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Che S, Feng X, Li Z, Su Z, Ma G, Li Z, Yu A, Liu M, Zhang S. On-column capping of poly dT media-tethered mRNA accomplishes high capping efficiency, enhanced mRNA recovery, and improved stability against RNase. Biotechnol Bioeng 2024; 121:206-218. [PMID: 37747706 DOI: 10.1002/bit.28560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 09/06/2023] [Accepted: 09/07/2023] [Indexed: 09/26/2023]
Abstract
The messenger RNA (mRNA) 5'-cap structure is indispensable for mRNA translation initiation and stability. Despite its importance, large-scale production of capped mRNA through in vitro transcription (IVT) synthesis using vaccinia capping enzyme (VCE) is challenging, due to the requirement of tedious and multiple pre-and-post separation steps causing mRNA loss and degradation. Here in the present study, we found that the VCE together with 2'-O-methyltransferase can efficiently catalyze the capping of poly dT media-tethered mRNA to produce mRNA with cap-1 structure under an optimized condition. We have therefore designed an integrated purification and solid-based capping protocol, which involved capturing the mRNA from the IVT system by using poly dT media through its affinity binding for 3'-end poly-A in mRNA, in situ capping of mRNA 5'-end by supplying the enzymes, and subsequent eluting of the capped mRNA from the poly dT media. Using mRNA encoding the enhanced green fluorescent protein as a model system, we have demonstrated that the new strategy greatly simplified the mRNA manufacturing process and improved its overall recovery without sacrificing the capping efficiency, as compared with the conventional process, which involved at least mRNA preseparation from IVT, solution-based capping, and post-separation and recovering steps. Specifically, the new process accomplished a 1.76-fold (84.21% over 47.79%) increase in mRNA overall recovery, a twofold decrease in operation time (70 vs. 140 min), and similar high capping efficiency (both close to 100%). Furthermore, the solid-based capping process greatly improved mRNA stability, such that the integrity of the mRNA could be well kept during the capping process even in the presence of exogenously added RNase; in contrast, mRNA in the solution-based capping process degraded almost completely. Meanwhile, we showed that such a strategy can be operated both in a batch mode and in an on-column continuous mode. The results presented in this work demonstrated that the new on-column capping process developed here can accomplish high capping efficiency, enhanced mRNA recovery, and improved stability against RNase; therefore, can act as a simple, efficient, and cost-effective platform technology suitable for large-scale production of capped mRNA.
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Affiliation(s)
- Shiyi Che
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
- Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
- Monash Suzhou Research Institute, Monash University, Suzhou, China
| | - Xue Feng
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
- Monash Suzhou Research Institute, Monash University, Suzhou, China
- Department of Materials Science and Engineering, Monash University, Clayton, Victoria, Australia
| | - Zhengjun Li
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
| | - Zhiguo Su
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
| | - Guanghui Ma
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
| | - Zhikao Li
- Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
- Monash Suzhou Research Institute, Monash University, Suzhou, China
| | - Aibing Yu
- Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
- Monash Suzhou Research Institute, Monash University, Suzhou, China
| | - Minsu Liu
- Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
- Monash Suzhou Research Institute, Monash University, Suzhou, China
- Department of Materials Science and Engineering, Monash University, Clayton, Victoria, Australia
| | - Songping Zhang
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Biopharmaceutical Preparation and Delivery, Chinese Academy of Sciences, Beijing, China
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Feng X, Su Z, Cheng Y, Ma G, Zhang S. Messenger RNA chromatographic purification: advances and challenges. J Chromatogr A 2023; 1707:464321. [PMID: 37639849 DOI: 10.1016/j.chroma.2023.464321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 08/16/2023] [Accepted: 08/20/2023] [Indexed: 08/31/2023]
Abstract
Messenger RNA (mRNA) technologies have shown great potential in prophylactic vaccines and therapeutic medicines due to their adaptability, rapidity, efficacy, and safety. The purity of mRNA determines the efficacy and safety of mRNA drugs. Though chromatographic technologies are currently employed in mRNA purification, they are facing challenges, mainly arising from the large size, relatively simple chemical composition, instability, and high resemblance of by-products to the target mRNA. In this review, we will first make a comprehensive analysis of physiochemical properties differences between mRNA and proteins, then the major challenges facing in mRNA purification and general considerations are highlighted. A detailed summary of the state-of-arts in mRNA chromatographic purification will be provided, which are mainly classified into physicochemical property-based (size, charge, and hydrophobicity) and chemical structure-based (phosphate backbone, bases, cap structure, and poly A tail) technologies. Efforts in eliminating dsRNA byproducts via post in vitro transcript (IVT) purification and by manipulating the IVT process to reduce the generation of dsRNA are highlighted. Finally, a brief summary of the current status of chromatographic purification of the emerging circular mRNA (circRNA) is provided. We hope this review will provide some useful guidance for the Quality by Design (QbD) of mRNA downstream process development.
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Affiliation(s)
- Xue Feng
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinses Academy of Sciences, Beijing 100190, China; Department of Materials Science and Engineering, Monash University, Clayton, Victoria 3800, Australia; Monash Suzhou Research Institute, Monash University, SIP, Suzhou 215000, China
| | - Zhiguo Su
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinses Academy of Sciences, Beijing 100190, China
| | - Yuan Cheng
- Department of Materials Science and Engineering, Monash University, Clayton, Victoria 3800, Australia; Monash Suzhou Research Institute, Monash University, SIP, Suzhou 215000, China
| | - Guanghui Ma
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinses Academy of Sciences, Beijing 100190, China
| | - Songping Zhang
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinses Academy of Sciences, Beijing 100190, China.
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3
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Development and scale-up of oligo-dT monolithic chromatographic column for mRNA capture through understanding of base-pairing interactions. Sep Purif Technol 2023. [DOI: 10.1016/j.seppur.2022.122320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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4
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Wu L, Zhong Y, Yu X, Wu D, Xu P, Lv L, Ruan X, Liu Q, Feng Y, Liu J, Li X. Selective poly adenylation predicts the efficacy of immunotherapy in patients with lung adenocarcinoma by multiple omics research. Anticancer Drugs 2022; 33:943-959. [PMID: 35946526 PMCID: PMC9481295 DOI: 10.1097/cad.0000000000001319] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 06/14/2022] [Indexed: 02/05/2023]
Abstract
The aim of this study was to find the application value of selective polyadenylation in immune cell infiltration, biological transcription function and risk assessment of survival and prognosis in lung adenocarcinoma (LUAD). The processed original mRNA expression data of LUAD were downloaded, and the expression profiles of 594 patient samples were collected. The (APA) events in TCGA-NA-SEQ data were evaluated by polyadenylation site use Index (PDUI) values, and the invasion of stromal cells and immune cells and tumor purity were calculated to group and select the differential genes. Lasso regression and stratified analysis were used to examine the role of risk scores in predicting patient outcomes. The study also used the GDSC database to predict the chemotherapeutic sensitivity of each tumor sample and used a regression method to obtain an IC50 estimate for each specific chemotherapeutic drug treatment. Then CIBERSORT algorithm was used to conduct Spearman correlation analysis, immune regulatory factor analysis and TIDE immune system function analysis for gene expression level and immune cell content. Finally, the Kaplan-Meier curve was used to analyze the correlation between stromal score and the immune score of LUAD. In this study, APA's LUAD risk score prognostic model was constructed. KM survival analysis showed that immune score affected the prognosis of LUAD patients ( P = 0.027) but the matrix score was not statistically significant ( P = 0.1). We extracted 108 genes with APA events from 827 different genes and based on PUDI clustering and heat map, the survival rate of patients in the four groups was significantly different ( P = 0.05). Multiple omics studies showed that risk score was significantly positively correlated with Macrophages M0, T cells Follicular helper, B cells naive and NK cells resting. It is significantly negatively correlated with dendritic cells resting, mast cells resting, monocyte, T cells CD4 memory resting and B cells memory. We further explored the relationship between the expression of immunosuppressor genes and risk score and found that ADORA2A, BTLA, CD160, CD244, CD274, CD96, CSF1R and CTLA4 genes were highly correlated with the risk score. Selective poly adenylation plays an important role in the development and progression of LUAD, immune invasion, tumor cell invasion and metastasis and biological transcription, and affects the survival and prognosis of LUAD patients.
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Affiliation(s)
- Liusheng Wu
- Peking University Shenzhen Hospital, Clinical College of Anhui Medical University
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Yanfeng Zhong
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Xiaoya Yu
- First Clinical Medical College, Southern Medical University, Guangzhou
| | - Dingwang Wu
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Pengcheng Xu
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Le Lv
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Xin Ruan
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
- Shantou University Medical College, Shantou, Guangdong, China
| | - Qi Liu
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Yu Feng
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Jixian Liu
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
| | - Xiaoqiang Li
- Peking University Shenzhen Hospital, Clinical College of Anhui Medical University
- Peking University Shenzhen Hospital, Thoracic surgery, Shenzhen
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Grindel BJ, Engel BJ, Ong JN, Srinivasamani A, Liang X, Zacharias NM, Bast RC, Curran MA, Takahashi TT, Roberts RW, Millward SW. Directed Evolution of PD-L1-Targeted Affibodies by mRNA Display. ACS Chem Biol 2022; 17:1543-1555. [PMID: 35611948 PMCID: PMC10691555 DOI: 10.1021/acschembio.2c00218] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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 in vitro selection platform incorporating high library diversity, unnatural amino acids, and chemical modification. In this manuscript, we describe the selection of a PD-L1-binding affibody by mRNA display. Following randomization of the 13 amino acids that define the binding interface of the well-described Her2 affibody, the resulting library was selected against recombinant human PD-L1 (hPD-L1). After four rounds, the enriched library was split and selected against either hPD-L1 or the mouse ortholog (mPD-L1). The dual target selection resulted in the identification of a human/mouse cross-reactive PD-L1 affibody (M1) with low nanomolar affinity for both targets. The M1 affibody bound with similar affinity to mPD-L1 and hPD-L1 expressed on the cell surface and inhibited signaling through the PD-L1:PD-1 axis at low micromolar concentrations in a cell-based functional assay. In vivo optical imaging with M1-Cy5 in an immune-competent mouse model of lymphoma revealed significant tumor uptake relative to a Cy5-conjugated Her2 affibody.
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Affiliation(s)
- Brian J. Grindel
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Brian J. Engel
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Justin N. Ong
- Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California, USA, 90089
| | | | - Xiaowen Liang
- Department of Experimental Therapeutics, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Niki M. Zacharias
- Department of Urology, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Robert C. Bast
- Department of Experimental Therapeutics, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Michael A. Curran
- Department of Immunology, MD Anderson Cancer Center, Houston, Texas, USA, 77054
| | - Terry T. Takahashi
- Department of Chemistry, University of Southern California, Los Angeles, California, USA, 90089
| | - Richard W. Roberts
- Department of Chemistry, University of Southern California, Los Angeles, California, USA, 90089
- Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California, USA, 90089
- USC Norris Comprehensive Cancer Center, Los Angeles, California, USA, 90089
| | - Steven W. Millward
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, Houston, Texas, USA, 77054
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Kamalinia G, Grindel BJ, Takahashi TT, Millward SW, Roberts RW. Directing evolution of novel ligands by mRNA display. Chem Soc Rev 2021; 50:9055-9103. [PMID: 34165126 PMCID: PMC8725378 DOI: 10.1039/d1cs00160d] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
mRNA display is a powerful biological display platform for the directed evolution of proteins and peptides. mRNA display libraries covalently link the displayed peptide or protein (phenotype) with the encoding genetic information (genotype) through the biochemical activity of the small molecule puromycin. Selection for peptide/protein function is followed by amplification of the linked genetic material and generation of a library enriched in functional sequences. Iterative selection cycles are then performed until the desired level of function is achieved, at which time the identity of candidate peptides can be obtained by sequencing the genetic material. The purpose of this review is to discuss the development of mRNA display technology since its inception in 1997 and to comprehensively review its use in the selection of novel peptides and proteins. We begin with an overview of the biochemical mechanism of mRNA display and its variants with a particular focus on its advantages and disadvantages relative to other biological display technologies. We then discuss the importance of scaffold choice in mRNA display selections and review the results of selection experiments with biological (e.g., fibronectin) and linear peptide library architectures. We then explore recent progress in the development of "drug-like" peptides by mRNA display through the post-translational covalent macrocyclization and incorporation of non-proteogenic functionalities. We conclude with an examination of enabling technologies that increase the speed of selection experiments, enhance the information obtained in post-selection sequence analysis, and facilitate high-throughput characterization of lead compounds. We hope to provide the reader with a comprehensive view of current state and future trajectory of mRNA display and its broad utility as a peptide and protein design tool.
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Affiliation(s)
- Golnaz Kamalinia
- Department of Chemistry, University of Southern California, Los Angeles, CA, USA.
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7
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Haniffa MACM, Munawar K, Chee CY, Pramanik S, Halilu A, Illias HA, Rizwan M, Senthilnithy R, Mahanama KRR, Tripathy A, Azman MF. Cellulose supported magnetic nanohybrids: Synthesis, physicomagnetic properties and biomedical applications-A review. Carbohydr Polym 2021; 267:118136. [PMID: 34119125 DOI: 10.1016/j.carbpol.2021.118136] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 04/24/2021] [Accepted: 04/27/2021] [Indexed: 12/27/2022]
Abstract
Cellulose and its forms are widely used in biomedical applications due to their biocompatibility, biodegradability and lack of cytotoxicity. It provides ample opportunities for the functionalization of supported magnetic nanohybrids (CSMNs). Because of the abundance of surface hydroxyl groups, they are surface tunable in either homogeneous or heterogeneous solvents and thus act as a substrate or template for the CSMNs' development. The present review emphasizes on the synthesis of various CSMNs, their physicomagnetic properties, and potential applications such as stimuli-responsive drug delivery systems, MRI, enzyme encapsulation, nucleic acid extraction, wound healing and tissue engineering. The impact of CSMNs on cytotoxicity, magnetic hyperthermia, and folate-conjugates is highlighted in particular, based on their structures, cell viability, and stability. Finally, the review also discussed the challenges and prospects of CSMNs' development. This review is expected to provide CSMNs' development roadmap in the context of 21st-century demands for biomedical therapeutics.
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Affiliation(s)
| | - Khadija Munawar
- Centre of Advanced Manufacturing and Material Processing, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia.
| | - Ching Yern Chee
- Centre of Advanced Manufacturing and Material Processing, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia; Department of Chemical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia.
| | - Sumit Pramanik
- Functional and Biomaterials Engineering Lab, Department of Mechanical Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Kancheepuram, 603203, Chennai, Tamil Nadu, India.
| | - Ahmed Halilu
- Department of Chemical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Hazlee Azil Illias
- Centre of Advanced Manufacturing and Material Processing, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia; Department of Electrical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia.
| | - Muhammad Rizwan
- Department of Chemistry, The University of Lahore, Lahore, Pakistan
| | - Rajendram Senthilnithy
- Department of Chemistry, Faculty of Natural Sciences, The Open University of Sri Lanka, 10250 Nawala, Nugegoda, Sri Lanka
| | | | - Ashis Tripathy
- Center for MicroElectroMechanics Systems (CMEMS), University of Minho, Campus de Azurém, 4800-058 Guimarães, Portugal
| | - Mohd Fahmi Azman
- Physics Division, Centre for foundation studies, University of Malaya, 50603 Kuala Lumpur, Malaysia
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Grindel B, Engel BJ, Hall CG, Kelderhouse LE, Lucci A, Zacharias NM, Takahashi TT, Millward SW. Mammalian Expression and In Situ Biotinylation of Extracellular Protein Targets for Directed Evolution. ACS OMEGA 2020; 5:25440-25455. [PMID: 33043224 PMCID: PMC7542843 DOI: 10.1021/acsomega.0c03990] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 09/08/2020] [Indexed: 05/17/2023]
Abstract
Directed evolution is a powerful tool for the selection of functional ligands from molecular libraries. Extracellular domains (ECDs) of cell surface receptors are common selection targets for therapeutic and imaging agent development. Unfortunately, these proteins are often post-translationally modified and are therefore unsuitable for expression in bacterial systems. Directional immobilization of these targets is further hampered by the absence of biorthogonal groups for site-specific chemical conjugation. We have developed a nonadherent mammalian expression system for rapid, high-yield expression of biotinylated ECDs. ECDs from EGFR, HER2, and HER3 were site-specifically biotinylated in situ and recovered from the cell culture supernatant with yields of up to 10 mg/L at >90% purity. Biotinylated ECDs also contained a protease cleavage site for rapid and selective release of the ECD after immobilization on avidin/streptavidin resins and library binding. A model mRNA display selection round was carried out against the HER2 ECD with the HER2 affibody expressed as an mRNA-protein fusion. HER2 affibody-mRNA fusions were selectively released by thrombin and quantitative PCR revealed substantial improvements in the enrichment of functional affibody-mRNA fusions relative to direct PCR amplification of the resin-bound target. This methodology allows rapid purification of high-quality targets for directed evolution and selective elution of functional sequences at the conclusion of each selection round.
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Affiliation(s)
- Brian
J. Grindel
- Department
of Cancer Systems Imaging, MD Anderson Cancer
Center, Houston, Texas 77030, United States
| | - Brian J. Engel
- Department
of Cancer Systems Imaging, MD Anderson Cancer
Center, Houston, Texas 77030, United States
| | - Carolyn G. Hall
- Department
of Breast Surgical Oncology, MD Anderson
Cancer Center, Houston, Texas 77030, United States
| | - Lindsay E. Kelderhouse
- Department
of Cancer Systems Imaging, MD Anderson Cancer
Center, Houston, Texas 77030, United States
| | - Anthony Lucci
- Department
of Breast Surgical Oncology, MD Anderson
Cancer Center, Houston, Texas 77030, United States
| | - Niki M. Zacharias
- Department
of Urology, MD Anderson Cancer Center, Houston, Texas 77030, United States
| | - Terry T. Takahashi
- Department
of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Steven W. Millward
- Department
of Cancer Systems Imaging, MD Anderson Cancer
Center, Houston, Texas 77030, United States
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