-Author name in bold denotes the presenting author
-Asterisk * with author name denotes a Non-ASH member
Clinically Relevant Abstract denotes an abstract that is clinically relevant.

PhD Trainee denotes that this is a recommended PHD Trainee Session.

Ticketed Session denotes that this is a ticketed session.

803.P1.38 803. Emerging Tools, Techniques, and Artificial Intelligence in Hematology: Poster I

Symposia: Emerging Tools, Techniques, and Artificial Intelligence in Hematology Program: Oral and Poster Abstracts
Type: Poster
Hematology Disease Topics & Pathways:
Research, Fundamental Science, Artificial intelligence (AI), Translational Research, Clinical Research, Bioinformatics, Computational biology, Emerging technologies, Technology and Procedures, Gene editing, Profiling, Imaging, Machine learning, Molecular testing
Saturday, December 7, 2024: 5:30 PM-7:30 PM
Halls G-H (San Diego Convention Center)

Jan-Niklas Eckardt1,2*, Waldemar Hahn, MSc3,4*, Rhonda E. Ries, MA5*, Szymon Dariusz Chrost, MSc6*, Susann Winter, PhD2*, Sebastian Stasik, PhD6*, Christoph Röllig, MD, MSc7*, Uwe Platzbecker, MD8, Carsten Müller-Tidow, MD9*, Hubert Serve, MD10, Claudia D Baldus, MD11*, Christoph Schliemann, MD12*, Kerstin Schäfer-Eckart, MD13*, Maher Hanoun, MD, PhD14*, Martin Kaufmann, MD15, Andreas Burchert, MD16, Johannes Schetelig, MD, MSc17, Martin Bornhäuser, MD6,18,19*, Markus Wolfien, PhD3,4*, Soheil Meshinchi, MD, PhD5, Christian Thiede, MD6 and Jan Moritz Middeke, MD6,20*

1Else Kroener Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany
2Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
3Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) Dresden/Leipzig, Dresden, Germany
4Institute for Medical Informatics and Biometry, TUD Dresden University of Technology, Dresden, Germany
5Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, WA
6Department of Internal Medicine I, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
7Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
8Department for Hematology, Cell Therapy, Hemostaseology and Infectious Diseases, University of Leipzig Medical Center, Leipzig, Germany
9Department of Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
10Department of Medicine II, Hematology/Oncology, Goethe University, University Hospital, Frankfurt, Germany
11University Medical Center Schleswig-Holstein, University Cancer Center Schleswig-Holstein, Kiel, Germany
12Department of Medicine A, University Hospital Muenster, Muenster, Germany
13Department of Internal Medicine V, Paracelsus University Hospital Nuremberg, Nuremberg, Germany
14Department of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen, Germany
15Department of Hematology, Oncology and Palliative Care, Robert Bosch Hospital, Stuttgart, Germany
16Department of Hematology, Oncology and Immunology, University Hospital Marburg, Marburg, Germany
17Department of Internal Medicine I, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
18German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany
19National Center for Tumor Diseases Dresden (NCT/UCC), Technical University Dresden, Dresden, Germany
20Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany

Jessica Nordlund, MSc, PhD1,2*, Maria Globisch, PhD1*, Henrik Gezelius, PhD1*, Anna Pia Enblad, MD1*, Olga Krali, MSc1*, Mariya Lysenkova-Wiklander, BSc1*, Martin Åberg, MSc3*, Arja Harila, MD, PhD4*, Amanda Raine, PhD1* and Claes Andersson, PhD1*

1Medical Sciences, Uppsala University, Uppsala, Sweden
2Science for Life Laboratory, Uppsala, Sweden
3Department of Clinical Chemistry and Pharmacology, Uppsala University Hospital, Uppsala, Sweden
4Women's and Children's Health, Uppsala University, Uppsala, Sweden

Bofei Wang, PhD1, Poonam N Desai2, Jae Jun Ku3*, Naval Daver, MD4, Patrick K. Reville, MD, MPH2 and Hussein A. Abbas, MD, PhD2

1Department of Leukemia, Division of Cancer Medicine, The University of Texas At MD Anderson Cancer Cent, Houston, TX
2Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
3Rice University, Houston, TX
4MD Anderson Cancer Center, Houston, TX

Shazia K. Nakhoda, MD1*, Pin Lu, PhD1*, Tingwei Guo, PhD1*, Denise Connelly, PhD1*, Marcus Messmer, MD1, Zachary AK Frosch, MD, MSHP2, Henry C. Fung, FRCP, MBBChir3, Asya Varshavsky Yanovsky, MD, PhD1 and Y. Lynn Wang, MD, PhD1

1Fox Chase Cancer Center, Philadelphia, PA
2Department of Hematology/Oncology; Cancer Prevention and Control Research Program, Fox Chase Cancer Center, Philadelphia, PA
3Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA

Xiangjie Lin1*, Huafeng Wang2,3,4,5,6* and Jie Jin, M.D.3,7,8,9,10

1Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
2Zhejiang Provincial Clinical Research Center for Hematological disorders, Hangzhou, China
3Zhejiang University Cancer Center, Hangzhou, China
4Zhejiang Provincial Clinical Research Center for Hematological disorders, Hangzhou, Zhejiang, Hangzhou, China
5Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
6Zhejiang Provincial Key Lab of Hematopoietic Malignancy, Zhejiang University, Hangzhou, Zhejiang, Hangzhou, China
7Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
8Zhejiang Provincial Clinical Research Center For Hematological disorders, Hangzhou, China
9Zhejiang Provincial Key Lab of Hematopoietic Malignancy, Zhejiang University, Hangzhou, Zhejiang, PR China;, Hangzhou, China
10Zhejiang Provincial Key Laboratory of Hematopoietic Malignancy, Zhejiang University, Hangzhou, China

Akshay A Patwardhan1*, Ashwin P. Patel, MD, PhD, MPH2, Solomon Oshabaheebwa, MSc, BSc3*, Christopher A. Delianides, MS4*, Zoe Sekyonda, BS4*, Erica N Evans1*, Abhinav K Pasupuleti5*, Lindsey Abel, BS2*, Michael A. Suster, PhD4*, Pedram Mohseni, PhD4*, Umut Gurkan, PhD6 and Vivien Sheehan, MD, PhD1,7

1Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, GA
2Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA
3Case Western Reserve University, Cleveland Heights, OH
4Case Western Reserve University, Cleveland, OH
5Aflac Blood and Cancer Center, Children’s Healthcare of Atlanta, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, Atlanta, GA
6Case Western Reserve University, Shaker Heights, OH
7Emory University School of Medicine, Atlanta, GA

Ramy El-Assal, B.S. in Neuroscience1* and Aziz Nazha, MD2

1The Ohio State University, Columbus
2Thomas Jefferson University, Department of Medical Oncology, Philadelphia, PA

Yoonkyu Lee, MS, BS1,2,3, Wen Wang, PhD4*, Timothy K Starr, PhD1,5*, Klara E Noble-Orcutt, BS, MS1,3*, Chad L Myers, PhD1,2,4* and Zohar Sachs, MD, PhD1,2,3

1Masonic Cancer Center, University of Minnesota, Minneapolis, MN
2Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN
3Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN
4Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN
5Department of Obstetrics, Gynecology, and Women's Health, University of Minnesota, Minneapolis, MN

Lindsey A. Murphy, MD1, Laura Sedivy2*, M. Eric Kohler, MD, Ph.D3, Kimberly Jordan, PhD2*, Jill Slansky2*, Michael Yarnell, BSc2*, Terry J Fry, MD4 and Amanda Winters, MD, PhD2

1City of Hope, Duarte, CA
2University of Colorado Anschutz Medical Campus, Aurora, CO
3Division of Hematology/Oncology/Bone Marrow Transplant and Center for Cancer and Blood Disorders, Ch, Aurora, CO
4Immunology Department and HI3 Initiative, University of Colorado Anschutz Medical Campus, Aurora, CO

Melanie E. Fields, MD1, Paula Germino-Watnick2*, Amy Mirro, BSc3*, Jinli Wang2*, Landon C. Power3*, Josiah Lewis, PHD4*, Kristin P. Guilliams, MD, MSCI5*, Yasheng Chen4* and Andria L. Ford, MD, MSCI6*

1Division of Pediatric Hematology and Oncology, Washington University, St. Louis, MO
2Washington University of St Louis, St. Louis, MO
3Washington University, St. Louis, MO
4Washington University School of Medicine in St Louis, St. Louis, MO
5Division of Pediatric Neurology, Washington University, St. Louis, MO
6Washington University School of Medicine in St Louis, St. Louis

Saverio D'Amico, MSc1,2*, Elisabetta Sauta, PhD2*, Gianluca Asti, MSc2*, Mattia Delleani2*, Elena Zazzetti, MSc2*, Alessia Campagna, MD2*, Luca Lanino, MD3, Giulia Maggioni, MD2*, Marta Ubezio, MD2*, Gabriele Todisco, MD4*, Antonio Russo, MD2*, Cristina Astrid Tentori, MD2*, Alessandro Buizza5*, Matteo Franchi, PhD6*, Lorenzo Dall'Olio, PhD7*, Marilena Bicchieri, PhD2*, Matteo Zampini, PhD3*, Matteo Brindisi3*, Francesca Ficara, PhD2*, Elena Riva, PhD3*, Denise Ventura, MSc3*, Laura Crisafulli, PhD3*, Nicole Pinocchio, MSc3*, Andrea Della Porta1*, Flavia Jacobs, MD2*, Alberto Zambelli, MD2*, Victor Savevski, MEng2*, Armando Santoro, MD5*, Francesc Sole, PhD8, Uwe Platzbecker, MD9, Pierre Fenaux, MD10, Maria Diez-Campelo, MD, PhD11*, Guillermo Garcia-Manero, MD12, Torsten Haferlach, MD13, Shahram Kordasti, MD, PhD14,15, Gastone Castellani, PhD16*, Fabio Efficace, PhD17*, Valeria Santini, MD18, Amer M. Zeidan, MD19, Rami S. Komrokji, MD20 and Matteo Giovanni Della Porta, MD2,21*

1Train s.r.l., Milan, Italy
2IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
3IRCCS Humanitas Research Hospital, Rozzano, Milano, Italy
4IRCCS Humanitas Research Hospital, Houston, TX
5IRCCS Humanitas Research Hospital, Rozzano, Italy
6Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
7Department of Physics and Astronomy, University of Bologna, Bologna, Italy
8Josep Carreras Leukaemia Research Institute, Myelodysplastic Syndromes Research Group, Badalona, Spain
9Department for Hematology, Cell Therapy, Hemostaseology and Infectious Diseases, University of Leipzig Medical Center, Leipzig, Germany
10Service d'Hématologie Séniors, Hôpital Saint-Louis, Université Paris 7, Paris, France
11Hospital Clínico Universitario de Salamanca, Salamanca, Spain
12Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX
13MLL Munich Leukemia Laboratory, Munich, Germany
14Hematology Unit, Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Ancona, Italy
15Kings College London, London, United Kingdom
16Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
17Gruppo Italiano Malattie Ematologiche Dell’Adulto GIMEMA, Rome, Rome, Italy
18MDS Unit, Hematology, AOUC, University of Florence, Florence, Italy
19Yale School of Medicine and Yale Comprehensive Cancer Center, Yale University, New Haven, CT
20Department of Malignant Hematology, Moffitt Cancer Center, Tampa, FL
21Department of Biomedical Sciences, Humanitas University, Milan, Italy

Shu Wang, PhD*, Saurabh Parikh, PhD*, Dongjo Ban*, Saurabh Gulati*, Qawer Ayaz*, Joanne Nguyen*, Benjamin Miltz*, Yang Li* and Ben Schroeder*

Mission Bio, South San Francisco, CA

Takeshi Sugio, MD, PhD1*, Mohammad Shahrokh Esfahani, PhD2*, Soyeong Jun, PhD2*, Brian J. Sworder, MD, PhD3, Mark P. Hamilton, MD, PhD4, Hitomi Hosoya, MD, PhD4, Mari Olsen, BS1*, Xiaoman Kang, BS5*, Chih Long Liu, PhD1*, Feng Tian, PhD1*, David B. Miklos, MD, PhD4, David Kurtz, MD, PhD6, Maximilian Diehn, MD, PhD2* and Ash A. Alizadeh, MD, PhD1

1Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
2Department of Radiation Oncology, Stanford University, Stanford, CA
3Division of Hematology and Oncology, University of California, Irvine, Irvine, CA
4Division of Blood and Marrow Transplantation and Cellular Therapy, Stanford University School of Medicine, Palo Alto, CA
5Department of Medicine, Division of Oncology, Stanford University, Stanford, CA
6Department of Medicine (Oncology), Stanford University, Palo Alto, CA

Arda Durmaz, PhD1*, Zachary Brady2*, Kartik Lakhotiya, MS2*, Benjamin Kroger, BS3, Hussein Awada2, Yasuo Kubota, MD, PhD2*, Jacky Chen4*, Colin Hercus5*, Sébastien Hergalant, PhD6*, Carlos Bravo-Perez, MD2,7*, Maria Teresa Voso, MD8, Li Lily Wang2*, Jacob G. Scott, MD, DPhil9*, Hetty E. Carraway, MD, MBA10, Valeria Visconte, PhD2, Stephen Chung, MD11, Simona Pagliuca, MD, PhD12, Jaroslaw Maciejewski2 and Carmelo Gurnari, MD, PhD8,13

1Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic Foundation, CLEVELAND, OH
2Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
3Division of Hematology/Oncology, Department of Internal Medicine, University of Texas Southwestern, Dallas, TX
4Cleveland Clinic Lerner College of Medicine, Cleveland, OH
5Novocraft Technologies Sdn Bhd, Kuala Lumpur, Malaysia
6UMR Inserm 1256 NGERE (Nutrition, Génétique et Exposition aux Risques Environnementaux), Université de Lorraine, Faculté de médecine, Vandoeuvre-lès-Nancy, France
7Department of Hematology and Medical Oncology, Hospital Universitario Morales Meseguer, University of Murcia, IMIB-Pascual Parrilla, CIBERER - Instituto de Salud Carlos III, Murcia, Spain
8Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
9Systems Biology and Bioinformatics Department, School of Medicine, Case Western Reserve University, Cleveland, OH
10Department of Hematology and Medical Oncology, Cleveland Clinic Taussig Cancer Institute, Cleveland, OH
11Division of Hematology/Oncology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
12Department of Hematology, Nancy University Hospital, Vandœuvre-lès-Nancy, France, France
13Cleveland Clinic Foundation, Cleveland, OH

Mayu Ikeda1*, Yuki Namba, MSc1*, Rinko Sasaki, MSc1*, Ryotaro Miyamoto, MSc1*, Hikaru Hattori, PhD1*, Michitaka Notoya, PhD1*, Motonari Daito, MSc1*, Yuichiro Semba, MD, PhD2,3*, Koichi Akashi, MD, PhD3* and Takahiro Maeda, MD, PhD2

1Reagent Engineering, Sysmex Corporation, Kobe, Japan
2Division of Precision Medicine, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
3Department of Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan

Adrian Mosquera Orgueira, MD, PhD1*, Marta Sonia Gonzalez Perez2*, Mattia D'Agostino, MD3*, David A. Cairns, PhD4*, Alessandra Larocca, MD5, Juan José Lahuerta Palacios, MD, PhD6*, Ruth Wester, MD, PhD7*, Uta Bertsch, MD8,9*, Anders Waage, MD, PhD10*, Elena Zamagni, MD11,12*, Carlos Pérez Míguez13*, Niels W.C.J. Van De Donk, MD14, Graham Jackson, MD15*, Davide Crucitti13*, Hans Salwender, MD16*, Daniele Dall'Olio, PhD17*, Gastone Castellani, PhD18*, Manuel Piñeiro Fiel13*, Sara Bringhen, MD, PhD19, Sonja Zweegman, MD, PhD20, Michele Cavo, MD21,22*, Jesus Maria Hernandez Rivas, MD23, Benedetto Bruno, MD, PhD3, Gordon Cook, PhD, DSc4*, Martin F Kaiser, MD24, Hartmut Goldschmidt, MD8,25, Pieter Sonneveld, MD7, Jesús F. San-Miguel, MD, PhD26, Mario Boccadoro, MD27 and Maria- Victoria Mateos28

1University Hospital of Santiago de Compostela, Department of Hematology, IDIS, SANTIAGO DE COMPOSTELA, Spain
2University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
3Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino and Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, Italy
4Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
5Division of Hematology, Department of Molecular Biotechnology and Health Sciences, University of Torino, Torino, Italy
6Hospital Universitario 12 de Octubre, CIBER-ONC CB16/12/00369, CNIO, Madrid, Spain
7Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
8National Center for Tumor Diseases Heidelberg, Heidelberg, Germany
9Department of Medicine V, Heidelberg Myeloma Center, University Hospital Heidelberg, Heidelberg, Germany
10Institute of Clinical and Molecular Medicine, Norwegian University of Science and Technology, and Research Department, St Olavs Hospital, Trondheim, Norway
11"Seràgnoli" Institute of Hematology, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
12Istituto di Ematologia “Seràgnoli”, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
13University Hospital of Santiago de Compostela, Department of Hematology, Santiago de Compostela, Spain, Santiago de Compostela, Spain
14Cancer Center Amsterdam, VU University Medical Center, Amsterdam, Netherlands
15University of Newcastle, Department of Haematology, Newcastle, United Kingdom
16Asklepios Tumorzentrum Hamburg, Asklepios Hospital Hamburg Altona and St. Georg, Hamburg, Germany, Hamburg, Germany
17University of Bologna, Bologna, Italy
18Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
19Citta' Della Salute E Della Scienza, Torino, To, Italy
20Department of Hematology, Amsterdam UMC, Cancer Center Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
21IRCCS Azienda Ospedaliero-Universitaria di Bologna, Hematology Institute “L. e A. Seràgnoli”, Bologna, Italy
22Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
23Department of Medicine, University of Salamanca, Institute of Biomedical Research of Salamanca (IBSAL), University of Salamanca – Cancer Research Center of Salamanca (IBMCC, USAL-CSIG), Salamanca, Spain
24The Institute of Cancer Research, London, United Kingdom and the Royal Marsden Hospital, London, United Kingdom
25Internal Medicine V, Hematology, Oncology and Rheumatology, GMMG Studygroup, Heidelberg University Hospital, Heidelberg, Germany
26Clínica Universidad de Navarra, CIMA, IDISNA, CIBER-ONC (CB16/12/00369), Pamplona, Spain
27European Myeloma Network, EMN, Italy
28University Hospital of Salamanca/IBSAL/CIC/CIBERONC, Salamanca, Spain

Xuezi Hu1*, Korsuk Sirinukunwattana1*, Ka Ho Tam1*, Alan Aberdeen1*, Daniel Royston, DPhil, FRCPath, MBBChir2 and Carlo Pescia3*

1Ground Truth Labs Ltd., Oxford, United Kingdom
2Nuffield Division of Clinical Laboratory Sciences, University of Oxford, Oxford, United Kingdom
3Università degli Studi di Milano, MILANO, Italy

Angelos-Michael Papadopoulos1,2*, Anastasia Iatrou3*, Apostolos Axenopoulos1,4*, Paolo Ghia5,6, Kostas Stamatopoulos3*, Federico Alvarez, Prof, PhD2* and Petros Daras1*

1Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
2Universidad Politécnica de Madrid, Madrid, Spain
3Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
4Aristotle University of Thessaloniki, Thessaloniki, Greece
5Medical School, Università Vita-Salute San Raffaele, Milano, Italy
6Division of Experimental Oncology, IRCCS Ospedale San Raffaele, Milano, Italy

Sadegh Marzban1*, Curtis Gravenmier, MD2*, Ling Zhang, MD3, Lynn C. Moscinski, MD4 and Jeffrey West, PhD5*

1Integrated Mathematical Oncology Department, Moffitt Cancer Center & Research Institute, Tampa, FL
2Department of Hematopathology and Laboratory Medicine, Moffitt Cancer Center & Research Institute, Tampa
3Department of Pathology and Laboratory Medicine, H. Lee Moffitt Cancer and Research Institute, Tampa, FL
4Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
5Integrated Mathematical Oncology Department, Moffitt Cancer Center & Research Institute, Tampa

David Bermejo-Peláez, PhD1*, Ana Mendoza-Martinez2*, Sandra Rodríguez San Antolín3*, Miguel Gómez Álvarez4*, Marta Hidalgo-Soto, MD5*, Adriana Oñós Clausell6*, Nuria Díez Navarro7*, David Brau Queralt7*, Maria Postigo Camps7*, Lin Lin8*, Roberto Mancebo-Martín7*, Carla Caballero Moreno7*, Alejandro Angulo Llorente7*, Alexander Vladimirov8*, Alba Rodríguez García9*, Alejandra Ortiz-Ruiz3*, Roberto Garcia-Vicente10*, Raquel Ancos-Pintado11*, Rafael Colmenares Gil3*, Maria Jesus Ledesma-Carbayo12*, María Linares13*, Maria Julia Montoro, MD, PhD14*, Celina Benavente Cuesta15*, Miguel Luengo-Oroz7* and Joaquín Martínez-Lopez16*

1Spotlab, Madrid, AL, Spain
2Department of Hematology, Hospital Universitario 12 de Octubre, Madrid, Spain
3Hospital Universitario 12 de Octubre, Madrid, Spain
4Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
5Vall d’Hebron Institute of Oncology, Barcelona, Spain
6Hospital Universitari Vall d'Hebron, Barcelona, Spain
7Spotlab, Madrid, Spain
8Spotlab, Madrid, ESP
9Department of Translational Hematology, Research Institute Hospital 12 de Octubre (i+12), Hematological Malignancies Clinical Research Unit H120-CNIO, CIBERONC, Madrid, Spain, Madrid, ESP
10Department of Translational Hematology, Research Institute Hospital 12 de Octubre (i+12), Hematological Malignancies Clinical Research Unit H120-CNIO, CIBERONC, Madrid, Spain
11Department of Translational Hematology, Research Institute Hospital 12 De Octubr, Madrid, ESP
12Universidad Politécnica de Madrid, Madrid, Spain
13Universidad Complutense de Madrid, Madrid, Spain
14Experimental Hematology. Hematology Department Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d’Hebrón, BARCELONA, Spain
15Department of Hematology and Hemotherapy, Hospital Clínico San Carlos, Madrid, Spain
16Hematology Department, Hospital Universitario 12 de Octubre, CIBER-ONC, Instituto de Investigación IMAS12, Madrid, Spain

Yuefan Huang, PhD1*, Riya Dilip Thakkar, MS1*, Katerina Kappes, BSc2*, Kristan Steffen, PhD1*, Oliver Venn, PhD1*, Rita Shaknovich, MD, PhD1, Qinwen Liu, PhD1* and Samir Parekh, MD2

1GRAIL, Inc., Menlo Park, CA
2Icahn School of Medicine at Mount Sinai, New York, NY

Surabhi Rao1*, Victor Foster2*, Charles Levine2*, Bert Frederich, PhD2*, Jonathan Chan2*, Barry Campbell2*, Glenda Arauz2*, Celia Ortiz2*, Adel Alonso2*, Oliver Chen2*, Tanaya Ghosh2*, Charlotte He2*, Elizabeth Del Greco2*, David Satyadi2*, Anagha Rao2*, David Kim2*, Dhruv Bole2*, Katelyn N Benthall, PhD2*, Margarita Krivega, PhD2*, Julia Poniatowski2*, Ivan Krivega, PhD3, Zoya Gulzman-Poltorak, PhD2*, Steve Feinstein, MD2* and Kenneth Greenberg, PhD2*

1Sonothera Inc, San Francisco, CA
2SonoThera, South San Francisco
3SonoThera, SOUTH SAN FRANCISCO, CA

Meihua Long, PhD candidate1,2*, Fan Jia1,2*, Jili Deng3*, Jianing Zhang2*, Ziran Zhao, PhD4,5, Yan Xie2*, Lan Mi2*, Yan Hou1,2* and Yuqin Song, MD2

1Department of Biostatistics, Peking University, Beijing, China
2Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing, China
3Department of Oncology, Sichuan Cancer Hospital and Institute, Chengdu, China
4National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
5First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China

Dan Yoon, MS1*, Bita Jafarzadeh, MD1*, Vahid Mehrtash, MD1*, Hortense Le, MS1,2*, Nicolas Coudray, PhD3*, Aristotelis Tsirigos, PhD1,2,3 and Christopher Y. Park, MD, PhD1,2

1Department of Pathology, New York University School of Medicine, New York, NY
2Department of Medicine, Division of Precision Medicine, New York University School of Medicine, New York, NY
3Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY

Johannes Schmoellerl1*, Romana Maerschalk1*, Martina Weissenboeck1*, Jasmin Ali1*, Thomas Köcher2*, Aleksandra Bundalo1*, Florian Andersch1*, Vivien Vogt1*, Bettina Sajtos1*, Jonas Bayerl1*, Martina Minnich1*, Michaela Fellner1* and Johannes Zuber, MD1,3*

1Research Institute of Molecular Pathology (IMP), Vienna, Austria
2Vienna BioCenter Core Facilities, Vienna, Austria
3Medical University of Vienna, Vienna, Austria

Shota Kato, MD1*, Aiko Sato-Otsubo, MS2*, Wataru Nakamura, MD3*, Masahiro Sugawa, MD3*, Ai Okada3*, Kenichi Chiba, PhD3*, Nao Takasugi2*, Tomoya Irikura, MD2*, Moe Hidaka, MD2*, Masahiro Sekiguchi, MD, PhD2*, Kentaro Watanabe, MD, PhD2*, Yuichi Shiraishi, PhD3* and Motohiro Kato, MD, PhD2

1Department of Pediatrics, The University of Tokyo, Tokyo, Japan
2Department of Pediatrics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
3Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan

*signifies non-member of ASH