eChapters

Artificial intelligence offers practical solutions to agricultural problems associated with population growth, food demand, climate change and limited natural resources. This chapter introduces machine learning, deep learning, computer vision and natural language processing, together with enabling technologies such as IoT, remote sensing and cloud computing. It explains their applications in crop monitoring, disease recognition, yield forecasting, irrigation, soil assessment and livestock management. AI can improve decision-making, resource efficiency, automation and precision farming while reducing reliance on manual labour. The chapter also examines adoption barriers, including high costs, limited digital literacy, data-security concerns and weak rural infrastructure, and considers future developments in autonomous and climate-resilient farming.

Fungus is member of group of eukaryotic organisms that includes yeasts and molds. The fungi are heterotrophs and they acquire their food by absorbing dissolved molecules by secreting digestive enzyme in the environment. It is present in common place in the environment and some are normal inhabitants of the skin, gastrointestinal tract and other mucous membrane surfaces. Generally if birds immunity is intact and fully operational then it will overcome the fungal infection in most situations, In case of compromised immune system it will cause development of serious infections. Paramount to properly managing fungal infections in avian species is the ability to recognize infection early in the course of disease, to administer appropriate antifungal medications for the location and severity of infection, and to continually assess a patient’s response to therapy.

1. What is a characteristic feature of fungal cell walls?

a) Peptidoglycans

b) Ergosterol and polysaccharides

c) Antiphagocytic capsules

d) Fruiting bodies

2. How do fungi reproduce in tissues?

a) Binary fission

b) Budding

c) Simple division of round, yeast-like forms or slender, tubular hyphae

d) Spore formation

As he looks to the future, Dr. Chauhan envisions several key goals to further the field of veterinary medicine: Expanding the scope of Veterinary Science :
Future goals of Dr. Chauhan
1. Advancing Research in Veterinary Pathology: Building upon his extensive research background, which includes authoring 120 books, contributing 101 chapters, and publishing 239 research papers, Dr. Chauhan aims to delve deeper into emerging diseases affecting livestock and companion animals. He plans to focus on molecular pathology to better understand disease mechanisms at the genetic level, facilitating the development of targeted treatments and preventive measures.
2. Promoting ‘Cowpathy’ and Indigenous Practices: Known as the “Cowpathy Man,” Dr. Chauhan has been a proponent of integrating traditional knowledge with modern veterinary practices. He intends to conduct rigorous scientific studies to validate and promote the use of indigenous products in animal healthcare, aiming to offer sustainable and eco-friendly alternatives to conventional treatments.
3. Enhancing Veterinary Education: With a passion for veterinary education, Dr. Chauhan plans to develop comprehensive curricula that incorporate the latest advancements in veterinary science. He seeks to mentor the next generation of veterinarians, emphasizing the importance of ethical practices, continuous learning, and adaptability in the face of evolving challenges in animal health.

Introduction
Good Laboratory Practice (GLP) has been a cornerstone of laboratory operations, ensuring quality, reliability, and reproducibility in research and development across various fields, including pharmaceuticals, biotechnology, and environmental science. As we move further into the 21st century, the landscape of GLP is evolving rapidly, influenced by technological advancements, regulatory changes, and the increasing complexity of scientific research. This article explores future trends and innovations in GLP, delving into key areas such as automation, data management, regulatory shifts, and sustainable practices.
1. The Role of Automation in GLP
1.1 Increased Efficiency and Accuracy
One of the most significant trends in GLP is the integration of automation. Laboratory automation includes the prompt use of technology to perform tasks in a much efficient way with minimal human interventions, thus significantly increasing efficiency and accuracy of laboratory practices. Automated systems can handle repetitive tasks such as liquid handling, sample preparation, and data analysis, reducing the potential for human error.
Benefits of Automation
• Reduction of Human Error: Automation minimizes the chances of mistakes that can occur when humans perform these repetitive tasks, thereby improving the reliability of the results.
• Speed up the Research Process: For example, robotic systems can be used in drug discovery. These systems can conduct high-throughput screening, which means they can quickly test thousands of different compounds for potential effectiveness as drugs.

AI-driven animal husbandry is advancing through machine learning, computer vision, IoT, big-data analytics, wearable devices and automated equipment. This chapter considers future applications for monitoring animal health, behaviour, nutrition, reproduction and environmental conditions. Predictive systems can support early disease detection, precision feeding, improved breeding and reduced production costs. However, high implementation costs, data privacy, inadequate infrastructure and limited digital knowledge remain significant obstacles, particularly in developing regions. Future research should prioritize affordable, user-friendly and explainable technologies suited to smallholders. Ethical AI, climate adaptation, multimodal data integration, omics analysis and interdisciplinary collaboration among animal scientists, engineers, policymakers and farmers are identified as essential research directions.

Introduction
Gametogenesis is the process by which gametes are produced in sexually reproducing organisms. This process involves a series of cellular divisions and differentiations and can be divided into two main types: spermatogenesis (the production of sperm) and oogenesis (the production of ova). Gametogenesis ensures genetic diversity through the processes of crossing over and independent assortment during meiosis. A gamete is a specialized cell involved in sexual reproduction. Gametes are haploid cells; contain only half the number of chromosomes of a diploid cell. Two gametes one from each parent fuses during fertilization to form a zygote, a diploid cell with a full set of chromosomes. The primordial germ cells develop from the wall yolk sac and differentiate into female and male gametes. During and after migration of primordial germ cells, they proliferate by mitoses and male and female primordial germ cells surrounded by somatic cells of their specific gonads and differentiate into oogonia in ovary and spermatogonia in testis. Meiosis is the process of cell division (Meiosis I and Meiosis II) in two specialized germ cells i.e. oogonia and spermatogonia to produce haploid female gametes (ovum) and male gametes (sperm) respectively. Meiosis I allow genetic recombination where exchange of DNA segment occurs between maternal and paternal chromatids.
Spermatogenesis
The development of sperm in the germinal epithelium of seminiferous tubules of the testis is known as spermatogenesis. Spermatogenesis starts, when the male animal attains the puberty. The sequential stages in spermatogenesis are
1. Mitotic/multiplication phase: Primordial germ cells undergo a series of mitotic divisions and localized in solid cords of primitive sustentacular cells (progenitor of Sertoli cells) within the seminiferous tubules (testis). At the age of puberty, the cell cords differentiated into seminiferous tubules of the testis and simultaneously primitive sustentacular cells became Sertoli cells and primordial germ cells produce spermatogonia throughout the life, having the features of stem cells. These spermatogonia remains dormant until the onset of puberty. Sertoli cells are very important for both physical support and paracrine regulation of spermatogenesis, and also form the blood-testis barrier by sealing off the seminiferous tubules with tight junctions. At puberty, they are activated and undergo series of mitotic division and produce clones of cells referred to as type A spermatogonia. Among type a

Definition
Gangrene is a necrotic area invaded by saprophytic organisms leading to putrefaction.
Types of Gangrene
There are three types of gangrene
1. Dry gangrene
2. Moist gangrene
3. Gas gangrene
1. Dry Gangrene
Dry gangrene represents an area of coagulation necrosis resulting from  infarction followed by mummification. The extremities of the body like tail,  ears, legs and udder are affected.

Key Points

• Neurologic dysfunction, which can show up as a wide range of perplexing symptoms and indicators, can accompany gastrointestinal disorders that cause malabsorption and the ensuing nutritional deficits.

• Digestive illnesses are among the most common problems in animals living in tropical countries. They often manifest as intestinal blockage, malabsorption, malnourishment, bleeding in the gastrointestinal tract, diarrhea, and stomach pain or distention.

Introduction

Animal digestive problems can be brought on by a range of conditions, including infections, parasites, and other illnesses. In older dogs and cats, gastrointestinal (GI) disorders of the alimentary tract and hepatobiliary system are prevalent. The majority of the time, GI symptoms in affected animals are caused by inflammatory illnesses; however, degenerative lesions and motility issues can also occur. Acute and chronic conditions are two general classifications for gastrointestinal diseases. Dietary errors, or the worsening of long-term gastrointestinal disorders, are the most frequent causes of acute gastrointestinal disorders. Alongside chronic gastrointestinal disease, colitis or inflammatory bowel disease are frequently diagnosed.

Introduction
Gastrulation is a vital stage in the development of multicellular animals because it establishes the basic body plan, including the primary body axes (dorsal/ventral axis and the cranial/caudal axis) and prepares the embryo for organ formation. The process of cleavage leads to formation of blastula which is followed by gastrulation. The blastula consists of inner cell mass (Cell mass made up of darker blastomere and present at animal pole which is going to form embryo proper) and trophoblast (Cells made up of clear cells and arranged periphery near to Zona pellucid). The morphogenic changes occur during gastrulation is the formation of three germ layers. Gastrulation is the process in which single- layered blastula is converted into a trilaminar structure consisting of an outer ectodermal, a middle mesodermal and an inner endodermal layer and occupy their characteristic position in embryo. They will be give rise to different organs and extra embryonic membranes. The gastrulation is an important step of cell differentiation.
Gastrulation in Mammals
The process of gastrulation is variable among different domestic animals. It takes place in the uterus when the blastocyst is floating in the uterine fluid. After the degeneration of zona – pellucida, the cells located in the ventral margin of the inner cell mass separate out and extended ventrally along the trophoblast layer. Due to further proliferation, splitting (delaminate) and migration of cells from the inner cell mass, form a complete cellular lining on the inner site of trophoblast. This newly formed layer is called endoderm corresponds to the hypoblast of chick blastoderm. The remaining cells of the inner cell mass correspond to the epiblast of chick blastoderm. With formation of endoderm the blastocoel is divided into 2 cavities. The portion enclosed within endoderm is called primitive gut and area between endoderm and trophoblast layer is extra embryonic coelom. During this time trophoblast cells covering the inner cell mass degenerate and compact inner cell mass exposed and it is called as embryonic disc The embryonic disc occupies a position at the animal pole. Note: The development of the germ layers in mammals closely resembles that of birds with the formation of the primitive streak and primitive node.7

Introduction

The Poultry industry stands as one of the most advanced sectors globally. The impact of diseases on poultry can be profoundly detrimental, affecting productivity, trade of live birds, meat and related products. Vulnerabilities in biosecurity within production sites, as well as weaknesses in disease diagnosis, pave the way for emerging pathogens to establish as persistent threats. In numerous tropical and developing nations poultry infections like viscerotropic velogenic New castle disease have become endemic, leading to disastrous losses. Many developing countries contend with a prevalence of vertically transmitted diseases among village-level flocks, including ailments like pullorum disease and mycoplasmosis. The combination of hot, humid climates fosters mycotoxicosis, compounded by prevalent immunosuppressive diseases, which in turn hinder the effectiveness of vaccination efforts. In the absence of robust quarantine measures and government – mandated control programs, disease can persist within both commercial and local flocks. The introduction of new infections further compounds the vulnerability of susceptible poultry populations.

Class: Insecta

It is the biggest class in animal kingdom. About 70% of species of animals are included in class insecta.

General Morphological Characters

1. All the character of arthropoda are also present in this class.

2. Body is divided into three tagmas i.e. head, thorax and abdomen.

Normally body of arthropods consists of twenty segments. Head region is formed by the fusion of 1st six segments. Thorax is formed by next three segments and abdomen formed by last 11 segments.

Modification of six pair of appendages of head: 1st pair of appendages is modified into eyes. 2nd pair is modified into antennae. 3rd pair is lost. 4th pair of appendages is modified into mandible. 5th pair modified into first maxillae and 6th pair modified into 2nd maxillae means mouth part is nothing but modification of 4th, 5th and 6th pair of appendages. On abdomen, appendages or legs are lost.

Morphology of head region of insects

Highest point of head known as “Vertex”. Anterior portion sloping in forward direction known as “Frons”. Posterior portion sloping towards thorax is “Occiput”. On the medial aspect of head, there is a pair of compound eyes. Each compound eye is made of number of lenses called as “facet”. Compound eyes may meet one another in mid line (holoptic) or are wide apart (dichoptic). Just medial to compound eyes, there is a pair of non-functioning simple eyes known as “ocellus.” Just in front of these two eyes on either side, there is a pair of antennae. Antennae are made up of three parts, base, pedicle and f ilaments. Pedicle is non segment basal piece. On these antennae, hair may be present. At the base of each antenna, there is olfactory pin. Lateral part of head is known as “Gena”. Just below the frons, there is a chitinous plate known as “Clypeus”. Below clypeus, there is mouth part. Mouth parts are located on ventral side. Mouth part consists of labrum which forms the upper boundary of mouth and labium which forms the lower lip or lower boundary of mouth. On underneath the labrum, there is membranous structure called epipharynx which bears the organ of taste. On upper surface of labium, there is another membranous structure called hypopharynx which bears the opening of salivary duct. Between labrum and labium there is one pair of mandibles and one pair of maxillae. Mouth parts are collectively known as “Proboscis”.

Introduction

A thoroughly performed physical examination in poultry and avian clinical practice is of great importance. Most avian species happen to be prey animals, with the exception of a few raptors that tend to be predatory. This makes them try to appear healthy, in preparation to escape from potential predators, and as such, makes it difficult for their owners, keepers and veterinarians to detect early diseases. Physical examination when carefully performed in detail, increases the chances of obtaining fewer differential diagnosis that are likely to be harboring the confirmatory diagnosis after laboratory works are being performed. In essence, a thorough physical examination brings about cost efficiency in poultry/ avian clinical practice. Take for instance, a farm with over 50,000 layers, having lowered productivity. It will be cumbersome to go ahead and start blood sampling, faecal sampling or oral cavity swabs for laboratory analysis as the starting point. The disadvantages will be high labour demands, high capital demands, more stress on the animals and of course, long time till feasible outcome is to be obtained.

Dairy animals are the backbone of animal husbandry. India is the largest milk producer and ranks first in the world with a share of 25% of global milk production. Haemoprotozoan diseases pose significant limitations to the health and production of cattle. It leads to significant losses in the livestock industry worldwide. However, most protozoan parasites in the blood are known tocause anaemia by inducing erythro-phagocytosis. In terms of  mortality, reduced milk production and reduced immunity power, hemoprotozoan parasites pose a major threat to the livestock population. Theileria, Babesia, Anaplasma and Trypanosoma are the most important hemoprotozoan diseases of veterinary importance. These diseases affect different livestock species, caused by different species of Trypanosoma, Theileria, Babesia and Anaplasma. Tick-borne hemoprotozoan infections have a significant negative impact on the health and productivity of cattle and result in major losses to the global livestock industry. In tropical and subtropical regions, tick-borne hemoprotozoan infections have a significant impact on animal production. In India, these hemoprotozoan parasites have long posed a serious threat to the survival of exotic and crossbred cattle (Ananda et al., 2009). Haemoprotozoan diseases have deleterious impact on health and production of animals causing death in acute cases, production losses in chronically affected animals which decrease economic share of livestock sector (Bharti et al., 2022)

Introduction
Clinical physiology is the branch of medical science that focuses on understanding the functional processes within the body under both normal and disease conditions. It emphasizes how body systems respond to disease, injury, and therapeutic interventions, and, forms the foundation of many diagnostic and therapeutic practices in veterinary medicine.
Importance and scope of Clinical Physiology in Veterinary Medicine: Clinical physiology is indispensable and plays a pivotal role in veterinary medicine. The knowledge allows for early detection of diseases, select effective treatment plans, and improved outcomes for animal patients. It is used to monitor the effects of treatment interventions, adjusting medications or therapies based on the physiological responses observed in the patient. A solid understanding of cardiovascular physiology is essential to manage heart failure condition in dog, and, treating respiratory diseases in cats or gastrointestinal
disorders in horses, relies on the knowledge of respiratory and digestive physiology. Beyond treatment, clinical physiology also plays a significant role in preventive medicine. Knowing the normal range of heart rates, blood pressure, and respiratory rates in different species allows veterinarians to quickly assess whether an animal is in distress or experiencing a pathological condition, and allow for timely intervention. It is also critical in managing the health of populations of animals, such as in livestock farming, where maintaining optimal physiological function is essential for productivity and welfare. The major systems in the body - including the cardiovascular, respiratory, digestive, nervous, endocrine, renal, musculoskeletal, reproductive, and immune systems, can be affected by a variety of diseases, and clinical physiology provides the framework for understanding these effects. It encompasses the study of physiological processes across a wide range of species, including companion animals, livestock, wildlife, and exotic animals.

Protozoa are considered as unicellular eukaryotic organisms and evolved after bacteria and thousands years early to multi-cellular organisms as well as animals. This unicellular eukaryotic organism contains all the organelles or structures like multi-cellular organisms but in single cells. Similar to multicellular, the genetic information of protozoa is also stored in chromosomes. The protozoa differ from bacteria in different manners. The differentiating features of bacteria and protozoa are given in Table 1.
1. General Structures of Protozoa
Protozoa, like other eukaryotic cells, contain a nucleus, endoplasmic reticulum, mitochondria, Golgi apparatus, and lysosomes. Beyond these common organelles, protozoa feature a range of unique structures with specific functions that enable them to operate independently. Protozoan cells can be categorized into two primary components: the cytoplasm and the nucleus.

Introduction
Veterinary embryology is a fundamental branch of veterinary science that focuses on the study of the development of embryos in animals, tracing the journey from the moment of fertilization to the point where a fully developed fetus is formed. This field is not just an academic endeavor but a critical component of veterinary practice, research, and animal husbandry. It offers profound insights into the origins of life, the complex processes that drive the formation of tissues and organs, and the ways in which genetic and environmental factors interact to shape the development of an organism. The field of veterinary embryology is vast and encompasses several stages of development. The process begins with gametogenesis, where the reproductive cells—sperm in males and ova in females—are produced through a process of meiosis. These gametes are haploid, meaning they contain half the number of chromosomes found in somatic cells. The union of these gametes during fertilization restores the diploid number of chromosomes, marking the beginning of a new individual organism. The fertilized egg, or zygote, is the starting point of embryonic development. Following fertilization, the zygote undergoes a series of rapid cell divisions known as cleavage. During cleavage, the single-celled zygote divides without growing, resulting in a cluster of smaller cells called blastomeres. This process continues until the formation of a structure known as the blastocyst, which consists of an inner cell mass that will eventually develop into the embryo, and an outer layer of cells called the trophoblast, which will form the placenta. The blastocyst is a critical stage in development as it is involved in implantation into the uterine wall, a necessary step for establishing a successful pregnancy. The next major phase in embryonic development is gastrulation, a highly orchestrated process that results in the formation of three primary germ layers: the ectoderm, mesoderm, and endoderm. These layers are the foundation for all the tissues and organs in the body. The ectoderm gives rise to the nervous system, skin, and sensory organs; the mesoderm

This chapter examines cytokines as essential signalling molecules that regulate immune and inflammatory responses. It introduces interleukins, interferons, chemokines, tumour necrosis factors and colony-stimulating factors. Their sources, target cells and biological actions are considered in relation to immune-cell activation, differentiation, migration and communication. The chapter explains important properties such as pleiotropy, redundancy, synergy and antagonism. It also covers antiviral activity, chemotaxis, inflammation, fever and the regulation of humoral and cell-mediated immunity. Special attention is given to excessive cytokine production, cytokine storms and septic shock. These questions help readers understand how cytokines coordinate protective immunity and contribute to immune-mediated disease.

The general systemic states are generalized in nature and involve whole body systems. They are common to many diseases and contribute to the pathogenesis
of the disease. Pathogenesis is defined as the changes in functioning at the cellular level and establishment of disease process. Hyperthermia,
hypothermia, fever, toxaemia, septicaemia, bacteraemia, shock, dehydration, acid-base imbalance, hyponatremia, hypokalemia etc. are some examples of
general systemic states.