Genetic Phenomena Commons^™

Clicksam: Fine-Tuning Segment Anything Model Using Click Prompts For Ultrasound Image Segmentation, Aimee Guo, Grace Fei, Hemanth Pasupuleti, Jing Wang

Faculty, Staff and Student Publications

The newly released Segment Anything Model (SAM) is a popular tool used in image processing due to its superior segmentation accuracy, variety of input prompts, training capabilities, and efficient model design. However, its current model is trained on a diverse dataset not tailored to medical images, particularly ultrasound images. Ultrasound images tend to have a lot of noise, making it difficult to segment out important structures. In this project, we developed ClickSAM, which fine-tunes the Segment Anything Model using click prompts for ultrasound images. ClickSAM has two stages of training: the first stage is trained on single-click prompts centered …

Aleukemic Chronic Myeloid Leukemia Without Neutrophilia And Thrombocytosis: A Report From The Bcr::Abl1 Pathology Group, Daniel Rivera, Wei Cui, Juehua Gao, Deniz Peker, Qian-Yun Zhang, Rajan Dewar, Lianqun Qiu, Sergej Konoplev, Zhihong Hu, Koji Sasaki, Aileen Y Hu, Shuyu E, Meng Liu, Hong Fang, Wei Wang, Guilin Tang, Jane F Apperley, Andreas Hochhaus, Jorge E Cortes, Joseph D Khoury, L Jeffrey Medeiros, Elias Jabbour, Shimin Hu

Faculty, Staff and Student Publications

Chronic myeloid leukemia (CML) is characterized by leukocytosis with left-shifted neutrophilia, basophilia, eosinophilia, and variable thrombocytosis. However, extremely rare cases of patients with CML without significant leukocytosis and thrombocytosis (aleukemic phase [ALP] CML, or CML-ALP) have been reported. Due to its rarity and limited awareness, there remains a significant knowledge gap concerning the pathologic diagnosis, disease progression, and optimal patient management and outcomes. In this multi-institutional study, we investigated 31 patients with CML-ALP. Over half (54.8%) of patients had a history of or concurrent hematopoietic or nonhematopoietic malignancies. At time of diagnosis of CML-ALP, approximately 26.7% of patients exhibited neutrophilia, …

Trps1 And Gata3 Expression In Invasive Breast Carcinoma With Apocrine Differentiation, Jing Wang, Yan Peng, Hongxia Sun, Phyu P Aung, Erika Resetkova, Clinton Yam, Aysegul A Sahin, Lei Huo, Qingqing Ding

Faculty, Staff and Student Publications

Context.—: The recently identified immunohistochemical marker TRPS1 is highly sensitive and specific for invasive breast carcinoma, especially triple-negative breast carcinoma. However, TRPS1 expression in special morphologic subtypes of breast cancer is unclear.

Objective.—: To investigate the expression of TRPS1 in invasive breast cancer with apocrine differentiation, in comparison to the expression of GATA3.

Design.—: A total of 52 invasive breast carcinomas with apocrine differentiation, comprising 41 triple-negative breast carcinomas and 11 estrogen receptor (ER) and progesterone receptor (PR)-negative, human epidermal growth factor receptor 2 (HER2)-positive cases, along with 11 triple-negative breast carcinomas without apocrine differentiation, were evaluated for TRPS1 and …

Shape Anisotropy-Governed High-Performance Nanomagnetosol For In Vivo Magnetic Particle Imaging Of Lungs, Saumya Nigam, Jeotikanta Mohapatra, Ashley V Makela, Hanaan Hayat, Jessi Mercedes Rodriguez, Aixia Sun, Elizabeth Kenyon, Nathan A Redman, Dana Spence, George Jabin, Bin Gu, Mohamed Ashry, Lorenzo F Sempere, Arijit Mitra, Jinxing Li, Jiahui Chen, Guo-Wei Wei, Steven Bolin, Brett Etchebarne, J Ping Liu, Christopher H Contag, Ping Wang

Faculty, Staff and Student Publications

Caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), coronavirus disease 2019 (COVID-19) has shown extensive lung manifestations in vulnerable individuals, putting lung imaging and monitoring at the forefront of early detection and treatment. Magnetic particle imaging (MPI) is an imaging modality, which can bring excellent contrast, sensitivity, and signal-to-noise ratios to lung imaging for the development of new theranostic approaches for respiratory diseases. Advances in MPI tracers would offer additional improvements and increase the potential for clinical translation of MPI. Here, a high-performance nanotracer based on shape anisotropy of magnetic nanoparticles is developed and its use in MPI imaging …

Correction: Il-1Α Mediates Innate And Acquired Resistance To Immunotherapy In Melanoma, Shubhra Singh, Zhilan Xiao, Karishma Bavisi, Jason Roszik, Brenda D Melendez, Zhiqiang Wang, Mark J Cantwell, Richard E Davis, Greg Lizee, Patrick Hwu, Sattva S Neelapu, Willem W Overwijk, Manisha Singh

Faculty, Staff and Student Publications

No abstract provided.

The Artificial Intelligence-Based Model Anorak Improves Histopathological Grading Of Lung Adenocarcinoma, Xiaoxi Pan, Khalid Abduljabbar, Jose Coelho-Lima, Anca-Ioana Grapa, Hanyun Zhang, Alvin Ho Kwan Cheung, Juvenal Baena, Takahiro Karasaki, Claire Rachel Wilson, Marco Sereno, Selvaraju Veeriah, Sarah J Aitken, Allan Hackshaw, Andrew G Nicholson, Mariam Jamal-Hanjani, Charles Swanton, Yinyin Yuan, John Le Quesne, David A Moore

Faculty, Staff and Student Publications

The introduction of the International Association for the Study of Lung Cancer grading system has furthered interest in histopathological grading for risk stratification in lung adenocarcinoma. Complex morphology and high intratumoral heterogeneity present challenges to pathologists, prompting the development of artificial intelligence (AI) methods. Here we developed ANORAK (pyrAmid pooliNg crOss stReam Attention networK), encoding multiresolution inputs with an attention mechanism, to delineate growth patterns from hematoxylin and eosin-stained slides. In 1,372 lung adenocarcinomas across four independent cohorts, AI-based grading was prognostic of disease-free survival, and further assisted pathologists by consistently improving prognostication in stage I tumors. Tumors with discrepant …

Increased Prevalence Of Clostridioides Difficile Infection Among Pediatric Oncology Patients: Risk Factors For Infection And Complications, Brianna R Murphy, Natalie J Dailey Garnes, Hyunsoo Hwang, Christine B Peterson, Kevin W Garey, Pablo Okhuysen

Faculty, Staff and Student Publications

Background: Pediatric oncology patients, who are typically immunosuppressed, exposed to medications associated with increased Clostridioides difficile infection (CDI) risk and hospitalized, are expected to be at substantial risk for infection and complications. Although certain C. difficile ribotypes have been associated with more severe infection in adults, such an association has not been described in children.

Methods: To characterize CDI epidemiology, including risk factors and complications among pediatric oncology patients, we retrospectively reviewed charts of patients 1-18 years old treated at a designated cancer center during 2000-2017. We used fluorescence-based polymerase chain reaction to identify ribotypes causing disease at our institution. …

Deep Learning-Based Automatic Segmentation Of Cardiac Substructures For Lung Cancers, Xinru Chen, Raymond P Mumme, Kelsey L Corrigan, Yuki Mukai-Sasaki, Efstratios Koutroumpakis, Nicolas L Palaskas, Callistus M Nguyen, Yao Zhao, Kai Huang, Cenji Yu, Ting Xu, Aji Daniel, Peter A Balter, Xiaodong Zhang, Joshua S Niedzielski, Sanjay S Shete, Anita Deswal, Laurence E Court, Zhongxing Liao, Jinzhong Yang

Faculty, Staff and Student Publications

Purpose: Accurate and comprehensive segmentation of cardiac substructures is crucial for minimizing the risk of radiation-induced heart disease in lung cancer radiotherapy. We sought to develop and validate deep learning-based auto-segmentation models for cardiac substructures.

Materials and methods: Nineteen cardiac substructures (whole heart, 4 heart chambers, 6 great vessels, 4 valves, and 4 coronary arteries) in 100 patients treated for non-small cell lung cancer were manually delineated by two radiation oncologists. The valves and coronary arteries were delineated as planning risk volumes. An nnU-Net auto-segmentation model was trained, validated, and tested on this dataset with a split ratio of 75:5:20. …

Genomic Staging Of Multifocal Lung Squamous Cell Carcinomas Is Independent Of The Comprehensive Morphologic Assessment, Sanja Dacic, Xuanye Cao, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridion, Sabina Berezowska, Yuchen Han, Jin-Haeng Chung, Mary Beth Beasley, Lin Dongmei, David Hwang, Mari Mino-Kenudson, Yuko Minami, Mauro Papotti, Natasha Rekhtman, Anja C Roden, Erik Thunnissen, Ming-Sound Tsao, Yasushi Yatabe, Akihiko Yoshida, Linghua Wang, Douglas J Hartman, Jacob A Jerome, Humam Kadara, Teh-Ying Chou, Ignacio I Wistuba

Faculty, Staff and Student Publications

Introduction: Morphologic and molecular data for staging of multifocal lung squamous cell carcinomas (LSCCs) are limited. In this study, whole exome sequencing (WES) was used as the gold standard to determine whether multifocal LSCC represented separate primary lung cancers (SPLCs) or intrapulmonary metastases (IPMs). Genomic profiles were compared with the comprehensive morphologic assessment.

Methods: WES was performed on 20 tumor pairs of multifocal LSCC and matched normal lymph nodes using the Illumina NovaSeq6000 S4-Xp (Illumina, San Diego, CA). WES clonal and subclonal analysis data were compared with histologic assessment by 16 thoracic pathologists. In addition, the immune gene profiling of …

Transmission Of Amyloid-Β Pathology In Humans: A Perspective On Clinical Evidence, Celso S G Catumbela, Rodrigo Morales

Faculty, Staff and Student Publications

No abstract provided.

Azithromycin Reduces Hemoglobin-Induced Innate Neuroimmune Activation, Chirayu D Pandya, Hemendra J Vekaria, Miriam Zamorano, Amanda L Trout, Rodney M Ritzel, Gary U Guzman, Christopher Bolden, Patrick G Sullivan, John C Gensel, Brandon A Miller

Faculty, Staff and Student Publications

Neonatal intraventricular hemorrhage (IVH) releases blood products into the lateral ventricles and brain parenchyma. There are currently no medical treatments for IVH and surgery is used to treat a delayed effect of IVH, post-hemorrhagic hydrocephalus. However, surgery is not a cure for intrinsic brain injury from IVH, and is performed in a subacute time frame. Like many neurological diseases and injuries, innate immune activation is implicated in the pathogenesis of IVH. Innate immune activation is a pharmaceutically targetable mechanism to reduce brain injury and post-hemorrhagic hydrocephalus after IVH. Here, we tested the macrolide antibiotic azithromycin, which has immunomodulatory properties, to …

Phase 2 Study Of Inotuzumab Ozogamicin For Measurable Residual Disease In Acute Lymphoblastic Leukemia In Remission, Elias Jabbour, Fadi G Haddad, Nicholas J Short, Jayastu Senapati, Nitin Jain, Koji Sasaki, Jeffrey Jorgensen, Sa A Wang, Yesid Alvarado, Xuemei Wang, Courtney Dinardo, Lucia Masarova, Tapan Kadia, Rebecca S Garris, Farhad Ravandi, Hagop Kantarjian

Faculty, Staff and Student Publications

The detection of measurable residual disease (MRD) is the strongest predictor of relapse in acute lymphoblastic leukemia (ALL). Using inotuzumab ozogamicin in the setting of MRD may improve outcomes. Patients with ALL in first complete remission (CR1) or beyond (CR2+) with MRD ≥ 1 × 10-4 were enrolled in this phase 2 trial. Inotuzumab was administered at 0.6 mg/m2 on day 1 and 0.3 mg/m2 on day 8 of cycle 1, then at 0.3 mg/m2 on days 1 and 8 of cycles 2-6. Twenty-six consecutive patients with a median age of 46 years (range, 19-70 years) were treated. Nineteen (73%) …

Acquisition Of Tp63 Rearrangement In Large Cell Transformation Of Mycosis Fungoides, Karen A Nahmod, Guilin Tang, Shaoying Li, Carlos Torres-Cabala, Jie Xu

Faculty, Staff and Student Publications

No abstract provided.

Novel Hemizygous Single-Nucleotide Duplication In Rpgr In A Patient With Retinal Dystrophy And Sensorineural Hearing Loss, Ryan J German, Blake Vuocolo, Liesbeth Vossaert, Nichole Owen, Richard A Lewis, Lisa Saba, Texome Project, Michael F Wangler, Sandesh Nagamani

Duncan NRI Faculty and Staff Publications

Background: The RPGR gene has been associated with X-linked cone-rod dystrophy. This report describes a variant in RPGR detected with exome sequencing (ES). Genes like RPGR have not always been included in panel-based testing and thus genome-wide tests such as ES may be required for accurate diagnosis.

Methods: The Texome Project is studying the impact of ES in medically underserved patients who are in need of genomic testing to guide diagnosis and medical management. The hypothesis is that ES could uncover diagnoses not made by standard medical care.

Results: A 58-year-old male presented with retinitis pigmentosa, sensorineural hearing loss, and …

Matr3 Pathogenic Variants Differentially Impair Its Cryptic Splicing Repression Function, Mashiat Khan, Xiao Xiao Lily Chen, Michelle Dias, Jhune Rizsan Santos, Sukhleen Kour, Justin You, Rebekah Van Bruggen, Mohieldin M M Youssef, Ying-Wooi Wan, Zhandong Liu, Jill A Rosenfeld, Qiumin Tan, Udai Bhan Pandey, Hari Krishna Yalamanchili, Jeehye Park

Duncan NRI Faculty and Staff Publications

Matrin-3 (MATR3) is an RNA-binding protein implicated in neurodegenerative and neurodevelopmental diseases. However, little is known regarding the role of MATR3 in cryptic splicing within the context of functional genes and how disease-associated variants impact this function. We show that loss of MATR3 leads to cryptic exon inclusion in many transcripts. We reveal that ALS-linked S85C pathogenic variant reduces MATR3 solubility but does not impair RNA binding. In parallel, we report a novel neurodevelopmental disease-associated M548T variant, located in the RRM2 domain, which reduces protein solubility and impairs RNA binding and cryptic splicing repression functions of MATR3. Altogether, our research …

Locoregional Therapies In Immunologically "Cold" Tumors: Opportunities And Clinical Trial Design Considerations, Pavlos Msaouel, Rahul A Sheth

Faculty, Staff and Student Publications

Immunotherapy has revolutionized cancer management, but many tumors, particularly immunologically "cold" tumors, remain resistant to the therapy. The combination of conventional systemic immunotherapies and locoregional interventional radiology approaches is being explored to transform these cold tumors into immunologically active "hot" ones. The present article uses the example of chromophobe renal cell carcinoma (ChRCC), a renal cell carcinoma subtype resistant to current systemic immunotherapies, to address practical and conceptual challenges that have prevented the activation of clinical trials specifically designed for this malignancy to date. The practical framework discussed herein can help overcome logistic and funding limitations and facilitate the development …

The Future Of Targeting Cytotoxic T-Lymphocyte-Associated Protein-4: Is There A Role?, Anna Maria Di Giacomo, Michael Lahn, Alexander Mm Eggermont, Bernard Fox, Ramy Ibrahim, Padmanee Sharma, James P Allison, Michele Maio

Faculty, Staff and Student Publications

The 2022 yearly Think Tank Meeting in Siena, Tuscany (Italy), organized by the Italian Network for Tumor Biotherapy (NIBIT) Foundation, the Parker Institute for Cancer Immunotherapy and the World Immunotherapy Council, included a focus on the future of integrating and expanding the use of targeting cytotoxic T-lymphocyte-associated protein 4 (CTLA-4). The conference members exchanged their views on the lessons from targeting CTLA-4 and compared the effect to the impact of blocking Programmed cell death protein 1 (PD1) or its ligand (PDL1). The increasing experience with both therapeutic approaches and their combination suggests that targeting CTLA-4 may lead to more durable …

Genetic Intratumor Heterogeneity Remodels The Immune Microenvironment And Induces Immune Evasion In Brain Metastasis Of Lung Cancer, Xin Wang, Hua Bai, Jiyang Zhang, Zhijie Wang, Jianchun Duan, Hongqing Cai, Zheng Cao, Qingtang Lin, Xiaosheng Ding, Yiting Sun, Wei Zhang, Xiaoya Xu, Hao Chen, Dadong Zhang, Xiaoli Feng, Jinghai Wan, Jianjun Zhang, Jie He, Jie Wang

Faculty, Staff and Student Publications

Introduction: Brain metastasis, with the highest incidence in patients with lung cancer, significantly worsens prognosis and poses challenges to clinical management. To date, how brain metastasis evades immune elimination remains unknown.

Methods: Whole-exome sequencing and RNA sequencing were performed on 30 matched brain metastasis, primary lung adenocarcinoma, and normal tissues. Data from The Cancer Genome Atlas primary lung adenocarcinoma cohort, including multiplex immunofluorescence, were used to support the findings of bioinformatics analysis.

Results: Our study highlights the key role of intratumor heterogeneity of genomic alterations in the metastasis process, mainly caused by homologous recombination deficiency or other somatic copy number …

Experiences Of Patients With Peritoneal Carcinomatosis-Related Complex Care Needs And Their Caregivers, Rachel A Pozzar, Jaclyn A Wall, Anna Tavormina, Embree Thompson, Andrea C Enzinger, Ursula A Matulonis, Susana Campos, Larissa A Meyer, Alexi A Wright

Faculty, Staff and Student Publications

Background: Patients with peritoneal carcinomatosis (PC) frequently undergo palliative procedures, yet these patients and their caregivers report being unprepared to manage ostomies, drains, and other complex care needs at home. The purpose of this study was to characterize the unique needs of these patients and their caregivers during care transitions.

Methods: Patients completed measures of health status and advance care planning, caregivers completed measures of preparedness and burden, and all participants completed measures of depression and anxiety. Participants detailed their experiences in individual, semi-structured interviews. We analyzed data using descriptive statistics and conventional content analysis.

Results: Sixty-one patients and 39 …

Sox11+ Large B-Cell Neoplasms: Cyclin D1-Negative Blastoid/Pleomorphic Mantle Cell Lymphoma Or Large B-Cell Lymphoma?, Shaoying Li, Guilin Tang, Preetesh Jain, Pei Lin, Jie Xu, Roberto N Miranda, Joanne Cheng, C Cameron Yin, M James You, Michael L Wang, L Jeffrey Medeiros

Faculty, Staff and Student Publications

Large or blastoid B-cell neoplasms that are SOX11+ are a diagnostic dilemma and raise a differential diagnosis of cyclin D1-negative blastoid/pleomorphic mantle cell lymphoma (MCL) versus diffuse large B-cell lymphoma (DLBCL) or blastoid high-grade B-cell lymphoma (HGBL) with aberrant SOX11 expression. Here we report a study cohort of 13 SOX11+ large/blastoid B-cell neoplasms. Fluorescence in situ hybridization analysis was negative for CCND1 rearrangement in all 13 cases; 1 of 8 (12.5%) cases tested showed CCND2 rearrangement and 2 (25%) cases had extracopies of CCND2. Gene expression profiling showed that the study group had a gene expression signature similar to cyclin …