Teasing out diversity in microglia cells with single cell RNA-Seq
Immune cells known as microglia have been found to protect the brain from injury and infection and are critical during brain development, helping circuits wire properly. They also seem to play a role in disease—showing up, for example, around brain plaques in people with Alzheimer’s.
In an ambitious study, perhaps the most comprehensive survey of microglia ever conducted, a team led by Harvard Medical School and Boston Children’s Hospital researchers has shown that microglia aren’t monolithic; they come in different flavors, and unlike the brain’s neurons, they’re always changing.
The findings, published Nov. 21 in Immunity, open a new chapter in brain exploration.
“Up until now, we didn’t have a good way of classifying microglia,” said Timothy Hammond, a research fellow in neurology in the lab of Beth Stevens at HMS and Boston Children’s and first author of the study. “We could only say how branched they look, how dense they look under a microscope. We wanted to get an idea of what microglia were doing and ‘thinking.’”
Eavesdropping on microglia over time
Hammond’s team collaborated with the lab of Steven McCarroll, the Dorothy and Milton Flier Professor of Biomedical Science and Genetics in the Blavatnik Institute at HMS. Starting with mice, the researchers sequenced RNA from more than 76,000 individual microglia to see which genes were turned on or off, using a technique known as Drop-seq that was developed in McCarroll’s lab.
The cells were sampled from all over the brain and throughout the animals’ lifespan (starting before birth), as well after acute brain injury.
Hammond and colleagues’ profiling of 76,149 cells from mouse brains identified nine microglia clusters, represented here in two-dimensional space. Image: Timothy Hammond
The genetic signatures allowed Hammond to classify the microglia into at least nine distinct groups, including some types never detected in the past. Some types appeared almost exclusively in the embryonic or newborn stages, others only after injury.
“The signatures also tell us something about what these cells are doing,” he said. “If we see microglia in disease, for example, we can begin to parse out: Are they contributing to the disease or are they trying to repair the brain? We think this will help uncover new and interesting roles for microglia.”
Mapping microglia
Hammond then went a step further: He overlaid the classifications on a map of the brain to see how the different varieties of microglia were distributed spatially.
This yielded some interesting patterns. For example, one group of microglia (group 4 in the schematic above) tended to cluster near the brain’s developing white matter. This suggests they could be involved in myelination, in which nerve fibers are given a layer of insulation to help them carry signals over longer distances, Hammond said.
This prenatal mouse brain shows the distribution of microglia (from left: the hindbrain, midbrain, forebrain and neocortex). The yellow microglia bear markers indicating that they belong to unique populations not detected in the past. Image: Timothy Hammond
“We don’t see those microglia at any other time point or area of the brain,” he said. “We think they could be important to how the white matter develops and how axons connect to different parts of the brain.”
In sickness and in health
Another tiny but important microglial population (group 8 in the schematic) came to light in the disease setting. The team found it first in a mouse model mimicking multiple sclerosis, which involves a loss of myelination, and later in brain tissue from actual patients with the disease.
“These microglia are very inflammatory compared with normal microglia,” Hammond said. “It could be a pathological subset that we normally wouldn’t see, but because we sequenced so many microglia we were able to detect this small population.”
Overall, microglia were most diverse early in brain development, in the aged brain and in disease. The researchers think these distinct groups may shed light on what the cells are doing and what local cues they’re responding to.
Directing therapy?
All this information should help scientists sort out the “good” from the “bad” when it comes to microglia, particularly in so-called activated microglia that appear after brain injury and in diseases like autism and Alzheimer’s. This could help direct the development of drugs to promote the beneficial microglia subsets and block the detrimental ones.
“Tim’s work has broad implications for the development of new microglia biomarkers and tools that can be used to track, identify and manipulate specific subpopulations, in both health and disease,” said Stevens, HMS associate professor of neurology at Boston Children’s and co-corresponding author on the paper with McCarroll.
Hammond TR, Dufort C, Dissing-Olesen L, Giera S, Young A, Wysoker A, Walker AJ, Gergits F, Segel M, Nemesh J, Marsh SE, Saunders A, Macosko E, Ginhoux F, Chen J, Franklin RJM, Piao X, McCarroll SA, Stevens B. (2018) Single-Cell RNA Sequencing of Microglia throughout the Mouse Lifespan and in the Injured Brain Reveals Complex Cell-State Changes. Immunity [Epub ahead of print]. [article]
Immune cells known as microglia have been found to protect the brain from injury and infection and are critical during brain development, helping circuits wire properly. They also seem to play a role in disease—showing up, for example, around brain plaques in people with Alzheimer’s.
In an ambitious study, perhaps the most comprehensive survey of microglia ever conducted, a team led by Harvard Medical School and Boston Children’s Hospital researchers has shown that microglia aren’t monolithic; they come in different flavors, and unlike the brain’s neurons, they’re always changing.
The findings, published Nov. 21 in Immunity, open a new chapter in brain exploration.
“Up until now, we didn’t have a good way of classifying microglia,” said Timothy Hammond, a research fellow in neurology in the lab of Beth Stevens at HMS and Boston Children’s and first author of the study. “We could only say how branched they look, how dense they look under a microscope. We wanted to get an idea of what microglia were doing and ‘thinking.’”
Eavesdropping on microglia over time
Hammond’s team collaborated with the lab of Steven McCarroll, the Dorothy and Milton Flier Professor of Biomedical Science and Genetics in the Blavatnik Institute at HMS. Starting with mice, the researchers sequenced RNA from more than 76,000 individual microglia to see which genes were turned on or off, using a technique known as Drop-seq that was developed in McCarroll’s lab.
The cells were sampled from all over the brain and throughout the animals’ lifespan (starting before birth), as well after acute brain injury.
Hammond and colleagues’ profiling of 76,149 cells from mouse brains identified nine microglia clusters, represented here in two-dimensional space. Image: Timothy Hammond
The genetic signatures allowed Hammond to classify the microglia into at least nine distinct groups, including some types never detected in the past. Some types appeared almost exclusively in the embryonic or newborn stages, others only after injury.
“The signatures also tell us something about what these cells are doing,” he said. “If we see microglia in disease, for example, we can begin to parse out: Are they contributing to the disease or are they trying to repair the brain? We think this will help uncover new and interesting roles for microglia.”
Mapping microglia
Hammond then went a step further: He overlaid the classifications on a map of the brain to see how the different varieties of microglia were distributed spatially.
This yielded some interesting patterns. For example, one group of microglia (group 4 in the schematic above) tended to cluster near the brain’s developing white matter. This suggests they could be involved in myelination, in which nerve fibers are given a layer of insulation to help them carry signals over longer distances, Hammond said.
This prenatal mouse brain shows the distribution of microglia (from left: the hindbrain, midbrain, forebrain and neocortex). The yellow microglia bear markers indicating that they belong to unique populations not detected in the past. Image: Timothy Hammond
“We don’t see those microglia at any other time point or area of the brain,” he said. “We think they could be important to how the white matter develops and how axons connect to different parts of the brain.”
In sickness and in health
Another tiny but important microglial population (group 8 in the schematic) came to light in the disease setting. The team found it first in a mouse model mimicking multiple sclerosis, which involves a loss of myelination, and later in brain tissue from actual patients with the disease.
“These microglia are very inflammatory compared with normal microglia,” Hammond said. “It could be a pathological subset that we normally wouldn’t see, but because we sequenced so many microglia we were able to detect this small population.”
Overall, microglia were most diverse early in brain development, in the aged brain and in disease. The researchers think these distinct groups may shed light on what the cells are doing and what local cues they’re responding to.
Directing therapy?
All this information should help scientists sort out the “good” from the “bad” when it comes to microglia, particularly in so-called activated microglia that appear after brain injury and in diseases like autism and Alzheimer’s. This could help direct the development of drugs to promote the beneficial microglia subsets and block the detrimental ones.
“Tim’s work has broad implications for the development of new microglia biomarkers and tools that can be used to track, identify and manipulate specific subpopulations, in both health and disease,” said Stevens, HMS associate professor of neurology at Boston Children’s and co-corresponding author on the paper with McCarroll.
Hammond TR, Dufort C, Dissing-Olesen L, Giera S, Young A, Wysoker A, Walker AJ, Gergits F, Segel M, Nemesh J, Marsh SE, Saunders A, Macosko E, Ginhoux F, Chen J, Franklin RJM, Piao X, McCarroll SA, Stevens B. (2018) Single-Cell RNA Sequencing of Microglia throughout the Mouse Lifespan and in the Injured Brain Reveals Complex Cell-State Changes. Immunity [Epub ahead of print]. [article]
Immune cells known as microglia have been found to protect the brain from injury and infection and are critical during brain development, helping circuits wire properly. They also seem to play a role in disease—showing up, for example, around brain plaques in people with Alzheimer’s.
In an ambitious study, perhaps the most comprehensive survey of microglia ever conducted, a team led by Harvard Medical School and Boston Children’s Hospital researchers has shown that microglia aren’t monolithic; they come in different flavors, and unlike the brain’s neurons, they’re always changing.
The findings, published Nov. 21 in Immunity, open a new chapter in brain exploration.
Eavesdropping on microglia over time
Hammond’s team collaborated with the lab of Steven McCarroll, the Dorothy and Milton Flier Professor of Biomedical Science and Genetics in the Blavatnik Institute at HMS. Starting with mice, the researchers sequenced RNA from more than 76,000 individual microglia to see which genes were turned on or off, using a technique known as Drop-seq that was developed in McCarroll’s lab.
The cells were sampled from all over the brain and throughout the animals’ lifespan (starting before birth), as well after acute brain injury.
The genetic signatures allowed Hammond to classify the microglia into at least nine distinct groups, including some types never detected in the past. Some types appeared almost exclusively in the embryonic or newborn stages, others only after injury.
“The signatures also tell us something about what these cells are doing,” he said. “If we see microglia in disease, for example, we can begin to parse out: Are they contributing to the disease or are they trying to repair the brain? We think this will help uncover new and interesting roles for microglia.”
Mapping microglia
Hammond then went a step further: He overlaid the classifications on a map of the brain to see how the different varieties of microglia were distributed spatially.
This yielded some interesting patterns. For example, one group of microglia (group 4 in the schematic above) tended to cluster near the brain’s developing white matter. This suggests they could be involved in myelination, in which nerve fibers are given a layer of insulation to help them carry signals over longer distances, Hammond said.
In sickness and in health
Another tiny but important microglial population (group 8 in the schematic) came to light in the disease setting. The team found it first in a mouse model mimicking multiple sclerosis, which involves a loss of myelination, and later in brain tissue from actual patients with the disease.
Overall, microglia were most diverse early in brain development, in the aged brain and in disease. The researchers think these distinct groups may shed light on what the cells are doing and what local cues they’re responding to.
Directing therapy?
All this information should help scientists sort out the “good” from the “bad” when it comes to microglia, particularly in so-called activated microglia that appear after brain injury and in diseases like autism and Alzheimer’s. This could help direct the development of drugs to promote the beneficial microglia subsets and block the detrimental ones.
Source – Harvard Medical School
Hammond TR, Dufort C, Dissing-Olesen L, Giera S, Young A, Wysoker A, Walker AJ, Gergits F, Segel M, Nemesh J, Marsh SE, Saunders A, Macosko E, Ginhoux F, Chen J, Franklin RJM, Piao X, McCarroll SA, Stevens B. (2018) Single-Cell RNA Sequencing of Microglia throughout the Mouse Lifespan and in the Injured Brain Reveals Complex Cell-State Changes. Immunity [Epub ahead of print]. [article]
Related Posts
Worm’s radical transformation shows metamorphosis can change the functions of cells
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Atlas of the brain’s striatum could guide researchers to new drug treatments
Immune cells offer insights on billion-dollar virus
A functionally integrated cross-tissue alternative splicing program during short-term calorie restriction
Dietary oxidized plant sterol shifts macrophage state to fuel aortic inflammation
Unlocking the past – new method helps gain insights into old tissue
Novel AI model trained on RNA-Seq data accurately detects key gene mutations and predicts biomarkers across 32 cancer types
Transcriptomic aging clock reveals age-related molecular patterns in opioid dependence
RNA sequencing helps predict stem cell transplant benefit in pediatric AML
Protein ‘switch’ determines whether liposarcoma cells will become aggressive
Precursor tRNAs sense temperature changes: heat stress-induced capped pre-tRNAs suppress protein synthesis
Ketamine increases neuroplasticity in female mice but not in males
Somatic mutations linked to vascular damage in progeria
Scientists map dormant cancer cells’ hideouts, opening new targets for treatment
Soluble signals released by neighboring cells direct how the human kidney is built
Genetics influence how cancer arises – and how it evolves
RNA-based testing uncovers extraordinary diversity in mutations driving lung cancer
Study offers new insights into why ex-smokers remain at elevated risk of lung disease
Learning the grammar of gene regulation
Immune cells known as microglia have been found to protect the brain from injury and infection and are critical during brain development, helping circuits wire properly. They also seem to play a role in disease—showing up, for example, around brain plaques in people with Alzheimer’s.
In an ambitious study, perhaps the most comprehensive survey of microglia ever conducted, a team led by Harvard Medical School and Boston Children’s Hospital researchers has shown that microglia aren’t monolithic; they come in different flavors, and unlike the brain’s neurons, they’re always changing.
The findings, published Nov. 21 in Immunity, open a new chapter in brain exploration.
Eavesdropping on microglia over time
Hammond’s team collaborated with the lab of Steven McCarroll, the Dorothy and Milton Flier Professor of Biomedical Science and Genetics in the Blavatnik Institute at HMS. Starting with mice, the researchers sequenced RNA from more than 76,000 individual microglia to see which genes were turned on or off, using a technique known as Drop-seq that was developed in McCarroll’s lab.
The cells were sampled from all over the brain and throughout the animals’ lifespan (starting before birth), as well after acute brain injury.
The genetic signatures allowed Hammond to classify the microglia into at least nine distinct groups, including some types never detected in the past. Some types appeared almost exclusively in the embryonic or newborn stages, others only after injury.
“The signatures also tell us something about what these cells are doing,” he said. “If we see microglia in disease, for example, we can begin to parse out: Are they contributing to the disease or are they trying to repair the brain? We think this will help uncover new and interesting roles for microglia.”
Mapping microglia
Hammond then went a step further: He overlaid the classifications on a map of the brain to see how the different varieties of microglia were distributed spatially.
This yielded some interesting patterns. For example, one group of microglia (group 4 in the schematic above) tended to cluster near the brain’s developing white matter. This suggests they could be involved in myelination, in which nerve fibers are given a layer of insulation to help them carry signals over longer distances, Hammond said.
In sickness and in health
Another tiny but important microglial population (group 8 in the schematic) came to light in the disease setting. The team found it first in a mouse model mimicking multiple sclerosis, which involves a loss of myelination, and later in brain tissue from actual patients with the disease.
Overall, microglia were most diverse early in brain development, in the aged brain and in disease. The researchers think these distinct groups may shed light on what the cells are doing and what local cues they’re responding to.
Directing therapy?
All this information should help scientists sort out the “good” from the “bad” when it comes to microglia, particularly in so-called activated microglia that appear after brain injury and in diseases like autism and Alzheimer’s. This could help direct the development of drugs to promote the beneficial microglia subsets and block the detrimental ones.
Source – Harvard Medical School
Hammond TR, Dufort C, Dissing-Olesen L, Giera S, Young A, Wysoker A, Walker AJ, Gergits F, Segel M, Nemesh J, Marsh SE, Saunders A, Macosko E, Ginhoux F, Chen J, Franklin RJM, Piao X, McCarroll SA, Stevens B. (2018) Single-Cell RNA Sequencing of Microglia throughout the Mouse Lifespan and in the Injured Brain Reveals Complex Cell-State Changes. Immunity [Epub ahead of print]. [article]
Related Posts
Worm’s radical transformation shows metamorphosis can change the functions of cells
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Atlas of the brain’s striatum could guide researchers to new drug treatments
Immune cells offer insights on billion-dollar virus
A functionally integrated cross-tissue alternative splicing program during short-term calorie restriction
Dietary oxidized plant sterol shifts macrophage state to fuel aortic inflammation
Unlocking the past – new method helps gain insights into old tissue
Novel AI model trained on RNA-Seq data accurately detects key gene mutations and predicts biomarkers across 32 cancer types
Transcriptomic aging clock reveals age-related molecular patterns in opioid dependence
RNA sequencing helps predict stem cell transplant benefit in pediatric AML
Protein ‘switch’ determines whether liposarcoma cells will become aggressive
Precursor tRNAs sense temperature changes: heat stress-induced capped pre-tRNAs suppress protein synthesis
Ketamine increases neuroplasticity in female mice but not in males
Somatic mutations linked to vascular damage in progeria
Scientists map dormant cancer cells’ hideouts, opening new targets for treatment
Soluble signals released by neighboring cells direct how the human kidney is built
Genetics influence how cancer arises – and how it evolves
RNA-based testing uncovers extraordinary diversity in mutations driving lung cancer
Study offers new insights into why ex-smokers remain at elevated risk of lung disease
Learning the grammar of gene regulation
Stay Connected
Submit a Post to the Blog
Recent Posts
Subscribe to the RNA-Seq Blog
RNA-Seq Products & Services