eChapters

1.1 Historical background of the Embryology

Embryology is a branch of Anatomy. It is the study of growth and differentiation undergone by an organism in the course of its development from a single fertilized egg cell into a highly complex and independent living being like its parents. It explains how one develops before he is born. Important changes also take place after birth and continue to occur even to adult stage. eg: Replacement of RbC and WbC is a continuous developmental process and reverting to activities seen in prenatal condition is seen in healing of wounds. So the term ‘Developmental Anatomy’ which includes prenatal and postnatal development is preferred over term embryology as Developmental Anatomy, includes prenatal and postnatal development and as the term embryology refers truly prenatal (Intra uterine) development.

Aristotle (384-332/322 BC) proposed two theories regarding origin of life

Intelligent healthcare is advancing through the integration of multimodal data, trustworthy AI, federated learning, digital twins, IoT devices and real-time decision-support systems. This chapter reviews the evolution of healthcare-data analysis and examines emerging methods for intelligent diagnosis and predictive care. It discusses explainability, privacy-preserving analytics, interoperability, data governance and ethical frameworks necessary for responsible implementation. Wearable technologies and connected sensors support continuous monitoring, while human–AI collaboration improves clinical decision-making. Case studies illustrate practical healthcare applications and implementation strategies. The chapter also considers global-health requirements, particularly in developing countries, and identifies future opportunities for scalable, equitable, secure and clinically effective intelligent healthcare systems.

The greenhouse effect is thought to be due to the absorption of solar infrared (IR) radiation by gases and the earth’s surfaces, which, as a result, is heated and then reemit IR radiation at low frequency with a high absorptive power. In fact greenhouse gases in the atmosphere are essential for maintaining life on earth, as without them the planet would be permanently frozen because all of the incoming heat from the sun would be radiated back into space by the earth’s surface (Moss, 1993). The threshold concentration of these gases at which their greenhouse effect would be minimized is not known, but it is accepted that their concentrations in the atmosphere should not be allowed to continue to rise. In recent years, there has been an increase in public concern over environmental damage originating from animal feeding operations.

Introduction

Vitamins are the organic derived accessory food factors apart from carbohydrate, lipid and proteins meant for specific biological functions, optimum growth and health of an organism. These factors are are required in minute amount in the diet for proper functioning of biological enzymes. The term accessory factors were given by Hopkins to the essential nutrients present in the natural foods. Funk (1913) coined the term vitamine to the active principal present in rice polishings. Vitamins are classified into two categories like fat soluble A and water-soluble b Vitamins A, D, E, K are fat soluble whereas Vitamins B and C are water soluble. The B group of vitamins include vitamin B1, B2, B6, biotin folic acid, B12 etcall the fat-soluble vitamins are isoprenoid in nature consisting of repeating isoprenoid units. And meant for diversified functions. The water-soluble vitamins are heterogenous group of compounds generally not stored in the body and readily excreted in urine. These are mostly act as coenzymes for the vital biological enzymes deficiency of which reflects in the form of various deceases.

Vitamin A, include retinoid group of compounds like retinol, retinal and retinoic acid Retinol is a primary alcohol containing β-ionone ring with isoprenoid units, double bonds and hydroxyl group. Naturally it exists as ester of long chain fatty acids. Retinal is the aldehyde form whereas Retinoic acid is the acid form. Carotene is provitamin A normally found in plant origin foods that in the intestine gives rise to two moles of retinal by enzyme carotene 15-15-dioxygenase. Diet contains retinol esters and p-carotene. Retinol esters are hydrolyzed into fatty acids and retinol that absorbed into intestinal mucosal cells. p-carotene Is absorbed and converted into retinal by p-carotene dioxygenase. Retinal then converted into retinol. In the intestinal mucosal cells, retinol re-esterifies with fatty acid to form retinol ester.

Programming techniques are used the mathematical tools by the scientists, economists, and planners to specify the optimum combination of resources and enterprises in farms and firms, to identify the profit maximizing mixes of commodities to be produced, to specify the cost minimizing methods of production and transportation of goods, to identify the least cost locations from which raw materials can be purchased, to determine the locations of production at which a particular commodity should be produced and the consumption centres to which it should be shipped, and to specify the least cost ingredients of a feed or ration which must meet the specified nutritional requirements. Programming techniques can be either linear or non-linear. Although several non-linear programming techniques (like quadratic, integer, separable, dynamic programming, etc., which are very complex to work with) are available, we will largely deal with linear programming technique and to a certain extent will brief the theory of dynamic programming.

AI-enabled livestock technologies can improve productivity, health monitoring, animal welfare and environmental performance, but they also raise significant ethical and governance concerns. This chapter examines data ownership, privacy, algorithmic bias, transparency, accountability, cybersecurity, socioeconomic inequality and animal well-being. Precision livestock systems continuously monitor animals through sensors, computer vision, machine learning and IoT networks, enabling preventive decisions and automated interventions. However, excessive dependence on algorithms may reduce human oversight and treat animals merely as data-producing units. The chapter advocates an interdisciplinary framework for responsible AI that aligns innovation with animal-welfare standards, farmer interests, social values, equitable access, regulatory requirements and long-term environmental sustainability.

2.1. Introduction
The present century is the century of oxidative stress (OS) that linked to several life-threatening disorders which predominantly affect public health as well as their nutritional status. Unhealthy lifestyle and eating pattern which is major concern for OS. The biological literature first used the phrase “oxidative stress (OS)” in 1970. OS can be defined as a state of imbalance condition between the high level of pro-oxidants and the low level of antioxidant scavenging capacity in the body. The normal oxidative process that occurs in cells is crucial for the existence of life and favours the death of a cell. Free radicals, which are unstable, can form when molecular oxygen breaks up into pairs. This unstable radical has a high level of reactivity and produces reactive molecular species like reactive oxygen species (ROS) and reactive nitrogen species (RNS). To resist the OS and to maintain the redox balance, cells have an inbuilt antioxidant defence capacity, comprising of superoxide dismutase (SOD), catalase (CAT), and glutathione peroxidase (GPOD) etc. But some pathogenic or environmental conditions may overpower this antioxidant defence system, allowing a portion of reactive oxygen and nitrogen species (RONS) to bypass degradation and create much more reactive radicals. Increased ROS and RNS affect redox balance and damage DNA, proteins, amino acids, and fats, causing alteration of structures as well as action of cells and tissues. This will ultimately produce several pathogenetic elements associated with clinical situations and leads to the development of human aging and numerous diseases. Several dietary components such as whole grains, nuts, fruits, and vegetables are excellent sources of antioxidative vitamins, minerals, nutraceuticals or phytoceuticals that shields the human body from the harmful oxidative injury by scavenging or destruction of free radicals and also by upregulation of endogenous antioxidant defence system. Thereby long-term and sustainable OS remedies can be performed.

10.1. Classification of Primates

The classification of primates is a complex topic that has been revised over time as our understanding of these fascinating creatures has evolved. Here’s a breakdown of the current classification system:

10.1.1. Order: Primates

Primates are an order of mammals that includes lemurs, lorises, tarsiers, monkeys, apes, and humans. They are characterized by a number of shared features, including:

• Opposable thumbs: This allows primates to grasp objects and manipulate their environment.

• Forward-facing eyes: This provides primates with depth perception, which is important for arboreal locomotion and foraging.

• Enlarged brains: Primates have relatively large brains for their body size, which is associated with their intelligence and complex social behaviors.

• Reduced sense of smell:Compared to other mammals, primates have a weaker sense of smell. This is thought to be due to their reliance on vision for foraging and social interaction.

Cells Contain 4 Major Types of Giant Molecules (Macromolecules, Polymers)

Carbohydrates

Lipids

Proteins

Nucleic Acids

BIOLOGICAL POLYMERS ARE MADE FROM ABOUT 60 SMALL BUILDING BLOCKS

Cells contain thousands of types of giant molecules (macromolecules, polymers)

Polymers are macromolecules made from a single building block molecule Most of the macromolecules are made from about 60 types of small building block molecules

Most macromolecules are linear: building blocks linked head to tail- a few have branches (some polysaccharides)

This is what you would get if you heated cells in hydrochloric acid overnight at 110 degrees C:

Introduction

Today we are part of a highly complex and dynamic society. The complexity and dynamism are primarily due to the chain of changes induced by the scientific and industrial developments. The impetus provided by the information explosion coupled with scientific and technological developments to human life has triggered several unimaginable developments in the number, structure and functions of formal organizations. Realization of the supremacy of human mind over the tangible and exhaustible organizational resources like money, material and machine has led to the concept of ‘human capital’, which is now being considered as the most critical organizational resource to ensure organizational effectiveness and efficiency. Analogously huge investments are going in towards servicing and developing this critical resource of human capital in organizations. In this context, the concepts of human resource development (HRD) and training assume greater significance. In fact, training has been considered as a potential tool for HRD since ages. However, as a distinct profession, and also as a critical management tool, training is still in its early years. At the same time, there have been significant changes in the way training is conceived, understood and practiced.

Agricultural colleges and universities were first formed in the belief that farm production could be increased as a result of the systematic application of current technology and agricultural research findings. The mission of these early educational institutions was to scientifically study agriculture with the participation of the farming community; to carry the results to a broad range of farmers who could use them; and to train farmers, extension workers, agricultural teachers and researchers so that agricultural production could continue to be increased on a sustained basis. In many of the developing countries, agricultural education and training have failed to adapt and respond to the realities of rural societies. In response to the urgent need to review and adjust teaching and training in agriculture at all levels. The training is an important tool to overcome the problem faced by the rural people all over the world. The availability of the resource is the crucial determining factors to strengthen the training Programme for the needy people.

Biology is the study of life and living organisms that encompasses a vast range of topics from the microscopic scale of cellular processes to the complex interactions within ecosystems. It explores living organisms’ structure, function, growth, evolution, and distribution, integrating diverse fields such as genetics, ecology, and physiology. Chemistry is often referred to as the central science, delves into the composition, structure, properties, and changes of matter. It explores how substances interact with each other and transform through chemical reactions. This field underpins a multitude of scientific disciplines, linking concepts in physics with applications in biology, medicine, and engineering. The chemistry of living organisms is known as Biochemistry. The concept behind Biochemistry deals with the biology and the conventional chemistry. As we all know living organisms can grow, reproduce, and respond but do you know that all these activities could easily be interpreted by chemistry? The complex organic molecules are present

Introduction to Metabolism Metabolism is the sum of all biochemical reactions (physical and chemical processes) occurring within the body to sustain life. In total, it encompasses all the processes converting the energy from nutrients into usable forms, thereby facilitating the synthesis of biomolecules necessary for sustaining life. This process occurring in all living organisms ensures that a continuous supply of energy and precursors is maintained to perform cellular functions, such as growth, reproduction, maintenance and response to environmental stimuli. Therefore, studying the body’s metabolism provides insights into the physiology, mechanism of disease occurrence and potential therapeutic interventions. Specifically, metabolism is a highly regulated process involving a set of biochemical reactions that can be broadly grouped into: a) Catabolism involves the breakdown of complex molecules into simpler components, releasing energy in the form of adenosine triphosphate (ATP). Catabolic reactions assist in the extraction

History of Genetics

Lamarck (1744-1829): Proposed theory of “Inheritance of acquired characters”.

Charles Robert Darwin (1809-1882): published his classic book “Origin of Species” in 1859 and proposed theory of evolution and survival of the fittest.

Johann Greger Mendel : Gave laws of heredity in 1866 and is considered as Father of Genetics.

W. Flemming: The term mitosis was first used by Fleming in 1882.

W. Waldeyer: Coined the term “Chromosome” in 1888.

August Weisman: Gave the “Theory of Germplasm” in 1889.

8.1. Introduction
Micronutrients are vitamins, minerals, and nutraceuticals that do not provide energy and do not raise any sensation of hunger known as “hidden hunger” or “insensible hunger”. Hidden hunger that causes micronutrient deficiency affects 2 billion people globally. Due to the deficiency of micronutrients, different diseases are noted among public health professionals that reflect poor community nutrition. To overcome these deficiency-related diseases, one of the important approaches is food fortification. Food fortification is a public health policy to reduce the number of individuals, who suffer from micronutrient deficiencies within a population. Common examples include iodine-tagged common salt, vitamin A-containing oil, and iron-enriched rice all of which are examples of food fortification. In the agricultural field, food fortification (FF) and/or food enrichment (FE) is the most efficient strategy to overcome various micronutrient deficiencies by the addition of essential micronutrients (vitamins and minerals) to enhance the nutritional value of cultivated crops. According to World Health Organization (WHO) and Food and Agricultural Organization (FAO) of the United Nations (UN), “Food fortification” is defined as “the practice of deliberately increasing the content of an essential micronutrient, i.e., vitamins and minerals (including trace elements) in a food irrespective of whether the nutrients were originally in the food before processing or not, so as to improve the nutritional quality of the food supply and to provide a public health benefit with minimum risk to health” (Pant and Chinwan, 2014). “Fortificant” refers to the incorporation of substances in the food to provide micronutrients. “Micronutrients” refers to the important dietary components, including vitamins and minerals, that are required in very small amounts but are engaged in very critical roles in various body functions and disease prevention.

Poultry in general and duck in particular are not free from diseases though they are far more cold-hardy and healthier than the chickens. Infectious agents are not the only cause of diseases in poultry. However, it can be affected by a wide range of diseases that is caused by the non-infectious agents and it can range from cases of cannibalism to various nutritional related diseases or disorders. Unlike the infectious diseases which tends to affect a whole litter, non-infectious diseases may however be sometime confined to a single bird.

Non infectious diseases can be basically categorized into subgroups like –

Introduction

Hematology is the study of blood and its constituents. Blood is a specialized fluid connective tissue, which consists of plasma (55-70%) and the formed elements (30-45%) that flow all over the body in the vessels of the cardiovascular system. Plasma comprises water (90-92%), proteins (6-7%), enzymes, hormones, lipids, and organic & inorganic constituents. The three major classes of plasma proteins include albumin, globulin, and fibrinogen. The organic elements include non-protein nitrogen (NPN) compounds (like urea, uric acid, creatine, creatinine, amino acids, glutathione, and xanthine), glucose, neutral fats, phospholipids, cholesterol and others. The inorganic constituents include calcium, phosphorus, magnesium, potassium, sodium, chlorine, sulfur, iodine, iron, copper, cobalt, manganese, zinc, selenium, and molybdenum; they contribute about 1 percent of the plasma.

Blood performs various functions by its constituents. The constituents of the blood are highly dynamic, and they inter shift from their reference values very quickly in any adverse condition. This is why; studies of blood cells and complete blood count (CBC) are important for accessing general health, diagnosing various diseases, and providing prognostic information when coupled with a thorough physical examination. The blood examination is performed routinely to diagnose hematological diseases, including certain hereditary diseases of the blood, and to determine the body’s ability to respond to a hematological insult. The key parameters evaluated in the hemogram are ESR, PCV, Hb, TEC, MCV, MCHC, TLC, and DLC.

Computational intelligence is central to the development of proactive, personalized and connected healthcare systems. This chapter examines artificial intelligence, machine learning, expert systems, medical-image analysis, IoT, big-data analytics, cloud computing and blockchain as key enabling technologies. It presents intelligent architectures for diagnosis, monitoring, treatment support and secure health-data management. Privacy, cybersecurity, explainability, bias, fairness, scalability and deployment challenges are discussed in relation to practical healthcare implementation. The chapter proposes a research roadmap involving trustworthy AI, advanced privacy-preserving mechanisms, edge-cloud intelligence, digital twins, multi-omics integration and personalized health models. It also emphasizes accessible computational-intelligence solutions for rural and resource-constrained healthcare environments