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Chapter 7 led us through the maze of signalling pathways in cancer cells to a core network that lies at the heart of tumour development and, predictably, features the most prominent oncogenes and tumour suppressors. This established a solid molecular base upon which to review the critical cancer questions: (1) how to detect them, (2) once detected, whether the course of their progression can be predicted, and (3) where we are in terms of treatment by drugs (chemotherapy). The first two are considered in this chapter before we turn to the current chemotherapy situation in Chapter 9 and future prospects in Chapter 10.
Chapter 6 described the phenotypic features that characterise tumour cells and the underlying molecular changes that subvert normal signalling pathways (Chapter 4) through the mutations acquired in the cancer cell genome (Chapter 5). As we’ve seen, the major ‘drivers’ of cancer development arise in pathways from receptor tyrosine kinases (RTKs) that ultimately control cell division. Thus, for example, aberrant activity of the RAS–mitogen-activated protein kinase (MAPK) pathway occurs frequently across a broad spectrum of cancer types. However, cancer-promoting mutations occur in other signalling pathways and ultimately they can affect all aspects of cellular behaviour. The molecular details of most of these pathways and how they can be subverted in cancers are now well established. The integration between diverse pathways creates a picture of a complex ‘information network’ rather than of discrete, linear systems. Despite the multiplicity of signalling pathways that can be involved, the tumour cells that emerge as the result of appropriate groups of mutations are phenotypically similar in that they share the characteristics discussed in the previous chapter. This suggests that the diverse pathways converge on a ‘central axis’, and in this chapter we’ll look first at the central defenders that do indeed constitute the heart of our protection mechanisms against cancer. We’ll then overlay the major pathways from receptor to nucleus to show how they impact on the central axis and dissect from this complex map each of the pathways in turn to introduce the key players. The intention is not show all known detail but to convey the principle features of the pathways with particular emphasis on identified proto-oncogenes and tumour suppressors.
In the final chapter of this book, we return to the concept of accent, by looking at how we develop and use our accent across time and space. The chapter then provides you with resources for more advanced study of English and phonology, by presenting a range of online websites and databases with speech samples, as well as movies and TV series to provide exposure to different varieties of English. The discussion then focuses on pragmatic considerations in data collection, including the use of free software programs such as Audacity and PRAAT to record and analyse speech. The chapter then reviews different types of data that can be collected for phonetic and phonological analysis, including word lists, reading passages, and conversational data, with a discussion of the benefits and drawbacks of using each type of data. In the final section of the chapter, you are guided through exercises to check your understanding of the content of the chapter.
This chapter introduces you to English vowels, and variation in vowel inventories across varieties of English. The discussion will first focus on English phonetics – the production of individual speech sounds. We will begin by examining the articulatory features used to classify and describe vowels, namely tongue height, front/backness of tongue articulation (also called advancement), degree of lip rounding/spreading. In this overview, we will also examine vowel inventories across a range of languages to understand which vowels are most common cross-linguistically, and why.
In the next sections of the chapter, we will focus on English vowels by first introducing the types of vowels that exist in different varieties of English. We will then examine the vowel inventories in a range of Englishes, among them OVEs including American, British, Australian, and New Zealand Englishes, and NVEs such as African, Asian, and Caribbean Englishes. We will also discuss the concepts of phoneme, phone, and allophone in this chapter, which sets the stage for exploring the concept of phonology through vowel variation within varieties of English, and phonological rules that govern this variation.
We study our first cryptographic tasks: secure encryption of a quantum state. We describe the classical one-time pad and present its quantum extension, the quantum one-time pad, which achieves perfectly secure quantum encryption. Before studying this task, we extend the mathematical formalism introduced in Chapter 1 by studying density matrices, general measurements on quantum states, and the partial trace operation.
The primary manuscripts that preserve Plato’s text give to the dialogue that is now his most widely read the title and subtitle Πολιτεία ἢ περὶ δικαίου.1 The title is attested as early as the time of Aristotle, who refers to his teacher’s work by that name on a number of occasions.2 The subtitle, like that for each of Plato’s works, appears also in the catalogue of his dialogues arranged in tetralogies by Thrasyllus in the first century (D.L. 3.57–61), although the practice of affixing subtitles is likely to have originated with booksellers already in the fourth century.3 The standard translation of Πολιτεία in English and other modern languages has been influenced by the title of Cicero’s De re publica, written in emulation of its Greek predecessor. But “Republic” is not an entirely satisfactory rendering of the title of Plato’s dialogue. The word πολιτεία designates that arrangement, whatever form it might take, that a people chooses to adopt in order to live together in a community (which, for a Greek, is a polis). That is the sense the word has when Plato puts it into the mouth of Socrates at the beginning of Timaeus, written some years after Republic. There Socrates refers to a summary of the presentation that he gave to his companions the previous day as “concerned with the political system (περὶ πολιτείας) and its citizenry that seemed to me would be the best.”4 The material covered in the summary includes several of the distinctive ideas for which Republic is most famous: the division of society into classes according to natural ability; the philosophically rigorous program of education for the Guardians, who are to repudiate the possession of private property; the equality of men and women with regard to their capacity to contribute to the state; the abolition of the “nuclear family,” so that spouses, siblings, parents and children are to be considered as common to all those of the appropriate age; eugenic management by the state of mating among the citizens and the production of children; official monitoring of children to determine who is worthy of elevation to, or demotion from, the ranks
How do we define knowledge, and, crucially for cryptography, ignorance? In this chapter we lay the basis for future security proofs by formalizing the notion of knowledge of a quantum party, such as the memory of an eavesdropper, about a classical piece of information, such as a secret key. For this we introduce an appropriate measure of conditional entropy, the min-entropy, and introduce important tools to bound it using guessing games.
Learn about probability as it is used in computer science with this rigorous, yet highly accessible, undergraduate textbook. Fundamental probability concepts are explained in depth, prerequisite mathematics is summarized, and a wide range of computer science applications is described. Throughout, the material is presented in a “question and answer” style designed to encourage student engagement and understanding. Replete with almost 400 exercises, real-world computer science examples, and covering a wide range of topics from simulation with computer science workloads, to statistical inference, to randomized algorithms, to Markov models and queues, this interactive text is an invaluable learning tool whether your course covers probability with statistics, with stochastic processes, with randomized algorithms, or with simulation. The teaching package includes solutions, lecture slides, and lecture notes for students.
Providing a logical framework for student learning, this is the first textbook on adversarial learning. It introduces vulnerabilities of deep learning, then demonstrates methods for defending against attacks and making AI generally more robust. To help students connect theory with practice, it explains and evaluates attack-and-defense scenarios alongside real-world examples. Feasible, hands-on student projects, which increase in difficulty throughout the book, give students practical experience and help to improve their Python and PyTorch skills. Book chapters conclude with questions that can be used for classroom discussions. In addition to deep neural networks, students will also learn about logistic regression, naïve Bayes classifiers, and support vector machines. Written for senior undergraduate and first-year graduate courses, the book offers a window into research methods and current challenges. Online resources include lecture slides and image files for instructors, and software for early course projects for students.
From basic principles to insights into pioneering research, this introductory textbook provides the fundamentals of cancer biology that will enable students of biology and medicine to enter the field with confidence. It opens with a discussion of global cancer patterns, how cancers arise, and the risk factors involved. A description of the normal signalling pathways within cells then explains how DNA mutations affect proteins and what this means for the development and behaviour of tumours. Later chapters discuss methods for tumour detection, biomarker identification and the impact of genome sequencing, before reviewing the development of anti-cancer drugs and exciting current advances in treatment. With 50% new material, including two new chapters on genetic analysis of cancer and cancer chemotherapy, improved pedagogy, examples of revolutionising technologies in drug design and delivery, and useful online resources, this textbook offers an accessible and engaging account of cancer biology for undergraduate and graduate students.
In today's highly competitive global economy, it is said that most managers are - or soon will be - global managers. Whether they work abroad or in their home country, their work is influenced by global events and people from different cultural backgrounds. Success depends on knowing how to work effectively with people and companies worldwide and requires both intercultural competence and global management skills. This revised fifth edition presents the latest theories, research, and practices in global management. It contains a rich assortment of management applications that feature the experiences of one hundred companies, plus fifty global managers from thirty different countries. The book is organized around a new Skills Development Model designed to enhance students' acquisition of global knowledge and competencies. This book is designed for courses in cross-cultural and international management at both undergraduate and graduate levels.
Mining and Energy Law provides students with a comprehensive overview of the national electricity, resources and energy markets and how they are regulated. The second edition has been comprehensively updated to include new content on the United Nations Convention on the Law of the Sea, Australian Energy Market Commission, the gas export market, resource royalties and environmental impact assessments. It also discusses the impacts of climate change and environmental regulation on energy policies in Australia, including climate legislation, the regulation of renewable energy sources, initiatives such as carbon capture and storage, and the transition away from fossil fuels. Each chapter includes lists of further reading and review questions to engage students with the various aspects of the energy and resources sectors. Updated case and legislation extracts articulate the nature of the regulatory and statutory obligations that Australia's mining, offshore and onshore petroleum, natural gas and resources companies must adhere to.
Many physics textbooks take a traditional approach to the demonstration of mathematical relationships and derivations, presenting them in linear order. However, many physical derivations follow a tree-shaped structure with interconnected steps running in parallel, where numerous individual equations are manipulated and combined to reach a final result. Thus, conventional presentation often leads to derivations being spread over several book pages and linked by formula numbering. This title takes a novel and intuitive approach to introductory quantum mechanics by utilising concept maps to address non-linear structures in key mathematical relationships. Concept maps are structures in a form similar to flowcharts where derivations, concepts, and relations are visualised on one page, supported by concise accompanying text on the opposite page. Perfect as a supporting and guiding tool for undergraduates, this book is designed to aid in the understanding and memorisation of key derivations and mathematical concepts in quantum mechanics.
Another way of examining the patterns among objects based on multiple variables is to plot the objects in multidimensional space based on their pairwise dissimilarities. We first describe multidimensional scaling as a very flexible ordination method that can be based on a wide range of dissimilarities. We also introduce cluster analysis based on dissimilarities, where the pattern among objects is represented in a tree-like plot called a dendrogram. We show how to correlate dissimilarities to other continuous and/or grouping variables and fit linear models that treat the dissimilarities as responses modeled against continuous or categorical predictors.