalized Therapy In Mantle Cell Lymphoma: A Pilot Study, Yang Liu, Holly A Hill, Yijing Li, Joseph Mcintosh, Vivian Jiang, Yixin Yao, Jared Zhang, Lawrence Qu, Jun Yao, Preetesh Jain, Ken Chen, Michael Wang

Faculty, Staff and Student Publications

Mantle cell lymphoma (MCL) responds to frontline therapy but is susceptible to relapse. While Bruton's tyrosine kinase inhibitors (BTKi) achieve high response rates, most patients eventually experience disease progression. Predicting responses to subsequent treatments remains challenging due to the lack of an established platform. Heterogeneity in gene alterations and cellular pathways contribute to resistance, complicating treatment approaches. Here, we present a multi-modal profiling platform, targeting key pathways rather than focusing on singular DNA-associated lesions. We identified dysregulated signaling pathways by performing gene expression profiling on 20 MCL samples using a custom MCL MATCH gene set and analyzed the data with …