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Full-Text Articles in Life Sciences

Shared Nearest Neighbors Approach And Interactive Browser For Network Analysis Of A Comprehensive Non-Small-Cell Lung Cancer Data Set, Stephanie T Schmidt, Neal Akhave, Ryan E Knightly, Alexandre Reuben, Natalie Vokes, Jianhua Zhang, Jun Li, Junya Fujimoto, Lauren A Byers, Beatriz Sanchez-Espiridion, Lixia Diao, Jing Wang, Lorenzo Federico, Marie-Andree Forget, Daniel J Mcgrail, Annikka Weissferdt, Shiaw-Yih Lin, Younghee Lee, Erika Suzuki, Jeffrey J Kovacs, Carmen Behrens, Ignacio I Wistuba, Andrew Futreal, Ara Vaporciyan, Boris Sepesi, John V Heymach, Chantale Bernatchez, Cara Haymaker, Tina Cascone, Jianjun Zhang, Christopher A Bristow, Timothy P Heffernan, Marcelo V Negrao, Don L Gibbons, Icon Team Jul 2022

Shared Nearest Neighbors Approach And Interactive Browser For Network Analysis Of A Comprehensive Non-Small-Cell Lung Cancer Data Set, Stephanie T Schmidt, Neal Akhave, Ryan E Knightly, Alexandre Reuben, Natalie Vokes, Jianhua Zhang, Jun Li, Junya Fujimoto, Lauren A Byers, Beatriz Sanchez-Espiridion, Lixia Diao, Jing Wang, Lorenzo Federico, Marie-Andree Forget, Daniel J Mcgrail, Annikka Weissferdt, Shiaw-Yih Lin, Younghee Lee, Erika Suzuki, Jeffrey J Kovacs, Carmen Behrens, Ignacio I Wistuba, Andrew Futreal, Ara Vaporciyan, Boris Sepesi, John V Heymach, Chantale Bernatchez, Cara Haymaker, Tina Cascone, Jianjun Zhang, Christopher A Bristow, Timothy P Heffernan, Marcelo V Negrao, Don L Gibbons, Icon Team

Faculty, Staff and Student Publications

Purpose: Advances in biological measurement technologies are enabling large-scale studies of patient cohorts across multiple omics platforms. Holistic analysis of these data can generate actionable insights for translational research and necessitate new approaches for data integration and mining.

Methods: We present a novel approach for integrating data across platforms on the basis of the shared nearest neighbors algorithm and use it to create a network of multiplatform data from the immunogenomic profiling of non-small-cell lung cancer project.

Results: Benchmarking demonstrates that the shared nearest neighbors-based network approach outperforms a traditional gene-gene network in capturing established interactions while providing new ones …


Alyref, A Novel Factor Involved In Breast Carcinogenesis, Acts Through Transcriptional And Post-Transcriptional Mechanisms Selectively Regulating The Short Neat1 Isoform, Christiane Klec, Erik Knutsen, Daniela Schwarzenbacher, Katharina Jonas, Barbara Pasculli, Ellen Heitzer, Beate Rinner, Katarina Krajina, Felix Prinz, Benjamin Gottschalk, Peter Ulz, Alexander Deutsch, Andreas Prokesch, Stephan W Jahn, S Mohammad Lellahi, Maria Perander, Raffaela Barbano, Wolfgang F Graier, Paola Parrella, George Adrian Calin, Martin Pichler Jul 2022

Alyref, A Novel Factor Involved In Breast Carcinogenesis, Acts Through Transcriptional And Post-Transcriptional Mechanisms Selectively Regulating The Short Neat1 Isoform, Christiane Klec, Erik Knutsen, Daniela Schwarzenbacher, Katharina Jonas, Barbara Pasculli, Ellen Heitzer, Beate Rinner, Katarina Krajina, Felix Prinz, Benjamin Gottschalk, Peter Ulz, Alexander Deutsch, Andreas Prokesch, Stephan W Jahn, S Mohammad Lellahi, Maria Perander, Raffaela Barbano, Wolfgang F Graier, Paola Parrella, George Adrian Calin, Martin Pichler

Faculty, Staff and Student Publications

The RNA-binding protein ALYREF (THOC4) is involved in transcriptional regulation and nuclear mRNA export, though its role and molecular mode of action in breast carcinogenesis are completely unknown. Here, we identified high ALYREF expression as a factor for poor survival in breast cancer patients. ALYREF significantly influenced cellular growth, apoptosis and mitochondrial energy metabolism in breast cancer cells as well as breast tumorigenesis in orthotopic mouse models. Transcriptional profiling, phenocopy and rescue experiments identified the short isoform of the lncRNA NEAT1 as a molecular trigger for ALYREF effects in breast cancer. Mechanistically, we found that ALYREF binds to the NEAT1 …


Mice Lacking Wnt9a Or Wnt4 Are Prone To Develop Spontaneous Osteoarthritis With Age And Display Alteration In Either The Trabecular Or Cortical Bone Compartment, Stefan Teufel, Lena Wolff, Ulrich König, Akio Kobayashi, Richard Behringer, Christine Hartmann Jul 2022

Mice Lacking Wnt9a Or Wnt4 Are Prone To Develop Spontaneous Osteoarthritis With Age And Display Alteration In Either The Trabecular Or Cortical Bone Compartment, Stefan Teufel, Lena Wolff, Ulrich König, Akio Kobayashi, Richard Behringer, Christine Hartmann

Faculty, Staff and Student Publications

Osteoarthritis (OA) is a common degenerative disease of the joint, with a complex multifactorial not yet fully understood etiology. Over the past years, the Wnt signaling pathway has been implicated in osteoarthritis. In a recent genomewide association study (GWAS), the chromosomal location on chromosome 1, linked to the Wnt3a-Wnt9a gene locus, was identified as the most significant locus associated with a thumb osteoarthritis endophenotype. Previously, it was shown that WNT9a is involved in maintaining synovial cell identity in the elbow joint during embryogenesis. Here, we report that the conditional loss of Wnt9a in the Prx1-Cre expressing limb mesenchyme or Prg4-CreER …


Lfa-1 Activation Enriches Tumor-Specific T Cells In A Cold Tumor Model And Synergizes With Ctla-4 Blockade, Amber Hickman, Joost Koetsier, Trevin Kurtanich, Michael C Nielsen, Glenn Winn, Yunfei Wang, Salah-Eddine Bentebibel, Leilei Shi, Simone Punt, Leila Williams, Cara Haymaker, Charles B Chesson, Faisal Fa'ak, Ana L Dominguez, Richard Jones, Isere Kuiatse, Amy R Caivano, Sayadeth Khounlo, Navin D Warier, Upendra Marathi, Robert V Market, Ronald J Biediger, John W Craft, Patrick Hwu, Michael A Davies, Darren G Woodside, Peter Vanderslice, Adi Diab, Willem W Overwijk, Yared Hailemichael Jul 2022

Lfa-1 Activation Enriches Tumor-Specific T Cells In A Cold Tumor Model And Synergizes With Ctla-4 Blockade, Amber Hickman, Joost Koetsier, Trevin Kurtanich, Michael C Nielsen, Glenn Winn, Yunfei Wang, Salah-Eddine Bentebibel, Leilei Shi, Simone Punt, Leila Williams, Cara Haymaker, Charles B Chesson, Faisal Fa'ak, Ana L Dominguez, Richard Jones, Isere Kuiatse, Amy R Caivano, Sayadeth Khounlo, Navin D Warier, Upendra Marathi, Robert V Market, Ronald J Biediger, John W Craft, Patrick Hwu, Michael A Davies, Darren G Woodside, Peter Vanderslice, Adi Diab, Willem W Overwijk, Yared Hailemichael

Faculty, Staff and Student Publications

The inability of CD8+ effector T cells (Teffs) to reach tumor cells is an important aspect of tumor resistance to cancer immunotherapy. The recruitment of these cells to the tumor microenvironment (TME) is regulated by integrins, a family of adhesion molecules that are expressed on T cells. Here, we show that 7HP349, a small-molecule activator of lymphocyte function-associated antigen-1 (LFA-1) and very late activation antigen-4 (VLA-4) integrin cell-adhesion receptors, facilitated the preferential localization of tumor-specific T cells to the tumor and improved antitumor response. 7HP349 monotherapy had modest effects on anti-programmed death 1-resistant (anti-PD-1-resistant) tumors, whereas combinatorial treatment with anti-cytotoxic …


Impact Of Venetoclax And Azacitidine In Treatment-Naïve Patients With Acute Myeloid Leukemia And Idh1/2 Mutations, Daniel A Pollyea, Courtney D Dinardo, Martha L Arellano, Arnaud Pigneux, Walter Fiedler, Marina Konopleva, David A Rizzieri, B Douglas Smith, Atsushi Shinagawa, Roberto M Lemoli, Monique Dail, Yinghui Duan, Brenda Chyla, Jalaja Potluri, Catherine L Miller, Hagop M Kantarjian Jul 2022

Impact Of Venetoclax And Azacitidine In Treatment-Naïve Patients With Acute Myeloid Leukemia And Idh1/2 Mutations, Daniel A Pollyea, Courtney D Dinardo, Martha L Arellano, Arnaud Pigneux, Walter Fiedler, Marina Konopleva, David A Rizzieri, B Douglas Smith, Atsushi Shinagawa, Roberto M Lemoli, Monique Dail, Yinghui Duan, Brenda Chyla, Jalaja Potluri, Catherine L Miller, Hagop M Kantarjian

Faculty, Staff and Student Publications

Purpose: To evaluate efficacy and safety of venetoclax + azacitidine among treatment-naïve patients with IDH1/2-mutant (mut) acute myeloid leukemia (AML).

Patients and methods: Data were pooled from patients enrolled in a phase III study (NCT02993523) that compared patients treated with venetoclax + azacitidine or placebo + azacitidine and a prior phase Ib study (NCT02203773) where patients were treated with venetoclax + azacitidine. Enrolled patients were ineligible for intensive therapy due to age ≥75 years and/or comorbidities. Patients on venetoclax + azacitidine received venetoclax 400 mg orally (days 1-28) and azacitidine (75 mg/m2; days 1-7/28-day cycle).

Results: …


Molecular Characterization And Prospective Evaluation Of Pathologic Response And Outcomes With Neoadjuvant Therapy In Metaplastic Triple-Negative Breast Cancer, Clinton Yam, Nour Abuhadra, Ryan Sun, Beatriz E Adrada, Qing-Qing Ding, Jason B White, Elizabeth E Ravenberg, Alyson R Clayborn, Vicente Valero, Debu Tripathy, Senthilkumar Damodaran, Banu K Arun, Jennifer K Litton, Naoto T Ueno, Rashmi K Murthy, Bora Lim, Luis Baez, Xiaoxian Li, Aman U Buzdar, Gabriel N Hortobagyi, Alistair M Thompson, Elizabeth A Mittendorf, Gaiane M Rauch, Rosalind P Candelaria, Lei Huo, Stacy L Moulder, Jeffrey T Chang Jul 2022

Molecular Characterization And Prospective Evaluation Of Pathologic Response And Outcomes With Neoadjuvant Therapy In Metaplastic Triple-Negative Breast Cancer, Clinton Yam, Nour Abuhadra, Ryan Sun, Beatriz E Adrada, Qing-Qing Ding, Jason B White, Elizabeth E Ravenberg, Alyson R Clayborn, Vicente Valero, Debu Tripathy, Senthilkumar Damodaran, Banu K Arun, Jennifer K Litton, Naoto T Ueno, Rashmi K Murthy, Bora Lim, Luis Baez, Xiaoxian Li, Aman U Buzdar, Gabriel N Hortobagyi, Alistair M Thompson, Elizabeth A Mittendorf, Gaiane M Rauch, Rosalind P Candelaria, Lei Huo, Stacy L Moulder, Jeffrey T Chang

Faculty, Staff and Student Publications

PURPOSE: Metaplastic breast cancer (MpBC) is a rare subtype of breast cancer that is commonly triple-negative and poorly responsive to neoadjuvant therapy in retrospective studies.

EXPERIMENTAL DESIGN: To better define clinical outcomes and correlates of response, we analyzed the rate of pathologic complete response (pCR) to neoadjuvant therapy, survival outcomes, and genomic and transcriptomic profiles of the pretreatment tumors in a prospective clinical trial (NCT02276443). A total of 211 patients with triple-negative breast cancer (TNBC), including 39 with MpBC, received doxorubicin-cyclophosphamide-based neoadjuvant therapy.

RESULTS: Although not meeting the threshold for statistical significance, patients with MpBCs were less likely to experience …


Targeting Syndecan-1: New Opportunities In Cancer Therapy, Zecheng Yang, Shuaitong Chen, Haoqiang Ying, Wantong Yao Jul 2022

Targeting Syndecan-1: New Opportunities In Cancer Therapy, Zecheng Yang, Shuaitong Chen, Haoqiang Ying, Wantong Yao

Faculty, Staff and Student Publications

Syndecan-1 (SDC1, CD138) is one of the heparan sulfate proteoglycans and is essential for maintaining normal cell morphology, interacting with the extracellular and intracellular protein repertoire, as well as mediating signaling transduction upon environmental stimuli. The critical role of SDC1 in promoting tumorigenesis and metastasis has been increasingly recognized in various cancer types, implying a promising potential of utilizing SDC1 as a novel target for cancer therapy. This review summarizes the current knowledge on SDC1 structure and functions, including its role in tumor biology. We also discuss the highlights and limitations of current SDC1-targeted therapies as well as the obstacles …


Assessment Of Electronic Health Record For Cancer Research And Patient Care Through A Scoping Review Of Cancer Natural Language Processing, Liwei Wang, Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz B Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L Warner, Hongfang Liu Jul 2022

Assessment Of Electronic Health Record For Cancer Research And Patient Care Through A Scoping Review Of Cancer Natural Language Processing, Liwei Wang, Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz B Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L Warner, Hongfang Liu

Faculty, Staff and Student Publications

Purpose: The advancement of natural language processing (NLP) has promoted the use of detailed textual data in electronic health records (EHRs) to support cancer research and to facilitate patient care. In this review, we aim to assess EHR for cancer research and patient care by using the Minimal Common Oncology Data Elements (mCODE), which is a community-driven effort to define a minimal set of data elements for cancer research and practice. Specifically, we aim to assess the alignment of NLP-extracted data elements with mCODE and review existing NLP methodologies for extracting said data elements.

Methods: Published literature studies were searched …


Reshaping The Tumor Microenvironment With Oncolytic Viruses, Positive Regulation Of The Immune Synapse, And Blockade Of The Immunosuppressive Oncometabolic Circuitry, Teresa T Nguyen, Dong Ho Shin, Sagar Sohoni, Sanjay K Singh, Yisel Rivera-Molina, Hong Jiang, Xuejun Fan, Joy Gumin, Frederick F Lang, Christopher Alvarez-Breckenridge, Filipa Godoy-Vitorino, Lisha Zhu, W Jim Zheng, Lijie Zhai, Erik Ladomersky, Kristen L Lauing, Marta M Alonso, Derek A Wainwright, Candelaria Gomez-Manzano, Juan Fueyo Jul 2022

Reshaping The Tumor Microenvironment With Oncolytic Viruses, Positive Regulation Of The Immune Synapse, And Blockade Of The Immunosuppressive Oncometabolic Circuitry, Teresa T Nguyen, Dong Ho Shin, Sagar Sohoni, Sanjay K Singh, Yisel Rivera-Molina, Hong Jiang, Xuejun Fan, Joy Gumin, Frederick F Lang, Christopher Alvarez-Breckenridge, Filipa Godoy-Vitorino, Lisha Zhu, W Jim Zheng, Lijie Zhai, Erik Ladomersky, Kristen L Lauing, Marta M Alonso, Derek A Wainwright, Candelaria Gomez-Manzano, Juan Fueyo

Faculty, Staff and Student Publications

Background: Oncolytic viruses are considered part of immunotherapy and have shown promise in preclinical experiments and clinical trials. Results from these studies have suggested that tumor microenvironment remodeling is required to achieve an effective response in solid tumors. Here, we assess the extent to which targeting specific mechanisms underlying the immunosuppressive tumor microenvironment optimizes viroimmunotherapy.

Methods: We used RNA-seq analyses to analyze the transcriptome, and validated the results using Q-PCR, flow cytometry, and immunofluorescence. Viral activity was analyzed by replication assays and viral titration. Kyn and Trp metabolite levels were quantified using liquid chromatography-mass spectrometry. Aryl hydrocarbon receptor (AhR) activation …


Bloodstream Infections In Hematologic Malignancy Patients With Fever And Neutropenia: Are Empirical Antibiotic Therapies In The United States Still Effective?, Andrea J Zimmer, Erica Stohs, Jane Meza, Christopher Arnold, John W Baddley, Pranatharthi Chandrasekar, Zeinab El Boghdadly, Carlos A Gomez, Eileen K Maziarz, Jose G Montoya, Steven Pergam, Kenneth V Rolston, Michael J Satlin, Gowri Satyanarayana, Shmuel Shoham, Lynne Strasfeld, Randy Taplitz, Thomas J Walsh, Jo-Anne H Young, Yuning Zhang, Alison G Freifeld Jul 2022

Bloodstream Infections In Hematologic Malignancy Patients With Fever And Neutropenia: Are Empirical Antibiotic Therapies In The United States Still Effective?, Andrea J Zimmer, Erica Stohs, Jane Meza, Christopher Arnold, John W Baddley, Pranatharthi Chandrasekar, Zeinab El Boghdadly, Carlos A Gomez, Eileen K Maziarz, Jose G Montoya, Steven Pergam, Kenneth V Rolston, Michael J Satlin, Gowri Satyanarayana, Shmuel Shoham, Lynne Strasfeld, Randy Taplitz, Thomas J Walsh, Jo-Anne H Young, Yuning Zhang, Alison G Freifeld

Faculty, Staff and Student Publications

Background: Rising antimicrobial resistance rates may impact the efficacy of empirical antibiotic treatment for febrile neutropenia in high-risk cancer patients. Lacking contemporary data about the epidemiology, antibiotic resistance patterns, and clinical outcomes from bloodstream infections (BSIs) in US cancer patients, it is unclear if current guidelines remain relevant.

Methods: In a cross-sectional study, 14 US cancer centers prospectively identified BSIs in high-risk febrile neutropenic (FN) patients, including those receiving chemotherapy for hematologic malignancies or hematopoietic stem cell transplantation.

Results: Among 389 organisms causing BSI in 343 patients, there was an equal distribution of gram-negative (GN) and gram-positive (GP) bacteria, with …


A Win Consortium Phase I Study Exploring Avelumab, Palbociclib, And Axitinib In Advanced Non-Small Cell Lung Cancer, Benjamin Solomon, Ana Callejo, Jair Bar, Guy Berchem, Lyudmila Bazhenova, Pierre Saintigny, Fanny Wunder, Jacques Raynaud, Nicolas Girard, J Jack Lee, Raed Sulaiman, Bruce Prouse, Catherine Bresson, Hila Ventura, Shai Magidi, Eitan Rubin, Brandon Young, Amir Onn, Brian Leyland-Jones, Richard L Schilsky, Vladimir Lazar, Enriqueta Felip, Razelle Kurzrock Jul 2022

A Win Consortium Phase I Study Exploring Avelumab, Palbociclib, And Axitinib In Advanced Non-Small Cell Lung Cancer, Benjamin Solomon, Ana Callejo, Jair Bar, Guy Berchem, Lyudmila Bazhenova, Pierre Saintigny, Fanny Wunder, Jacques Raynaud, Nicolas Girard, J Jack Lee, Raed Sulaiman, Bruce Prouse, Catherine Bresson, Hila Ventura, Shai Magidi, Eitan Rubin, Brandon Young, Amir Onn, Brian Leyland-Jones, Richard L Schilsky, Vladimir Lazar, Enriqueta Felip, Razelle Kurzrock

Faculty, Staff and Student Publications

Background: The Worldwide Innovative Network (WIN) Consortium has developed the Simplified Interventional Mapping System (SIMS) to better define the cancer molecular milieu based on genomics/transcriptomics from tumor and analogous normal tissue biopsies. SPRING is the first trial to assess a SIMS-based tri-therapy regimen in advanced non-small cell lung cancer (NSCLC).

Methods: Patients with advanced NSCLC (no EGFR, ALK, or ROS1 alterations; PD-L1 unrestricted; ≤2 prior therapy lines) received avelumab, axitinib, and palbociclib (3 + 3 dose escalation design).

Results: Fifteen patients were treated (five centers, four countries): six at each of dose levels 1 (DL1) and DL2; three at DL3. …


Lenalidomide Enhances Cd23car T Cell Therapy In Chronic Lymphocytic Leukemia, Sarah Tettamanti, Maria Caterina Rotiroti, Greta Maria Paola Giordano Attianese, Silvia Arcangeli, Ronghua Zhang, Priyanka Banerjee, Giovanni Galletti, Sheighlah Mcmanus, Massimiliano Mazza, Fabio Nicolini, Giovanni Martinelli, Cristina Ivan, Tania Veliz Rodriguez, Federica Barbaglio, Lydia Scarfò, Maurilio Ponzoni, William Wierda, Varsha Gandhi, Michael Keating, Andrea Biondi, Federico Caligaris-Cappio, Ettore Biagi, Paolo Ghia, Maria Teresa Sabrina Bertilaccio Jul 2022

Lenalidomide Enhances Cd23car T Cell Therapy In Chronic Lymphocytic Leukemia, Sarah Tettamanti, Maria Caterina Rotiroti, Greta Maria Paola Giordano Attianese, Silvia Arcangeli, Ronghua Zhang, Priyanka Banerjee, Giovanni Galletti, Sheighlah Mcmanus, Massimiliano Mazza, Fabio Nicolini, Giovanni Martinelli, Cristina Ivan, Tania Veliz Rodriguez, Federica Barbaglio, Lydia Scarfò, Maurilio Ponzoni, William Wierda, Varsha Gandhi, Michael Keating, Andrea Biondi, Federico Caligaris-Cappio, Ettore Biagi, Paolo Ghia, Maria Teresa Sabrina Bertilaccio

Faculty, Staff and Student Publications

Chimeric antigen receptors (CAR)-modified T cells are an emerging therapeutic tool for chronic lymphocytic leukemia (CLL). However, in patients with CLL, well-known T-cell defects and the inhibitory properties of the tumor microenvironment (TME) hinder the efficacy of CAR T cells. We explored a novel approach combining CARs with lenalidomide, an immunomodulatory drug that tempers the immunosuppressive activity of the CLL TME. T cells from patients with CLL were engineered to express a CAR specific for CD23, a promising target antigen. Lenalidomide maintained the in vitro effector functions of CD23.CAR+ T cells effector functions in terms of antigen-specific cytotoxicity, cytokine release …


Genotype-To-Phenotype Associations In The Aggressive Variant Prostate Cancer Molecular Profile (Avpc-M) Components, Rama Soundararajan, Paul Viscuse, Patrick Pilie, Jingjing Liu, Souzana Logotheti, Caddie Laberiano Fernández, Daniele Lorenzini, Anh Hoang, Wei Lu, Luisa Maren Solis Soto, Ignacio I Wistuba, Mingchu Xu, Xingzhi Song, Peter D A Shepherd, Nora M Navone, Rebecca S S Tidwell, Guillermina Lozano, Christopher Logothetis, Jianhua Zhang, James P Long, Marcos R Estecio, Vasiliki Tzelepi, Ana M Aparicio Jun 2022

Genotype-To-Phenotype Associations In The Aggressive Variant Prostate Cancer Molecular Profile (Avpc-M) Components, Rama Soundararajan, Paul Viscuse, Patrick Pilie, Jingjing Liu, Souzana Logotheti, Caddie Laberiano Fernández, Daniele Lorenzini, Anh Hoang, Wei Lu, Luisa Maren Solis Soto, Ignacio I Wistuba, Mingchu Xu, Xingzhi Song, Peter D A Shepherd, Nora M Navone, Rebecca S S Tidwell, Guillermina Lozano, Christopher Logothetis, Jianhua Zhang, James P Long, Marcos R Estecio, Vasiliki Tzelepi, Ana M Aparicio

Faculty, Staff and Student Publications

The aggressive variant prostate cancer molecular profile (AVPC-m), composed of combined defects in TP53, RB1 and PTEN, characterizes a subset of prostate cancers linked to androgen indifference and platinum sensitivity. To contribute to the optimization of the AVPC-m assessment for inclusion in prospective clinical trials, we investigated the status of the AVPC-m components in 28 patient tumor-derived xenografts (PDXs) developed at MDACC. We subjected single formalin-fixed, paraffin-embedded (FFPE) blocks from each PDX to immunohistochemistry (IHC), targeted next-generation genomic sequencing (NGS) and Clariom-S Affymetrix human microarray expression profiling. Standard validated IHC assays and a 10% labeling index cutoff resulted in high …


Ewi2 Prevents Egfr From Clustering And Endocytosis To Reduce Tumor Cell Movement And Proliferation, Chenying Fu, Jie Wang, Sandeep Pallikkuth, Yingjun Ding, Junxiong Chen, Jonathan D Wren, Yuchao Yang, Kwong-Kwok Wong, Hiroyasu Kameyama, Muralidharan Jayaraman, Anupama Munshi, Takemi Tanaka, Keith A Lidke, Xin A Zhang Jun 2022

Ewi2 Prevents Egfr From Clustering And Endocytosis To Reduce Tumor Cell Movement And Proliferation, Chenying Fu, Jie Wang, Sandeep Pallikkuth, Yingjun Ding, Junxiong Chen, Jonathan D Wren, Yuchao Yang, Kwong-Kwok Wong, Hiroyasu Kameyama, Muralidharan Jayaraman, Anupama Munshi, Takemi Tanaka, Keith A Lidke, Xin A Zhang

Faculty, Staff and Student Publications

EWI2 is a transmembrane immunoglobulin superfamily (IgSF) protein that physically associates with tetraspanins and integrins. It inhibits cancer cells by influencing the interactions among membrane molecules including the tetraspanins and integrins. The present study revealed that, upon EWI2 silencing or ablation, the elevated movement and proliferation of cancer cells in vitro and increased cancer metastatic potential and malignancy in vivo are associated with (i) increases in clustering, endocytosis, and then activation of EGFR and (ii) enhancement of Erk MAP kinase signaling. These changes in signaling make cancer cells (i) undergo partial epithelial-to-mesenchymal (EMT) for more tumor progression and (ii) proliferate …


Gut Microbiome Alterations Associated With Diabetes In Mexican Americans In South Texas, Suet-Ying Kwan, Caroline M Sabotta, Aron Joon, Peng Wei, Lauren E Petty, Jennifer E Below, Xiaogang Wu, Jianhua Zhang, Robert R Jenq, Ernest T Hawk, Joseph B Mccormick, Susan P Fisher-Hoch, Laura Beretta Jun 2022

Gut Microbiome Alterations Associated With Diabetes In Mexican Americans In South Texas, Suet-Ying Kwan, Caroline M Sabotta, Aron Joon, Peng Wei, Lauren E Petty, Jennifer E Below, Xiaogang Wu, Jianhua Zhang, Robert R Jenq, Ernest T Hawk, Joseph B Mccormick, Susan P Fisher-Hoch, Laura Beretta

Faculty, Staff and Student Publications

Mexican Americans have a high prevalence of diabetes and burden of diabetes-related complications, highlighting the need for novel preventive strategies and noninvasive predictors of diabetes risk tailored to this population. Changes in the gut microbiome have the potential to predict diabetes. Here, we aimed to identify alterations in the gut microbiome associated with diabetes in the high-risk population of Mexican Americans in South Texas. Stool samples were collected from 216 subjects from the population-based Cameron County Hispanic Cohort. Among them, 75 had type 2 diabetes. Taxonomic and functional profiling of the stool samples were assessed by 16S and shotgun metagenomic …


Aberrant Dna Hydroxymethylation Reshapes Transcription Factor Binding In Myeloid Neoplasms, Jia Li, Tingting Hong, Yue Wei, Lei Guo, Minjung Lee, Hui Yang, Caleb Class, Yaling Yang, Xiaoqiong Wang, Hua He, Stefan Siwko, M James You, Yubin Zhou, Guillermo Garcia-Manero, Yun Huang Jun 2022

Aberrant Dna Hydroxymethylation Reshapes Transcription Factor Binding In Myeloid Neoplasms, Jia Li, Tingting Hong, Yue Wei, Lei Guo, Minjung Lee, Hui Yang, Caleb Class, Yaling Yang, Xiaoqiong Wang, Hua He, Stefan Siwko, M James You, Yubin Zhou, Guillermo Garcia-Manero, Yun Huang

Faculty, Staff and Student Publications

Epigenetic abnormalities in DNA hydroxymethylation (5hmC) have been detected in patients with myeloid neoplasms, suggesting that 5hmC might act as a valuable epigenetic mark to reflect the disease status of myeloid neoplasms. Here, we report systematic genome-wide mapping of the DNA hydroxymethylomes in over 70 patients with myeloid neoplasms. Our integrative analysis leads to the identification of distinct 5hmC signatures that can sensitively discriminate patients from healthy individuals. At the molecular level, we unveiled dynamic 5hmC changes within key transcription factor (e.g., the CEBP family) binding motifs that are essential for hematopoiesis and myeloid lineage specification. 5hmC redistribution was found …


Reflections On Beam Configuration Optimization For Intensity-Modulated Proton Therapy, Wenhua Cao, Humberto Rocha, Radhe Mohan, Gino Lim, Hadis M Goudarzi, Brígida C Ferreira, Joana M Dias Jun 2022

Reflections On Beam Configuration Optimization For Intensity-Modulated Proton Therapy, Wenhua Cao, Humberto Rocha, Radhe Mohan, Gino Lim, Hadis M Goudarzi, Brígida C Ferreira, Joana M Dias

Faculty, Staff and Student Publications

Presumably, intensity-modulated proton radiotherapy (IMPT) is the most powerful form of proton radiotherapy. In the current state of the art, IMPT beam configurations (i.e. the number of beams and their directions) are, in general, chosen subjectively based on prior experience and practicality. Beam configuration optimization (BCO) for IMPT could, in theory, significantly enhance IMPT's therapeutic potential. However, BCO is complex and highly computer resource-intensive. Some algorithms for BCO have been developed for intensity-modulated photon therapy (IMRT). They are rarely used clinically mainly because the large number of beams typically employed in IMRT renders BCO essentially unnecessary. Moreover, in the newer …


Occult Polyclonality Of Preclinical Pancreatic Cancer Models Drives In Vitro Evolution, Maria E Monberg, Heather Geiger, Jaewon J Lee, Roshan Sharma, Alexander Semaan, Vincent Bernard, Justin Wong, Fang Wang, Shaoheng Liang, Daniel B Swartzlander, Bret M Stephens, Matthew H G Katz, Ken Chen, Nicolas Robine, Paola A Guerrero, Anirban Maitra Jun 2022

Occult Polyclonality Of Preclinical Pancreatic Cancer Models Drives In Vitro Evolution, Maria E Monberg, Heather Geiger, Jaewon J Lee, Roshan Sharma, Alexander Semaan, Vincent Bernard, Justin Wong, Fang Wang, Shaoheng Liang, Daniel B Swartzlander, Bret M Stephens, Matthew H G Katz, Ken Chen, Nicolas Robine, Paola A Guerrero, Anirban Maitra

Faculty, Staff and Student Publications

Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, …


Hematologic Complications Of Immune Checkpoint Inhibitors, Michael H Kroll, Cristhiam Rojas-Hernandez, Cassian Yee Jun 2022

Hematologic Complications Of Immune Checkpoint Inhibitors, Michael H Kroll, Cristhiam Rojas-Hernandez, Cassian Yee

Faculty, Staff and Student Publications

Immune checkpoint inhibitors are a class of antineoplastic therapies that unleash immune cells to kill malignant cells. There are currently 7 medications that have been approved by the US Food and Drug Administration for the treatment of 14 solid tumors and 2 hematologic malignancies. These medications commonly cause immune-related adverse effects as a result of overactive T lymphocytes, autoantibody production, and/or cytokine dysregulation. Hematologic toxicities are rare and of uncertain mechanism, and therefore management is often based on experiences with familiar conditions involving these perturbed immune responses, such as autoimmune hemolytic anemia, immune thrombocytopenia, and idiopathic aplastic anemia. Management is …


The Three Two-Pore Channel Subtypes From Rabbit Exhibit Distinct Sensitivity To Phosphoinositides, Voltage, And Extracytosolic Ph, Xinghua Feng, Jian Xiong, Weijie Cai, Jin-Bin Tian, Michael X Zhu Jun 2022

The Three Two-Pore Channel Subtypes From Rabbit Exhibit Distinct Sensitivity To Phosphoinositides, Voltage, And Extracytosolic Ph, Xinghua Feng, Jian Xiong, Weijie Cai, Jin-Bin Tian, Michael X Zhu

Faculty, Staff and Student Publications

Two pore channels (TPCs) are implicated in vesicle trafficking, virus infection, and autophagy regulation. As Na+- or Ca2+-permeable channels, TPCs have been reported to be activated by NAADP, PI(3,5)P2, and/or high voltage. However, a comparative study on the function and regulation of the three mammalian TPC subtypes is currently lacking. Here, we used the electrophysiological recording of enlarged endolysosome vacuoles, inside-out and outside-out membrane patches to examine the three TPCs of rabbit (Oryctolagus cuniculus, or Oc) heterologously expressed in HEK293 cells. While PI(3,5)P2 evoked Na+ currents with a potency order of OcTPC1 > OcTPC3 > OcTPC2, only OcTPC2 displayed a strict dependence …


Effect Of Neoadjuvant Chemotherapy On Intraoperative Core Temperature In Patients With Breast Cancer: A Retrospective Cohort Study, Daniel B Zamler, Takashi Shingu, Laura M Kahn, Kristin Huntoon, Cynthia Kassab, Martina Ott, Katarzyna Tomczak, Jintan Liu, Yating Li, Ivy Lai, Rocio Zorilla-Veloz, Cassian Yee, Kunal Rai, Betty Ys Kim, Stephanie S Watowich, Amy B Heimberger, Giulio F Draetta, Jian Hu Jun 2022

Effect Of Neoadjuvant Chemotherapy On Intraoperative Core Temperature In Patients With Breast Cancer: A Retrospective Cohort Study, Daniel B Zamler, Takashi Shingu, Laura M Kahn, Kristin Huntoon, Cynthia Kassab, Martina Ott, Katarzyna Tomczak, Jintan Liu, Yating Li, Ivy Lai, Rocio Zorilla-Veloz, Cassian Yee, Kunal Rai, Betty Ys Kim, Stephanie S Watowich, Amy B Heimberger, Giulio F Draetta, Jian Hu

Faculty, Staff and Student Publications

Novel therapeutic strategies targeting glioblastoma (GBM) often fail in the clinic, partly because preclinical models in which hypotheses are being tested do not recapitulate human disease. To address this challenge, we took advantage of our previously developed spontaneous Qk/Trp53/Pten (QPP) triple-knockout model of human GBM, comparing the immune microenvironment of QPP mice with that of patient-derived tumors to determine whether this model provides opportunity for gaining insights into tumor physiopathology and preclinical evaluation of therapeutic agents. Immune profiling analyses and single-cell sequencing of implanted and spontaneous tumors from QPP mice and from patients with glioma revealed intratumoral immune components that …


Immune Landscape Of A Genetically Engineered Murine Model Of Glioma Compared With Human Glioma, Daniel B Zamler, Takashi Shingu, Laura M Kahn, Kristin Huntoon, Cynthia Kassab, Martina Ott, Katarzyna Tomczak, Jintan Liu, Yating Li, Ivy Lai, Rocio Zorilla-Veloz, Cassian Yee, Kunal Rai, Betty Ys Kim, Stephanie S Watowich, Amy B Heimberger, Giulio F Draetta, Jian Hu Jun 2022

Immune Landscape Of A Genetically Engineered Murine Model Of Glioma Compared With Human Glioma, Daniel B Zamler, Takashi Shingu, Laura M Kahn, Kristin Huntoon, Cynthia Kassab, Martina Ott, Katarzyna Tomczak, Jintan Liu, Yating Li, Ivy Lai, Rocio Zorilla-Veloz, Cassian Yee, Kunal Rai, Betty Ys Kim, Stephanie S Watowich, Amy B Heimberger, Giulio F Draetta, Jian Hu

Faculty, Staff and Student Publications

Novel therapeutic strategies targeting glioblastoma (GBM) often fail in the clinic, partly because preclinical models in which hypotheses are being tested do not recapitulate human disease. To address this challenge, we took advantage of our previously developed spontaneous Qk/Trp53/Pten (QPP) triple-knockout model of human GBM, comparing the immune microenvironment of QPP mice with that of patient-derived tumors to determine whether this model provides opportunity for gaining insights into tumor physiopathology and preclinical evaluation of therapeutic agents. Immune profiling analyses and single-cell sequencing of implanted and spontaneous tumors from QPP mice and from patients with glioma revealed intratumoral immune components that …


Integrated Screens Uncover A Cell Surface Tumor Suppressor Gene Kirrel Involved In Hippo Pathway, Chao Wang, Xu Feng, Dan Su, Zhen Chen, Shimin Wang, Mengfan Tang, Min Huang, Litong Nie, Huimin Zhang, Siting Li, Ling Yin, Randy L Johnson, Traver Hart, Junjie Chen Jun 2022

Integrated Screens Uncover A Cell Surface Tumor Suppressor Gene Kirrel Involved In Hippo Pathway, Chao Wang, Xu Feng, Dan Su, Zhen Chen, Shimin Wang, Mengfan Tang, Min Huang, Litong Nie, Huimin Zhang, Siting Li, Ling Yin, Randy L Johnson, Traver Hart, Junjie Chen

Faculty, Staff and Student Publications

Cell surface proteins play essential roles in various biological processes and are highly related to cancer development. They also serve as important markers for cell identity and targets for pharmacological intervention. Despite their great potentials in biomedical research, comprehensive functional analysis of cell surface proteins remains scarce. Here, with a de novo designed library targeting cell surface proteins, we performed in vivo CRISPR screens to evaluate the effects of cell surface proteins on tumor survival and proliferation. We found that


Promoting Cancer Health Equity: A Qualitative Study Of Mentee And Mentor Perspectives Of A Training Program For Underrepresented Scholars In Cancer Health Disparities, Anastasia Rogova, Isabel Martinez Leal, Maggie Britton, Shine Chang, Kamisha H Escoto, Kayce D Solari Williams, Crystal Roberson, Lorna H Mcneill, Lorraine R Reitzel Jun 2022

Promoting Cancer Health Equity: A Qualitative Study Of Mentee And Mentor Perspectives Of A Training Program For Underrepresented Scholars In Cancer Health Disparities, Anastasia Rogova, Isabel Martinez Leal, Maggie Britton, Shine Chang, Kamisha H Escoto, Kayce D Solari Williams, Crystal Roberson, Lorna H Mcneill, Lorraine R Reitzel

Faculty, Staff and Student Publications

Racial and ethnic minorities, and women, experience stark disparities in cancer risk behaviors and mortality rates, yet often remain underrepresented in scientific research positions. We conducted an exploratory, qualitative study to examine the value of mentored research experience as part of an NCI-funded research training program designed to increase the representation of minority and women scientists in cancer disparities research. Using individual interviews, we explored 16 mentees' and 7 mentors' program experiences and perspectives to identify the most effective strategies to build strong mentoring relationships that could ultimately contribute to increased representation in health disparities research. Two expert analysts employed …


Directed Evolution Of Pd-L1-Targeted Affibodies By Mrna Display, Brian J Grindel, Brian J Engel, Justin N Ong, Anupallavi Srinivasamani, Xiaowen Liang, Niki M Zacharias, Robert C Bast, Michael A Curran, Terry T Takahashi, Richard W Roberts, Steven W Millward Jun 2022

Directed Evolution Of Pd-L1-Targeted Affibodies By Mrna Display, Brian J Grindel, Brian J Engel, Justin N Ong, Anupallavi Srinivasamani, Xiaowen Liang, Niki M Zacharias, Robert C Bast, Michael A Curran, Terry T Takahashi, Richard W Roberts, Steven W Millward

Faculty, Staff and Student Publications

Therapeutic monoclonal antibodies directed against PD-L1 (e.g., atezolizumab) disrupt PD-L1:PD-1 signaling and reactivate exhausted cytotoxic T-cells in the tumor compartment. Although anti-PD-L1 antibodies are successful as immune checkpoint inhibitor (ICI) therapeutics, there is still a pressing need to develop high-affinity, low-molecular-weight ligands for molecular imaging and diagnostic applications. Affibodies are small polypeptides (∼60 amino acids) that provide a stable molecular scaffold from which to evolve high-affinity ligands. Despite its proven utility in the development of imaging probes, this scaffold has never been optimized for use in mRNA display, a powerful


Inflammatory Breast Cancer: The Cytokinome Of Post-Mastectomy Wound Fluid Augments Proliferation, Invasion, And Stem Cell Markers, Alshaimaa Tarek, Shrouk Khalaf El-Sayed, Wendy A Woodward, Mohamed El-Shinawi, Jon Mark Hirshon, Mona Mostafa Mohamed Jun 2022

Inflammatory Breast Cancer: The Cytokinome Of Post-Mastectomy Wound Fluid Augments Proliferation, Invasion, And Stem Cell Markers, Alshaimaa Tarek, Shrouk Khalaf El-Sayed, Wendy A Woodward, Mohamed El-Shinawi, Jon Mark Hirshon, Mona Mostafa Mohamed

Faculty, Staff and Student Publications

Inflammatory breast cancer (IBC) is an aggressive phenotype with a high recurrence and low survival rate. Approximately 90% of local breast cancer recurrences occur adjacent to the same quadrant as the initial cancer, implying that tumor recurrence may be caused by residual cancer cells and/or quiescent cancer stem cells (CSCs) in the tumor. We hypothesized that wound fluid (WF) collected after modified radical mastectomy (MRM) may activate cancer cells and CSCs, promoting epithelial mesenchymal transition (EMT) and invasion. Therefore, we characterized the cytokinome of WF drained from post-MRM cavities of non-IBC and IBC patients. The WF of IBC patients showed …


Stat3 Activates The Pentraxin 3 Gene In Chronic Lymphocytic Leukemia Cells, Uri Rozovski, Ivo Veletic, David M Harris, Ping Li, Zhiming Liu, Preetesh Jain, Taghi Manshouri, Alessandra Ferrajoli, Jan A Burger, Prithviraj Bose, Phillip A Thompson, Nitin Jain, William G Wierda, Srdan Verstovsek, Michael J Keating, Zeev Estrov Jun 2022

Stat3 Activates The Pentraxin 3 Gene In Chronic Lymphocytic Leukemia Cells, Uri Rozovski, Ivo Veletic, David M Harris, Ping Li, Zhiming Liu, Preetesh Jain, Taghi Manshouri, Alessandra Ferrajoli, Jan A Burger, Prithviraj Bose, Phillip A Thompson, Nitin Jain, William G Wierda, Srdan Verstovsek, Michael J Keating, Zeev Estrov

Faculty, Staff and Student Publications

Pentraxin-related protein 3 (PTX3), commonly produced by myeloid and endothelial cells, is a humoral pattern recognition protein of the innate immune system. Because PTX3 plasma levels of patients with chronic lymphocytic leukemia (CLL) are high and most circulating cells in patients with CLL are CLL cells, we reasoned that CLL cells produce PTX3. Western immunoblotting revealed that low-density cells from seven of seven patients with CLL produce high levels of PTX3, flow cytometry analysis revealed that the PTX3-producing cells are B lymphocytes coexpressing CD19 and CD5, and confocal microscopy showed that PTX3 is present in the cytoplasm of CLL cells. …


Neoadjuvant Immunotherapy Across Cancers: Meeting Report From The Immunotherapy Bridge-December 1st–2nd, 2021, Elizabeth M Burton, Rodabe N Amaria, Tina Cascone, Myriam Chalabi, Neil D Gross, Elizabeth A Mittendorf, Richard A Scolyer, Padmanee Sharma, Paolo A Ascierto Jun 2022

Neoadjuvant Immunotherapy Across Cancers: Meeting Report From The Immunotherapy Bridge-December 1st–2nd, 2021, Elizabeth M Burton, Rodabe N Amaria, Tina Cascone, Myriam Chalabi, Neil D Gross, Elizabeth A Mittendorf, Richard A Scolyer, Padmanee Sharma, Paolo A Ascierto

Faculty, Staff and Student Publications

After the success of immunotherapy in the treatment of advanced metastatic cancer, further evaluation in earlier settings, including high-risk, surgically-resectable disease is underway. Potential benefits of a neoadjuvant immunotherapeutic approach include presurgical tumor shrinkage, reduced surgical morbidity, early eradication of micrometastases and prevention of distant disease, and greater antigen-specific T cell response. For some cancers, pathologic response has been established as a surrogate measure for long-term outcomes, therefore offering the ability for early and objective assessment of treatment efficacy and the potential to inform and personalize adjuvant treatment clinical decision-making. Leveraging the neoadjuvant treatment setting offers the ability to deeply …


Real-World Use Of Palbociclib Monotherapy In Retroperitoneal Liposarcomas At A Large Volume Sarcoma Center, Elise F Nassif, Brandon Cope, Raymond Traweek, Russell G Witt, Derek J Erstad, Christopher P Scally, Prapassorn Thirasastr, Maria Alejandra Zarzour, Joseph Ludwig, Robert Benjamin, Andrew J Bishop, B Ashleigh Guadagnolo, Davis Ingram, Khalida Wani, Wei-Lien Wang, Alexander J Lazar, Keila E Torres, Kelly K Hunt, Barry W Feig, Christina L Roland, Neeta Somaiah, Emily Z Keung Jun 2022

Real-World Use Of Palbociclib Monotherapy In Retroperitoneal Liposarcomas At A Large Volume Sarcoma Center, Elise F Nassif, Brandon Cope, Raymond Traweek, Russell G Witt, Derek J Erstad, Christopher P Scally, Prapassorn Thirasastr, Maria Alejandra Zarzour, Joseph Ludwig, Robert Benjamin, Andrew J Bishop, B Ashleigh Guadagnolo, Davis Ingram, Khalida Wani, Wei-Lien Wang, Alexander J Lazar, Keila E Torres, Kelly K Hunt, Barry W Feig, Christina L Roland, Neeta Somaiah, Emily Z Keung

Faculty, Staff and Student Publications

Palbociclib has been evaluated in early phase trials for well-differentiated liposarcoma (WDLPS) and dedifferentiated liposarcoma (DDLPS) patients, with reported median progression-free survival (PFS) of 18 weeks. Here, we report on real-world use and surgical outcomes associated with palbociclib treatment. We retrospectively reviewed 61 consecutive patients with retroperitoneal WDLPS (n = 14) or DDLPS (n = 47) treated with palbociclib monotherapy between 1 March 2016 and 28 February 2021 at The University of Texas MD Anderson Cancer Center. At palbociclib initiation, median age was 64 (interquartile range [IQR] 56-72). In WDLPS and DDLPS cohorts, the median number of prior systemic treatments …


Sirpα+ Macrophages Are Increased In Patients With Fl Who Progress Or Relapse After Frontline Lenalidomide And Rituximab, Mario L Marques-Piubelli, Edwin R Parra, Lei Feng, Luisa Solis Soto, Mariana Gallardo, Sushanth Gouni, Felipe Samaniego, Mansoor Noorani, Fredrick B Hagemeister, Jason R Westin, Hun Ju Lee, Maria A Rodriguez, Sattva S Neelapu, Jillian R Gunther, Nathan H Fowler, Christopher R Flowers, Ignacio I Wistuba, Loretta J Nastoupil, Francisco Vega, Paolo Strati Jun 2022

Sirpα+ Macrophages Are Increased In Patients With Fl Who Progress Or Relapse After Frontline Lenalidomide And Rituximab, Mario L Marques-Piubelli, Edwin R Parra, Lei Feng, Luisa Solis Soto, Mariana Gallardo, Sushanth Gouni, Felipe Samaniego, Mansoor Noorani, Fredrick B Hagemeister, Jason R Westin, Hun Ju Lee, Maria A Rodriguez, Sattva S Neelapu, Jillian R Gunther, Nathan H Fowler, Christopher R Flowers, Ignacio I Wistuba, Loretta J Nastoupil, Francisco Vega, Paolo Strati

Faculty, Staff and Student Publications

Limited data exist regarding the outcome of patients with follicular lymphoma (FL) who relapse or progress after frontline lenalidomide and rituximab (R2). Moreover, mechanisms of resistance to R2 in FL remain unclear, with increased protumoral macrophages suspected as a major contributory culprit to this phenomenon. This retrospective study analyzed the outcome of patients with advanced-stage FL grade 1 to 3A who relapsed or progressed after frontline R2. A multiplex immunofluorescence macrophage panel, including CD47, CD14, CD68, CD115 (also known as colony-stimulating factor 1 receptor [CSF1R]), CD163, CD172a (also known as signal regulatory protein α [SIRPα]), and CD274 (also known as …