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Cancer Diagnostics and Therapeutics: Current Trends, Challenges, and Future Perspectives

✍ Scribed by S. K. Basu (editor), Chinmay Kumar Panda (editor), Subrata Goswami (editor)


Publisher
Springer
Year
2022
Tongue
English
Leaves
525
Edition
1st ed. 2022
Category
Library

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✦ Synopsis


This book presents multiple facets of cancer biology, including cancer diagnosis, therapeutics to the latest developments in cancer informatics, and applications of artificial intelligence for improving oncologic care. The initial section of the book discusses factors contributing to the development and causes of cancer. The subsequent sections discuss the basic principle of imaging and therapeutic techniques, including MRI, CT, and positron emission tomography (PET) Scan. The book further, explores the implications of cancer chemotherapy on the immune system and emphasizes the effective management of cancer-related pain. Towards the end, it covers recent advancements in cancer treatment, including targeted therapy, immunotherapy, interventional radiotherapy, and stem cell-based therapy. Lastly, it summarizes essential strategic elements of cancer informatics for improving patient outcome.

✦ Table of Contents


Preface
Acknowledgements
Contents
Editors and Contributors
About the Editors
Contributors
Part I: Basic Background
1: Fighting with Cancer: A Common Man´s Dilemma
1.1 Cancer
1.2 Types and Terminologies
1.3 Some Statistics
1.4 Role of Various Physicians and Nursing Care and the Available Treatment Options
1.4.1 Surgery
1.4.2 Chemotherapy
1.4.2.1 Radiotherapy
1.4.3 Cancer Pain Management and Palliative Care
1.5 Coping with Cancer Diagnosis and Treatments
1.6 Rays of Hope
1.7 Winning and Fighting Cancer
1.8 Conclusion
References
2: Cell Biology and Cell Behavior in Cancer
2.1 Introduction
2.1.1 Eukaryotic Cell Structure
2.1.1.1 Cell Membrane
2.1.1.2 Cytoplasm
Organic Molecules
Organelles
Organelles with Double Membranes
NucleusNucleus
Nuclear MembraneNuclear Membrane
NeoplasmNeoplasm
NucleolusNucleolus
ChromosomeChromosome
MitochondrionMitochondrion
ChloroplastsChloroplasts
Organelles with Single Membrane
PeroxisomePeroxisome
Endoplasmic ReticulumEndoplasmic Reticulum
Golgi ApparatusGolgi Apparatus
LysosomeLysosome
2.1.2 Cell Cycle
2.1.2.1 Basic Structure of DNA and Its Function
2.1.2.2 Eukaryotic Chromosome
2.1.2.3 Replication and Repairing of DNA
2.1.2.4 DNA Recombination
2.1.2.5 DNA Transcription
2.1.2.6 Cell Division
Mitosis
Meiosis
2.1.2.7 Basics of Heredity
2.1.2.8 Intracellular Signaling
2.2 Introduction to Cancer Biology
2.2.1 Factors Playing Behind Cancer
2.2.2 Hallmarks of Cancer
2.2.3 Classification of Cancer
2.2.4 Cancer Detection and Diagnosis
2.3 Conclusion
References
3: Tumor Biology: An Introduction
3.1 Introduction: Cancer Perspective from Fundamental Biology
3.2 The Nature of Cancer and Its Types
3.3 Environmental Insults-Mutagens, Carcinogens, and Cancer-Causing Mutations
3.4 Infectious Agents, Inflammation, and Cancer
3.5 Cellular and Genetic Basis of Cancer
3.5.1 Comparison of Cancer Cell and Normal Cell
3.5.2 Genetic View of Cancer
3.5.3 Tumorigenesis
3.5.4 Oncogenes and Tumor Suppressor Genes
3.5.5 Genome-Wide Approach
3.6 Temporal Variation of Cancer Incidence Rate in Different Populations
3.7 Prevention and Early Detection
3.8 Conclusion
References
4: Role of Angiogenesis in Tumors
4.1 Introduction
4.2 Mechanisms of Angiogenesis
4.2.1 Angiogenesis from Endothelial Precursor Cells (EPCs)
4.2.2 Angiogenic Switch
4.3 Angiogenesis in Physiologic Processes
4.4 Angiogenesis in the Pathogenesis of Cancer
4.5 Angiogenesis: A Network of Signaling Pathways
4.5.1 Endogenous Pro-angiogenic Factors
4.5.2 VEGF
4.6 Angiogenesis Ahead of VEGF/VEGFR Pathway
4.6.1 Platelet-Derived Growth Factor (PDGF)/PDGFR
4.6.2 Fibroblast Growth Factor (FGF)/FGFR
4.6.3 Angiopoietins (Ang)/Tie2
4.6.4 Hepatocyte Growth Factor (HGF)/MET
4.7 Inhibitors of Angiogenesis
4.7.1 Angiostatin
4.7.2 Endostatin
4.7.3 Thrombospondins (TSPs)
4.8 Angiogenesis and Cancer
4.8.1 Anti-Angiogenic Treatment of Cancer
4.9 Combinatorial Targeting of Multiple Pro-angiogenic Pathways: An Alternative to Overcome Resistance
4.10 Current and Emerging Multi-Targeting Anti-Angiogenic Agents
4.11 Our Research Endeavors
4.12 Conclusions
References
5: Biology, Chemistry, and Physics of Cancer Cell Motility and Metastasis
5.1 Introduction
5.2 Biological Background
5.2.1 Equilibrium in Cell Population
5.2.2 Oncogene and Tumor Suppressor Genes
5.2.3 Cellular Adhesion
5.2.4 Cell Signaling
5.3 Cancer Cell Motility and Metastasis: Biology and Chemistry
5.3.1 Cancer Cell Motility
5.3.1.1 RhoGTPase Family
5.3.1.2 Single Cell Motility
5.3.1.3 Motility of Collective Cells
5.3.2 Metastasis
5.3.2.1 Proteolytic Enzymes
5.3.2.2 Adhesion Proteins
5.4 Physical and Mechanical Processes in Cell Motility and Metastasis
5.4.1 Physical Interaction in Cell Motility
5.4.2 Cellular Mechanics in Intravasation
5.4.3 Forces Acting on the Circulating Tumor Cells
5.4.4 Extravasation of Circulating Tumor Cells
5.4.4.1 Receptor-Ligand Interactions of Circulating Tumor Cells
5.4.4.2 Physics behind the Location of Metastatic Site
5.5 Conclusions
Appendix
Biological Notes
References
Part II: Diagnostics and Theory
6: MRI, CT, and PETSCAN: Engineer´s Perspective
6.1 Introduction
6.2 Tomographic Imaging in Medical Diagnosis: Historical Developments
6.3 Magnetic Resonance Imaging (MRI)
6.3.1 The Machine: A Gigantic Chamber
6.3.2 Magnetic Moment
6.3.3 Nuclear Magnetic Moment
6.3.4 Classical Precession
6.3.5 Total Magnetization
6.3.6 Radiofrequency Pulse: Related Magnetization
6.4 MR Signal Detection
6.4.1 MR Signal Intensity
6.4.2 Relaxation: Spin-Lattice (T1) and Spin-Spin (T2)
6.4.3 Magnetic Gradient Coils
6.4.4 K-Space and Image Formation
6.4.5 Pulse Sequence
6.5 Computed Tomography
6.5.1 Basics of X-ray
6.5.2 Diagnostic Application of Radiography
6.5.3 Limitations of Radiography
6.6 Basic Principle of Computed Tomography
6.6.1 Image Viewing System
6.7 Components of CT Scanner
6.7.1 X-Ray Detector and Data Acquisition System
6.8 Reconstruction of CT Image
6.9 Evolution of CT Scanning Technology
6.9.1 First-Generation CT (Translate-Rotate Mode)
6.9.2 Second-Generation CT (Multidetector Translate-Rotate Mode)
6.9.3 Third-Generation CT (Rotate-Rotate Mode)
6.9.4 Fourth-Generation CT (Fixed-Rotate)
6.9.5 Electron Beam CT (Fixed-Fixed)
6.9.6 Helical CT
6.10 Clinical Application of CT Scan Image
6.11 PET Scan
6.12 PET Scan: Basic Principle
6.12.1 PET Scan Utilities
6.12.2 Early Detection of Malignant Tumors/Cancers
6.13 Conclusion
References
7: Diffusion, MRI, and Cancer Diagnosis: Physicist´s Outlook
7.1 Introduction
7.2 Diffusion
7.2.1 Phenomenological Notion and Fick´s Laws of Diffusion
7.2.2 Molecular Backgrounds of Diffusion and Random Walk Model
7.2.3 Self-Diffusion
7.2.3.1 Self-Diffusion and Einstein´s MSD Relation
7.2.4 Anisotropic Self-Diffusion
7.3 MRI
7.3.1 NMR in the Context of MRI
7.3.1.1 Relaxation Effects
7.3.1.2 The Bloch Equation and Time Evolution of Bulk Magnetization
7.3.1.3 An Outline of the Basic Pulsed-NMR Experiment
7.3.1.4 Signal-to-Noise Ratio (SNR)
7.3.1.5 FID Signal s(t) to NMR Spectrum S(Omega) and Fourier Transformation
7.3.1.6 Measurements of Relaxation Times
7.3.1.7 Inverse Recovery (IR) Method for Measuring T1
7.3.1.8 Spin-Echo (SE) Method and Measurement of T2
7.3.1.9 Effects of Diffusion on Spin-Echo Signal
7.3.2 NMR Imaging: MRI
7.3.2.1 MRI of Our Body Organs
7.3.2.2 The Gradient Pulses
7.3.2.3 The Receiver or Detector System´´ of an MRI Unit 7.3.2.4 Image Contrast 7.3.2.5 Basic Components of a Standard MRI System 7.3.3 Diffusion MRI 7.3.3.1 Diffusion-Weighted Imaging (DWI) 7.3.3.2 The Stejskal and Tanner´s Pulsed-Field Gradient Spin-Echo (PFG-SE) Sequence 7.3.3.3 Apparent Diffusion Coefficient Mapping (ADC Mapping): Quantitative Analysis with DWI 7.3.3.4 High-Speed Diffusion Imaging: Use of Echo-Planar Imaging (EPI) 7.3.3.5 Diffusion Tensor Imaging (DTI) 7.3.3.6 Indices of Anisotropic Diffusion 7.3.3.7 Application Potential of DTI 7.4 Cancer 7.4.1 Interpretation of DWI and Its Assessment 7.4.2 Clinical DWI in the Body: Some Technical Issues 7.4.3 Applications of DWI-ADC Mapping of Target Organs 7.4.3.1 Detection of Tumors 7.4.3.2 Characterization of Tumors 7.4.4 Distinguishing Tumors from Non-Tumors 7.4.4.1 Monitoring Treatment Response 7.4.4.2 Predicting Treatment Response 7.5 Conclusions Appendix References 8: Oncology: Radiation Oncologist´s View 8.1 Introduction 8.1.1 Historical Perspectives 8.2 Mechanism of Action of Radiation and the Biological Basis of Radiation Therapy 8.2.1 DNA Damage 8.2.2 Biological Basis for Radiation Therapy 8.3 Principles of Radiotherapy 8.4 Types of Radiation 8.4.1 Ionising Radiation 8.4.2 Ionising Electromagnetic Radiation 8.4.3 X-Rays 8.4.4 Gamma (γ) Rays 8.4.5 Ionising Particulate Radiation 8.5 Units Used in Radiation Oncology 8.6 Basics of Radiation Protection 8.7 Techniques of Radiotherapy 8.7.1 Conventional Radiotherapy (2D Technique) 8.7.2 Three-Dimensional Conformal Radiation Therapy (3DCRT) 8.7.2.1 The Planning Process of 3DCRT 8.7.3 IMRT: Intensity-Modulated Radiation Therapy (IMRT) 8.7.3.1 Planning System of IMRT 8.7.4 Image-Guided Radiation Therapy (IGRT) 8.7.4.1 Rationale for Image-Guided Radiation Therapy 8.7.5 Stereotactic Radiosurgery and Radiotherapy (SRS and SRT) 8.7.6 Volumetric Modulated Arc Therapy (VMAT) 8.7.7 Surface-Guided Radiation Therapy (SGRT) 8.7.8 Brachytherapy 8.8 Fractionation in Radiotherapy 8.8.1 Types of Fractionation in Radiotherapy 8.9 Side Effects of Radiation 8.9.1 Early Effects (Acute Effects) 8.9.2 Late Effects 8.10 Conclusions References 9: Oncology: Biochemists´ Perspective 9.1 Introduction 9.2 Causes of Cancer 9.3 Development of Cancer 9.3.1 Initiation 9.3.2 Promotion 9.3.3 Progression 9.4 Molecular Pathways Associated with Cancer 9.4.1 Cell Fate 9.4.1.1 Stem Cell Self-Renewal Pathway WNT Pathway Hedgehog (Hh) Pathway Notch Pathway BMI Pathway 9.4.1.2 Chromatin Modification 9.4.2 Cell Survival 9.4.2.1 Alteration of Cell Cycle 9.4.2.2 Alteration of Apoptosis Pathway 9.4.3 Genome Maintenance 9.4.4 Molecular Stress Pathway 9.5 Cancer Biomarkers 9.6 Molecular Therapy of Cancer 9.7 Cancer Chemoprevention 9.8 Conclusion Appendix References 10: Oncology: Pathologist´s View 10.1 Introduction 10.2 Oncology, Neoplasia, and Cancer 10.3 Risk Group for Developing Cancer 10.4 Carcinogenesis 10.5 Cell Cycle Regulators and their Role in Cancer 10.6 Carcinogenesis Model 10.7 Evolution and Cancer 10.8 Cancer Stem Cells 10.9 Cancer Stem Cells and Growth of Cancer 10.10 Pathologist in Diagnosis of Cancer 10.11 Histopathology Techniques in Biopsy Interpretation 10.12 Final Diagnosis by a Pathologist 10.13 Molecular Profiling of Tumors: The Future of Cancer Diagnostics References Part III: Cancer Therapeutics 11: Surgical Oncology: An Overview 11.1 Introduction 11.2 Evolution of Role of Surgery in Oncology 11.3 Role of Surgical Oncologist 11.3.1 Cancer Screening 11.3.2 Diagnosis and Staging 11.4 Staging 11.5 Surgery: From More, to Less, to None 11.6 Plastic and Reconstructive Surgery 11.7 Minimally Invasive Surgery (MIS) 11.8 Role of Robotic Surgery 11.9 Impact of Emerging Technology in Surgical Oncology 11.10 Expanding Indications of Treatment and Indian Context 11.11 Conclusion References 12: Medical Oncology in Cancer Treatment 12.1 Introduction 12.2 History (DeVita and Chu 2008) 12.3 Chemotherapeutic Drug: Its Evolution and Development 12.4 Indications of Chemotherapy 12.5 Cell Biology and Chemotherapy 12.6 Types of Systemic Therapy and Its Functions 12.6.1 Cell Cycle Nonspecific Chemotherapy 12.6.1.1 Alkylating Agents 12.6.1.2 Antitumor Antibiotics 12.6.2 Cell Cycle Specific Chemotherapy 12.6.2.1 Hormonal Agents 12.6.2.2 Biological Response Modifiers 12.6.2.3 Targeted Therapy 12.6.2.4 Immunotherapy 12.6.2.5 Gene Therapy 12.7 Drug Resistance 12.8 Conclusion References 13: Chemotherapy Effects on Immune System 13.1 Introduction 13.2 The Immune System and Cancer 13.3 Anticancer Immune Surveillance 13.4 Clinical Scenario for Use of Chemotherapeutic Agents 13.5 Conventional Cancer Chemotherapeutic Agents 13.6 Immunological Effects of Commonly Used Cancer Chemotherapeutic Drugs 13.6.1 Other Uses of Cancer Chemotherapeutic Agents 13.7 Toxicity of Conventional Anticancer Drugs on Immune System 13.8 Targeted Cancer Chemotherapy 13.9 Immunological Effects of Targeted Anticancer Agents 13.10 Conclusion References 14: Telomerase and Its Therapeutic Implications in Cancer 14.1 Introduction 14.2 Telomere Structure and Function 14.3 Telomeric Proteins 14.4 Telomere and Mechanism of Cellular Mortality 14.5 Structure and Function of Telomerase 14.6 Implications of Telomerase in Cancer 14.6.1 Role of Gene Amplification and Rearrangements 14.6.2 Role of Promoter Mutations in hTERT Regulation 14.6.3 Role of Promoter Methylation in hTERT Regulation 14.6.4 Role of MicroRNAs in hTERT Regulation 14.7 Therapeutic Implications of Telomerase in Cancer 14.7.1 Polyphenols 14.7.2 Alkaloids 14.7.3 Terpenes 14.7.4 Xanthones 14.7.5 Currently Used Inhibitors of Telomerase 14.8 Conclusion References 15: Pain Management in Oncology 15.1 Introduction and Epidemiology 15.2 Assessment of Performance 15.2.1 Assessment of Performance Status 15.2.2 Assessment of Pain Intensity 15.3 Evaluation of the Patient with Cancer Pain 15.3.1 History of the Malignancy 15.3.2 Pain History 15.3.3 General History 15.3.4 Cancer Pain Syndromes 15.3.4.1 Bone Pain Syndrome Mechanism of Bone Pain Investigation Management 15.3.4.2 Back Pain Syndrome 15.3.4.3 Degenerative Disk Disease and Neoplastic Disease Causes of Neoplastic Disease Investigations Management Pain Due to Direct Tumor Involvement of Nerve Epidural Spinal Cord and Cauda Equine Compression 15.3.4.4 Base of Skull Disease Syndrome 15.3.4.5 Postsurgical Syndromes 15.3.4.6 Postradiotherapy Pain Syndromes 15.3.4.7 Postchemotherapy Pain Syndrome 15.3.4.8 Neuropathic Pain 15.4 Management of Pain 15.4.1 Antineoplastic Treatment 15.4.2 Pharmacologic Management 15.4.2.1 Drugs Routes of Administration Opioid Medicines Morphine in Children Signs of Morphine Toxicity Management of Morphine Toxicity Transdermal Fentanyl Oral Transmucosal Fentanyl Citrate (OTFC) 15.4.2.2 Weak Opioids 15.4.2.3 Adjuvants 15.5 Interventional Pain Management 15.5.1 Radio-Frequency Ablation 15.5.2 Intrathecal Saddle Neurolysis 15.5.2.1 Advanced Interventional Pain Management Procedures 15.5.2.2 Peripheral Nerve Stimulation 15.5.2.3 Vertebroplasty and Balloon Kyphoplasty (McCall et al. 2008) 15.5.2.4 Neurosurgical Palliative Techniques 15.5.2.5 Pituitary Ablation 15.5.2.6 Commissural Myelotomy 15.5.2.7 Percutaneous Cordotomy 15.5.3 Biopsychosocial Model of Pain (Dueñas et al. 2016) 15.5.3.1 Behavioral Pain Management Techniques 15.5.4 Palliative Care 15.6 Hospice-Based and Home-Based Pain Management 15.6.1 Respite Care 15.7 Conclusion References Part IV: Emerging Trends in Cancer Research 16: New Approaches in Cancer Research: Stem Cell Research, Translational Research, Immunotherapy, and Others 16.1 Introduction 16.2 Stem Cell Research 16.2.1 Stem Cell Therapy: A New Messiah against Cancer 16.2.2 Anticancer Applications of Stem Cells 16.2.2.1 Enzyme/pro-Drug Therapy 16.2.2.2 Secretion of Antitumor Agents 16.2.2.3 Use of Viruses 16.2.3 Stem Cells as Regenerative Medicine for Cancer 16.2.4 Factors Governing Success of Stem Cell Therapy 16.2.5 Cancer Stem Cell: A Hero-Turned-Villain? 16.2.6 Therapeutic Approaches against Cancer Stem Cells 16.2.7 Choosing the Right Path 16.3 Translational Research 16.3.1 Basic Research Versus Applied Research 16.3.2 Definition of Translational Research 16.3.3 Translational Research in Cancer Diagnosis and Drug Development 16.4 Immunotherapy in Cancer 16.4.1 Immune Scenario in Cancer 16.4.2 Immunotherapy against Cancer: Enforcing the Immune System in the Right Way 16.4.3 Cell-Based Immunotherapy: Invigorating the Sentinels 16.4.3.1 Whole Tumor Cell Vaccine 16.4.3.2 Dendritic Cells 16.4.3.3 CAR-T Cells 16.4.4 Antibody-Based Immunotherapy: Additional Forces Recruited 16.4.5 Other Modes of Immunotherapy in Practice 16.4.6 Critical Challenges to Counter 16.4.7 Footsteps for Future 16.5 Personalized Therapy 16.6 Concluding Remarks References 17: Cancer Cell Lines: Its Implication for Therapeutic Use 17.1 Introduction 17.2 Dawn of Cell Culture and the Establishment of First Human Cancer Cell Line 17.3 HeLa Cells and their Usefulness in Developing Tissue Culture Techniques 17.4 MDA-MB-468 Cell Line which Questioned the Histopathology of HeLa Cells 17.5 Denver Episode and Unethical Behavior of a Senior Scientist 17.6 Sexing of Long-Term Cell Lines 17.7 My Meeting with the Legendry Jonas Salk in Lake Placid 17.8 My Interview in Houston by the Senior Documentary Producer of BBC London 17.9 My Breakfast Meeting in Houston with Members of Lacks Family 17.10 Human Breast Cancer Cell Line MCF-7 and its Derivative Sublines 17.11 How the Inflammatory Breast Cancer Cell Lines Became Human Embryonic Kidney Cancer Line (293 HEK): A Detective Story? 17.12 Source of Cell Line Contamination and Authentication 17.13 Recommendations by Eminent Cancer Scientists to the U.S. Secretary of Health 17.14 Use of Cancer Cell Lines in Indian Scenario for Cancer Treatment and Patient Care 17.15 Conclusions Appendix References 18: Genomics of Cancer 18.1 Introduction 18.2 Methods in Cancer Genomics 18.3 Cancer Genome Initiatives and Databases 18.4 Mutational Signatures 18.5 Mutation Rate 18.6 Structural Variants 18.7 Copy Number Alterations 18.8 Carcinogenic Pathogens 18.9 Cancer Epigenomics 18.10 Future Directions References 19: Diabetes and Cancer 19.1 Introduction 19.2 Association between Diabetes and Cancer: What Are the Evidences? 19.3 Increased Cancer Mortality in Diabetes 19.3.1 Possible Biologic Links 19.3.2 Insulin/IGF 1 Axis 19.3.3 Hyperglycaemia and Cancer 19.3.4 Obesity and Cancer 19.3.5 Chronic Inflammation 19.4 Effect of Anti-Diabetic Drugs on Cancer 19.5 Effect of Anticancer Drugs on Glucose Level 19.6 Management of Diabetes in Cancer Patients 19.7 Conclusion References 20: Oncology Informatics, AI, and Drug Discovery 20.1 Introduction 20.2 Introduction to AI 20.3 Oncology Informatics 20.4 AI-Assisted Drug Discovery 20.5 Conclusions References 21: Radiomics: Cropping More from the Images 21.1 Introduction 21.2 Radiomics Process Cascade 21.3 Defining the Clinical Problem 21.4 Image Modalities for Radiomics 21.5 Image Acquisition 21.6 Preprocessing of Images 21.7 Lesion Segmentation 21.8 Feature Extraction 21.9 Feature Selection 21.10 Training and Performance Measurement 21.11 Conclusion References Part V: Epidemiology and Statistics of Cancer 22: Statistics in Cancer: Diagnosis, Disease Progression, Treatment Efficacy, and Patient Survival Studies 22.1 Introduction 22.2 Types of Studies 22.2.1 Population Level Studies 22.2.2 Prognostic Studies 22.2.3 Individual-Level Studies 22.3 Diagnosis 22.3.1 Method of Diagnosis 22.3.2 The Proposed Method (Statistical Diagnosis) 22.3.2.1 Data Preprocessing 22.3.2.2 Statistical Diagnosis and Cancer Intensity 22.3.2.3 Geometric Mean 22.3.3 Classification 22.3.4 Assessment of Progress 22.3.5 Survival Curve 22.4 Conclusions Appendix Statistical Notes References 23: Epidemiology of Cancer: Asian Perspective Revised 23.1 Introduction 23.2 Epidemiology 23.3 Etiological (Risk) Factors of Cancer 23.4 Cancer Registry 23.5 Prevention 23.6 Warning Signals of Cancer 23.7 Treatment 23.8 Conclusion References 24: Cancer Genomics and Diagnostics: Northeast Indian Scenario 24.1 Introduction 24.2 Types of Cancers 24.3 Cancer Genomics 24.4 Molecular Diagnostics in Cancer 24.4.1 Head and Neck Cancer 24.4.2 Oral Cancer 24.4.3 Nasopharyngeal Carcinoma 24.4.4 Oesophageal Cancer 24.4.5 Breast Cancer 24.4.6 Colorectal Cancer 24.5 TheP4´´ Medicine
24.5.1 Predictive
24.5.2 Preventive
24.5.3 Personalised
24.5.4 Participatory
24.6 Present and Future Scenario of P4 Medicine in Cancer Treatment
Appendix
References


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