Sizing up cancer

Graduate student Zhaoqi Li investigates how cancer cells grow by harnessing exceptional chemical reactions

Justin Chen
January 11, 2018

Cancer cells use extreme measures to fuel their growth. In fact, researchers like Zhaoqi Li, a third-year graduate student, witness chemical reactions in these cells that would be impossible in the context of normal cells. In a petri dish, normal cells stop dividing once they cover the bottom of the dish and fit neatly together like mosaic tiles. In contrast, cancer cells continue to proliferate and pile haphazardly into small mounds. Within the human body, this abnormal growth — when combined with the spread of cancer cells throughout the body — interferes with organ function and causes death.

Li, a member of Professor Matthew Vander Heiden’s lab located in the Koch Institute, studies cancer metabolism. His work describes the chemical reactions cancer cells use to create energy and materials to make new cells such as membranes, proteins, and DNA. By tracking the flow of nutrients through cancer cells, Li and his labmates are learning how such cells change their metabolism to stimulate growth. These insights will help scientists develop new ways to treat the disease.

Cell metabolism comprises all the chemical reactions occurring in the cell, but researchers are particularly interested in a few reactions that aren’t required by normal cells but are critical for cancer growth. Stopping these reactions with drugs would disrupt the metabolism of cancer cells and hinder tumor development.

“Even though many people may not think of metabolism as a treatment target for cancer, this strategy has been used unwittingly for a long time,” Li says. “Many chemotherapies, such as antifolates, were originally used by doctors without knowing exactly how they worked. Since then, we’ve discovered that those treatments target metabolic pathways. By understanding the details of cancer metabolism we are hoping to design drugs in a more rational way.”

– –

Li might never have joined the Vander Heiden lab or studied cancer metabolism were it not for the unique structure of graduate training at MIT.

During their first year at MIT, graduate students are required to take four classes. Unlike their counterparts at many other PhD programs, they do not work in laboratories until their second semester. This allows students to focus initially on coursework — covering biochemistry, genetics, and research methodology — designed to build a foundation of knowledge. As a result, students discover new interests and develop the confidence to move out of their comfort zones. When it comes time to select a lab, they can choose from 56 spread across six locations, spanning a wide breadth of biological research.

Li could study how the brain forms memories, interpret X-rays to deduce protein structure, or even build miniature organs for drug testing. Before making his decision, he rotated in three laboratories. During each month-long rotation, he performed a small project allowing him to experience the culture of the lab and learn more about its research.

“The first two labs I visited were studying topics I was familiar with and thought were interesting,” he says. “But when I visited the Vander Heiden lab it was so different and caught me off guard. That’s why I eventually joined, even though I had never imagined myself working in a metabolism lab before.”

Diagram showing a metabolism pathway
Cellular metabolism is comprised of a network of interconnected biochemical reactions resembling a subway system. Zhaoqi Li compares normal and diseased cells to determine the differences in the way nutrients travel through this network. Credit: Justin Chen

– –

Although he is new to the community of researchers specializing in metabolism, Li has long known that he wanted to interact with the world through science. As an immigrant who moved from China to southern Tennessee at the age of six, Li struggled to learn English and began to view science as a universal language that transcended culture.

“My parents were also non-native speakers and the English as a Second Language classes in my elementary school were geared towards Spanish speakers, so I had a really hard time,” Li says. “I joke that the only reason I passed the first grade was because I was good at math.”

Li’s contrasting relationship with science and English continued as an undergraduate at Columbia University. There he majored in biochemistry and also studied literature of the Western Canon to fulfill his general degree requirements.

“I took four semesters worth of classes that started with Plato and ended with Virginia Woolf,” he says, “It was an eye-opening experience, but I never really loved it. I found biology more intuitive because it doesn’t rely on being familiar with a specific cultural lens. Most every society in the world values the scientific method to some extent.”

Li began working in a lab during his sophomore year at Columbia. To his surprise, he was mentored by a professor who valued his input and encouraged creative thinking. Li’s supervisor also introduced him to basic science — a type of research driven not by the desire to find a specific answer or cure, but by curiosity and the need to better understand the natural world.

– –

During his second semester rotation at MIT, Li searched for similarly open-minded environments, and was attracted to cancer metabolism because the field was relatively young.

“In other more established areas of biology, if you have a question someone has probably answered it in some capacity,” Li says. “The Vander Heiden lab was using new techniques so there was a lot of space to explore. Many questions I asked — even during my initial rotation —  didn’t have an answer, which was exciting.”

The great challenge confronting the metabolism field is translating decades’ worth of research on enzymes — proteins that manage chemical reactions — from the test tube to the cell and human body. By studying enzymes individually in the controlled setting of test tubes, researchers have documented almost all the chemical reactions that occur in the cell. When combined, these reactions look like a giant subway map where each stop, indicated by a dot, is a different molecule, and the line between stops represents a chemical reaction where atoms are added or subtracted. Some pathways are a straight line but others have nodes or intersections where a molecule can take part in several different reactions. Other pathways are circular where the molecule that starts the pathway is remade at the end so that the line circles back on itself.

Despite the ability to study chemical reactions in a test tube, scientists have struggled to understand what is actually happening in the complex environment of cells, which coordinate millions of reactions that not only affect each other, but are also influenced by outside stresses like nutrient deprivation.

To Li, using the metabolism map to figure out what chemical reactions are occurring and how atoms are moving through the cell is like using a subway map to track how people are traveling through a city.

“The map describes all the possible routes people could take,” Li says, “but you have to track the passengers to figure out where they are actually going. You could imagine people commuting into the city during the week and going to entirely different places on the weekend. There are a lot of different patterns of movement that you can’t infer just from looking at a map.”

To analyze what chemical reactions are occurring in the cell, Li utilizes cutting edge technology to track carbon atoms — an essential element that is required to build all components of the cell. By tagging carbon with an extra neutron, Li makes the experimentally altered atom heavier and distinguishable from naturally occurring carbon in the cell. Feeding cells nutrients like glucose made with heavy carbons allows Li to compare how molecules are broken down and used by normal and cancerous cells.

Person at lab instrument with sample“Returning to the subway map analogy, this labeling technique is similar to not only being inside the subway, but also giving everyone in Downtown Boston a red shirt,” Li says. “After 12 hours, we can look at the rest of the city. If we see a lot of red shirts in Allston, we would know that this particular route is really popular.”

In the case of glucose, Li and his labmates observed that normal cells break down the sugar to release energy and heavy carbons in the form of carbon dioxide. In contrast, cancer cells alter their metabolism so that the heavy carbons originally found in glucose are used to build new parts of the cells that are required for cancer cells to grow, such as membranes, DNA, and proteins.

Li’s observations demonstrate how cancer cells sustain abnormal growth by accumulating carbon. For his thesis project, Li has chosen to investigate one of the main tricks cancer cells use to hoard carbon atoms: a process known as carbon fixation. This type of chemical reaction, originally studied in plants performing photosynthesis, attaches carbon dioxide to other molecules. Li’s initial findings suggest that a protein, Malic Enzyme 1, helps cancer cells use carbon dioxide to build components required for growing and dividing.

“This is surprising,” he says, “because the textbook version of this enzyme actually catalyzes the reverse reaction in normal cells where carbon dioxide is removed from molecules.  Malic Enzyme 1 is an example of how cancer performs remarkable chemical reactions — who would have thought that cancer cells use carbon like plants do?”

Li is at the beginning stages of his research, and can’t predict where his project will take him. His current goal is to determine how cancer cells react when they are missing Malic Enzyme 1. Such loss could slow growth, but Li will have to perform experiments to be sure, since cancer is a resourceful and elusive target.

Like a detour rerouting travelers around a closed metro stop, cancer cells may further contort their metabolism, taking advantage of little-used or still unidentified chemical reactions to maintain growth. In the face of such adaptability, Li and his labmates believe the best course of action is to be as curious as possible to understand as much as they can about how cancer works. Working together, they discuss confounding results, adjust hypotheses, and design new experiments.

“It’s really encouraging to be part of Matt’s lab and the Koch Institute in general where researchers take a basic science approach,” Li says. “We try to keep an open mind because there’s probably no single thing that cancer cells depend on. Everyone’s work builds together to form a cumulative understanding.”

Photo credit: Raleigh McElvery
Chris A. Kaiser

Education

  • PhD, 1987, MIT

Research Summary

The Kaiser lab studied protein folding and intracellular trafficking in the yeast S. cerevisiae. Their work focused on the protein folding in the endoplasmic reticulum (ER), quality control mechanisms in the ER, and membrane protein sorting in Golgi compartments. They combined genetic, biochemical, and cell biological methods to gain an understanding of the molecular mechanisms underlying each of these processes. Chris Kaiser is no longer accepting students.

Douglas Lauffenburger

Education

  • PhD, 1979, University of Minnesota
  • BS, 1975, Chemical Engineering, University of Illinois, Urbana-Champaign

Research Summary

The Lauffenburger laboratory emphasizes integration of experimental and mathematical/computational analysis approaches, toward development and validation of predictive models for physiologically-relevant behavior in terms of underlying molecular and molecular network properties. Our work has been recognized as providing contributions fostering the interface of bioengineering, quantitative cell biology, and systems biology. Our main focus has been on fundamental aspects of cell dysregulation, complemented by translational efforts in identifying and testing new therapeutic ideas. Applications addressed have chiefly resided in various types of cancer (including breast, colon, lung, and pancreatic cancers along with leukemias and lymphomas), inflammatory pathologies (such as endometriosis, Crohn’s disease, colitis, rheumatoid arthritis, and Alzheimer’s disease), and the immune system (mainly for vaccines against pathogens such as HIV, malaria, and tuberculosis). We have increasingly emphasized complex tissue contexts, including mouse models, human subjects, and tissue-engineered micro-physiological systems platforms in association with outstanding collaborators. From our laboratory have come more than 100 doctoral and postdoctoral trainees. Many hold faculty positions at academic institutions in the USA, Canada, and Europe; others have gone on to research positions in biotechnology and pharmaceutical companies; and others yet have moved into policy and government agency careers.

Awards

  • Bernard M. Gordon Prize for Innovation in Engineering and Technology Education, National Academy of Engineering, 2021
  • American Association for the Advancement of Science, Member, 2019
  • American Academy of Arts and Sciences, Fellow, 2001
  • John Simon Guggenheim Memorial Foundation, Guggenheim Fellowship, 1989
Matthew Vander Heiden

Education

  • PhD, 2000, University of Chicago; MD, 2002, University of Chicago
  • SB, 1994, Biological Chemistry, University of Chicago

Research Summary

We study the biochemical pathways cells use and how they are regulated to meet the metabolic requirements of cells in different physiological situations. We focus on the role of metabolism in cancer, particularly how metabolic pathways support cell proliferation. We aim to translate our understanding of cancer cell metabolism into novel cancer therapies.

Awards

  • National Academy of Medicine, 2024
  • Howard Hughes Medical Institute Faculty Scholar, 2016
  • SU2C Innovative Research Grant Recipient, 2016
Rethinking transcription factors and gene expression

Study shows that, like proteins, genomes must fold appropriately to function properly and that some transcription factors provide the structural support.

Nicole Giese Rura | Whitehead Institute
December 7, 2017

Transcription — the reading of a segment of DNA into an RNA template for protein synthesis — is fundamental for nearly all cellular processes, including growth, responding to stimuli, and reproduction. Now, Whitehead Institute researchers have upended our understanding of how transcription is controlled and the role of transcription factors in the process.

The paradigm shift, described in an article online on Dec. 7 in the journal Cell, hinges on a small protein that plays a key role in genome structure and gives us new insights into how changes in the control of transcription and gene expression can lead to disease.

Transcription has several important players that must all be in the right place at the right time: the transcription machinery, transcription factors, promoters, and enhancers.  According to the existing model, transcription factors are proteins that bind to enhancer regions of the genome and recruit the transcription machinery to the promoter DNA regions, which then initiate the genes’ transcription.

“We’ve always assumed that the role of transcription factors was to recruit the transcription machinery to genes to turn them on or turn them off,” says Richard Young, a Whitehead Insistute member and professor of biology at MIT. “But we never imagined that the transcription factors we’ve studied for three decades actually contribute to the genome’s structure. And as a consequence, they regulate genes. So we now look at genomes like proteins: They have to fold up appropriately in order to control genes.”

Scientists have known that the genome’s structure — how it bends and folds — is essential for efficiently compressing two meters of DNA into each human cell, which is the equivalent of packing a strand ten football fields long into a space the size of a marble. Yet until recently, researchers have not had the tools necessary to appreciate this architecture’s importance in fine control of gene expression or study the genome’s structure at sites ready for transcription.

In 2014, Young and his lab determined that portions of the genome reside in loop-based structures, creating insulated neighborhoods that bring enhancers, promoters, and genes into close proximity. Each loop is tied at the top by a pair of molecules, called CTCF, that are bound together. This structure is essential for proper gene control: If the loop structure is broken, gene expression is altered, and cells can become diseased or die.

In the current research, Young along with co-first authors Abraham Weintraub and Charles Li took a closer look at a protein that is well known but not well understood: Yin Yang 1 (YY1). Hundreds of scientific papers have linked YY1 dysfunction to diseases such as viral infections, cancer, and arthritis, and yet the studies produced seemingly contradictory observations of YY1’s function.

According to Young and colleagues, YY1 is a unique transcription factor that occupies both enhancers and promoters, is essential for cell survival, and is found in almost every cell type in humans and mice. Like CTCF, YY1 can also pair with itself and bind to DNA to form loops that enhance DNA transcription.

“YY1 is expressed broadly, and it is necessary for establishing enhancer-promoter loops in multiple cell types,” says Weintraub. “That’s its job, not recruiting the transcription apparatus. When the structure created by YY1 is removed, the genome is no longer folded properly, gene control is lost and transcription of the affected genes is significantly diminished, which can cause dysfunction.”

This model of YY1’s function could account for its association with a number of disparate diseases. Earlier this year, scientists reported YY1 syndrome — a genetic syndrome causing cognitive disabilities in people with mutations in their YY1 gene.

According to Young, YY1 is probably not the only transcription factor with this loop-forming role, and his lab will be searching for additional factors with similar functions.

“YY1 is most likely just the first one, and there are probably a bunch of collaborators that have similar roles,” says Young. “Instead of the classic function that we thought these transcription factors had — interacting with the transcription apparatus and giving instructions on how much or how little of a gene’s transcript to produce — they are bringing together regulatory elements with the gene. The whole job of these transcription factors is just making structure. We are realizing that the things that form physical structures are much more important than we had appreciated.”

The researchers’ work was supported by the National Institutes of Health, the Ludwig Graduate Fellowship funds, the National Science Foundation, the American Cancer Society, a Margaret and Herman Sokol Postdoctoral Award, the Damon Runyon Cancer Research Foundation, and the Cancer Research Institute. The Whitehead Institute has filed a patent application based on this study.

Richard O. Hynes

Education

  • PhD, 1971, MIT
  • MA, 1970, Biochemistry, Cambridge University
  • BA, 1966, Biochemistry, Cambridge University

Research Summary

We study the mechanisms underlying the spread of tumor cells throughout the body, known as metastasis. We are particularly interested in the role of the extracellular matrix — a fibrillar meshwork of proteins that surrounds both normal and tumor cells, which plays many important roles in tumor progression. We also investigate changes in the metastatic cells themselves and in the contributions of normal cells, both in terms of metastasis and other bodily functions.

Awards

  • Paget-Ewing Award, Metastasis Research Society, 2018
  • Inaugural American Society for Cell Biology (ASCB) Fellow, 2016
  • American Association for Cancer Research (AACR) Academy, Fellow, 2014
  • Distinguished Investigator Award, International Society for Matrix Biology, 2012
  • Earl Benditt Award, North American Vascular Biology Organization, 2010
  • Robert and Claire Pasarow Medical Research Award – Cardiovascular, 2008
  • E.B. Wilson Medal, American Society for Cell Biology, 2007
  • President, American Society for Cell Biology, 2000
  • Gairdner Foundation International Award, 1997
  • National Academy of Sciences, Member, 1996
  • National Academy of Medicine, Member, 1995
  • Royal Society of London, Fellow, 1989
  • Howard Hughes Medical Institute, HHMI Investigator, 1988
  • American Association for the Advancement of Science, Fellow, 1987
  • American Academy of Arts and Sciences, Fellow, 1987
  • John Simon Guggenheim Memorial Foundation, Guggenheim Fellowship, 1982

Media Inquiries

For media inquiries, please email rhynes-admin@mit.edu.

Robert A. Weinberg

Education

  • PhD, 1969, MIT
  • SB, 1964, Biology, MIT

Research Summary

We investigate three broad questions related to the origin and spread of cancer. First, how do cancer cells within a primary tumor acquire the ability to invade and metastasize? Second, how are the stem-cell state and the epithelial-mesenchymal transition interrelated? Third, how are the regulators of the epithelial-mesenchymal transition able to activate this profound change in cell phenotype?

Awards

  • Japan Prize, Japan Prize Foundation, 2021
  • Salk Institute Medal for Research Excellence, 2016
  • Breakthrough Prize in Life Sciences, 2013
  • Wolf Foundation Prize, 2004
  • Institute of Medicine, Member, 2000
  • Keio Medical Science Foundation Prize, 1997
  • National Science Foundation, National Medal of Science, 1997
  • Harvey Prize, 1994
  • American Academy of Arts and Sciences, Fellow, 1987
  • Sloan Prize, GM Cancer Research Foundation, 1987
  • National Academy of Sciences, Member, 1985
  • Robert Koch Foundation Prize, 1983
Monty Krieger

Education

  • PhD, 1976, California Institute of Technology
  • BS, 1971, Chemistry, Tulane University

Research Summary

We use genetic, biochemical, physiologic, chemical, cellular and molecular biological methods to study cell surface receptor structure and function. We focus on lipoprotein receptors — in particular, the High Density Lipoprotein (HDL) receptor called Scavenger Receptor, Class B, Type I (SR-BI). Our analyses have provided insight into basic biological processes, contributed to our understanding of atherosclerosis and coronary heart disease (CHD) and have uncovered an unexpected connection between cholesterol and mammalian female infertility.

No longer accepting new students.

Awards 

  • Tulane University School of Science and Engineering Outstanding Alumnus Award, 2010
  • National Academy of Sciences, Member, 2009
  • Outstanding Achievement Award for Contributions to Atherosclerosis Research, International Atherosclerosis Society, 2009
  • Margaret MacVicar Faculty Fellow, 1993-2003
Sebastian Lourido

Education

  • PhD, 2012, Washington University in St. Louis
  • BS, 2004, Cellular and Molecular Biology and Studio Art, Tulane University

Research Summary

Our lab is interested in the molecular events that enable apicomplexan parasites to remain widespread and deadly infectious agents. We study many important human pathogens, including Toxoplasma gondii, to model features conserved throughout the phylum. We seek to expand our understanding of eukaryotic diversity and identify specific features that can be targeted to treat parasite infections.

Awards

  • Odyssey Award, Smith Family Foundation, 2021
Adam C. Martin

Education

  • PhD, 2006, University of California, Berkeley
  • BS, 2000, Biology and Genetics, Cornell University

Research Summary

We study how cells and tissues change shape during embryonic development, giving rise to different body parts. We visualize these changes to determine how mechanical forces drive massive tissue movements in the fruit fly, Drosophila melanogaster. In addition, we also study the regulation of tissue integrity, investigating the processes that regulate the epithelial-to-mesenchymal transition or EMT.