The New Aging Atlas: Cracking the Code of Longevity
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The New Aging Atlas: Cracking the Code of Longevity

By Max Cerquetti July 05, 2024

01: Unlocking the Secrets of Aging

The Revolutionary Aging Atlas

Unveiling the Atlas

Imagine having a detailed map that shows exactly how each cell in your body ages. In 2024, scientists from HHMI's Janelia Research Campus, Baylor College of Medicine, and Creighton University School of Medicine did just that. They published a groundbreaking study in Nature Aging that introduced a comprehensive "aging atlas" for roundworms (Caenorhabditis elegans). This atlas offers a real-time view of how gene expression in individual cells changes over time, revealing the molecular secrets of aging.

This isn’t simply a static dataset; it's a dynamic tool that allows researchers to study aging processes at the cellular level, identifying specific molecular changes as cells age. These insights are critical for the development of targeted anti-aging therapies that may eventually benefit humans.

Historical Context

To understand the significance of this aging atlas, we need to look at the history of aging research. For decades, scientists observed lifespan variability across species and identified factors like genetics and environment as key influencers. However, a detailed, cell-by-cell understanding of aging remained out of reach.

The development of high-throughput sequencing technologies in the early 21st century changed everything. Techniques like single-cell RNA sequencing (scRNA-seq) and single-nucleus RNA sequencing (snRNA-seq) allowed researchers to study gene expression with unprecedented detail, paving the way for the creation of the aging atlas. This breakthrough represents the culmination of years of technological and scientific advancements.

Cutting-Edge Methodologies

Tech Unleashed

The creation of the aging atlas was made possible by single-nucleus RNA sequencing (snRNA-seq). This technique profiles gene expression at the single-cell level, providing a detailed view of each cell's transcriptome - the complete set of RNA transcripts - over time. Unlike traditional RNA sequencing, which requires whole cells, snRNA-seq can analyze cells that are difficult to isolate intact, such as those embedded within tissues.

Inside the Lab

Creating the aging atlas involved meticulous lab work. Researchers began by harvesting and homogenizing approximately 2,000 worms per experiment. Using fluorescence-activated cell sorting (FACS), they isolated nuclei based on DNA content and performed snRNA-seq using the 10x Genomics platform. Each experiment sequenced around 10,000 nuclei, capturing the transcriptomes of various somatic and germ cells.

The resulting data were processed to filter out low-quality reads and combined to create a robust dataset. This comprehensive data integration enabled the researchers to build an adult cell atlas covering 15 major cell classes, including neurons, muscle cells, and intestinal cells. This atlas not only catalogs gene expression profiles but also provides insights into the functional changes that occur as cells age.

Groundbreaking Discoveries

Key Insights

The aging atlas has led to several groundbreaking discoveries. One of the most significant findings is the identification of tissue-specific aging clocks. These predictive models use gene expression data to estimate the biological age of different tissues, revealing how aging progresses at the cellular level. For example, while the intestine's transcriptome remains remarkably stable over time, tissues like neurons and the hypodermis exhibit significant age-related changes.


Another major discovery involves alternative polyadenylation (APA), a mechanism that influences RNA transcript length and stability. The study found that age-related changes in APA patterns are tissue-specific and can be modulated by pro-longevity strategies, suggesting a previously unknown link between RNA processing and aging.

These findings have profound implications. Understanding the molecular mechanisms of aging at such a detailed level opens new avenues for developing targeted anti-aging therapies. By identifying key genes and pathways involved in aging, researchers can develop interventions that modulate these processes to extend lifespan or improve health during aging. Additionally, the aging atlas provides a valuable resource for the scientific community, offering a wealth of data to explore new research questions and validate findings across different organisms.

Quiz Your Knowledge: Unlocking the Secrets of Aging

Question 1:
What is the primary benefit of the aging atlas?
A) It provides a complete genetic map of humans.
B) It offers a detailed view of how individual cells and tissues age.
C) It lists all known anti-aging treatments.
D) It maps the lifespan of various animal species.

Click here to reveal the answer.

Correct Answer: B) It offers a detailed view of how individual cells and tissues age.

The aging atlas provides an unprecedented view of the aging process at the cellular level, helping researchers understand molecular changes and develop targeted therapies.

Question 2:
Which technology was crucial for creating the aging atlas?
B) Whole-genome sequencing
C) Single-nucleus RNA sequencing
D) Gene editing

Click here to reveal the answer.

Correct Answer: C) Single-nucleus RNA sequencing

Single-nucleus RNA sequencing (snRNA-seq) enabled detailed profiling of gene expression at the single-cell level, crucial for creating the aging atlas.

Question 3:
What organism was used to create the aging atlas?
A) Mice
B) Humans
C) Roundworms
D) Fruit flies

Click here to reveal the answer.

Correct Answer: C) Roundworms

The study utilized roundworms (Caenorhabditis elegans) due to their genetic similarities to humans and their suitability for aging research.

Question 4:
What major discovery related to RNA processing was made using the aging atlas?
A) Discovery of new RNA types
B) Role of alternative polyadenylation (APA) in aging
C) Creation of new gene editing techniques
D) Mapping of DNA sequences

Click here to reveal the answer.

Correct Answer: B) Role of alternative polyadenylation (APA) in aging

The study revealed that alternative polyadenylation (APA) plays a significant role in aging, with tissue-specific changes that can be influenced by pro-longevity strategies.

02: The Molecular Dynamics of Aging

The Ever-Changing Transcriptome

Unmasking Gene Expression

As we age, our gene expression profiles - how our genes are turned on and off - undergo significant changes. This process, known as gene expression, involves using information from a gene to create functional products, typically proteins, that perform vital roles within cells. These changes are not uniform across all tissues; rather, they vary widely based on the specific needs and functions of each tissue type.

Using the aging atlas of roundworms (Caenorhabditis elegans), researchers have gained detailed insights into how gene expression evolves over time. By profiling gene expression at various life stages, scientists have pinpointed specific genes that become more active or less active as tissues age. For example, in neurons, genes associated with synaptic function and neural connectivity show significant changes, reflecting the cognitive decline often seen with aging. Meanwhile, muscle tissues exhibit changes in genes related to contraction and repair, mirroring the loss of muscle mass and strength commonly experienced by older individuals.

Tissue-Specific Insights

The aging atlas provides a deep dive into how different tissues age by highlighting unique transcriptional signatures - distinct patterns of gene expression that characterize the aging processes in various tissues. For example, the intestine of C. elegans remains relatively stable in its gene expression profile, demonstrating resilience against aging. In contrast, tissues like the hypodermis and neurons show significant transcriptional drifts, indicating they are more susceptible to the effects of aging.

These findings emphasize the importance of studying aging at the cellular level, revealing how different tissues prioritize various biological processes to maintain function over time. This tissue-specific approach can help develop targeted therapies that address the unique aging challenges faced by different organs.

The Role of Polyadenylation

Molecular Magic

Polyadenylation is a crucial mechanism in gene regulation and protein diversification. It involves adding a poly(A) tail to the 3' (three prime) end of an RNA molecule, which affects the RNA's stability, transport, and translation efficiency. This process ensures that the right amount of protein is produced at the right time and place within the cell.

In the context of aging, polyadenylation patterns change significantly. The aging atlas has uncovered how these patterns shift across different tissues, suggesting a direct link between polyadenylation and the aging process. For example, alternative polyadenylation (APA) can result in different lengths of the poly(A) tail, thereby altering the stability and function of the resulting mRNA.

Age-Related Changes

Age-related changes in polyadenylation are especially notable in tissues heavily involved in metabolism and stress responses. In neurons, changes in polyadenylation patterns impact genes related to synaptic plasticity and neural repair, leading to decreased cognitive function and increased vulnerability to neurodegenerative diseases.

In muscle tissues, age-related changes in polyadenylation affect genes involved in muscle contraction and repair, contributing to the decline in muscle strength and mass. Understanding these molecular changes can help researchers identify potential intervention points to develop therapies that modulate polyadenylation processes, thereby slowing down or even reversing certain aspects of aging.

Functional Signatures

Decoding Functions

Every cell type in the body has a unique set of functions encoded by its gene expression profile. These functional signatures provide a snapshot of the cell's role within the organism and how it contributes to overall health and longevity. The aging atlas has enabled scientists to decode these signatures, revealing how they change as cells age.

For instance, in the hypodermis - a key metabolic tissue in C. elegans - age-related changes in functional signatures include a decline in genes associated with lipid metabolism and detoxification processes. This decline leads to the buildup of metabolic waste and decreased efficiency in nutrient processing, which are hallmarks of aging.

New Discoveries

The aging atlas has also uncovered previously unknown functional signatures. In glial cells, which support and protect neurons, researchers discovered an enrichment of genes involved in glycosylation processes. This finding suggests that changes in glycosylation, a form of protein modification, play a significant role in the aging of the nervous system.

Moreover, the atlas revealed that certain tissues, like the intestine, show remarkable robustness in their functional signatures despite aging. This resilience points to potential mechanisms that could be harnessed to protect other tissues from age-related decline.

Quiz Your Knowledge: The Molecular Dynamics of Aging

Question 1:
What does gene expression refer to?
A) The number of genes in a cell
B) The process by which information from a gene is used to synthesize functional products
C) The replication of DNA
D) The aging of cells

Click here to reveal the answer.

Correct Answer: B) The process by which information from a gene is used to synthesize functional products


Gene expression involves converting genetic information into functional products like proteins, which are essential for cellular functions.

Question 2:
Which tissue in C. elegans shows significant transcriptional drift as it ages?
A) Intestine
B) Hypodermis
C) Liver
D) Heart

Click here to reveal the answer.

Correct Answer: B) Hypodermis

The hypodermis displays significant changes in its gene expression profile with age, indicating higher sensitivity to the aging process.

Question 3:
What is the significance of polyadenylation in gene regulation?
A) It stops gene expression
B) It repairs damaged DNA
C) It influences the stability, transport, and translation efficiency of RNA
D) It duplicates the RNA molecules

Click here to reveal the answer.

Correct Answer: C) It influences the stability, transport, and translation efficiency of RNA

Polyadenylation adds a poly(A) tail to RNA molecules, affecting their stability and translation into proteins, which is crucial for proper gene regulation.

Question 4:
What new discovery was made about glial cells using the aging atlas?
A) They decrease in number with age
B) They have a unique set of genes involved in glycosylation processes
C) They do not age
D) They are involved in muscle contraction

Click here to reveal the answer.

Correct Answer: B) They have a unique set of genes involved in glycosylation processes

The aging atlas revealed that glial cells have an enrichment of genes related to glycosylation, indicating a significant role in the aging of the nervous system.

03: Decoding Longevity: Strategies and Mechanisms

Pro-Longevity Strategies

Longevity Hacks

Scientists have discovered several powerful strategies to significantly extend lifespan. Among them, three standout methods are particularly promising:

1. Insulin/IGF-1 Signaling Reduction: Genetic mutations that reduce insulin/IGF-1 signaling, such as the daf-2 mutants in C. elegans, can greatly extend lifespan. This reduction enhances stress resistance and improves metabolic function.

2. Caloric Restriction and Dietary Interventions: Limiting calorie intake without causing malnutrition has been shown to extend lifespan in various species, including yeast, worms, mice, and possibly humans. This method positively impacts metabolic and cellular pathways, boosting stress resistance and reducing age-related diseases.

3. Pharmacological Interventions: Drugs like rapamycin, metformin, and resveratrol have shown promise in extending lifespan by targeting different molecular pathways. These compounds mimic the effects of caloric restriction and influence cellular processes such as autophagy, inflammation, and mitochondrial function.

Real Results

The impact of these strategies on lifespan extension is profound. In C. elegans, reducing insulin/IGF-1 signaling can double the worm's lifespan. Caloric restriction can extend lifespan by up to 50%, and pharmacological interventions have also shown significant improvements in longevity. These results underscore the potential of these strategies to delay aging and promote healthier, longer lives.

Mastering Aging Clocks

Biological Timers

Tissue-specific aging clocks are advanced models that estimate the biological age of tissues based on gene expression profiles. These clocks, developed using machine learning algorithms trained on large datasets of transcriptomic data, provide a more accurate measure of biological age than chronological age alone. For example, in the aging atlas of C. elegans, these clocks could predict the biological age of different tissues with high correlation to their actual age. They revealed that tissues like neurons and muscles age faster than others, offering valuable insights into the aging process and potential intervention points.


Reproductive Aging and Germ Cell Fate

Fate Maps

Understanding the aging of reproductive cells is crucial for overall longevity. The germ cell fate trajectory maps developed in C. elegans provide a detailed view of how reproductive cells develop and age. These maps track the progression of germ cells from stem cells to mature oocytes, highlighting key stages and transitions.

Reproductive Health

As germ cells age, their ability to proliferate and differentiate declines, leading to reduced fertility and increased risk of reproductive disorders. By understanding these processes, researchers can develop strategies to maintain reproductive health and extend overall lifespan.

Molecular Regulation by Longevity Mechanisms

Gene Magic

Different pro-longevity mechanisms influence gene expression and aging in unique ways. For instance, the daf-2 mutation affects genes involved in stress resistance and metabolism, while caloric restriction influences genes related to autophagy and mitochondrial function. Pharmacological interventions like rapamycin target pathways associated with protein synthesis and cell growth.

Case Studies

Specific examples of gene regulation by pro-longevity mechanisms include:

- HLH-30/TFEB: In C. elegans, the transcription factor HLH-30 plays a crucial role in the longevity effects of the daf-2 mutation. It regulates genes involved in autophagy and stress resistance, contributing to increased lifespan.

- DAF-16/FOXO: The FOXO transcription factor DAF-16 is a key regulator of longevity in C. elegans. It controls genes related to metabolism, stress resistance, and cell cycle regulation, and its activity is enhanced by reduced insulin/IGF-1 signaling.

Quiz Your Knowledge: Decoding Longevity: Strategies and Mechanisms

Question 1:
Which strategy is known to extend lifespan by reducing insulin/IGF-1 signaling?
A) Caloric restriction
B) Pharmacological interventions
C) Genetic mutations
D) Physical exercise

Click here to reveal the answer.

Correct Answer: C) Genetic mutations

Reducing insulin/IGF-1 signaling through genetic mutations, such as those in the daf-2 gene in C. elegans, has been shown to significantly extend lifespan.

Question 2:
What is the main benefit of using tissue-specific aging clocks?
A) They measure the chronological age of an organism
B) They provide insights into the biological age of specific tissues
C) They track the daily activity of an organism
D) They enhance reproductive health

Click here to reveal the answer.

Correct Answer: B) They provide insights into the biological age of specific tissues

Tissue-specific aging clocks estimate the biological age of tissues based on gene expression profiles, offering more accurate insights into the aging process.

Question 3:
What is a significant outcome of reproductive aging?
A) Increased muscle mass
B) Reduced fertility and higher risk of reproductive disorders
C) Enhanced cognitive function
D) Improved metabolic health

Click here to reveal the answer.

Correct Answer: B) Reduced fertility and higher risk of reproductive disorders

Reproductive aging leads to a decline in the ability of germ cells to proliferate and differentiate, resulting in reduced fertility and an increased risk of reproductive disorders.

Question 4:
Which transcription factor is involved in the longevity effects of the daf-2 mutation in C. elegans?
A) p53
B) NF-κB

Click here to reveal the answer.

Correct Answer: C) HLH-30/TFEB

HLH-30/TFEB is a transcription factor that plays a crucial role in the longevity effects of the daf-2 mutation by regulating genes involved in autophagy and stress resistance.

04: From Lab to Life: Practical Applications

Human Implications

Translating Research

The discoveries from roundworm aging research, especially the insights from the transcriptomic cell atlas, are game-changers for human aging research. By understanding the molecular and cellular mechanisms that drive aging in simpler organisms, scientists can pinpoint similar pathways in humans. This research bridges the gap between lab discoveries and real-world applications, potentially revolutionizing our approach to aging and longevity.

Key genetic pathways that influence longevity, such as insulin/IGF-1 signaling, are conserved across species, including humans. The development of tissue-specific aging clocks in roundworms offers a blueprint for creating similar predictive tools for human tissues. These aging clocks can help identify individuals at risk of age-related diseases earlier, enabling proactive interventions to maintain health and extend lifespan.

Future Treatments

These findings open up immense possibilities for new anti-aging therapies. By targeting specific genes and pathways identified in the study, researchers can develop drugs and treatments that mimic the effects of proven longevity strategies. For instance, drugs that modulate insulin/IGF-1 signaling or enhance autophagy could be tailored to slow down the aging process in humans.

A notable development in this field is the introduction of NAD booster supplements, designed to specifically target these pathways and support longevity. Products like Bio-Enhanced Nutriop Longevity® Life ULTRA, with NADH, NAD+, CQ10, ASTAXANTHIN, and CA-AKG, provide vital components for energy metabolism and oxidative stress reduction. Similarly, Bio-Enhanced Nutriop Longevity®Life, with NADH, NMN, and CQ10, boosts NAD+ levels, essential for DNA repair and cellular energy production.

Moreover, the open-access nature of the aging atlas allows researchers worldwide to explore the data and develop novel therapeutic strategies. This collaborative approach accelerates the discovery of new treatments, ensuring that scientific advancements benefit a broader population.

Personalized Anti-Aging Plans

Custom Strategies

When it comes to aging and longevity, one size does not fit all. Personalized anti-aging plans, guided by individual genetic and molecular profiles, are crucial for maximizing health-span and lifespan. By leveraging data from aging clocks and biomarkers, healthcare providers can create tailored interventions that address each individual's unique aging processes.

For instance, someone predisposed to neurodegenerative diseases might benefit from early interventions targeting neuronal aging pathways. Conversely, an individual at higher risk of metabolic disorders might focus on strategies that enhance metabolic health and reduce inflammation.

Nutriop Longevity's PURE-NAD+ supplement delivers direct NAD+ supplementation, critical for DNA repair and cellular health during stress. For robust antioxidant support, Bio-Enhanced Resveratrol PLUS+, with ingredients like Pure Quercetin, Fisetin, Curcumin, and Piperine, is highly recommended for its powerful anti-inflammatory effects.

Biomarker Guidance

Biomarkers are measurable indicators of biological processes. In aging, they provide critical insights into an individual's biological age and health status. Aging clocks, developed using transcriptomic data, serve as advanced biomarkers that can predict biological age with high accuracy.

These tools can inform personalized treatment plans by identifying the most effective interventions for each person. For example, someone with an advanced biological age of their cardiovascular system might benefit from interventions that improve heart health, such as exercise, dietary changes, or specific medications. Nutriop Longevity's Ergo-Supreme supports various cellular functions, including mitochondrial health and neuroprotection, making it an excellent choice for customized anti-aging strategies.

Future Horizons

Next Steps

While the current findings are groundbreaking, there are still many areas for further investigation. Future research will focus on understanding the interplay between different tissues during aging, identifying additional biomarkers, and developing more sophisticated aging clocks. Longitudinal studies that track changes in gene expression over time in humans will be crucial for validating and refining these tools.

Another important research area is the impact of environmental factors on aging. Understanding how lifestyle choices, such as diet, exercise, and stress management, influence molecular aging processes will provide actionable insights for promoting longevity.

Innovations Ahead

The future of aging research is bright, with many exciting innovations on the horizon. Advances in genomic editing, such as CRISPR, hold the potential to directly modify genes associated with aging and longevity. Additionally, developments in artificial intelligence and machine learning will enhance our ability to analyze complex biological data and identify new therapeutic targets.

Nutriop Longevity's LIPOSOMAL NMN PLUS + and Pure NMN capsules are at the forefront of these innovations, offering potent formulations that energize cells, support DNA repair, and optimize energy utilization.

As our understanding of aging mechanisms deepens, we can expect a proliferation of new treatments and technologies designed to extend health-span and lifespan. These innovations will not only improve individual health outcomes but also have a profound impact on public health and society as a whole.

Quiz Your Knowledge: From Lab to Life: Practical Applications

Question 1:
How can findings from aging research in roundworms impact human aging research?
A) By providing exact treatment protocols for humans
B) By identifying conserved genetic pathways that influence aging
C) By suggesting that humans have similar lifespans as roundworms
D) By showing that aging cannot be influenced by genetic factors

Click here to reveal the answer.

Correct Answer: B) By identifying conserved genetic pathways that influence aging

The research in roundworms helps identify genetic pathways that are conserved across species, providing insights that can be applied to human aging research.

Question 2:
What is the significance of developing tissue-specific aging clocks?
A) They predict chronological age
B) They measure daily activity levels
C) They provide accurate measures of biological age for specific tissues
D) They monitor dietary habits

Click here to reveal the answer.

Correct Answer: C) They provide accurate measures of biological age for specific tissues

Tissue-specific aging clocks predict the biological age of different tissues, offering more precise insights into the aging process.

Question 3:
Why are personalized anti-aging plans important?
A) They offer a one-size-fits-all solution to aging
B) They consider individual genetic and molecular profiles to tailor interventions
C) They disregard individual health conditions
D) They are more cost-effective than general treatments

Click here to reveal the answer.

Correct Answer: B) They consider individual genetic and molecular profiles to tailor interventions

Personalized anti-aging plans are designed based on individual genetic and molecular profiles, making interventions more effective for each person.

Question 4:
What is a key area for future aging research?
A) Understanding the impact of environmental factors on aging
B) Developing a universal anti-aging pill
C) Ignoring the role of genetics in aging
D) Focusing only on cosmetic treatments

Click here to reveal the answer.

Correct Answer: A) Understanding the impact of environmental factors on aging

Future aging research will focus on how lifestyle choices and environmental factors influence molecular aging processes, providing actionable insights for promoting longevity.


  • Apfeld, J. & Kenyon, C. Cell nonautonomy of C. elegans daf-2 function in the regulation of diapause and life span. Cell 95, 199–210 (1998).
  • Blüher, M., Kahn, B. B. & Kahn, C. R. Extended longevity in mice lacking the insulin receptor in adipose tissue. Science 299, 572–574 (2003).
  • Papadopoli, D. et al. mTOR as a central regulator of lifespan and aging. F1000Res. 8, F1000 Faculty Rev-998 (2019).
  • Murphy, C. T. et al. Genes that act downstream of DAF-16 to influence the lifespan of Caenorhabditis elegans. Nature 424, 277–283 (2003).
  • Zhang, Y.-P. et al. Intestine-specific removal of DAF-2 nearly doubles lifespan in Caenorhabditis elegans with little fitness cost. Nat. Commun. 13, 6339 (2022).
  • Wessells, R. J., Fitzgerald, E., Cypser, J. R., Tatar, M. & Bodmer, R. Insulin regulation of heart function in aging fruit flies. Nat. Genet. 36, 1275–1281 (2004).
  • Hwangbo, D. S. et al. Drosophila dFOXO controls lifespan and regulates insulin signalling in brain and fat body. Nature 429, 562–566 (2004).
  • Pan, K. Z. et al. Inhibition of mRNA translation extends lifespan in Caenorhabditis elegans. Aging Cell 6, 111–119 (2007).
  • Robida-Stubbs, S. et al. TOR signaling and rapamycin influence longevity by regulating SKN-1/Nrf and DAF-16/FoxO. Cell Metab. 15, 713–724 (2012).
  • Zhang, Y. et al. Neuronal TORC1 modulates longevity via AMPK and cell nonautonomous regulation of mitochondrial dynamics in C. elegans. eLife 8, e49158 (2019).
  • Folick, A. et al. Lysosomal signaling molecules regulate longevity in Caenorhabditis elegans. Science 347, 83–86 (2015).
  • Savini, M. et al. Lysosome lipid signalling from the periphery to neurons regulates longevity. Nat. Cell Biol. 24, 906–916 (2022).
  • Elmentaite, R., Conde, C. D., Yang, L. & Teichmann, S. A. Single-cell atlases: shared and tissue-specific cell types across human organs. Nat. Rev. Genet. 23, 395–410 (2022).
  • Zeisel, A. et al. Molecular architecture of the mouse nervous system. Cell 174, 999–1014 (2018).
  • Regev, A. et al. The Human Cell Atlas. eLife 6, e27041 (2017).
  • Travaglini, K. J. et al. A molecular cell atlas of the human lung from single-cell RNA sequencing. Nature 587, 619–625 (2020).
  • Taylor, S. R. et al. Molecular topography of an entire nervous system. Cell 184, 4329–4347 (2021).
  • Cao, J. et al. Comprehensive single-cell transcriptional profiling of a multicellular organism. Science 357, 661–667 (2017).
  • Tang, F. et al. mRNA-seq whole-transcriptome analysis of a single cell. Nat. Methods 6, 377–382 (2009).
  • Kaletsky, R. & Murphy, C. T. Transcriptional profiling of C. elegans adult cells and tissues with age. Methods Mol. Biol. 2144, 177–186 (2020).
  • Roux, A. E. et al. Individual cell types in C. elegans age differently and activate distinct cell-protective responses. Cell Rep. 42, 112902 (2023).
  • Kaletsky, R. et al. The C. elegans adult neuronal IIS/FOXO transcriptome reveals adult phenotype regulators. Nature 529, 92–96 (2016).
  • Li, H. et al. Fly Cell Atlas: a single-nucleus transcriptomic atlas of the adult fruit fly. Science 375, eabk2432 (2022).
  • Martin, B. K. et al. Optimized single-nucleus transcriptional profiling by combinatorial indexing. Nat. Protoc. 18, 188–207 (2023).
  • Lu, T.-C. et al. Aging Fly Cell Atlas identifies exhaustive aging features at cellular resolution. Science 380, eadg0934 (2023).
  • Hobert, O., Glenwinkel, L. & White, J. Revisiting neuronal cell type classification in Caenorhabditis elegans. Curr. Biol. 26, R1197–R1203 (2016).
  • Street, K. et al. Slingshot: cell lineage and pseudotime inference for single-cell transcriptomics. BMC Genomics 19, 477 (2018).
  • Bergen, V., Lange, M., Peidli, S., Wolf, F. A. & Theis, F. J. Generalizing RNA velocity to transient cell states through dynamical modeling. Nat. Biotechnol. 38, 1408–1414 (2020).
  • Diag, A., Schilling, M., Klironomos, F., Ayoub, S. & Rajewsky, N. Spatiotemporal m(i)RNA architecture and 3′ UTR regulation in the C. elegans germline. Dev. Cell 47, 785–800 (2018).
  • Galkin, F. et al. Biohorology and biomarkers of aging: current state-of-the-art, challenges and opportunities. Ageing Res. Rev. 60, 101050 (2020).

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