Bachelor's Degree in Modeling and Digital Technology in Life Sciences

Atomistics: Periodic table, Lewis and VSEPR models
# Electronic configuration
# Periodic table
# Description of molecular chemical entities: Lewis and VSEPR

Introduction to organic chemistry and basic reaction mechanisms
# Nomenclature
# Stereochemistry
# Basics of reactivity in organic chemistry
# Aliphatic nucleophilic substitutions
# β-eliminations
# Electrophilic addition to alkenes
# Nucleophilic addition using organomagnesium compounds as an example

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First-year mathematics program at Lycée Joffre

# Reasoning and set-theoretic vocabulary

# Supplementary courses in algebraic calculus, elementary analysis, and geometry

# Enumeration

# Real analysis: numerical sequences, limits and continuity, differentiability, calculation of primitives and integrals.

# Complex numbers

# Differential equations

# Linear algebra: vectors, linear applications and matrices, bases and dimension,

# Asymptotic analysis

# Basics of statistics

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This modern language course focuses on written and oral English, with particular emphasis on scientific and socio-economic contexts.

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This is an initial approach to the integrative biology of organisms.

This EU, called "From Cells to Organisms," addresses structure-function relationships at different scales, from the cell (or even molecule) to the organism in its living environment.

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The first-year program is as follows:

# Introduction to Contemporary Issues

# introduction to economics introduction to geopolitics

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The program below covers the two first-year computer science courses at Lycée Joffre:

Algorithms and programming 1: basic concepts in algorithms and programming:
• Notion of problem, problem instance, complexity, termination, proof of validity
• Algorithms and iterative processing
• Proof: validity, termination, complexity
• Linear structures: arrays, linked lists, stacks, queues
• Sorting: insertion, selection, merge sort, other sorting examples
• Introduction to recursive processing (dichotomous search, etc.)
• Programming in Python

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Use of computer systems: introduction to the main concepts of computer systems:
• Practical mastery of a Linux environment
• Knowledge of the main Linux commands
• Understanding of documentation pages (man)
• Sessions, files, directories, access rights
• Programs, processes, commands, and command languages
• Console (terminal) vs. graphical execution mode
• Familiarization with shells, writing a few scripts

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Introduction to numerical analysis 

# Basic concepts, challenges and limitations, machine representation of numbers

# Additional analysis tools for numerical analysis

# Numerical solution of nonlinear equations

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- Cell biology: cytoskeleton, membranes and membrane transport, extracellular matrix, organelles, origin of life and organization of viruses, prokaryotic and eukaryotic cells.

- Biochemistry: structure of biological macromolecules (nucleic acids, proteins, lipids, and sugars), definitions of polymer chains, classification and roles of biological polymers (proteins, nucleic acids, polysaccharides), folding and structuring of biological macromolecules, intra- and inter-molecular physicochemical interactions, biosynthesis and stability of macromolecules.

- Integrative biology and organism biology: angiosperm nutrition, animal and plant physiology

- Ecology: introduction to ecology, biogeochemical cycles, paleoecology

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General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

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Summary program:

– Probabilistic vocabulary

– Random variables and probability distributions

– Expectation and variance

– Applications

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The first-year program is as follows:

# Introduction to Contemporary Issues

# introduction to economics

# introduction to geopolitics

See the full page

First-year mathematics program at Lycée Joffre

# Reasoning and set-theoretic vocabulary

# Supplementary courses in algebraic calculus, elementary analysis, and geometry

# Enumeration

# Real analysis: numerical sequences, limits and continuity, differentiability, calculation of primitives and integrals.

# Complex numbers

# Differential equations

# Linear algebra: vectors, linear applications and matrices, bases and dimension,

# Asymptotic analysis

# Basics of statistics

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The end-of-year introductory research project (lasting one week to 10 days) is one of the CPES's unique features: it consists of an immersion in a research laboratory, accompanied by presentations of research projects, with the possible participation of students for one or two half-days. The aim is to provide an understanding of the challenges of a research project and the contributions of modeling, computer science, and digital simulation. A presentation is required in the form of a poster or short report and an oral presentation before a jury.

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The program below covers the two first-year computer science courses at Lycée Joffre:

Algorithms and programming 1: basic concepts in algorithms and programming:
• Notion of problem, problem instance, complexity, termination, proof of validity
• Algorithms and iterative processing
• Proof: validity, termination, complexity
• Linear structures: arrays, linked lists, stacks, queues
• Sorting: insertion, selection, merge sort, other sorting examples
• Introduction to recursive processing (dichotomous search, etc.)
• Programming in Python

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- Mendelian genetics

- Biology of animal and plant gametogenesis, animal and plant embryonic and post-embryonic development

- Post-embryonic development in animals (osteogenesis) and plants (primary and secondary growth)

- Genomics: eukaryotic, bacterial, and viral genomes, expression of genetic information and protein targeting, replication.

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VBA programming in Excel Development of VBA macros in Excel:

# Using macros in Excel

# Applying the basics of VBA language in Excel

# Debugging VBA macros in Excel

# Writing custom functions

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General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

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This modern language course focuses on written and oral English, with particular emphasis on scientific and socio-economic contexts.

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In this EU, we will explore each stage of the life cycle of organisms (mainly metazoans and angiosperms) through a series of practical exercises covering: embryonic development (including organ formation, cell differentiation, and growth processes), the acquisition of reproductive capacity (including the stages associated with meiosis and gametogenesis), and fertilization. This series of practical assignments is combined with a series of tutorials addressing issues related to the transmission of genetic information. 

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Second-year mathematics program, taught at Lycée Joffre:

# Linear algebra refresher and Euclidean geometry supplements

# Advanced Probabilities

# Additional analysis of functions of a variable

# Functions of several variables

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This course is a cross-disciplinary course in L2 SV aimed at providing biology students with a fundamental knowledge base on plant functioning, enabling them to understand current issues in plant agricultural sciences.

The following basic concepts of Plant Physiology/Functional Biology will be studied: 

Essential experimental approaches: plant transgenesis, forward and reverse genetics

basics of autotrophy

mechanisms underlying the major stages of angiosperm development: meristem function, floral transition, fertilization.

auxin, a major hormone for plant development and their response to the abiotic environment

The practical sessions will enable students to manipulate the regulation of plant water nutrition and analyze their mineral nutrition using various biochemical assays (flame photometry, spectrophotometry). 

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This course is an introduction to the general concepts of scientific ecology: levels of organization, biodiversity measurement and conservation, biogeography, biotic and abiotic factors affecting biodiversity distribution and dynamics. It also provides an understanding of the methods used in scientific ecology: the value of experimentation, reflection on protocol development, data analysis, and oral and written reports on experiments.

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Complements to linear algebra, reduction theory, and applications 

# Linear algebra supplements, concept of direct sum

# Determinants

# Reduction: diagonalization and applications to the study of discrete and continuous dynamic systems in physics, chemistry, biology, or economics.

See the full page

This course continues the training of students in applied mathematics with a focus on numerical methods.

Program (subject to change depending on the year and time available):

# numerical matrix analysis

#digital integration

# numerical solution of differential equations

# Introduction to the qualitative study of nonlinear differential equations

.

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The 10th grade computer science course taught at the high school focuses on advanced concepts in algorithms and programming:

# Tree data structures: binary trees, heaps, ABRs, priority queues

# Sort by pile, lower bound on sort

# Graph structure: representations (adjacency matrices, edge lists, neighbor lists)

# Basic algorithms (connectivity, depth-first and breadth-first search, topological sorting)

# Distance calculation (Dijkstra, implementation with heap)

# Introduction to object-oriented programming (encapsulation, late binding, classes, methods, etc.)

# Programming in Python

See the full page

This course complements computer science training by introducing students to the study of information systems and databases (designing processes in an information system and managing relational databases):

# Information systems: introduction to the entity/association model, relational model, process modeling (conceptual process model, organizational process model)

# Databases: creation, manipulation, and querying of relational databases.

See the full page

This module should enable students to acquire:

Basic concepts in physiology: Concept of homeostasis; levels of organization of the human body; compartments of the internal environment; study of the endocrine system; acid-base and water-mineral balance; anatomical and functional studies of the central and peripheral nervous systems.

Basic concepts in immunology:

General overview of the immune system; study of T and B lymphocytes, antigen-presenting cells; study of antimicrobial immunity and complement.

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This modern language course focuses on written and oral English, with particular emphasis on oral expression.

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The EU addresses theoretical concepts in plant biology, using the group of Spermatophytes as a model. It aims to define the concepts and specific vocabulary of morphology, anatomy, reproduction, and biological cycles.

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The EU is interested in describing the morpho-anatomical characteristics of the major organizational plans of metazoans found in current and past faunas, as well as explaining their origin and the dynamics of their appearance. It is thus developing a vision of organisms based on paleontology and zoology. It will mainly address the origin of metazoans and the main divisions, namely diploblasts and triploblasts, as well as basic concepts relating to the positioning and phylogenetic relationships between taxa (mono- and paraphyly, evolutionary convergence, etc.). It is traditionally divided into lectures, tutorials that mainly aim to illustrate and support aspects related to the biodiversity of taxa, and practical work in sessions aimed at acquiring skills, particularly and necessarily in dissection.

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General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

See the full page

See the full page

Second-year mathematics program, taught at Lycée Joffre:

# Linear algebra refresher and Euclidean geometry supplements

# Advanced Probabilities

# Additional analysis of functions of a variable

# Functions of several variables

See the full page

This course is a cross-disciplinary course in L2 SV aimed at providing biology students with a fundamental knowledge base on plant functioning, enabling them to understand current issues in plant agricultural sciences.

The following basic concepts of Plant Physiology/Functional Biology will be studied: 

Essential experimental approaches: plant transgenesis, forward and reverse genetics

basics of autotrophy

mechanisms underlying the major stages of angiosperm development: meristem function, floral transition, fertilization.

auxin, a major hormone for plant development and their response to the abiotic environment

The practical sessions will enable students to manipulate the regulation of plant water nutrition and analyze their mineral nutrition using various biochemical assays (flame photometry, spectrophotometry). 

See the full page

This course is an introduction to the general concepts of scientific ecology: levels of organization, biodiversity measurement and conservation, biogeography, biotic and abiotic factors affecting biodiversity distribution and dynamics. It also provides an understanding of the methods used in scientific ecology: the value of experimentation, reflection on protocol development, data analysis, and oral and written reports on experiments.

See the full page

Complements to linear algebra, reduction theory, and applications 

# Linear algebra supplements, concept of direct sum

# Determinants

# Reduction: diagonalization and applications to the study of discrete and continuous dynamic systems in physics, chemistry, biology, or economics.

See the full page

This course continues the training of students in applied mathematics with a focus on numerical methods.

Program (subject to change depending on the year and time available):

# numerical matrix analysis

#digital integration

# numerical solution of differential equations

# Introduction to the qualitative study of nonlinear differential equations

.

See the full page

The 10th grade computer science course taught at the high school focuses on advanced concepts in algorithms and programming:

# Tree data structures: binary trees, heaps, ABRs, priority queues

# Sort by pile, lower bound on sort

# Graph structure: representations (adjacency matrices, edge lists, neighbor lists)

# Basic algorithms (connectivity, depth-first and breadth-first search, topological sorting)

# Distance calculation (Dijkstra, implementation with heap)

# Introduction to object-oriented programming (encapsulation, late binding, classes, methods, etc.)

# Programming in Python

See the full page

This course complements computer science training by introducing students to the study of information systems and databases (designing processes in an information system and managing relational databases):

# Information systems: introduction to the entity/association model, relational model, process modeling (conceptual process model, organizational process model)

# Databases: creation, manipulation, and querying of relational databases.

See the full page

This module should enable students to acquire:

Basic concepts in physiology: Concept of homeostasis; levels of organization of the human body; compartments of the internal environment; study of the endocrine system; acid-base and water-mineral balance; anatomical and functional studies of the central and peripheral nervous systems.

Basic concepts in immunology:

General overview of the immune system; study of T and B lymphocytes, antigen-presenting cells; study of antimicrobial immunity and complement.

See the full page

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This modern language course focuses on written and oral English, with particular emphasis on oral expression.

See the full page

See the full page

General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

See the full page

See the full page

See the full page

Second-year mathematics program, taught at Lycée Joffre:

# Linear algebra refresher and Euclidean geometry supplements

# Advanced Probabilities

# Additional analysis of functions of a variable

# Functions of several variables

See the full page

General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

See the full page

Introduction to the use of data mining methods:

# Motivations, areas of application

# Data mining tasks (classification, estimation, prediction, etc.)

# Data processing (pre/post-processing)

# Supervised learning (Bayesian method, k-nearest neighbors, neural networks, etc.)

# Unsupervised learning (k-means)

# Evaluation of methods

# Data mining software (R, Scikit, Weka, etc.)

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The Physiology of Major Functions course in semester 4 of the CPES program aims to complement the course devoted to studying the role and interactions of the various systems in the body that work together to maintain a constant internal environment. This course consists of practical work and tutorials.

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This course continues the training of students in applied mathematics, particularly the use of statistical tools:

# Concepts of populations and random samples.

# Estimators.

Mean square error and bias-variance decomposition.

# Hypothesis testing: null hypothesis, alternative hypothesis. Type I and Type II errors. Power of a test. Test statistic, rejection region. Examples of classical tests.

See the full page

The objective of this EU is to understand evolutionary processes at both the micro- and macro-evolutionary scales.

Using examples, manipulations, and accessible modeling, the lessons will aim to present in a concrete and quantitative manner the effects of the four evolutionary forces operating at the individual and population levels (mutation, migration, selection, and drift). The integration of these microevolutionary processes on larger time scales (e.g., differentiation between lineages, speciation) will then be addressed. Finally, the course will include an introduction to phylogenetics tools (reading and constructing trees) for studying macroevolutionary events (diversification, extinction) and tracing changes in character states, in particular by integrating fossil data.

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- Physiology of major functions: anatomy and functions of the cardiovascular, respiratory, renal, and digestive systems.

- Cellular and molecular biology 3: cytoskeletal function, cell adhesion, protein trafficking and study methods, cell cycle regulation, immunoprecipitation, fluorescence videomicroscopy, RNA interference, overexpression, gene expression regulation: transcriptional regulation (repressor, activator) and attenuation in prokaryotes, mechanisms of expression regulation in eukaryotes.

See the full page

The 10th grade computer science course taught at the high school focuses on advanced concepts in algorithms and programming:

# Tree data structures: binary trees, heaps, ABRs, priority queues

# Sort by pile, lower bound on sort

# Graph structure: representations (adjacency matrices, edge lists, neighbor lists)

# Basic algorithms (connectivity, depth-first and breadth-first search, topological sorting)

# Distance calculation (Dijkstra, implementation with heap)

# Introduction to object-oriented programming (encapsulation, late binding, classes, methods, etc.)

# Programming in Python

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This modern language course focuses on written and oral English, with particular emphasis on oral expression.

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This compulsory course will enable students to deepen the skills they acquired in "Biochemistry S3." It will enable them to understand cellular metabolism by:

-understanding bioenergetics in order to study the processes by which living cells convey, transmit, use, accumulate, and release energy;
-the study of catabolism and anabolism of carbohydrates, lipids, nucleotides, amino acids, and the metabolic interactions between these pathways.

- the description of metabolic disorders.

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In this introductory course to genetic analysis, the objectives are to learn the terms, principles, concepts, and methods used in formal genetics, as well as their fields of application, particularly in human and medical genetics. This course covers the genetics of transmission (Mendelian and non-Mendelian), quantitative genetics, and concepts of population genetics. Throughout the course, close links are established between classical genetics and molecular genetics.

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This course aims to broaden the knowledge acquired previously to different areas of microbiology, particularly microbial ecology.

It will address pathogenic relationships, but will also present examples of symbiotic associations. It will discuss the applications of microorganisms in biotechnology. It will describe how antibiotics work and the associated resistance phenomena, as well as their impact.

The EU will address the concept of viral ecology by presenting the place and role of viruses in ecosystems. The case of bacteriophages will be addressed more specifically, and the mechanisms of bacterial resistance to phage infection will be detailed. The different types of viral infection in animals will be presented (acute and persistent infections) and illustrated through the study of the pathogenesis of selected viral infections.

Knowledge about microorganisms will be expanded through the study of Archaea and a model eukaryotic organism, yeast.

The practical work will focus on performing and interpreting an antibiogram, and on titrating bacteriophages.

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This course, similar in spirit to the first-year project, is an introduction to the research process, more advanced than in the first year: it includes immersion in a research laboratory, a bibliographic study, and the completion of a project involving the study of a biological context, the acquisition of experimental or observational data, and the implementation of a modeling and/or numerical simulation approach.

See the full page

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Second-year mathematics program, taught at Lycée Joffre:

# Linear algebra refresher and Euclidean geometry supplements

# Advanced Probabilities

# Additional analysis of functions of a variable

# Functions of several variables

See the full page

General knowledge (epistemology and philosophy):

# history of ideas

# epistemology of science and digital technology

#argumentation and communication

See the full page

Introduction to the use of data mining methods:

# Motivations, areas of application

# Data mining tasks (classification, estimation, prediction, etc.)

# Data processing (pre/post-processing)

# Supervised learning (Bayesian method, k-nearest neighbors, neural networks, etc.)

# Unsupervised learning (k-means)

# Evaluation of methods

# Data mining software (R, Scikit, Weka, etc.)

See the full page

The EU extends an EU from L2 S3 focusing on describing the morpho-anatomical characteristics of the major organizational plans of metazoans found in current and past faunas, as well as explaining their origin and dynamics of appearance through the acquisition of skills in paleontology and zoology. In S4, it will mainly explore the major subdivisions within protostome organisms, namely lophotrochozoans (annelids, mollusks, brachiopods, etc.) and ecdysozoans (arthropods, nematodes, etc.), while highlighting their phylogenetic relationships and their socio-economic importance or impact. The course is traditionally divided into lectures and tutorials, which will mainly aim to illustrate and support aspects related to the biodiversity of taxa, and practical work in sessions aimed at acquiring skills, in particular and necessarily through the performance of certain dissections.

See the full page

This course continues the training of students in applied mathematics, particularly the use of statistical tools:

# Concepts of populations and random samples.

# Estimators.

Mean square error and bias-variance decomposition.

# Hypothesis testing: null hypothesis, alternative hypothesis. Type I and Type II errors. Power of a test. Test statistic, rejection region. Examples of classical tests.

See the full page

The objective of this EU is to understand evolutionary processes at both the micro- and macro-evolutionary scales.

Using examples, manipulations, and accessible modeling, the lessons will aim to present in a concrete and quantitative manner the effects of the four evolutionary forces operating at the individual and population levels (mutation, migration, selection, and drift). The integration of these microevolutionary processes on larger time scales (e.g., differentiation between lineages, speciation) will then be addressed. Finally, the course will include an introduction to phylogenetics tools (reading and constructing trees) for studying macroevolutionary events (diversification, extinction) and tracing changes in character states, in particular by integrating fossil data.

See the full page

- Physiology of major functions: anatomy and functions of the cardiovascular, respiratory, renal, and digestive systems.

- Cellular and molecular biology 3: cytoskeletal function, cell adhesion, protein trafficking and study methods, cell cycle regulation, immunoprecipitation, fluorescence videomicroscopy, RNA interference, overexpression, gene expression regulation: transcriptional regulation (repressor, activator) and attenuation in prokaryotes, mechanisms of expression regulation in eukaryotes.

See the full page

The 10th grade computer science course taught at the high school focuses on advanced concepts in algorithms and programming:

# Tree data structures: binary trees, heaps, ABRs, priority queues

# Sort by pile, lower bound on sort

# Graph structure: representations (adjacency matrices, edge lists, neighbor lists)

# Basic algorithms (connectivity, depth-first and breadth-first search, topological sorting)

# Distance calculation (Dijkstra, implementation with heap)

# Introduction to object-oriented programming (encapsulation, late binding, classes, methods, etc.)

# Programming in Python

See the full page

The EU addresses the different groups of plants ("algae," "cryptogams," spermatophytes), specifying for each of them their phylogenetic position and nature (monophyletic or paraphyletic group), their origin, and their specific characteristics in terms of morphology, anatomy, reproduction, and ecology.

Four grades present the different groups of plants: Grade 4, diversity of "algae"; Grade 5, biological cycles of "algae"; Grade 6, "cryptogams"; Grade 7, spermatophytes.

Six tutorials cover cross-disciplinary concepts based on oral and written exercises: Tutorial 1, Biological Cycles; Tutorial 2, Endosymbiosis; Tutorial 3, Interactions; Tutorial 4, Adaptation; Tutorial 5, Polyploidy; Tutorial 6, Phylogeny.

Six practical sessions illustrate the concepts covered in lectures and tutorials using living material: PS1, "algae"1; PS2, "algae"2; PS3, "bryophytes"; PS4, "pteridophytes"; PS5, Gymnosperms, vegetative system; PS6, Gymnosperms, reproduction.

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Functional ecology aims to provide a solid foundation for understanding how terrestrial ecosystems function, particularly the role played by living organisms in material flows within these ecosystems. The main processes addressed are primary production, consumption relationships (particularly herbivory), and the decomposition and transformation of soil organic matter. For each of these processes, particular attention is paid to (1) the link between the strategies of organisms and their function in the ecosystem, and (2) basing the presentation of concepts on field observations, highlighting characteristics of organisms or the ecosystem that students may encounter during field trips.

This course thus fits between a broader introduction to ecology in S1 (HLBE304) and provides the necessary concepts for the L3 course in community ecology.

The emphasis is on practical aspects, particularly through a series of group practical assignments, in which a simple but scientifically relevant hypothesis will be tested experimentally using an appropriate protocol.

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This modern language course focuses on written and oral English, with particular emphasis on oral expression.

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This course, similar in spirit to the first-year project, is an introduction to the research process, more advanced than in the first year: it includes immersion in a research laboratory, a bibliographic study, and the completion of a project involving the study of a biological context, the acquisition of experimental or observational data, and the implementation of a modeling and/or numerical simulation approach.

See the full page

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This practical work unit aims to apply students' knowledge of microbiology and molecular biology to identify bacteria in the environment.

Quantitative and qualitative analysis of the bacterial population present in a soil sample is typically performed by identifying species using conventional bacteriological methods in successive stages: 1) isolation of the bacterial flora; 2) diagnosis of family and genus using conventional media and tests; 3) diagnosis of species using API System galleries.

Molecular biology techniques now make it possible to identify bacteria present in a sample without the need for culture. This approach requires access to a sequencing platform and will also be carried out in practical work, allowing the two approaches to be compared. The sequencing results obtained will enable bioinformatic analysis of the rrsA gene specifying the 16S RNA of the isolated bacteria.

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This course describes the methodology used by life science researchers to communicate the results of their experiments, both in writing and orally. As English is the common language of international researchers, a large part of this course is taught in English.

Written communication is addressed through the study of the (macro) structure of a research article and an examination of the publication process in scientific journals. Several elements of written structure (micro) are examined in order to understand the differences between scientific English and literary English: clarity, cohesion, and coherence.

These studies are supplemented by a supervised project during the semester, in which students are required to analyze a research article recently published in scientific literature and transcribe it in the form of an oral presentation (conference) in English.

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This EU is a logical continuation of the S4 EU (Fundamentals of Physiology and Immunology) and aims to deepen knowledge of fundamental, applied, and clinical immunology. We will also address "unconventional" concepts in immunology and develop innovative immunotherapy strategies. This course unit will cover all topics related to modern immunology and will be strongly oriented towards the clinical aspects of this discipline.

 Keywords

Fundamental immunology, Anti-infectious immunity, Immunotherapy, Vaccination, Autoimmunity, Immune deficiencies, Anti-cancer immunity, Non-conventional immunity

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Molecular biology is not only a fascinating subject in its own right, but it also provides other biological disciplines (cell biology, genetics, physiology, etc.) with fantastic tools for modifying and quantifying genes and their products.

The EU is deepening its understanding of the mechanisms involved in the organization, maintenance, replication, and expression (transcription, post-transcriptional modifications, translation) of eukaryotic genomes.

In particular, we will explore the properties of information-carrying macromolecules (DNA, RNA, proteins) and how interactions between them explain the functioning of eukaryotic cells and their adaptation to the environment and the development of organisms.

At the same time, the main techniques used to monitor or modify gene expression, or to study the mechanisms of this expression, will be presented in lectures and explored in greater depth in tutorials through the analysis of results.

Thus, the tutorials address these topics in the form of (1) exercises that allow students to test their understanding of the knowledge described above, and (2) experiments taken from scientific articles for analysis. In this way, the fundamentals of scientific reasoning and critical analysis of results will be acquired and/or further developed.

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This course unit aims to deepen students' knowledge of microbiology for those who wish to pursue further studies in this discipline.

She will discuss molecular genetics applied to prokaryotes (mobile genetic elements and resistance, CRISPR, 2-component system, quorum sensing, horizontal transfers, etc.) and the specificities of bacterial metabolism.

Bacteria with a particular morphology will be presented.  

In virology, the pathophysiology of viral infections, as well as the prevention and control of viral diseases, will be presented. Mechanisms of immune evasion will be detailed. Mechanisms of viral evolution will be described and linked to viral emergence.

The parasitic lifestyle of certain eukaryotic microorganisms will be illustrated by describing their obligatory intracellular development and the changes in the host cell induced by these parasites.

Finally, the EU will address the concept of microbiota and present the latest data on the nature of human microbiota and its role in health.

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This course is a specialization module in Functional Plant Biology that addresses the mechanisms underlying the major stages of plant development.

It draws on knowledge derived mainly from the model plant Arabidopsis thaliana and addresses the following concepts from a molecular, cellular, and physiological perspective:

• Roles and functioning of the main plant hormones.
• Development of male and female gametes, fertilization.
• Development of the embryo, seed, and fruit.
• Functioning of root and shoot meristems (vegetative and floral).
• Flower architecture.
• Adaptive development mechanisms in response to abiotic factors: light, gravity, cold.

Certain aspects of development will also be analyzed from an evolutionary perspective by studying the role of developmental genes in the diversification and evolution of developmental processes in terrestrial plants (evolution of the root system, floral architecture, etc.).

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This course describes the methodology used by life science researchers to communicate the results of their experiments, both in writing and orally. As English is the common language of international researchers, a large part of this course is taught in English.

Written communication is addressed through the study of the (macro) structure of a research article and an examination of the publication process in scientific journals. Several elements of written structure (micro) are examined in order to understand the differences between scientific English and literary English: clarity, cohesion, and coherence.

These studies are supplemented by a supervised project during the semester, in which students are required to analyze a research article recently published in scientific literature and transcribe it in the form of an oral presentation (conference) in English.

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Bioinformatics is a discipline at the crossroads of computer science, mathematics, and life sciences. It relies in particular on the use and development of computer tools for analyzing massive amounts of biological data. Ultimately, this big data can be organized into online searchable databases so that users can extract data relevant to a biological problem.

The "Bioinformatics Applied to Plant Biology" teaching unit aims to familiarize students with the use of databases and offer an introduction to data exploration using R software.

Almost all of the teaching will take the form of practical case studies in the computer lab in small groups of students.

In the first part, students will learn the basics of the R programming language, enabling them to organize and clean their raw data so that it can be fully exploited for subsequent analysis. They will then learn how to produce clear graphical representations based on biological data. Particular attention will be paid to writing reusable scripts and choosing the appropriate graphics for the calculations, depending on the biological question.

In the second part, students will use general databases such as NCBI or databases exclusively dedicated to the model plant Arabidopsis (TAIR) to perform data mining.

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Molecular biology is not only a fascinating subject in its own right, but it also provides other biological disciplines (cell biology, genetics, physiology, etc.) with fantastic tools for modifying and quantifying genes and their products.

The EU is deepening its understanding of the mechanisms involved in the organization, maintenance, replication, and expression (transcription, post-transcriptional modifications, translation) of eukaryotic genomes.

In particular, we will explore the properties of information-carrying macromolecules (DNA, RNA, proteins) and how interactions between them explain the functioning of eukaryotic cells and their adaptation to the environment and the development of organisms.

At the same time, the main techniques used to monitor or modify gene expression, or to study the mechanisms of this expression, will be presented in lectures and explored in greater depth in tutorials through the analysis of results.

Thus, the tutorials address these topics in the form of (1) exercises that allow students to test their understanding of the knowledge described above, and (2) experiments taken from scientific articles for analysis. In this way, the fundamentals of scientific reasoning and critical analysis of results will be acquired and/or further developed.

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Functional genetics aims to better understand the relationships between genotype and phenotype. This course integrates the various aspects of gene and genome function analysis at the whole-genome level using in vivo approaches, as well as transcriptional regulation and regulation of eukaryotic genome expression. The course is illustrated with concrete examples in developmental genetics in physiological and pathological contexts.

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This course offers an in-depth study of the structural biochemistry of biomolecules, particularly proteins and nucleic acids.

The basic concepts and nomenclature used for analyzing 3D protein structures are briefly reviewed (Ramachandran diagram, structural motifs and domains, folding, family, superfamily, etc.). These concepts are supplemented by a study of the stability and dynamics of biomolecules.

The structural classification of proteins is detailed according to the four main types of folding. Structure-function relationships are illustrated using examples of proteins. The specific characteristics of membrane protein structures (integral proteins, membrane-bound proteins) are discussed.

The main tools for modeling and predicting secondary and tertiary structures are presented.

The different structures and functions of nucleic acids are studied. Protein-nucleic acid complexes are described from a structural point of view (main recognition motifs, etc.) and the concepts of recognition specificity are detailed.

This teaching is illustrated in tutorials. These tutorials consist of familiarizing students with the main databases used in structural biology, as well as with the PyMol software for analyzing 3D structures.

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This course provides fundamental knowledge in formal and structural enzymology.

- The first part of this course deals with formal kinetics (study of reaction rates, determination of the order of a reaction, equilibrium and kinetics, reversible and balanced reactions). The experimental aspects are presented in parallel (determination of kinetic constants by spectrophotometry, fluorescence, radioactivity, immunoassays, etc.).

- The second part of the course focuses on the study of single-substrate enzyme kinetics.

Definition of an enzyme, catalyst. Enzyme nomenclature (EC)

Michaelis kinetics. Michaelis-Menten equation. Definition of enzyme parameters,_KM, maximum velocity, catalytic constant, turnover. Different graphical representations (Lineweaer-Burk, Eadie-Hofstee). 

The different types of inhibition are also studied (competitive, noncompetitive, mixed) as well as their graphical representation.

Determination of inhibition constancy. Irreversible inhibitors.

Reaction rate. Arrhenius law.

- The third section focuses on describing multi-substrate enzyme kinetics from a formal perspective. With ternary complexes. Random or ordered mechanism.

Without ternary complex. Ping-Pong mechanism, Theorell-Chance. Cleland representation.

Graphical determination.

- The fourth part concerns equilibrium bonds and allostery.

Receptor-ligand/enzyme-substrate binding. Determination of the dissociation (or association) constant. Specific and non-specific binding.

Demonstration and graphical representation of Scatchard. Allosteric receptors (or enzymes). Non-Michaelian enzyme. Concept of cooperativity. Positive and negative cooperativity. Hill number, Hill graph.

Allosteric regulation models are presented. Allostery. Cooperative models: concerted (Monod-Wyman-Changeux) and sequential (Koshland-Nemethy-Filmer). Role of effectors, activators, or inhibitors. Example of hemoglobin and oxygen binding.

- The fifth part of the course links enzyme structures and their function using several examples. Description of the 3D structures and catalytic mechanisms of acetylcholinesterase, proteases, and nucleoside diphosphate kinase. Concept of catalytic triad, binding pocket, etc. 

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This course describes the methodology used by life science researchers to communicate the results of their experiments, both in writing and orally. As English is the common language of international researchers, a large part of this course is taught in English.

Written communication is addressed through the study of the (macro) structure of a research article and an examination of the publication process in scientific journals. Several elements of written structure (micro) are examined in order to understand the differences between scientific English and literary English: clarity, cohesion, and coherence.

These studies are supplemented by a supervised project during the semester, in which students are required to analyze a research article recently published in scientific literature and transcribe it in the form of an oral presentation (conference) in English.

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Molecular biology is not only a fascinating subject in its own right, but it also provides other biological disciplines (cell biology, genetics, physiology, etc.) with fantastic tools for modifying and quantifying genes and their products.

The EU is deepening its understanding of the mechanisms involved in the organization, maintenance, replication, and expression (transcription, post-transcriptional modifications, translation) of eukaryotic genomes.

In particular, we will explore the properties of information-carrying macromolecules (DNA, RNA, proteins) and how interactions between them explain the functioning of eukaryotic cells and their adaptation to the environment and the development of organisms.

At the same time, the main techniques used to monitor or modify gene expression, or to study the mechanisms of this expression, will be presented in lectures and explored in greater depth in tutorials through the analysis of results.

Thus, the tutorials address these topics in the form of (1) exercises that allow students to test their understanding of the knowledge described above, and (2) experiments taken from scientific articles for analysis. In this way, the fundamentals of scientific reasoning and critical analysis of results will be acquired and/or further developed.

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Functional genetics aims to better understand the relationships between genotype and phenotype. This course integrates the various aspects of gene and genome function analysis at the whole-genome level using in vivo approaches, as well as transcriptional regulation and regulation of eukaryotic genome expression. The course is illustrated with concrete examples in developmental genetics in physiological and pathological contexts.

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This course unit allows students to deepen their knowledge of metabolism. It provides a comprehensive overview of human metabolism, emphasizing the links between different metabolic pathways. It also shows how different tissues communicate to maintain overall energy homeostasis. Disruptions in this metabolism that cause certain diseases will be presented.

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Students will be required to conduct a bibliographic analysis on a topic of their choice, approved by the EU officials. Under the supervision of a teacher-researcher, students will have to answer the questions they raise through an analysis of the available bibliography. They will have to review the state of the art in their field of work, identify areas of uncertainty and controversy, and open questions that remain to be resolved. They will be required to carry out a genuine critical scientific analysis of the available bibliography, rather than simply summarizing it. They will be required to follow the conventions for writing a scientific article, which involves citing sources, synthesizing information through illustration, problematization, and summarizing scientific results.

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This course builds on the Evolutionary Foundations course to introduce key concepts in evolutionary ecology in order to understand and formalize, in a simple way, the evolutionary and ecological mechanisms that shape biodiversity at different scales of integration.

This course unit is designed as a coherent whole, with lectures, tutorials, and practicals complementing each other. Concepts are introduced through examples and then formalized using mathematical models, which are tested against experiments and real-world data.

It will cover population dynamics (intra- and interspecific competition) and ecological niche, and will detail the mechanisms of evolution and their genetic consequences at the population level: natural selection (including sexual selection), the influence of reproductive regimes, and genetic drift. The tutorials will enable students to grasp the mathematical formalization of concepts covered in class and their simple computer modeling, as well as data set analysis. The practicals will enable small groups to carry out and analyze two experiments, each lasting one month (with a report and oral presentation), in order to develop scientific methodology and reasoning.

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The EU is organized into five main themes:

Topic 1: Genetic mapping and recombination. Concepts of molecular biology related to gene expression, DNA repair, and epigenetic processes.

Theme 2: Introduction to molecular evolution: Measuring the intensity of selection in genetic divergence. Molecular clock and variation in rates of evolution created by the action of natural selection. Neutral theory of evolution.

Theme 3: Introduction to genomics: composition and size of genomes. Importance of repeated elements. Concept of genetic linkage and local selection effects. Influence of demography.

Theme 4: Molecular tools for biodiversity: Barcoding, eDNA, metabarcoding. Molecular taxonomy. Limitations related to hybridization. Applications in conservation.

Theme 5: Extranuclear heredity . Symbiosis, parasitism, and co-evolution (intracellular: e.g., Wolbachia). Extended concept of phenotype.

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This teaching unit will aim to address the elements necessary for understanding the lifestyle of large groups of single-celled organisms that form the basis of ecosystem functioning (viruses, bacteria, archaea, and single-celled eukaryotes, etc.). The courses cover the biological organization of each type of organism, their modes of reproduction, and their diversity, leading to concepts of ecology. We will discuss the role of these microorganisms in the functioning and dynamics of ecosystems, considering the interactions that these organisms have with other living beings (the concept of "symbiosis" in all its forms).

The practical work will enable:

 - the implementation of techniques enabling bacterial enumeration (CFU) and the identification of a particular strain from an environmental sample

 - highlighting the diversity of phytoplankton (single-celled algae) in aquatic environments (freshwater)

 - highlighting the specificity of interactions between bacteria and bacteriophages

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The main objective is to learn the basics of comparative anatomy of chordates, so that they can be compared and classified, before tracing the key stages of their evolutionary history. The lessons are integrative in that they draw on both current organisms and the fossil record to document the evolutionary history of the clade in its entirety and in all its aspects. Anatomical, biomechanical, phylogenetic, and ecomorphological approaches will be addressed in lectures to illustrate the diversity and major characteristics of chordates. Practical work (and tutorials) will illustrate the evolution of the diversity of integuments, the skeleton, musculature, and the digestive and respiratory systems over long periods of time.

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This course is a natural continuation of the course " Quantification of Risk " (HAV424B) presented in S4. It aims to provide the concepts for constructing experimental protocols that answer biological questions and to associate them with appropriate models for analyzing variability. The first part will be devoted to the construction of experimental protocols that can answer a multitude of questions in the life sciences, i.e., taking into account the inevitable dependence of statistical individuals, such as kinship, spatial or temporal structure of populations. This part will provide an opportunity to address the concepts of fluctuation, replication, and pseudo-replication, which will be taken into account in the models constructed in the second part of the course. The second part will focus on demonstrating the link between the experimental protocol carried out and the modeling of the variability of a quantitative response variable, through the construction of models including several qualitative or quantitative variables. Particular attention will be paid to the conditions for applying these methods, type I and II errors, methods for estimating the parameters of the models constructed (including likelihood), and the interpretation of the estimated parameters. Each concept will be illustrated by the analysis of real biological data from several topics, helping students to discover not only modern and current biological issues but also the tools developed to address them. Practical work using R will enable students to independently perform analyses on published biological cases.

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This course describes the methodology used by life science researchers to communicate the results of their experiments, both in writing and orally. As English is the common language of international researchers, a large part of this course is taught in English.

Written communication is addressed through the study of the (macro) structure of a research article and an examination of the publication process in scientific journals. Several elements of written structure (micro) are examined in order to understand the differences between scientific English and literary English: clarity, cohesion, and coherence.

These studies are supplemented by a supervised project during the semester, in which students are required to analyze a research article recently published in scientific literature and transcribe it in the form of an oral presentation (conference) in English.

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Through practical work sessions, study of different physiological regulations in animals.

Acquisition of surgical techniques in rats to determine blood volume, osmotic diuresis and renal permeability, the action of adrenaline and insulin on blood sugar levels, inulin clearance, and the mechanisms of glucose transport across the intestinal wall.

Study of the mechanical and electrical functioning of the frog heart.

Learning all the elements necessary to successfully complete the required practical work protocol in order to obtain results and compile a report.

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This EU is a logical continuation of the S4 EU (Fundamentals of Physiology and Immunology) and aims to deepen knowledge of fundamental, applied, and clinical immunology. We will also address "unconventional" concepts in immunology and develop innovative immunotherapy strategies. This course unit will cover all topics related to modern immunology and will be strongly oriented towards the clinical aspects of this discipline.

 Keywords

Fundamental immunology, Anti-infectious immunity, Immunotherapy, Vaccination, Autoimmunity, Immune deficiencies, Anti-cancer immunity, Non-conventional immunity

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The objective of this teaching unit is to provide an integrated approach to the functioning of the nervous system, drawing on several disciplines within neuroscience (neurodevelopment, functional neuroanatomy, neuroimaging, cognitive neuroscience) and focusing on complex brain functions.

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The objective of this EU is the morpho-functional study of cells in the nervous system (neurons, glial cells), namely: the description of the mechanisms involved in neuronal excitability (generation and propagation of action potentials) and neurotransmission (mechanisms of neurotransmitter release and synthesis, and the structure and function of neurotransmitter receptors). The concepts of synaptic plasticity are also developed.

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The cardiovascular physiology course aims to describe and acquire knowledge about the functioning of the cardiovascular system of the whole animal at the molecular and cellular levels. Topics covered will include cardiac contraction, regulation of cardiac electrical activity (electrocardiogram and ion channels), regulation of blood pressure and baroreflex, and regulation of cardiovascular functions by the autonomic nervous system.

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This course builds on the Structural Biochemistry course in S5. Students will learn the basic concepts of the different approaches used for multi-scale structural characterization and the analysis of macromolecular interactions. The advantages and limitations of all the tools will be highlighted so that students can understand how they complement each other and know how to use them in an integrated way to answer a given biological question. 

The tutorials will be a mix of structural analysis using visualization tools (such as Pymol) and analysis of articles using a combination of the approaches studied in CM. Students will then be required to conceptualize their own experimental project to address a given problem.

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The course provides a comprehensive overview of the concepts required for mathematical modeling in biology. The focus is on linear and nonlinear dynamic systems in one and two dimensions. The course begins with essential concepts in linear algebra: matrices, systems of linear equations, geometric interpretation of the solutions to these systems as vectors and subspaces (line, plane, etc.). The theory of vectors and eigenvalues of matrices is introduced in relation to linear dynamic systems. For nonlinear dynamical systems, we present the qualitative theory of differential equations (attractors, phase portraits, zero-level isoclines) as an alternative to the often complicated calculation of solutions. The tutorial covers a large number of biological models used in ecology, epidemiology, oncology, and systems biology.

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This course unit allows students to consolidate and deepen their practical management of the large amount of experimental data obtained during a week of practical work in a block period (5 consecutive days). This data is obtained following the development of numerous different protocols, with a view to ensuring the best possible reproducibility of the preparations carried out and the fastest possible execution in the preparation, implementation, and analysis of the various experiments. A high degree of autonomy in the implementation of protocols will be encouraged, ultimately leading to experimental mastery and autonomy. These practical sessions also allow for group work (in pairs or threes, depending on capacity and numbers) and the writing of a report detailing the protocols carried out, all the experimental data obtained, and their analysis in order to determine a wide range of biochemical parameters. A significant part of the assessment will be based on the students' ability to generate, manage, exploit, and analyze raw experimental data with the utmost rigor.

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As part of this course, students will learn experimental principles based on the manipulation of nucleic acids. Lectures will focus on two main areas:

1. Implementation of molecular tools (cloning, nucleic acid analysis, vectorology) ii. Their applications (recombinant protein expression, genomic banking, transgenesis, CRISPR/CAS9 system, etc.) and reflection on the concept of ethics in biology.

The tutorials will consist of:

- Analysis of articles presenting issues to be resolved using the knowledge acquired in the course. The topics chosen will, as far as possible, refer to parallel L3 teaching units. These articles will be presented by students in the form of oral presentations by groups of 3 to 4 students to the whole class.

- Sessions reserved for the use of basic bioinformatics tools in the computer lab.

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Systems biology offers the possibility of understanding how living organisms function at different levels of their organization. This course will focus primarily on the subcellular level. At this level, systems biology models integrate several levels of interaction from the transcriptome, proteome, and metabolome. Predictions from in silico models can be used in biomedical research to understand multifactorial diseases and optimize drug treatments, in bioengineering to synthesize genomes with optimized properties and functions (synthetic biology), and to guide fundamental research on the principles of how living organisms function. The course includes a theoretical component (lectures and tutorials on gene, signaling, and metabolic network modeling) and a practical component (computer labs using Matlab software).

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After defining intensive agriculture and analyzing its risks and benefits, this module will enable students to reflect on the various possible avenues for developing agriculture using an agroecological approach. Examples such as biopesticides, ecological intensification, and soil management will be explored. A visit to a company working towards sustainable agriculture is also organized. The site visited varies from year to year depending on student preferences and company availability. Examples of visits made as part of this module include Bayer, Vilmorin, Geves, CTIFL, and sudExpé.

Licensed.

Students will be asked to present a project or business plan that develops innovative proposals to change farming practices or any other use of plant products in order to reduce environmental impact.

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This course unit presents the main functions of carbon, mineral, and water nutrition in plants, which ensure their autotrophy (the production of their biomass). It will provide the necessary foundations for understanding the fundamental mechanisms of nutrient absorption, distribution, and assimilation. The course unit will consist of two main parts, one dedicated to mineral nutrition and the other to carbon nutrition.

After reviewing the properties of plant membranes and walls and the concepts of transmembrane transport, the part of the EU dedicated to mineral nutrition will teach the mechanisms of water absorption and circulation, root absorption, subcellular compartmentalization and mineral distribution, as well as nitrogen assimilation metabolism.

The chapter on carbon nutrition will present how chloroplasts function in plant cells, photosynthesis (capturing light energy and synthesizing the first carbon compounds), the production of organic compounds, and their allocation within the plant.

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This EU is a module for discovering scientific research in fundamental or applied plant sciences. Students must complete an internship of 10 weeks or more (which may continue into the summer) in a research laboratory (CNRS, INRAE, IRD, CIRAD), in an applied research organization such as GEVES, CTIFL, SudExpe, Serfel, IFV, or in a private company such as Staphyt, AgroXp, or Vilmorin. CIRAD), an applied research organization such as GEVES, CTIFL, SudExpe, Serfel, IFV, or a private company such as Staphyt, AgroXp, or Vilmorin. There are many internship opportunities in this field in the Montpellier area.

This is a module designed to help students enter the professional world by connecting them with key players in the field of plant agricultural sciences, giving students the opportunity to:

• apply the techniques learned in the various courses of the BiPAgro Bachelor's degree program.
• to face the professional environment
• to develop your own career plan and enhance your resume

Students write a thesis that they defend before a panel composed of faculty members, researchers, and/or field technicians/engineers. 

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Bacteriology:

Through various examples, students will gain a better understanding of the concept of pathogenicity in relation to bacterial virulence. The means and mechanisms used to manipulate the body's cells at the mucosal level in order to penetrate the internal environment, i.e., invasive power, will be discussed, as well as the perception of environmental signals and the integration of these signals in order to coordinate the response of prokaryotes so that they adopt group behavior. The description of a few examples of toxins and modulins related to colonization and/or invasion will provide a better understanding of the differences in strategies between prokaryotic pathogens. Finally, the concept of microbiota and its influence on the functioning of the organism, as well as its involvement in the development of certain pathologies, will be discussed.

Immunology:

The Immunology section covers the basics of how the immune system works during infection. From the initiation and progression of the inflammatory response when non-self signals are recognized by the innate immune system (PRR-PAMP) to the mechanisms of cell activation and the cellular responses generated, we can appreciate the diversity of possibilities offered by the various players in immunity. In addition, the sequence of events leading to the orientation of the immune response and the acquisition of lasting protection during the adaptive phase will provide a better understanding of the vaccine strategy. Finally, intestinal mucosal immunity will be discussed in the context of the relationship between the host and the microbiota.

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The molecular biology practical aims to enable students to work independently with molecular biology protocols and introduce them to hypothesis-driven research. Students will have six days to respond to a biological problem that will be presented to them. This will allow them to put some of the techniques covered in their theoretical classes into practice in a laboratory setting, thereby gaining a better understanding of them.

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The courses will cover the fundamentals and principles of microbial ecology (microbial biodiversity; cultivable/uncultivable microorganisms;   major microbial groups, key microbial functions and biogeochemical cycles, microbial metabolisms in the environment and environmental applications, ecology fundamentals applicable to microorganisms (microbial interactions, free-living, competition, collaboration, symbiosis , parasitism and their applications). The following will be covered in particular by way of illustration:

- viruses: the concept of emergence and reemergence

-Vibrio bacteria, virulence factors, host adaptation, and horizontal transfer

-streptococci, comparative genomics, genome reduction, specialization

 Applications of microbial ecology to biotechnology will concern: detection, inoculum production, bioproductions, bioremediation, and water treatment using concrete examples (development of multi-pathogen detection tools that take mutation into account, production of a flavor enhancer by a soil corynebacterium, applications of the study of microbial interactions to the selection of cheese flavors, quality index of wine-growing soil, etc.).

Lab work: water analysis, principles, standards, applications: total 6 hours

TD/personal work based on the results of the practical work: design of a water purification model in a real-life situation (cadastral data, topological survey, total fecal coliform load from practical work, student presentations on the different types of (micro)water treatment plants, etc.). The aim is to propose a conceptual solution adapted to the specific case.

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As part of this course, students will learn experimental principles based on the manipulation of nucleic acids. Lectures will focus on two main areas:

1. Implementation of molecular tools (cloning, nucleic acid analysis, vectorology) ii. Their applications (recombinant protein expression, genomic banking, transgenesis, CRISPR/CAS9 system, etc.) and reflection on the concept of ethics in biology.

The tutorials will consist of:

- Analysis of articles presenting issues to be resolved using the knowledge acquired in the course. The topics chosen will, as far as possible, refer to parallel L3 teaching units. These articles will be presented by students in the form of oral presentations by groups of 3 to 4 students to the whole class.

- Sessions reserved for the use of basic bioinformatics tools in the computer lab.

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The EU aims to acquire knowledge of fundamental and applied virology, with a focus on an integrative approach to the discipline. It will present the specificities of host-virus interactions and the pathophysiology of viral infections in different types of hosts (vertebrates/insects/plants). It will address aspects of viral ecology, emergence, and associated risks to human and animal health. Finally, the EU will present the research methods used, virological detection and diagnostic tools, and applications of viruses in biotechnology.

The EU will be taught in the form of lectures, tutorials (analysis of current scientific articles and oral presentations) and practical work illustrating the lectures and tutorials (virus amplification and purification and quantification using reference techniques).

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The EU aims to provide an overview of the diversity of angiosperms, approached both through the prism of the most recent phylogenies proposed bythe Angiosperm Phylogeny Group ( APG). This phylogenetic framework will be supported throughout the EU by concrete observation of the vegetative and floral characteristics of a selection of taxa distributed across the entire phylogeny, in order to identify the synapomorphies of the main clades, any homoplasies, and adaptations (floral biology, pollination, trophic interactions, etc.).

Students also learn about the diversity of angiosperms from a floristic perspective by creating a herbarium of species generally found in the Mediterranean region. This gives them an opportunity to familiarize themselves with the use of a flora and digital identification tools (Pl@ntNet, e-Flore by Tela Botanica, etc.).

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Through five major themes, we will make the connection between the principles of evolution and evolutionary ecology seen in previous teaching units in a fundamental way and current societal applications.

These five major themes are: human evolution, biodiversity conservation, the domestication of animal and plant species, evolutionary medicine, and major global crises and disruptions.

Two sessions on understanding and oral presentation of scientific articles are held in conjunction with the course "Evolutionary Ecology and its Applications."

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At the end of this course, students will have acquired the basic knowledge necessary to prepare and carry out scientific communication activities tailored to a target audience, both orally and in writing. They will also be able to design educational materials and awareness-raising workshops for the general public.

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Universities are often perceived as inaccessible places for a large part of society. As part of the UniverlaCité program, which aims to bring the university to priority neighborhoods, students will develop science workshops for schoolchildren in priority education areas. 

The EU will offer students the opportunity to:

1- share their own experiences and leverage the knowledge they have acquired at university in order to best meet the needs of society.

2- Reveal and develop scientific communication skills through the development and implementation of educational materials tailored to the target audience.

The EU will take the form of tutorials and project monitoring (SPS) on predefined topics. The socio-cultural situation of sensitive urban areas will be addressed during the first tutorial. This first tutorial will also serve to lay the foundations for the EU, present the UniverlaCité program in detail, and give a broad overview of scientific mediation.

The following tutorials will serve as sessions during which students, divided into groups, will be asked to propose activities to be implemented. The constraints imposed on them by the teaching team will be: the target audience, the theme (which will be defined by the teaching team and renewed each year), and the need to propose activities outside the school grounds.

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The major human and animal health challenges linked to global changes, namely:

• the degradation of natural environments, leading to a decline in the quality of natural resources (various forms of pollution) and a loss of biodiversity
• climate change
• the artificialization of living environments
• new therapeutic approaches
• globalization of trade
• the standardization of lifestyles

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Through five major themes, we will make the connection between the principles of evolution and evolutionary ecology seen in previous teaching units in a fundamental way and current societal applications.

These five major themes are: human evolution, biodiversity conservation, the domestication of animal and plant species, evolutionary medicine, and major global crises and disruptions.

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This course provides an introduction to the ecology of continental freshwater ecosystems and marine ecosystems, as well as to the interface environments between these two compartments, namely mangroves, estuaries, and deltas.  They will be approached from the perspective of both their structure and their functioning, emphasizing their similarities and differences, as well as the abiotic and biotic factors that govern the organization of the communities of organisms that inhabit them.

They should provide an overview of these ecosystems or hydrosystems and how they function at various scales.

The first part of the course is devoted entirely to theoretical teaching, while the second part consists of introductory sessions to field trips, the field trips themselves, and practical sessions in which the data collected in the field is analyzed and shared.

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Molecular tools are an integral part of studies aimed at describing and characterizing biodiversity. The EU will aim to present various molecular approaches (barcoding, metabarcoding, environmental DNA, etc.) that enable (1) the description, characterization, and quantification of this diversity at intra- or interspecific, population, or ecosystem levels, and (2) the presentation of their areas of application at different timescales and spatial scales. The EU will incorporate practical aspects aimed at learning about and implementing these techniques, analyzing the resulting data, and reporting on them. Group work in interaction with researchers and teacher-researchers will be prioritized.

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ORPAL is an ecology course in APP (1/3 fieldwork and 2/3 lab work). Based on ecological concepts and methods, this course aims to explore historical ecology (the study of interactions between humans and their environment over varying time periods) and its main applications in paleoecology, from defining the issue field sampling, data acquisition, to interpretation and writing a scientific article (see https://biologie-ecologie.com/exemples-travaux/). This course is an interesting theoretical and experimental prerequisite for the ACCES, CEPAGE, PALEONTOLOGY, ECOSYSTEMS, or BIOGET programs.

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Adaptations to the "parasitic" lifestyle are studied across all parasitic organisms (viruses, bacteria, eukaryotes), including different scales of analysis "from molecules to populations."

Thus, the co-evolution between hosts and parasites will be considered from the perspective of molecular and cellular host-parasite interactions (immunity, escape, exploitation of host resources, etc.), but also from the perspective of the morpho-anatomical structures involved in adaptation to the intra-host site or in survival in the external environment, and finally from the perspective of behavioral adaptations for encountering the host (promotion).

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One of the goals of this course unit is to synthesize concepts and knowledge acquired in animal biology (anatomy, systematics) and ecology in order to describe and understand the morphology and evolution of vertebrate morphologies. In addition to covering current groups, this course will focus heavily on extinct fossil groups, particularly their contribution to understanding the various eco-morphological adaptations (e.g., acquisition or return to aquatic life, acquisition of flight) that have marked the evolutionary history of clades.

This course also aims to provide theoretical and practical foundations in phylogenetics (cladistics) for tracing the evolution of a clade (distance, parsimony, and likelihood methods), based on both molecular and phenotypic characters (current and fossil).

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Introduce students to an integrated approach to plants by studying the morphological and anatomical characteristics of stems and roots. Help them discover the coordinated spatial and temporal construction of root and stem architectures through adaptations of Mediterranean and tropical species. Reproductive structures and the diversity of biological types will also be taken into account. This course unit is designed to prepare students for the BioGET Master's program and draws on the natural environment and local and regional infrastructure (Amazonian Greenhouse, Villa Thuret, Château La Pérouse Garden).

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The mechanism of action of drugs is based on interaction with a target cell structure in the body, leading to the modulation of its functioning. This course unit therefore has two main components. The^first component aims to raise students' awareness of the different modes of cellular communication, the different chemical messengers, their targets, and their modes of action. The second part will aim to provide students with basic knowledge of pharmacology, i.e., understanding how drugs work and what happens to them in the body. To this end, the concepts of pharmacodynamics (ligand-receptor interaction, dose-response relationship) and pharmacokinetics (ADME: absorption-distribution-metabolism-excretion) will be covered. In addition, drug targets, their intracellular signaling, and their therapeutic indications will be discussed.

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The EU offers an introduction to the main diseases affecting the nervous system, whether neurological or psychiatric. The pathologies are addressed from a multidisciplinary perspective, ranging from the molecular level to symptoms. This basic knowledge of neuropathology will serve as a foundation for the fields of research covered later in the Master's program.

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The EU on muscle and heart diseases aims, based on the knowledge acquired in the previous semester on cardiovascular physiology, to understand the molecular and cellular mechanisms that lead to heart diseases (various rhythm disorders including atrial fibrillation, heart failure, etc.) and muscle diseases (myopathies, etc.).

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The course in Sensory and Motor Neurophysiology taught in the EU covers the anatomical and functional organization of the main sensory systems: vision, hearing, and somesthesia. It also deals with motor function and its central control at the spinal and supraspinal levels: brainstem, motor cortex, cerebellum, and basal ganglia.

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The objective of this course is to provide students with fundamental and in-depth knowledge and skills in the physiology of the endocrine system. By studying the morphological and functional organization of the endocrine system, students will gain an understanding of the multitude of hormonal systems (endocrine glands, hypothalamic-pituitary axis, reproductive system) and their essential roles in the performance of major physiological functions and homeostasis.

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