Genetic Phenomena Commons^™

Skin Cancers In Medicare Beneficiaries With Actinic Keratoses, Cassandra Mohr, Yao Li, Lucy J Navsaria, Candice L Hinkston, Sanjay S Shete, David J Margolis, Mackenzie R Wehner

Faculty, Staff and Student Publications

Importance: Actinic keratoses (AK) are common premalignant skin lesions with a small risk of progressing to cutaneous squamous cell carcinoma (SCC). There is some evidence that patients with AKs also have increased risks of other skin cancers beyond SCC. However, the absolute risks of skin cancer in patients with AKs are unknown.

Objective: To calculate the absolute and relative risks of future skin cancer in Medicare beneficiaries with AKs.

Design, setting, and participants: This retrospective cohort study was performed using a deidentified, random sample of 4 999 999 fee-for-service Medicare beneficiaries from 2009 through 2018. Patients with treated AKs were …

Angiotensin Ii Type 2 Receptor Signalling As A Pain Target: Bench, Bedside And Back-Translation, Andrew J Shepherd, Andrew Sc Rice, Maree T Smith

Faculty, Staff and Student Publications

Translating promising preclinical pain relief data for novel molecules from drug discovery to positive clinical trial outcomes is challenging. The angiotensin II type 2 (AT2) receptor is a clinically-validated target based upon positive proof-of-concept clinical trial data in patients with post-herpetic neuralgia. This trial was conducted because AT2 receptor antagonists evoked pain relief in rodent models of neuropathic pain. EMA401 was selected as the drug candidate based upon its suitable preclinical toxicity and safety profile and good pharmacokinetics. Herein, we provide an overview of the discovery, preclinical and clinical development of EMA401, for the alleviation of peripheral neuropathic pain.

Alpha Particle-Emitting Radiopharmaceuticals As Cancer Therapy: Biological Basis, Current Status, And Future Outlook For Therapeutics Discovery, Ryan P Coll, Scott J Bright, David K J Martinus, Dimitra K Georgiou, Gabriel O Sawakuchi, H Charles Manning

Faculty, Staff and Student Publications

Critical advances in radionuclide therapy have led to encouraging new options for cancer treatment through the pairing of clinically useful radiation-emitting radionuclides and innovative pharmaceutical discovery. Of the various subatomic particles used in therapeutic radiopharmaceuticals, alpha (α) particles show great promise owing to their relatively large size, delivered energy, finite pathlength, and resulting ionization density. This review discusses the therapeutic benefits of α-emitting radiopharmaceuticals and their pairing with appropriate diagnostics, resulting in innovative "theranostic" platforms. Herein, the current landscape of α particle-emitting radionuclides is described with an emphasis on their use in theranostic development for cancer treatment. Commonly studied radionuclides …

Collaborative Multidisciplinary Management And Expertise Of Ct2-3 Locally Advanced Operable Esophageal Squamous Cell Carcinoma: A Report Of Two Cases, Xuefeng Leng, Daisuke Kurita, Yi Zhu, Seiichiro Abe, Ruixiang Zhang, Xufeng Guo, Liang Dai, Ian Yu-Hong Wong, Seong Yong Park, Berend J Van Der Wilk, Xing Gao, Yung-Chang Chen, Rui Zhao, Jiahua Lv, Haomiao Qing, Yang Liu, Kyle G Mitchell, Bas P L Wijnhoven, Yongtao Han, Hiroyuki Daiko

Faculty, Staff and Student Publications

BACKGROUND: The accurate clinical staging of esophageal squamous cell carcinoma (ESCC) is pivotal for guiding treatment strategies. However, the current precision in staging for clinical T (cT)2 and cT3 stages remains unsatisfactory. This article discusses the role of multidisciplinary teams (MDTs) in the clinical staging and formulation of neoadjuvant treatment strategies for locally advanced operable ESCC. These challenges underscore the importance of precise staging in the decision-making process for appropriate therapeutic interventions.

CASE DESCRIPTION: Through the lens of two patient case studies with locally advanced resectable ESCC, the article showcases the intricate process of treatment planning undertaken by MDTs. It …

The Opportunities And Challenges Of Perioperative Therapy Of Localized Non-Small Cell Lung Cancer-Thoughts From The Keynote-671 Trial, Nathaniel Deboever, Jianjun Zhang

Faculty, Staff and Student Publications

No abstract provided.

Delineating The Interplay Between Oncogenic Pathways And Immunity In Anaplastic Wilms Tumors, Xiaoping Su, Xiaofan Lu, Sehrish Khan Bazai, Linda Dainese, Arnauld Verschuur, Benoit Dumont, Roger Mouawad, Li Xu, Wenxuan Cheng, Fangrong Yan, Sabine Irtan, Véronique Lindner, Catherine Paillard, Yves Le Bouc, Aurore Coulomb, Gabriel G Malouf

Faculty, Staff and Student Publications

Wilms tumors are highly curable in up to 90% of cases with a combination of surgery and radio-chemotherapy, but treatment-resistant types such as diffuse anaplastic Wilms tumors pose significant therapeutic challenges. Our multi-omics profiling unveils a distinct desert-like diffuse anaplastic Wilms tumor subtype marked by immune/stromal cell depletion, TP53 alterations, and cGAS-STING pathway downregulation, accounting for one-third of all diffuse anaplastic cases. This subtype, also characterized by reduced CD8 and CD3 infiltration and active oncogenic pathways involving histone deacetylase and DNA repair, correlates with poor clinical outcomes. These oncogenic pathways are found to be conserved in anaplastic Wilms tumor cell …

Cannabinoids In Periodontology: Where Are We Now?, Yésica Carmona Rendón, Hernán Santiago Garzón, Bruno Bueno-Silva, Roger M Arce, Lina Janeth Suárez

Faculty, Staff and Student Publications

Introduction: Cannabinoids are a well-documented treatment modality for various immune and inflammatory diseases, including asthma, chronic obstructive pulmonary disease, Crohn's disease, arthritis, multiple sclerosis, and a range of neurodegenerative conditions. However, limited information is available regarding the therapeutic potential of cannabinoids in treating periodontal disease.

Objective: The objective of this study is to analyze the current evidence on the antibacterial and immunomodulatory effects of cannabis and its role in the healing and regeneration processes within periodontal tissues.

Results: This review discusses the potential role of cannabinoids in restoring periodontal tissue homeostasis.

Conclusions: The examination of the endocannabinoid system and the …

Correction: Precision Dosimetry In Yttrium-90 Radioembolization Through Ct Imaging Of Radiopaque Microspheres In A Rabbit Liver Model, E Courtney Henry, Matthew Strugari, George Mawko, Kimberly Brewer, David Liu, Andrew C Gordon, Jeffrey N Bryan, Charles Maitz, James J Karnia, Robert Abraham, S Cheenu Kappadath, Alasdair Syme

Faculty, Staff and Student Publications

No abstract provided.

A Heritable Iron Memory Enables Decision-Making In Escherichia Coli, Souvik Bhattacharyya, Nabin Bhattarai, Dylan M Pfannenstiel, Brady Wilkins, Abhyudai Singh, Rasika M Harshey

Faculty, Staff and Student Publications

The importance of memory in bacterial decision-making is relatively unexplored. We show here that a prior experience of swarming is remembered when Escherichia coli encounters a new surface, improving its future swarming efficiency. We conducted >10,000 single-cell swarm assays to discover that cells store memory in the form of cellular iron levels. This “iron” memory preexists in planktonic cells, but the act of swarming reinforces it. A cell with low iron initiates swarming early and is a better swarmer, while the opposite is true for a cell with high iron. The swarming potential of a mother cell, which tracks with …

Case Of New-Onset Scleromyxoedema-Scleroedema Spectrum Disorder In A Patient With Cll, Yuanteng Jeff Li, Victor G Prieto, Jean Tayar

Faculty, Staff and Student Publications

No abstract provided.

Sustained Remissions In Cll After Frontline Fcr Treatment With Very-Long-Term Follow-Up, Philip A Thompson, Alexandre Bazinet, William G Wierda, Constantine S Tam, Susan M O'Brien, Satabdi Saha, Christine B Peterson, William Plunkett, Michael J Keating

Faculty, Staff and Student Publications

Chemoimmunotherapy with fludarabine, cyclophosphamide, and rituximab (FCR) achieves durable remissions, with flattening of the progression-free survival (PFS) curve in patients with mutated immunoglobulin heavy chain variable gene (IGHV-M). We updated long-term follow-up results from the original 300-patient FCR study initiated at MD Anderson in 1999. The current median follow-up is 19.0 years. With this extended follow-up, the median PFS for patients with IGHV-M was 14.6 years vs 4.2 years for patients with unmutated IGHV (IGHV-UM). Disease progression beyond 10 years was uncommon. In total, 16 of 94 (17%) patients in remission at 10 years subsequently progressed with the additional follow-up …

Silencing Of Genes By Promoter Hypermethylation Shapes Tumor Microenvironment And Resistance To Immunotherapy In Clear-Cell Renal Cell Carcinomas, Xiaofan Lu, Yann-Alexandre Vano, Xiaoping Su, Alexandra Helleux, Véronique Lindner, Roger Mouawad, Jean-Philippe Spano, Morgan Rouprêt, Eva Compérat, Virginie Verkarre, Cheng-Ming Sun, Mostefa Bennamoun, Hervé Lang, Philippe Barthelemy, Wenxuan Cheng, Li Xu, Irwin Davidson, Fangrong Yan, Wolf Hervé Fridman, Catherine Sautes-Fridman, Stéphane Oudard, Gabriel G Malouf

Faculty, Staff and Student Publications

The efficacy of immune checkpoint inhibitors varies in clear-cell renal cell carcinoma (ccRCC), with notable primary resistance among patients. Here, we integrate epigenetic (DNA methylation) and transcriptome data to identify a ccRCC subtype characterized by cancer-specific promoter hypermethylation and epigenetic silencing of Polycomb targets. We develop and validate an index of methylation-based epigenetic silencing (iMES) that predicts primary resistance to immune checkpoint inhibition (ICI) in the BIONIKK trial. High iMES is associated with VEGF pathway silencing, endothelial cell depletion, immune activation/suppression, EZH2 activation, BAP1/SETD2 deficiency, and resistance to ICI. Combination therapy with hypomethylating agents or tyrosine kinase inhibitors may benefit …

Prediagnostic Selenium Status, Selenoprotein Gene Variants And Association With Breast Cancer Risk In A European Cohort Study, David J Hughes, Lutz Schomburg, Mazda Jenab, Carine Biessy, Catherine Méplan, Aurelie Moskal, Qian Sun, Kamil Demircan, Veronika Fedirko, Elisabete Weiderpass, Maryam Mukhtar, Anja Olsen, Anne Tjønneland, Kim Overvad, Matthias Schulze, Therese Haugdahl Nøst, Guri Skeie, Karina Standahl Olsen, Fulvio Ricceri, Sara Grioni, Domenico Palli, Giovanna Masala, Rosario Tumino, Fabrizio Pasanisi, Pilar Amiano, Sandra M Colorado Yohar, Antonio Agudo, Maria-Jose Sánchez, Eva Ardanaz, Malin Sund, Anne Andersson, Aurora Perez-Cornago, Ruth Travis, Alicia K Heath, Laure Dossus

Faculty, Staff and Student Publications

Selenium (Se) may help prevent breast cancer (BC) development. Owing to limited observational evidence, we investigated whether prediagnostic Se status and/or variants in the selenoprotein genes are associated with BC risk in a large European cohort. Se status was assessed by plasma measures of Se and its major circulating proteins, selenoprotein P (SELENOP) and glutathione peroxidase 3 (GPX3), in matched BC case-control pairs (2208 for SELENOP; 1785 for GPX3 and Se) nested within the European Prospective Investigation into Cancer and Nutrition (EPIC). Single nucleotide polymorphisms (SNPs, n = 452) in 55 selenoprotein and Se metabolic pathway genes and an additional …

Reduced Grey Matter Volume In Adolescents With Conduct Disorder: A Region-Of-Interest Analysis Using Multivariate Generalized Linear Modeling, Ru Zhang, R James R Blair, Karina S Blair, Matthew Dobbertin, Jaimie Elowsky, Johannah Bashford-Largo, Ahria J Dominguez, Melissa Hatch, Sahil Bajaj

Faculty, Staff and Student Publications

Background: Conduct disorder (CD) involves a group of behavioral and emotional problems that usually begins during childhood or adolescence. Structural brain alterations have been observed in CD, including the amygdala, insula, ventrolateral and medial prefrontal cortex, anterior cingulate cortex, and fusiform gyrus. The current study developed a multivariate generalized linear model (GLM) to differentiate adolescents with CD from typically developing (TD) adolescents in terms of grey matter volume (GMV).

Methods: The whole-brain structural MRI data were collected from 96 adolescents with CD (mean age = [Formula: see text] years; mean IQ = [Formula: see text]; 63 males) and 90 TD …

Cytomulate: Accurate And Efficient Simulation Of Cytof Data, Yuqiu Yang, Kaiwen Wang, Zeyu Lu, Tao Wang, Xinlei Wang

Faculty, Staff and Student Publications

Recently, many analysis tools have been devised to offer insights into data generated via cytometry by time-of-flight (CyTOF). However, objective evaluations of these methods remain absent as most evaluations are conducted against real data where the ground truth is generally unknown. In this paper, we develop Cytomulate, a reproducible and accurate simulation algorithm of CyTOF data, which could serve as a foundation for future method development and evaluation. We demonstrate that Cytomulate can capture various characteristics of CyTOF data and is superior in learning overall data distributions than single-cell RNA-seq-oriented methods such as scDesign2, Splatter, and generative models like LAMBDA.

Baseline Extracellular Vesicle Mirna-30c And Autophagic Ctcs Predict Chemoradiotherapy Resistance And Outcomes In Patients With Lung Cancer, Diego De Miguel-Perez, Francisco Gabriel Ortega, Rosario Guerrero Tejada, Antonio Martínez-Única, Christine B Peterson, Alessandro Russo, Muthukumar Gunasekaran, Andres F Cardona, Victor Amezcua, Jose Antonio Lorente, Jose Expósito Hernández, Christian Rolfo, Maria Jose Serrano

Faculty, Staff and Student Publications

Concurrent chemoradiotherapy (cCRT) is the mainstay of treatment for patients diagnosed with locally advanced non-small cell lung cancer (NSCLC). One significant challenge in the effectiveness of this therapy is the potential development of resistance mechanisms, where autophagy up-regulation has been proposed as a key contributing factor. However, there is a lack of reliable biomarkers to predict outcomes on these patients. Interestingly, for addressing this gap, extracellular vesicles (EVs) and circulating tumor cells (CTCs) have emerged as potential sources of such biomarkers. In this study, we investigated EV-associated miRNAs and presence of autophagic CTCs in prospectively collected serial samples from 38 …

Dissociable Effects Of Alzheimer's Disease-Related Cognitive Dysfunction And Aging On Functional Brain Network Segregation, Ziwei Zhang, Micaela Y Chan, Liang Han, Claudia A Carreno, Ezra Winter-Nelson, Gagan S Wig

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is associated with changes in large-scale functional brain network organization. Individuals with AD exhibit less segregated resting-state brain networks compared with individuals without dementia. However, declines in brain network segregation are also evident as adult individuals grow older. Determining whether these observations reflect unique or overlapping alterations on the functional connectome of the brain is essential for understanding the impact of AD on network organization and incorporating measures of functional brain network organization toward AD characterization. Relationships between AD dementia severity and participant's age on resting-state brain system segregation were examined in 326 cognitively healthy and 275 …

The Landscape Of Alterations From 1407 Ultra-Rare Sarcomas From The Aacr Genie Database: Clinical Implications, Ryan A Denu, Justin T Moyers, Mohamed A Gouda, Anthony P Conley, Alexander J Lazar, Vivek Subbiah

Faculty, Staff and Student Publications

Purpose: Ultra-rare sarcomas (URS) comprise a group of orphan diseases with an incidence of ≤1/1,000,000 people per year. We aimed to assess clinically actionable genomic alterations in URS.

Experimental design: Data were extracted from the GENIE database using cBioPortal. OncoKB was used to assess for clinical actionability of mutations. Tumor mutational burden (TMB) was inferred from clinical sequencing data.

Results: Soft tissue (ST) URS made up 23.5% of ST sarcoma cases, and bone URS made up 16.5% of bone sarcoma cases. The most commonly mutated gene in all four groups was TP53. The most common fusions involved EWSR1. The most …

A Phase 1 Study Of Prophylactic Anakinra To Mitigate Icans In Patients With Large B-Cell Lymphoma, Paolo Strati, Andrew Jallouk, Qing Deng, Xubin Li, Lei Feng, Ryan Sun, Sherry Adkins, Swapna Johncy, Taylor Cain, Raphael E Steiner, Sairah Ahmed, Dai Chihara, Luis E Fayad, Swaminathan P Iyer, Sandra Horowitz, Loretta J Nastoupil, Ranjit Nair, Ahmed Hassan, Taher E Daoud, Misha Hawkins, Maria A Rodriguez, Elizabeth J Shpall, Jeremy L Ramdial, Partow Kebriaei, David S Hong, Jason R Westin, Sattva S Neelapu, Michael R Green

Faculty, Staff and Student Publications

No abstract provided.

Gasdermin D Permeabilization Of Mitochondrial Inner And Outer Membranes Accelerates And Enhances Pyroptosis, Rui Miao, Cong Jiang, Winston Y Chang, Haiwei Zhang, Jinsu An, Felicia Ho, Pengcheng Chen, Han Zhang, Caroline Junqueira, Dulguun Amgalan, Felix G Liang, Junbing Zhang, Charles L Evavold, Iva Hafner-Bratkovič, Zhibin Zhang, Pietro Fontana, Shiyu Xia, Markus Waldeck-Weiermair, Youdong Pan, Thomas Michel, Liron Bar-Peled, Hao Wu, Jonathan C Kagan, Richard N Kitsis, Peng Zhang, Xing Liu, Judy Lieberman

Faculty, Staff and Student Publications

Gasdermin D (GSDMD)-activated inflammatory cell death (pyroptosis) causes mitochondrial damage, but its underlying mechanism and functional consequences are largely unknown. Here, we show that the N-terminal pore-forming GSDMD fragment (GSDMD-NT) rapidly damaged both inner and outer mitochondrial membranes (OMMs) leading to reduced mitochondrial numbers, mitophagy, ROS, loss of transmembrane potential, attenuated oxidative phosphorylation (OXPHOS), and release of mitochondrial proteins and DNA from the matrix and intermembrane space. Mitochondrial damage occurred as soon as GSDMD was cleaved prior to plasma membrane damage. Mitochondrial damage was independent of the B-cell lymphoma 2 family and depended on GSDMD-NT binding to cardiolipin. Canonical and …

Cigarette Smoke Exposure Accelerates Aml Progression In Flt3-Itd Models, Mary Figueroa, Huaxian Ma, Mansour Alfayez, Daniel Enrique Morales-Mantilla, Fei Wang, Yue Lu, Marcos R Estecio, Katherine Y King, Eugenie Kleinerman, Seyed Javad Moghaddam, Naval Daver, Michael Andreeff, Marina Konopleva, Courtney Dinardo, Joya Chandra

Faculty, Staff and Student Publications

No abstract provided.

Phase 1 Study Of Vibecotamab Identifies An Optimized Dose For Treatment Of Relapsed/Refractory Acute Myeloid Leukemia, Farhad Ravandi, Asad Bashey, James Foran, Wendy Stock, Raya Mawad, Nicholas Short, Musa Yilmaz, Hagop Kantarjian, Olatoyosi Odenike, Anand Patel, Raman Garcha, William Barrett Ainsworth, Raphael Clynes, Jitendra Kanodia, Ying Ding, Huajiang Li, Steve Kye, Alice Mims

Faculty, Staff and Student Publications

Acute myeloid leukemia (AML), an aggressive malignancy with unmet medical need, lacks immunotherapeutic options. CD123, the cellular receptor for interleukin-3, expressed in AML is an attractive target for tumor-specific therapy. Vibecotamab (XmAb14045), a humanized bispecific antibody, monovalently binds both CD3 and CD123 to recruit cytotoxic T cells to kill CD123+ tumor cells. This phase 1 study's primary objectives were safety and tolerability and identification of a maximum tolerated dose/recommended dose for use as monotherapy in patients with relapsed/refractory AML. Identification of a recommended phase 2 vibecotamab dose comprised 3 step-up doses (Week 1), which were noted to reduce cytokine response …

A Single-Cell Atlas Of Cd19 Chimeric Antigen Receptor T Cells, Xubin Li, Jared Henderson, Max J Gordon, Irtiza Sheikh, Loretta J Nastoupil, Jason Westin, Christopher Flowers, Sairah Ahmed, Linghua Wang, Sattva S Neelapu, Paolo Strati, Qing Deng, Michael R Green

Faculty, Staff and Student Publications

Li et al. present a resource of single-cell RNA sequencing (scRNA-seq) data from the infusion products of relapsed or refractory large B cell lymphoma (rrLBCL) patients treated with standard-of-care axicabtagene ciloleucel and identify features that are significantly different between products from responders and non-responders at 3-month followup by PET/CT, an important landmark for long-term outcomes.

Single-Cell Analysis Differentiates The Effects Of P53 Mutation And P53 Loss On Cell Compositions Of Oncogenic Kras-Driven Pancreatic Cancer, Xinlei Sun, Daowei Yang, Yang Chen

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) is a devastating malignant disease with a dismal prognosis. In the past decades, a plethora of genetically engineered mouse models (GEMMs) with autochthonous pancreatic tumor development have greatly facilitated studies of pancreatic cancer. Commonly used GEMMs of PDAC often harbor the oncogenic KRAS driver mutation (KrasG12D), in combination with either p53 mutation by knock-in strategy (Trp53R172H) or p53 loss by conditional knockout (Trp53cKO) strategy, in pancreatic cell lineages. However, the systematic comparison of the tumor microenvironment between KrasG12D; Trp53R172H (KPmut) mouse models and KrasG12D; Trp53cKO (KPloss) mouse models …

Pb0559 Novel Variants Of Pros1 Gene Related To Protein S Deficiency, A. Malik, M. Kumar, Jovanny Zabaleta, Rinku Majumder

School of Medicine Faculty Publications

ISTH 2023 Congress June 24-28, 2023, Montreal, Canada

Pb0550 Novel Variants Of Pros1 Gene Related To Protein S Deficiency, A. Malik, M. Kumar, V. Pereira, Jovanny Zabaleta, Rinku Majumder

School of Medicine Faculty Publications

ISTH 2023 Congress June 24-28, 2023, Montreal, Canada

Pbo575 Novel Variants Of Pros1 Gene Related To Protein S Deficiency, A. Malik, Diana Polania-Villanueva, M. Kumar, Jone Garai, Jovanny Zabaleta, Rinku Majumder

School of Medicine Faculty Publications

ISTH 2023 Congress June 24-28, 2023, Montreal, Canada

Regulation Of Protein S Gene Expression By Hypoxia Inducible Factor 1 Α And Estrogen Receptor, Mohammad Mohammad, V. Pilli, M. Kumar, Alaina Guilbeau, Narender Kumar, Rinku Majumder

School of Medicine Faculty Publications

ISTH 2023 Congress June 24-28, 2023, Montreal, Canada

Unearthing The Genotype-Inhibitor Phenotype Association In Severe Hemophilia A: A North Indian Cohort Study, D. Ray, Narender Kumar, C. Hans, A. Kler, R. Sharma, M. Jamwal, H. Kishan Sene, R. Thakur, M. Singh, P. Bhatia, D. Bansal, A. Jain, P. Malhotra, J. Ahluwalia, R. Das

School of Medicine Faculty Publications

ISTH 2023 Congress June 24-28, 2023, Montreal, Canada

An Overview Of The Immune Modulatory Properties Of Long Non-Coding Rnas And Their Potential Use As Therapeutic Targets In Cancer, Moises Martinez-Castillo, Abdelrahman M Elsayed, Gabriel López-Berestein, Paola Amero, Cristian Rodríguez-Aguayo

Faculty, Staff and Student Publications

Long non-coding RNAs (lncRNAs) play pivotal roles in regulating immune responses, immune cell differentiation, activation, and inflammatory processes. In cancer, they are gaining prominence as potential therapeutic targets due to their ability to regulate immune checkpoint molecules and immune-related factors, suggesting avenues for bolstering anti-tumor immune responses. Here, we explore the mechanistic insights into lncRNA-mediated immune modulation, highlighting their impact on immunity. Additionally, we discuss their potential to enhance cancer immunotherapy, augmenting the effectiveness of immune checkpoint inhibitors and adoptive T cell therapies. LncRNAs as therapeutic targets hold the promise of revolutionizing cancer treatments, inspiring further research in this field …