Course Identification

Biology and sustainability by the numbers
20253321

Lecturers and Teaching Assistants

Prof. Ron Milo
Lior Greenspoon, Liad Ben Uri, Samuel Jakob Lovat

Course Schedule and Location

2025
First Semester
Monday, 11:15 - 13:00, Belfer, Botnar Auditorium
04/11/2024
27/01/2025

Field of Study, Course Type and Credit Points

Life Sciences: Lecture; Elective; Regular; 2.00 points
Chemical Sciences: Lecture; 2.00 points
Mathematics and Computer Science (Systems Biology / Bioinformatics): Lecture; 2.00 points

Comments

N/A

Prerequisites

Knowledge of molecular biology at the level of an introductory undergraduate course is required. Alternatively, if no such course was taken, willingness to read relevant chapters in the first few weeks of class is important in order to gather knowledge. We recommend for those who did not take a molecular biology course to read the first few chapters of "Essential Cell Biology", Alberts et al, Garland Science. No advanced math required, but love for numbers is useful.

Restrictions

60

Language of Instruction

English

Attendance and participation

Required in at least 80% of the lectures

Grade Type

Numerical (out of 100)

Grade Breakdown (in %)

50%
50%

Evaluation Type

Final assignment

Scheduled date 1

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Estimated Weekly Independent Workload (in hours)

3

Syllabus

Over the past decades, biology and environmental studies have evolved rapidly from descriptive, qualitative disciplines to more analytical, data-driven and quantitative fields. Our ability to collect numbers that describe the most basic processes around us has increased significantly, and simple calculations based on these data can provide important insights and enrich our scientific intuition.

This course is aimed at exposing students to the practice of making back of the envelope calculations (so called Fermi problems) with key numbers from the fields of biology and sustainability, and its useful applications in research. We will learn how to identify the major factors that determine the order of magnitude of the results, when to allow simplification, how to calculate them efficiently, and how to avoid common pitfalls.

The course is composed of weekly lectures on different aspects of quantitative cell biology and sustainability through many examples of basic (yet often surprising) questions:

-Size and geometry (e.g. What is larger, mRNA or the protein it codes for? How many cells are there in a human?)

- Concentrations and absolute numbers (e.g. What is the elemental and macromolecular composition of a cell? How many virions result from a single viral infection?)

- Energies and Forces (e.g. What is the power consumption of a cell? How much does protein synthesis take out of the entire energy budget of a cell?)

- Rates and durations (e.g. How long does it take cells to copy their genomes? What is faster, transcription or translation? What are the time scales for diffusion in cells?)

- Information and errors (e.g. What is the mutation rate during genome replication? What is the error rate in transcription and translation?)

The last few meetings of the course will be dedicated to presentations of student calculations as a final assignment.

Learning Outcomes

Upon successful completion of this course students should be able to:

  1. Demonstrate how knowledge of key numbers can be used to make useful inferences in cell biology and sustainability, and applied in research.
  2. Experienced hands-on making back of the envelope calculations as a powerful tool in biology.
  3. Avoid pitfalls in interpretation and correctly balance the complexity of biology and the clear-cut deductions often used potently in the physical sciences.
  4. Bring a deeper quantitative perspective to their field of research expertise.

 

Reading List

Course book is freely available at: http://book.bionumbers.org/

Specific reading material will be given during the course.

 

Website

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