The Replica Set Method is a Robust, Accurate, and High-Throughput Approach for Assessing and Comparing Lifespan in C. elegans Experiments

被引:1
|
作者
Cornwell, Adam [1 ]
Llop, Jesse R. [1 ]
Salzman, Peter [2 ,4 ]
Rasmussen, Niels [1 ]
Thakar, Juilee [1 ,2 ,3 ]
Samuelson, Andrew V. [1 ]
机构
[1] Univ Rochester, Med Ctr, Dept Biomed Genet, Rochester, NY 14627 USA
[2] Univ Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY USA
[3] Univ Rochester, Med Ctr, Dept Microbiol & Immunol, Rochester, NY USA
[4] Bristol Myers Squibb, Nonclin Stat, Devens, MA USA
来源
FRONTIERS IN AGING | 2022年 / 3卷
基金
美国国家卫生研究院;
关键词
Caenorhabditis elegans; lifespan; survival modeling; biostatistics; high throughput; SYSTEMATIC RNAI SCREEN; INTERVAL-CENSORED-DATA; CAENORHABDITIS-ELEGANS; WILD-TYPE; LONGEVITY; NEMATODE; GOMPERTZ; SURVIVAL; MUTANT; GENES;
D O I
10.3389/fragi.2022.861701
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The advent of feeding based RNAi in Caenorhabditis elegans led to an era of gene discovery in aging research. Hundreds of gerogenes were discovered, and many are evolutionarily conserved, raising the exciting possibility that the underlying genetic basis for healthy aging in higher vertebrates could be quickly deciphered. Yet, the majority of putative gerogenes have still only been cursorily characterized, highlighting the need for high-throughput, quantitative assessments of changes in aging. A widely used surrogate measure of aging is lifespan. The traditional way to measure mortality in C. elegans tracks the deaths of individual animals over time within a relatively small population. This traditional method provides straightforward, direct measurements of median and maximum lifespan for the sampled population. However, this method is time consuming, often underpowered, and involves repeated handling of a set of animals over time, which in turn can introduce contamination or possibly damage increasingly fragile, aged animals. We have previously developed an alternative "Replica Set" methodology, which minimizes handling and increases throughput by at least an order of magnitude. The Replica Set method allows changes in lifespan to be measured for over one hundred feeding-based RNAi clones by one investigator in a single experiment- facilitating the generation of large quantitative phenotypic datasets, a prerequisite for development of biological models at a systems level. Here, we demonstrate through analysis of lifespan experiments simulated in silico that the Replica Set method is at least as precise and accurate as the traditional method in evaluating and estimating lifespan, and requires many fewer total animal observations across the course of an experiment. Furthermore, we show that the traditional approach to lifespan experiments is more vulnerable than the Replica Set method to experimental and measurement error. We find no compromise in statistical power for Replica Set experiments, even for moderate effect sizes, or when simulated experimental errors are introduced. We compare and contrast the statistical analysis of data generated by the two approaches, and highlight pitfalls common with the traditional methodology. Collectively, our analysis provides a standard of measure for each method across comparable parameters, which will be invaluable in both experimental design and evaluation of published data for lifespan studies.
引用
收藏
页数:21
相关论文
共 50 条
  • [31] High-throughput small molecule screen identifies inhibitors of microsporidia invasion and proliferation in C. elegans
    Murareanu, Brandon M.
    Antao, Noelle, V
    Zhao, Winnie
    Dubuffet, Aurore
    El Alaoui, Hicham
    Knox, Jessica
    Ekiert, Damian C.
    Bhabha, Gira
    Roy, Peter J.
    Reinke, Aaron W.
    NATURE COMMUNICATIONS, 2022, 13 (01)
  • [32] High-throughput tracking enables systematic phenotyping and drug repurposing in C. elegans disease models
    O'Brien, Thomas J.
    Barlow, Ida L.
    Feriani, Luigi
    Brown, Andre E. X.
    ELIFE, 2025, 12
  • [33] High-throughput behavioral screen in C. elegans reveals Parkinson's disease drug candidates
    Sohrabi, Salman
    Mor, Danielle E.
    Kaletsky, Rachel
    Keyes, William
    Murphy, Coleen T.
    COMMUNICATIONS BIOLOGY, 2021, 4 (01)
  • [34] High-throughput behavioral screen in C. elegans reveals Parkinson’s disease drug candidates
    Salman Sohrabi
    Danielle E. Mor
    Rachel Kaletsky
    William Keyes
    Coleen T. Murphy
    Communications Biology, 4
  • [35] High-throughput small molecule screen identifies inhibitors of microsporidia invasion and proliferation in C. elegans
    Brandon M. Murareanu
    Noelle V. Antao
    Winnie Zhao
    Aurore Dubuffet
    Hicham El Alaoui
    Jessica Knox
    Damian C. Ekiert
    Gira Bhabha
    Peter J. Roy
    Aaron W. Reinke
    Nature Communications, 13
  • [36] High-throughput identification of oxidative stress-inducing environmental chemicals in the C. elegans system
    Huynh, Dylan
    Wu, Cheng-Wei
    FREE RADICAL BIOLOGY AND MEDICINE, 2022, 191 : 59 - 65
  • [37] An automated high-throughput system for phenotypic screening of chemical libraries on C. elegans and parasitic nematodes
    Partridge, Frederick A.
    Brown, Anwen E.
    Buckingham, Steven D.
    Willis, Nicky J.
    Wynne, Graham M.
    Forman, Ruth
    Else, Kathryn J.
    Morrison, Alison A.
    Matthews, Jacqueline B.
    Russell, Angela J.
    Lomas, David A.
    Sattelle, David B.
    INTERNATIONAL JOURNAL FOR PARASITOLOGY-DRUGS AND DRUG RESISTANCE, 2018, 8 (01): : 8 - 21
  • [38] GOANA: A Universal High-Throughput Web Service for Assessing and Comparing the Outcome and Efficiency of Genome Editing Experiments
    Reti, Daniel
    O'Brien, Aidan
    Wetzel, Pascal
    Tay, Aidan
    Bauer, Denis C.
    Wilson, Laurence O. W.
    CRISPR JOURNAL, 2021, 4 (02): : 243 - 252
  • [39] ExSTA: External Standard Addition Method for Accurate High-Throughput Quantitation in Targeted Proteomics Experiments
    Mohammed, Yassene
    Pan, Jingxi
    Zhang, Suping
    Han, Jun
    Borchers, Christoph H.
    PROTEOMICS CLINICAL APPLICATIONS, 2018, 12 (02)
  • [40] Mapping sensory diversity using microfluidic-driven high-throughput neural imaging in C. elegans
    Lagoy, Ross C.
    Gongs, Tameka
    Albrecht, Dirk R.
    2015 41ST ANNUAL NORTHEAST BIOMEDICAL ENGINEERING CONFERENCE (NEBEC), 2015,