Biomedical Informatics Commons^™

Pathologist-Read Vs Ai-Driven Assessment Of Tumor-Infiltrating Lymphocytes In Melanoma, Thazin N Aung, Matthew Liu, David Su, Saba Shafi, Ceren Boyaci, Sanna Steen, Nikolaos Tsiknakis, Joan Martinez Vidal, Nigel Maher, Goran Micevic, Samuel X Tan, Matthew D Vesely, Saeed Nourmohammadi, Yalai Bai, Dijana Djureinovic, Pok Fai Wong, Katherine Bates, Nay N N Chan, Niki Gavirelatou, Mengni He, Sneha Burela, Robert Barna, Martina Bosic, Konstantin Bräutigam, Irineu Illabochaca, Zhou Chenhao, Joao Gama, Bianca Kreis, Reka Mohacsi, Nir Pillar, Joao Pinto, Christos Poulios, Maria Angeliki Toli, Evangelos Tzoras, Yadriel Bracero, Francesca Bosisio, Gábor Cserni, Alis Dema, Francesco Fortarezza, Mercedes Solorzano Gonzalez, Irene Gullo, Francisco Javier Queipo Gutiérrez, Ezgi Hacihasanoglu, Viktor Jovic, Bianca Lazar, Maria Olinca, Christina Neppl, Rui Caetano Oliveira, Federica Pezzuto, Daniel Gomes Pinto, Vanda Plotar, Ovidiu Pop, Tilman Rau, Kristijan Skok, Wenwen Sun, Ezgi Dicle Serbes, Wiebke Solass, Olga Stanowska, Marcell Szasz, Krzysztof Szymonski, Franziska Thimm, Danielle Vignati, Alon Vigdorovits, Victor Prieto, Tobias Sinnberg, James Wilmott, Shawn Cowper, Jonathan Warrell, Yvonne Saenger, Johan Hartman, Jasmine Plummer, Iman Osman, David L Rimm, Balazs Acs

Faculty, Staff and Student Publications

Importance: Tumor-infiltrating lymphocytes (TILs) are a provocative biomarker in melanoma, influencing diagnosis, prognosis, and immunotherapy outcomes; however, traditional pathologist-read TIL assessment on hematoxylin and eosin-stained slides is prone to interobserver variability, leading to inconsistent clinical decisions. Therefore, development of newer TIL scoring approaches that produce more reliable and consistent readouts is important.

Objective: To evaluate the analytical and clinical validity of a machine learning algorithm for TIL quantification in melanoma compared with traditional pathologist-read methods.

Design, setting, and participants: This multioperator, global, multi-institutional prognostic study compared TIL scoring reproducibility between traditional pathologist-read methods and an artificial intelligence (AI)-driven approach. The …

Adtnorm: Robust Integration Of Single-Cell Protein Measurement Across Cite-Seq Datasets, Ye Zheng, Daniel P Caron, Ju Yeong Kim, Seong-Hwan Jun, Yuan Tian, Florian Mair, Kenneth D Stuart, Peter A Sims, Raphael Gottardo

Faculty, Staff and Student Publications

Cellular Indexing of Transcriptomes and Epitopes by Sequencing (CITE-seq) enables paired measurement of surface protein and mRNA expression in single cells using antibodies conjugated to oligonucleotide tags. Due to the high copy number of surface protein molecules, sequencing antibody-derived tags (ADTs) allows for robust protein detection, improving cell-type identification. However, variability in antibody staining leads to batch effects in the ADT expression, obscuring biological variation, reducing interpretability, and obstructing cross-study analyses. Here, we present ADTnorm, a normalization and integration method designed explicitly for ADT abundance. Benchmarking against 14 existing scaling and normalization methods, we show that ADTnorm accurately aligns populations …

Mutation Dynamics From Diagnosis To Relapse In Acute Myeloid Leukemia With Chromosomal 7 Deletions, Eitan Kugler, Enes Dasdemir, Alex Bataller, Bofei Wang, Courtney D Dinardo, Naval Daver, Musa Yilmaz, Nicholas J Short, Gautam Borthakur, Tapan M Kadia, Koji Sasaki, Danielle Hammond, Alexandre Bazinet, Ehsan Irajizad, Beenu Thakral, Sherry Pierce, Patrick Reville, Farhad Ravandi, Hussein A Abbas

Faculty, Staff and Student Publications

Monosomy 7 and 7q deletions (-7/del(7q)) are the most common adverse cytogenetic event in acute myeloid leukemia (AML), linked to high relapse rates. We analyzed 115 AML patients with -7/del(7q) who achieved remission after induction therapy to characterize the mutational landscape from diagnosis to relapse. Median overall survival (OS) was 10.4 months, with improved survival in patients without TP53 mutation (13.04 vs. 8.6 months) or complex karyotype (12.4 vs. 8.6 months). TP53 mutations were most frequent (67% of cases at diagnosis) and persisted in 97% of patients at relapse. At time of relapse, patients with TP53 mutations had fewer co-occurring …

Blood Bacterial Dna Signatures In A Prospective Cohort Of Patients With Masld Cirrhosis, Suet-Ying Kwan, Lillian I Dolapchiev, Caren I Sanchez, Tiffany L Calderone, Jessica I Sanchez, Megha B Bhongade, Ahmed El Sabagh, Darrel W Cleere, Nakul Gupta, Prasun K Jalal, David W Victor, Laura Beretta

Faculty, Staff and Student Publications

Background: Predictive biomarkers are needed to identify individuals with metabolic dysfunction-associated steatotic liver disease (MASLD), at high risk for HCC. Our study aimed to determine whether the detection of circulating bacterial DNA could be associated with HCC development in MASLD patients with liver cirrhosis.

Methods: We developed a multicenter prospective cohort of patients with cirrhosis undergoing surveillance for HCC by contrast-enhanced magnetic resonance imaging. In a nested cohort study, we performed 16S rRNA sequencing of cell-free DNA extracted from 343 longitudinal plasma samples collected from 151 MASLD patients with cirrhosis. Among the 151 patients, 25 developed HCC during follow-up.

Results: …

Long-Term Transfusion Independence With Luspatercept Versus Epoetin Alfa In Erythropoiesis-Stimulating Agent-Naive, Lower-Risk Myelodysplastic Syndromes In The Commands Trial, Guillermo Garcia-Manero, Valeria Santini, Amer M Zeidan, Rami S Komrokji, Veronika Pozharskaya, Shelonitda Rose, Karen Keeperman, Yinzhi Lai, Sameer Kalsekar, Barkha Aggarwal, Dimana Miteva, David Valcárcel, Pierre Fenaux, Jake Shortt, Matteo Giovanni Della Porta, Uwe Platzbecker

Faculty, Staff and Student Publications

Introduction: The efficacy of erythropoiesis-stimulating agents (ESAs) for transfusion-dependent (TD) anemia in lower-risk myelodysplastic syndromes (LR-MDS) is limited. Luspatercept achieved significantly greater rates of red blood cell (RBC) transfusion independence (TI) versus epoetin alfa (an ESA) in the phase 3 COMMANDS trial. This analysis assessed long-term RBC-TI, cumulative response, and safety with luspatercept in COMMANDS.

Methods: Eligible patients aged ≥ 18 years, with ESA-naive, RBC TD LR-MDS were randomized 1:1 to receive luspatercept (1.0 mg/kg, titration to 1.75 mg/kg permitted) or epoetin alfa (450 IU/kg, titration to 1050 IU/kg). Disease assessment was carried out at week 24 (day 169) and …

Hyalinization-Based Pathologic Response And Immune Infiltration Following Neoadjuvant Radiotherapy With Or Without Immune-Checkpoint Blockade In Localized Undifferentiated Pleomorphic Sarcoma, R S Traweek, M Zoghbi, R Lazcano, B M Cope, A J Bishop, A Farooqi, D Mitra, A K Yoder, B A Guadagnolo, D R Ingram, K Wani, D Shamsutdinova, A J Lazar, W-L Wang, C P Scally, E Z Keung, K E Torres, K K Hunt, R Ratan, J A Livingston, M S Nakazawa, D M Araujo, S Patel, V Ravi, A P Conley, M A Zarzour, N Somaiah, C L Roland, E F Nassif Haddad

Faculty, Staff and Student Publications

BACKGROUND: Standard-of-care treatment of localized undifferentiated pleomorphic sarcoma (UPS) involves preoperative radiotherapy (RT) and surgery. Combination of RT with immune-checkpoint blockade (ICB) represents a promising new strategy.

METHODS: Our primary objective was to assess survival outcomes and pathologically documented response in patients receiving RT with or without ICB or chemotherapy.

RESULTS: In a retrospective cohort of 68 patients with primary or locally recurrent UPS who received neoadjuvant RT with or without ICB, the ICB group had greater tumor hyalinization than the non-ICB group (89% compared with 30%, P = 0.018). In the non-ICB group, 19/37 patients (51%) achieved hyalinization-based pathologic …

Dynamic Contrast-Enhanced Mri Processing Comparison For Distinguishing True Progression From Pseudoprogression In High-Grade Glioma, Ahmad Amer, Shehbaz Ansari, Apollo Krayyem, Suprateek Kundu, Swapnil Khose, Halyna Pokhylevych, Susana Calle, Chirag B Patel, Zixi Yang, Ho-Ling Anthony Liu, Jason M Johnson

Faculty, Staff and Student Publications

Background: Treatment-related changes may occur due to radiation and temozolomide in glioblastoma and can mimic tumor progression on conventional MRI. DCE-MRI enables quantification of the extent of blood-brain barrier (BBB) disruption, providing information about areas of suspicious postcontrast T1 enhancement. We compared DCE-MRI processing methods for distinguishing true disease progression from pseudoprogression in high-grade gliomas (HGGs).

Methods: We identified 110 patients with HGG treated with surgery and chemoradiation who underwent DCE-MRI to further interrogate areas of new/increasing enhancement. All patients had confirmatory surgery/biopsy with pathology-confirmed progression or pseudoprogression. Scans were performed at 3T and analyzed using nordicICE. The MCA, SSS, …

Kap1 Promotes Gastric Adenocarcinoma Progression By Activating Hippo/Yap1 Signaling Via Binding To Hnrnpab, Shumei Song, Yibo Fan, Gengyi Zou, Longfei Huo, Janani Kumar, Yuan Li, Ruiping Wang, Enyu Dai, Jiankang Jin, Ailing W Scott, Shan Shao, Melissa Pool Pizzi, Jody V Vykoukal, Hiroyuki Katayama, Samir Hanash, George A Calin, Xing Zhang, Min Gyu Lee, Zhenning Wang, Yuan-Hung Lo, Qiong Gan, Rebecca E Waters, Feng Yin, Linghua Wang, Xiaodong Cheng, Jaffer A Ajani, Shilpa S Dhar

Faculty, Staff and Student Publications

Gastric adenocarcinoma (GAC) remains a significant global health challenge, with over a million new cases annually. Peritoneal carcinomatosis (PC), detected in ∼20 % of cases at diagnosis and ∼45 % later, is uniformly fatal, with limited treatment options. This study investigated the role of KAP1 in GAC progression, focusing on its interaction with YAP1 and cancer stemness traits. Analysis of over 596 primary GACs and 72 PC samples revealed that high nuclear KAP1 expression correlates with poor prognosis. KAP1 knockdown reduced oncogenic activity and stemness traits in GAC cells. Mechanistically, KAP1 positively regulates YAP1 transcription by binding to its promoter …

Risk Of Early Death After Acute Leukemia Diagnosis Among Adolescents And Young Adults, Amy M Berkman, Clark R Andersen, Vidya Puthenpura, Nicholas J Short, Kelly Merriman, Mahesh Swaminathan, Branko Cuglievan, David Mccall, Courtney Dinardo, Cesar Nunez, Nitin Jain, Tapan Kadia, Ghayas Issa, Amber Gibson, Miriam B Garcia, J Andrew Livingston, Susan Parsons, Michelle A T Hildebrandt, Michael E Roth

Faculty, Staff and Student Publications

Background: Advances in care have led to improvements in survival for adolescents and young adults (AYAs) diagnosed with cancer; however, the risk of early death remains high for certain cancers, particularly acute leukemias. Risk factors for early death in AYAs diagnosed with acute leukemia have not been well studied.

Methods: The Surveillance, Epidemiology, and End Results registry was used to assess risk of early death (within 2 months of diagnosis) in AYAs diagnosed with acute leukemia (n = 16 153). Early death proportion, by year, for AYAs diagnosed between 2006 and 2020 was described. Associations between incidence of early death …

A Follow-Up Study On The Novel Use Of Contrast-Enhanced Susceptibility-Weighted Imaging For Extremity Desmoid Fibromatosis Response Assessment, Raul F Valenzuela, Elvis Duran-Sierra, Mathew Antony, Behrang Amini, Sam Lo, Keila E Torres, Ken-Pin Hwang, Jingfei Ma, R Jasson Stafford, Ravin Ratan, John E Madewell, Dejka Araujo, William A Murphy, Colleen M Costelloe

Faculty, Staff and Student Publications

Desmoid tumors are rare mesenchymal neoplasms characterized by a clonal proliferation of fibroblasts and myofibroblasts. Using the novel contrast-enhanced susceptibility-weighted imaging (CE-SWI) for characterizing desmoid tumors can enhance the separation between fibrous T2-hypointense and cellular T1-enhancing components. We aim to evaluate the effectiveness of the CE-SWI signal, volumetric, and radiomics-derived features in assessing desmoid treatment response. This IRB-approved study included 17 single-lesion extremity desmoid fibromatosis patients who underwent standard-of-care MRI, including CE-SWI, from March 2021 to February 2024. Measurements of maximum diameter, volume, and the modified Choi (m-Choi: tumor/muscle T2 ratio) were computed based on CE-SWI and T2-STIR volumetric tumor …

Autologous T Cell Therapy For Prame, Martin Wermke, Dejka M Araujo, Manik Chatterjee, Apostolia M Tsimberidou, Tobias A W Holderried, Amir A Jazaeri, Ran Reshef, Carsten Bokemeyer, Winfried Alsdorf, Katrin Wetzko, Peter Brossart, Katrin Aslan, Linus Backert, Sebastian Bunk, Jens Fritsche, Swapna Gulde, Silvana Hengler, Norbert Hilf, Mohammad B Hossain, Jens Hukelmann, Mamta Kalra, Delfi Krishna, M Alper Kursunel, Dominik Maurer, Andrea Mayer-Mokler, Regina Mendrzyk, Ali Mohamed, Karine Pozo, Arun Satelli, Marilena Letizia, Heiko Schuster, Oliver Schoor, Claudia Wagner, Hans-Georg Rammensee, Carsten Reinhardt, Harpreet Singh-Jasuja, Steffen Walter, Toni Weinschenk, Jason J Luke, Cedrik M Britten

Faculty, Staff and Student Publications

In contrast to chimeric antigen receptor T cells, T cell receptor (TCR)-engineered T cells can target intracellular tumor-associated antigens crucial for treating solid tumors. However, most trials published so far show limited clinical activity. Here we report interim data from a first-in-human, multicenter, open-label, 3 + 3 dose-escalation/de-escalation phase 1 trial studying IMA203, an autologous preferentially expressed antigen in melanoma (PRAME)-directed TCR T cell therapy in HLA-A*02+ patients with PRAME+ recurrent and/or refractory solid tumors, including melanoma and sarcoma. Primary objectives include the evaluation of safety and tolerability and the determination of the maximum tolerated dose (MTD) and/or recommended dose …

Outcomes And Toxicity Following 3 Or More Definitive Courses Of Thoracic Radiation Therapy For Non-Small Cell Lung Cancer, Abigael Odwuor, Percy Lee, Joe Y Chang, Saumil Gandhi, Zhongxing Liao, Steven H Lin, Aileen Chen, Quynh-Nhu Nguyen, Michael S O'Reilly, Stephen G Chun, Julianna Bronk, David Qian, Matthew S Ning

Faculty, Staff and Student Publications

Purpose: Salvage re-irradiation is increasingly utilized to manage non-small cell lung cancer (NSCLC) locoregional recurrence or new lung primaries in previously treated areas. There is sparse information on efficacy and toxicity profile. We report a large experience of patients treated with multiple courses of definitive radiation for new and recurrent NSCLC.

Methods and materials: Medical records of patients who underwent ≥ 3 definitive thoracic radiation therapy (RT) courses for new or recurrent NSCLC at our cancer center from 2012 through 2021 were retrospectively reviewed following institutional review board approval. Toxicity was graded per Common Terminology Criteria for Adverse Events (CTCAE) …

Crem Is A Regulatory Checkpoint Of Car And Il-15 Signalling In Nk Cells, Hind Rafei, Rafet Basar, Sunil Acharya, Yu-Sung Hsu, Pinghua Liu, Deqiang Zhang, Toszka Bohn, Qingnan Liang, Vakul Mohanty, Ranjan Upadhyay, Ping Li, Pravin Phadatare, Merve Dede, Donghai Xiong, Huihui Fan, Corry Mathew Jones, Sebastian Kunz, May Daher, Ana Karen Nunez Cortes, Mayra Shanley, Bin Liu, Sadie Mae Moseley, Chenyu Zhang, Dexing Fang, Pinaki Banerjee, Nadima Uprety, Ye Li, Rejeena Shrestha, Xinhai Wan, Hong Shen, Vernikka Woods, April Lamour Gilbert, Seema Rawal, Jinzhuang Dou, Yukun Tan, Jeong-Min Park, Francia Reyes Silva, Alexander Biederstädt, Mecit Kaplan, Xin Ru Jiang, Inci Biederstädt, Bijender Kumar, Silvia Tiberti, Madison Moore, Jingling Jin, Ryan Z Yang, Luis Muniz-Feliciano, Samuel Rosemore, Paul Lin, Gary M Deyter, Natalie Wall Fowlkes, Abhinav K Jain, David Marin, Anirban Maitra, Ken Chen, Tobias Bopp, Elizabeth J Shpall, Katayoun Rezvani

Faculty, Staff and Student Publications

Chimeric antigen receptor (CAR) natural killer (NK) cell immunotherapy offers a promising approach against cancer1-3. However, the molecular mechanisms that regulate CAR-NK cell activity remain unclear. Here we identify the transcription factor cyclic AMP response element modulator (CREM) as a crucial regulator of NK cell function. Transcriptomic analysis revealed a significant induction of CREM in CAR-NK cells during the peak of effector function after adoptive transfer in a tumour mouse model, and this peak coincided with signatures of both activation and dysfunction. We demonstrate that both CAR activation and interleukin-15 signalling rapidly induce CREM upregulation in NK cells. Functionally, CREM …

Polaris: Encorafenib Plus Binimetinib For People With Braf V600-Mutant Melanoma With Brain Metastasis, Alexander M Menzies, Michael A Davies

Faculty, Staff and Student Publications

POLARIS was a study to evaluate different doses of encorafenib plus binimetinib for people with BRAF V600-mutant melanoma with brain metastasis. The first part, known as the safety lead-in, looked at a high dose of encorafenib (300 mg twice daily) combined with standard binimetinib (45 mg twice daily); in the phase 2 part, patients were given the standard dose of encorafenib (450 mg once daily) plus binimetinib. In the safety lead-in, many patients were unable to tolerate the high dose of encorafenib plus binimetinib. Despite recruitment challenges in POLARIS, in the 13 enrolled patients with unresectable metastatic BRAF V600-mutant melanoma …

Clonal Evolution Of Hematopoietic Stem Cells After Autologous Stem Cell Transplantation, Hidetaka Uryu, Koichi Saeki, Hiroshi Haeno, Chiraag Deepak Kapadia, Ken Furudate, Jyoti Nangalia, Michael Spencer Chapman, Linda Zhang, Jennifer Padilla, Li Zhao, Joanne I Hsu, Chong Zhao, Shujuan Chen, Tomoyuki Tanaka, Zongrui Li, Satoko Ogata, Sarah Hanache, Hui Yang, Courtney Dinardo, Naval Daver, Naveen Pemmaraju, Nitin Jain, Farhad Ravandi, Jianhua Zhang, Xingzhi Song, Erika Thompson, Hongli Tang, Latasha Little, Curtis Gumbs, Robert Z Orlowski, Muzaffar Qazilbash, Kapil Bhalla, Simona Colla, Hagop Kantarjian, Rashmi Kanagal-Shamanna, Carlos Bueso-Ramos, Daisuke Nakada, Gheath Al-Atrash, Jeffery Molldrem, P Andrew Futreal, Elizabeth Shpall, Margaret Goodell, Guillermo Garcia-Manero, Koichi Takahashi

Faculty, Staff and Student Publications

The impact of exogenous stressors, such as cancer chemotherapies, on the genomic integrity and clonal dynamics of normal hematopoiesis is not well defined. We conducted whole-genome sequencing on 1,276 single-cell-derived hematopoietic stem and progenitor cell (HSPC) colonies from ten patients with multiple myeloma treated with chemotherapies and six normal donors. Melphalan treatment significantly increased the mutational burden, producing a distinctive mutation signature, whereas other chemotherapeutic agents had minimal effects. Consequently, the clonal diversity and architecture of post-treatment HSPCs resemble those observed in normal elderly individuals, particularly through the progression of oligoclonal hematopoiesis, thereby suggesting that chemotherapy accelerates clonal aging. Integrated …

The Long-Term Effects Of Chemotherapy On Normal Blood Cells, Emily Mitchell, My H Pham, Anna Clay, Rashesh Sanghvi, Nicholas Williams, Sandra Pietsch, Joanne I Hsu, Nina Friesgaard Øbro, Hyunchul Jung, Aditi Vedi, Sarah Moody, Jingwei Wang, Daniel Leonganmornlert, Michael Spencer Chapman, Ellie Dunstone, Anna Santarsieri, Alex Cagan, Heather E Machado, E Joanna Baxter, George Follows, Daniel J Hodson, Ultan Mcdermott, Gary J Doherty, Inigo Martincorena, Laura Humphreys, Krishnaa Mahbubani, Kourosh Saeb Parsy, Koichi Takahashi, Margaret A Goodell, David Kent, Elisa Laurenti, Peter J Campbell, Raheleh Rahbari, Jyoti Nangalia, Michael R Stratton

Faculty, Staff and Student Publications

Several chemotherapeutic agents act by increasing DNA damage in cancer cells, triggering cell death. However, there is limited understanding of the extent and long-term consequences of collateral DNA damage in normal tissues. To investigate the impact of chemotherapy on mutation burdens and the cell population structure of normal tissue, we sequenced blood cell genomes from 23 individuals aged 3-80 years who were treated with a range of chemotherapy regimens. Substantial additional somatic mutation loads with characteristic mutational signatures were imposed by some chemotherapeutic agents, but the effects were dependent on the drug and blood cell types. Chemotherapy induced premature changes …

Phase Ii Basket Trial Of Dual Anti-Ctla-4 And Anti-Pd-1 Blockade In Rare Tumors (Dart) Swog S1609: Pancreatic Neuroendocrine Neoplasm (Pnen) Cohort, Sandip Pravin Patel, Jillian Fisher, Young Kwang Chae, Luisa Solis Soto, Anup Kasi, Bhavana Konda, Mark Walshauser, Edwin Parra, Jiexin Zhang, Caroline Duault, Edgar Gonzalez-Kozlova, Ganiraju Manyam, Jianhua Zhang, Hong Chen, Dzifa Yawa Duose, Caddie Laberiano Fernandez, Raja Luthra, Gheath Al-Atrash, Seunghee Kim-Schulze, Holden T Maecker, Ignacio I Wistuba, Sacha Gnjatic, J Jack Lee, Jianjun Zhang, Christine M Magner, Helen X Chen, Elad Sharon, Megan Othus, Christopher W Ryan, Charles Blanke, Cara L Haymaker, Razelle Kurzrock

Faculty, Staff and Student Publications

Purpose: SWOG S1609 Dual Anti-CTLA-4 and anti-PD-1 blockade in Rare Tumors (DART) studied the efficacy of ipilimumab combined with nivolumab across multiple rare tumor types. We report the results of the pancreatic neuroendocrine neoplasm (PNEN) cohort.

Experimental design: Treatment consisted of ipilimumab 1 mg/kg intravenously every 6 weeks with nivolumab 240 mg intravenously every 2 weeks. The primary endpoint was overall response rate (ORR) (Response Evaluation Criteria In Solid TumorsRECIST V.1.1). Secondary endpoints include progression-free survival (PFS), overall survival (OS), and toxicity. Clinical benefit rate (includes ORR plus stable disease (SD)>6 months was examined. Correlative …

Encorafenib, Cetuximab, And Mfolfox6 In Braf-Mutated Colorectal Cancer, Elena Elez, Takayuki Yoshino, Lin Shen, Sara Lonardi, Eric Van Cutsem, Cathy Eng, Tae Won Kim, Harpreet Singh Wasan, Jayesh Desai, Fortunato Ciardiello, Rona Yaeger, Timothy S Maughan, Van K Morris, Christina Wu, Tiziana Usari, Robert Laliberte, Samuel S Dychter, Xiaosong Zhang, Josep Tabernero, Scott Kopetz, Breakwater Trial Investigators

Faculty, Staff and Student Publications

Background: First-line treatment with encorafenib plus cetuximab (EC) with or without chemotherapy (oxaliplatin, leucovorin, and fluorouracil [mFOLFOX6]) for BRAF V600E-mutated metastatic colorectal cancer, an aggressive subtype with a poor prognosis, was compared with standard care (chemotherapy with or without bevacizumab) in an open-label, phase 3 trial, which showed significance regarding one of the two primary end points, objective response according to blinded independent central review (odds ratio for EC+mFOLFOX6 vs. standard care, 2.44; one-sided P< 0.001). This result led to accelerated Food and Drug Administration approval of this investigational combination therapy for BRAF V600E-mutated metastatic colorectal cancer, including as first-line therapy. Data on progression-free survival (the second primary end point) and an updated interim analysis of overall …

Intratumoral Neutrophil-To-Lymphocyte Ratio Is Mirrored By Circulating Neutrophil-To-Lymphocyte Ratio In Non-Small Cell Lung Cancer, Kyle G Mitchell, Younghee Lee, Nathaniel Deboever, Marcelo V Negrao, Hai T Tran, Edwin Parra, Lauren Byers, Alexandre Reuben, Lorenzo Federico, Chantale Bernatchez, Jing Wang, Mara B Antonoff, Ara A Vaporciyan, Stephen G Swisher, Tina Cascone, Ignacio I Wistuba, John V Heymach, Don L Gibbons, Jianjun Zhang, Daniel J Mcgrail, Boris Sepesi, Cara L Haymaker

Faculty, Staff and Student Publications

Tumor-initiated emergency granulopoiesis results in expansion of the circulating neutrophil compartment and neutrophil recruitment into the tumor microenvironment (TME), which may in turn promote tumor progression. Although an elevated circulating neutrophil-to-lymphocyte ratio (cNLR) has repeatedly been demonstrated to be an adverse prognostic factor in patients with non-small cell lung cancer (NSCLC), whether this neutrophil expansion in circulation reflects a similar relative neutrophil abundance in the TME remains unclear. We sought to characterize the relationships between cNLR and the intratumoral neutrophil-to-lymphocyte ratio (tNLR), between tNLR and proteogenomic and immune features of NSCLC tumors, and between tNLR and prognosis.We analyzed tNLR (transcriptomic …

Differences In Arterial Events In Vascular Ehlers-Danlos, Loeys-Dietz, And Marfan Syndrome, Ernesto Calderon-Martinez, Walter V Velasco, Dongchuan Guo, Ellen H Hostetler, Zhang Xun, Sara Stephens, Sherene Shalhub, Julie De Backer, Maral Ouzounian, Scott A Lemaire, Olivier Milleron, Nadine Hanna, Pauline Arnaud, Maria Tchitchinadze, Siddharth K Prakash, Mark Lindsay, Julien Marcadier, Richmond Jeremy, Shaine A Morris, Anji T Yetman, Catherine Boileau, Alan C Braverman, Guillaume Jondeau, Dianna M Milewicz

Faculty, Staff and Students Publications

Background: Heritable thoracic aortic disease is due to altered genes that confer a highly penetrant risk for thoracic aortic aneurysm and dissection, and a subset of these genes also cause aneurysms and dissections of peripheral arteries beyond the aorta. Arterial aneurysms, dissections, and ruptures are associated with pathogenic variants (PVs) in COL3A1, which is responsible for vascular Ehlers-Danlos syndrome, but arterial events are rare in Marfan syndrome due to PVs in FBN1, and poorly characterized in Loeys-Dietz syndrome due to PVs in the transforming growth factor (TGF)-β pathway genes.

Objectives: This study sought to define the relative risk of arterial …

Protocol For Assessing Mobilization Of Peritoneal B Cells To The Pre-Metastatic Omentum In An Orthotopic Mouse Model Of Ovarian Cancer, Wonjae Lee, Hironari Akasaka, Honami Naora

Faculty, Staff and Student Publications

The omentum is a visceral adipose tissue that undergoes dynamic immunological changes prior to and following metastasis. Here, we present a protocol for assessing the mobilization of peritoneal B cells to the pre-metastatic omentum in a mouse ovarian cancer model. We describe steps for isolation and adoptive transfer of peritoneal donor B cells and their detection in the omentum of recipient mice. This protocol could be utilized to study the mobilization of peritoneal B cells to the omentum in other pathological contexts. For complete details on the use and execution of this protocol, please refer to Lee et al.

Characterization And Clinical Implications Of P53 Dysfunction In Patients With Myelodysplastic Syndromes, Matteo Zampini, Elena Riva, Luca Lanino, Elisabetta Sauta, Rita Antunes Dos Reis, Rosa Maria Andres Ejarque, Giulia Maggioni, Alberto Termanini, Alessandra Merlotti, Alessia Campagna, Lorenzo Dall'olio, Austin Kulasekararaj, Michela Calvi, Clara Di Vito, Arturo Bonometti, Daoud Rahal, Giorgio Croci, Emanuela Boveri, Umberto Gianelli, Maurilio Ponzoni, Rossella Caselli, Serena Albertazzi, Gabriele Todisco, Marta Ubezio, Laura Crisafulli, Alessandro Frigo, Enrico Lugli, Ettore Mosca, Pamela Acha, Serena Ghisletti, Francesco Nicassio, Armando Santoro, Maria Diez-Campelo, Francesc Solé, Lionel Ades, Uwe Platzbecker, Valeria Santini, Pierre Fenaux, Torsten Haferlach, David Sallman, Guillermo Garcia-Manero, Domenico Mavilio, Daniel Remondini, Gastone Castellani, Saverio D'Amico, Amer M Zeidan, Rami Komrokji, Shahram Kordasti, Francesca Ficara, Matteo Giovanni Della Porta, Calr Consortium

Faculty, Staff and Student Publications

Purpose: Tumor Protein 53 (p53) expressed from gene TP53 is a seminal tumor suppressor. We aimed to characterize mutational and nonmutational mechanisms of p53 dysfunction in myelodysplastic syndromes (MDS) and to investigate their clinical effect.

Patients and methods: We analyzed a cohort of 6,204 patients with MDS and subsets of patients with available information on RNA sequencing of tumor cells (n = 109), high-dimensional phenotype of immune cells (n = 77), and multiomics analysis (RNA sequencing and proteomics) on single cells (n = 15). An independent validation was performed on 914 patients.

Results: Biallelic TP53 inactivation was a powerful driver …

Multi-Ancestry Genome-Wide Association Analyses Incorporating Snp-By-Psychosocial Interactions Identify Novel Loci For Serum Lipids, Amy R Bentley, Michael R Brown, Solomon K Musani, Karen L Schwander, Thomas W Winkler, Mario Sims, Tuomas O Kilpeläinen, Hugues Aschard, Traci M Bartz, Lawrence F Bielak, Jin-Fang Chai, Kumaraswamy Naidu Chitrala, Nora Franceschini, Mariaelisa Graff, Xiuqing Guo, Fernando P Hartwig, Andrea R V R Horimoto, Elise Lim, Yongmei Liu, Alisa K Manning, Ilja M Nolte, Raymond Noordam, Melissa A Richard, Albert V Smith, Yun Ju Sung, Dina Vojinovic, Rujia Wang, Yujie Wang, Mary F Feitosa, Sarah E Harris, Leo-Pekka Lyytikäinen, Giorgio Pistis, Rainer Rauramaa, Peter J Van Der Most, Erin Ware, Stefan Weiss, Wanqing Wen, Lisa R Yanek, Dan E Arking, Donna K Arnett, Christie Ballantyne, Eric Boerwinkle, Yii-Der Ida Chen, Martha L Daviglus, Lisa De Las Fuentes, Paul S De Vries, Joseph A C Delaney, Amanda M Fretts, Lynette Ekunwe, Jessica D Faul, Linda C Gallo, Sami Heikkinen, Georg Homuth, M Arfan Ikram, Carmen R Isasi, Jost Bruno Jonas, Liisa Keltikangas-Järvinen, Pirjo Komulainen, Aldi T Kraja, Jose E Krieger, Lenore Launer, Lifelines Cohort Study, Jianjun Liu, Kurt Lohman, Annemarie I Luik, Ani W Manichaikul, Pedro Marques-Vidal, Yuri Milaneschi, Stanford E Mwasongwe, Jeffrey R O'Connell, Kenneth Rice, Stephen S Rich, Pamela J Schreiner, Lars Schwettmann, James M Shikany, Xiao-Ou Shu, Jennifer A Smith, Harold Snieder, Nona Sotoodehnia, E Shyong Tai, Kent D Taylor, Lesley Tinker, Michael Y Tsai, André G Uitterlinden, Cornelia M Van Duijn, Diana Van Heemst, Melanie Waldenberger, Robert B Wallace, Hwee-Lin Wee, David R Weir, Wen-Bin Wei, Ko Willems Van Dijk, Gregory Wilson, Jie Yao, Kristin L Young, Xiaoyu Zhang, Wei Zhao, Xiaofeng Zhu, Alan B Zonderman, Ian J Deary, Christian Gieger, Hans Jörgen Grabe, Timo A Lakka, Terho Lehtimäki, Albertine J Oldehinkel, Martin Preisig, Ya-Xing Wang, Wei Zheng, Michele K Evans, Michael Province, James Gauderman, Vilmundur Gudnason, Catharina A Hartman, Bernardo L Horta, Sharon L R Kardia, Charles Kooperberg, Ching-Ti Liu, Dennis O Mook-Kanamori, Brenda Wjh Penninx, Alexandre C Pereira, Patricia A Peyser, Bruce M Psaty, Jerome I Rotter, Xueling Sim, Kari E North, Dabeeru C Rao, Laura Bierut, Clint L Miller, Alanna C Morrison, Charles N Rotimi, Myriam Fornage, Ervin R Fox

Faculty, Staff and Student Publications

Serum lipid levels, which are influenced by both genetic and environmental factors, are key determinants of cardiometabolic health and are influenced by both genetic and environmental factors. Improving our understanding of their underlying biological mechanisms can have important public health and therapeutic implications. Although psychosocial factors, including depression, anxiety, and perceived social support, are associated with serum lipid levels, it is unknown if they modify the effect of genetic loci that influence lipids. We conducted a genome-wide gene-by-psychosocial factor interaction (G×Psy) study in up to 133,157 individuals to evaluate if G×Psy influences serum lipid levels. We conducted a two-stage meta-analysis …

Blood-Based Proteomic Profiling Identifies Osmr As A Novel Biomarker Of Aml Outcomes, Patrick K Reville, Bofei Wang, Jennifer Marvin-Peek, Bin Yuan, Yu-An Kuo, Araceli Garza, Jessica Root, Wei Qiao, Andrea Arruda, Ivo Veletic, Yiwei Liu, Nicholas J Short, Courtney D Dinardo, Tapan M Kadia, Naval G Daver, Philip L Lorenzi, Koji Sasaki, Steven Kornblau, Mark D Minden, Farhad Ravandi, Hagop M Kantarjian, Hussein A Abbas

Faculty, Staff and Student Publications

Inflammation is increasingly recognized as a critical factor in acute myeloid leukemia (AML) pathogenesis. We performed blood-based proteomic profiling of 251 inflammatory proteins in 543 patients with newly diagnosed AML. Using a machine learning model, we derived an 8-protein prognostic score termed the leukemia inflammatory risk score (LIRS). Individual proteins were evaluated in multivariable Cox models, and model performance was assessed by cumulative concordance index. Findings were validated in internal and external cohorts across 2 institutions. Blood-based LIRS significantly outperformed the European LeukemiaNet 2022 risk model and was independently prognostic of overall survival after accounting for known clinical and molecular …

Type I Interferon Protects Against Bone Loss In Periodontitis By Mitigating An Interleukin (Il)-17-Neutrophil Axis, Jinmei Zhang, Qiong Ding, Angela X Wang, Maoxuan Lin, Ning Yu, Kevin Moss, Megumi A Williamson, Di Miao, Julie T Marchesan, Erliang Zeng, Wei Shi, Hongli Sun, Yu Leo Lei, Shaoping Zhang

Faculty, Staff and Student Publications

Type I interferons (IFNs-I), a group of pleiotropic cytokines, critically modulate host response in various inflammatory diseases. However, the role of the IFN-I pathway in periodontitis remains largely unknown. In this report, we describe that the IFN-β levels in the gingival crevicular fluid of human subjects were negatively associated with periodontitis and clinical gingival inflammation. Disruption of IFN-I signaling worsened alveolar bone resorption in a ligature-induced periodontitis murine model. Deficiency of the IFN-I pathway resulted in an exaggerated inflammatory response in myeloid cells and drastically increased the interleukin-17 (IL-17)-mediated neutrophil recruitment in the gingiva. We further identified that the myeloid …

Integrated Metabolomics And Spatial Transcriptomics Of Cystic Pancreatic Cancer Precursors Reveals Dysregulated Polyamine Metabolism As A Biomarker Of Progression, Ricardo A León-Letelier, Yihui Chen, Rongzhang Dou, Ehsan Irajizad, Michele T Yip-Schneider, Ranran Wu, Rahmah Ejaz, Hamid K Rudsari, Yaxi Li, Rachelle Spencer, Riccardo Ballarò, Jody Vykoukal, Mark Hurd, Jennifer B Dennison, Kim-Anh Do, Anirban Maitra, Jianjun Zhang, Samir Hanash, C Max Schmidt, Johannes F Fahrmann

Faculty, Staff and Student Publications

Purpose: We conducted metabolomics and spatial cell transcriptomics of intraductal papillary mucinous neoplasms (IPMN), recognized pancreatic cancer precursors, to identify oncometabolites that inform upon risk of malignancy of IPMNs.

Experimental design: Untargeted metabolomic analyses were performed on cystic fluid from 125 patients with low-grade (LG) dysplasia or high-grade (HG) dysplasia with/without concurrent pancreatic ductal adenocarcinoma (PDAC; IPMN/PDAC). Predictive performance of individual metabolites for identifying HG or PDAC/IPMN was determined and compared with CA19-9 performance. Data were intersected with metabolic profiles of resected IPMN tissues and murine Kras;Gnas IPMN cell lines as well as spatial and single-cell transcriptomics of IPMNs.

Results: …

Azacitidine, Venetoclax, And Magrolimab In Newly Diagnosed And Relapsed Refractory Acute Myeloid Leukemia: Phase Ib/Ii Study And Correlative Analysis, Naval Daver, Jayastu Senapati, Hagop M Kantarjian, Bofei Wang, Patrick K Reville, Sanam Loghavi, Musa Yilmaz, Courtney D Dinardo, Tapan M Kadia, Mhd Yousuf Yassouf, Abhishek Maiti, Sankalp Arora, Guillermo Montalban Bravo, Guilin Tang, Gautam Borthakur, Koji Sasaki, Naveen Pemmaraju, Joie Alvarez, Graciela M Nogueras Gonzalez, Jing Ning, Ghayas C Issa, Marina Konopleva, Michael Andreeff, Farhad Ravandi, Guillermo Garcia-Manero, Hussein A Abbas

Faculty, Staff and Student Publications

Purpose: Magrolimab is a monoclonal antibody directed against the macrophage checkpoint CD47 on myeloid leukemia cells that was preclinically synergistic with azacitidine-venetoclax, warranting further clinical evaluation.

Patients and methods: In this phase Ib/II study, the triplet combination of azacitidine, venetoclax, and magrolimab was evaluated in adult patients with first-line (ineligible for intensive chemotherapy) and relapsed/refractory acute myeloid leukemia. Azacitidine was dosed at 75 mg/m2 for 7 days, venetoclax at 400 mg/day for 28 days, and magrolimab (recommended phase II dose) as follows: 1 mg/kg dose on days 1 and 4, 15 mg/kg on day 8, and 30 mg/kg on days …

Time Dependency For Human Papillomavirus Circulating Tumor Dna Detection After Chemoradiation As A Prognostic Biomarker For Localized Anal Cancer, Van K Morris, Weihong Xiao, Kangyu Lin, Chi Wut Wong, Michael T Wotman, Emma B Holliday, Ryan W Huey, Sonal S Noticewala, Ethan B Ludmir, Alisha H Bent, Kaysia Ludford, Craig Messick, Eugene J Koay, Grace Smith, Tsuyoshi Konishi, Brian Bednarski, George J Chang, Albert C Koong, Y Nancy You, Prajnan Das, Maura L Gillison

Faculty, Staff and Student Publications

Purpose: Although detection of ctDNA weeks after surgery is linked to recurrence for other solid tumors, the optimal time point for ctDNA assessment as a prognostic biomarker following chemoradiation for anal cancer is undefined.

Experimental design: Patients with stages I to III anal cancer treated with chemoradiation between December 2020 and March 2024 were evaluated for human papillomavirus (HPV) ctDNA status at baseline, at the end of chemoradiation, and during surveillance using a droplet digital HPV ctDNA PCR assay, targeting HPV E6 and E7 oncogenes for 13 oncogenic HPV types. Median recurrence-free survival (RFS) according to HPV ctDNA status was …

Radiotherapy Promotes Cuproptosis And Synergizes With Cuproptosis Inducers To Overcome Tumor Radioresistance, Guang Lei, Mingchuang Sun, Jun Cheng, Rui Ye, Zhengze Lu, Amber Horbath, David Huo, Shengrong Wu, Anagha Alapati, Sadhna Aggarwal, Zhihao Xu, Chao Mao, Yuelong Yan, Jun Yao, Qidong Li, Xiong Chen, Hyemin Lee, Li Zhuang, Dadi Jiang, Apar Pataer, Jack A Roth, Nicholas Navin, Albert C Koong, Mingjian James You, Steven H Lin, Boyi Gan

Faculty, Staff and Student Publications

Cuproptosis is a recently identified form of copper-dependent cell death. Here, we reveal that radiotherapy (RT) induces cuproptosis in cancer cells, independent of apoptosis and ferroptosis, and depletes lipoylated proteins and iron-sulfur (Fe-S) cluster proteins-both hallmarks of cuproptosis-in patient tumors. Mechanistically, RT elevates mitochondrial copper levels by upregulating copper transporter 1 (CTR1) and depleting mitochondrial glutathione, a copper chelator, thereby triggering cuproptosis. Integrated analyses of RNA sequencing (RNA-seq) from radioresistant esophageal cancer cells and single-cell RNA-seq from esophageal tumors of patients unresponsive to RT link radioresistance to the downregulation of BTB and CNC homology 1 (BACH1). This downregulation de-represses the …

Radiotherapy Promotes Cuproptosis And Synergizes With Cuproptosis Inducers To Overcome Tumor Radioresistance, Guang Lei, Mingchuang Sun, Jun Cheng, Rui Ye, Zhengze Lu, Amber Horbath, David Huo, Shengrong Wu, Anagha Alapati, Sadhna Aggarwal, Zhihao Xu, Chao Mao, Yuelong Yan, Jun Yao, Qidong Li, Xiong Chen, Hyemin Lee, Li Zhuang, Dadi Jiang, Apar Pataer, Jack A Roth, Nicholas Navin, Albert C Koong, Mingjian James You, Steven H Lin, Boyi Gan

Faculty, Staff and Student Publications

Cuproptosis is a recently identified form of copper-dependent cell death. Here, we reveal that radiotherapy (RT) induces cuproptosis in cancer cells, independent of apoptosis and ferroptosis, and depletes lipoylated proteins and iron-sulfur (Fe-S) cluster proteins-both hallmarks of cuproptosis-in patient tumors. Mechanistically, RT elevates mitochondrial copper levels by upregulating copper transporter 1 (CTR1) and depleting mitochondrial glutathione, a copper chelator, thereby triggering cuproptosis. Integrated analyses of RNA sequencing (RNA-seq) from radioresistant esophageal cancer cells and single-cell RNA-seq from esophageal tumors of patients unresponsive to RT link radioresistance to the downregulation of BTB and CNC homology 1 (BACH1). This downregulation de-represses the …