Literature DB >> 26035426

Stochastic modelling, Bayesian inference, and new in vivo measurements elucidate the debated mtDNA bottleneck mechanism.

Iain G Johnston1, Joerg P Burgstaller2, Vitezslav Havlicek3, Thomas Kolbe4, Thomas Rülicke5, Gottfried Brem6, Jo Poulton7, Nick S Jones1.   

Abstract

Dangerous damage to mitochondrial DNA (mtDNA) can be ameliorated during mammalian development through a highly debated mechanism called the mtDNA bottleneck. Uncertainty surrounding this process limits our ability to address inherited mtDNA diseases. We produce a new, physically motivated, generalisable theoretical model for mtDNA populations during development, allowing the first statistical comparison of proposed bottleneck mechanisms. Using approximate Bayesian computation and mouse data, we find most statistical support for a combination of binomial partitioning of mtDNAs at cell divisions and random mtDNA turnover, meaning that the debated exact magnitude of mtDNA copy number depletion is flexible. New experimental measurements from a wild-derived mtDNA pairing in mice confirm the theoretical predictions of this model. We analytically solve a mathematical description of this mechanism, computing probabilities of mtDNA disease onset, efficacy of clinical sampling strategies, and effects of potential dynamic interventions, thus developing a quantitative and experimentally-supported stochastic theory of the bottleneck.

Entities:  

Keywords:  bottleneck; chromosomes; computational biology; developmental biology; genes; mouse; mtDNA; statistics; stochastic modelling; systems biology

Mesh:

Substances:

Year:  2015        PMID: 26035426      PMCID: PMC4486817          DOI: 10.7554/eLife.07464

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  68 in total

1.  The mitochondrial DNA genetic bottleneck results from replication of a subpopulation of genomes.

Authors:  Timothy Wai; Daniella Teoli; Eric A Shoubridge
Journal:  Nat Genet       Date:  2008-12       Impact factor: 38.330

Review 2.  Mitochondrial DNA genetics and the heteroplasmy conundrum in evolution and disease.

Authors:  Douglas C Wallace; Dimitra Chalkia
Journal:  Cold Spring Harb Perspect Biol       Date:  2013-11-01       Impact factor: 10.005

3.  Compromising mitochondrial function with the antiretroviral drug efavirenz induces cell survival-promoting autophagy.

Authors:  Nadezda Apostolova; Leysa J Gomez-Sucerquia; Anna Gortat; Ana Blas-Garcia; Juan V Esplugues
Journal:  Hepatology       Date:  2011-08-02       Impact factor: 17.425

4.  Detection of heteroplasmy in individual mitochondrial particles.

Authors:  Bobby G Poe; Ciarán F Duffy; Michael A Greminger; Bradley J Nelson; Edgar A Arriaga
Journal:  Anal Bioanal Chem       Date:  2010-05-14       Impact factor: 4.142

5.  Mitochondrial DNA heteroplasmy in cloned cattle produced by fetal and adult cell cloning.

Authors:  R Steinborn; P Schinogl; V Zakhartchenko; R Achmann; W Schernthaner; M Stojkovic; E Wolf; M Müller; G Brem
Journal:  Nat Genet       Date:  2000-07       Impact factor: 38.330

6.  A model of the nuclear control of mitochondrial DNA replication.

Authors:  Graham J Capps; David C Samuels; Patrick F Chinnery
Journal:  J Theor Biol       Date:  2003-04-21       Impact factor: 2.691

Review 7.  Mitochondrial diseases in man and mouse.

Authors:  D C Wallace
Journal:  Science       Date:  1999-03-05       Impact factor: 47.728

8.  A systems approach for decoding mitochondrial retrograde signaling pathways.

Authors:  Sehyun Chae; Byung Yong Ahn; Kyunghee Byun; Young Min Cho; Myeong-Hee Yu; Bonghee Lee; Daehee Hwang; Kyong Soo Park
Journal:  Sci Signal       Date:  2013-02-26       Impact factor: 8.192

9.  Towards germline gene therapy of inherited mitochondrial diseases.

Authors:  Masahito Tachibana; Paula Amato; Michelle Sparman; Joy Woodward; Dario Melguizo Sanchis; Hong Ma; Nuria Marti Gutierrez; Rebecca Tippner-Hedges; Eunju Kang; Hyo-Sang Lee; Cathy Ramsey; Keith Masterson; David Battaglia; David Lee; Diana Wu; Jeffrey Jensen; Phillip Patton; Sumita Gokhale; Richard Stouffer; Shoukhrat Mitalipov
Journal:  Nature       Date:  2012-10-24       Impact factor: 49.962

10.  Mitochondrial nucleoids maintain genetic autonomy but allow for functional complementation.

Authors:  Robert W Gilkerson; Eric A Schon; Evelyn Hernandez; Mercy M Davidson
Journal:  J Cell Biol       Date:  2008-06-23       Impact factor: 10.539

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  28 in total

1.  Mitigating Mitochondrial Genome Erosion Without Recombination.

Authors:  Arunas L Radzvilavicius; Hanna Kokko; Joshua R Christie
Journal:  Genetics       Date:  2017-09-11       Impact factor: 4.562

Review 2.  Genetic Counselling for Maternally Inherited Mitochondrial Disorders.

Authors:  Joanna Poulton; Josef Finsterer; Patrick Yu-Wai-Man
Journal:  Mol Diagn Ther       Date:  2017-08       Impact factor: 4.074

3.  Sorting of mitochondrial and plastid heteroplasmy in Arabidopsis is extremely rapid and depends on MSH1 activity.

Authors:  Amanda K Broz; Alexandra Keene; Matheus Fernandes Gyorfy; Mychaela Hodous; Iain G Johnston; Daniel B Sloan
Journal:  Proc Natl Acad Sci U S A       Date:  2022-08-15       Impact factor: 12.779

4.  Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020).

Authors:  Roohallah Alizadehsani; Mohamad Roshanzamir; Sadiq Hussain; Abbas Khosravi; Afsaneh Koohestani; Mohammad Hossein Zangooei; Moloud Abdar; Adham Beykikhoshk; Afshin Shoeibi; Assef Zare; Maryam Panahiazar; Saeid Nahavandi; Dipti Srinivasan; Amir F Atiya; U Rajendra Acharya
Journal:  Ann Oper Res       Date:  2021-03-21       Impact factor: 4.820

5.  A Population Phylogenetic View of Mitochondrial Heteroplasmy.

Authors:  Peter R Wilton; Arslan Zaidi; Kateryna Makova; Rasmus Nielsen
Journal:  Genetics       Date:  2018-01-17       Impact factor: 4.562

6.  Mutation-specific effects in germline transmission of pathogenic mtDNA variants.

Authors:  Auke B C Otten; Suzanne C E H Sallevelt; Phillippa J Carling; Joseph C F M Dreesen; Marion Drüsedau; Sabine Spierts; Aimee D C Paulussen; Christine E M de Die-Smulders; Mary Herbert; Patrick F Chinnery; David C Samuels; Patrick Lindsey; Hubert J M Smeets
Journal:  Hum Reprod       Date:  2018-07-01       Impact factor: 6.918

7.  Evolution of Cell-to-Cell Variability in Stochastic, Controlled, Heteroplasmic mtDNA Populations.

Authors:  Iain G Johnston; Nick S Jones
Journal:  Am J Hum Genet       Date:  2016-10-27       Impact factor: 11.025

8.  Oxygen tension modulates the mitochondrial genetic bottleneck and influences the segregation of a heteroplasmic mtDNA variant in vitro.

Authors:  Aurora Gomez-Duran; Florian Klimm; Mikael G Pezet; Juvid Aryaman; Stephen Burr; Wei Wei; Mitinori Saitou; Julien Prudent; Patrick F Chinnery
Journal:  Commun Biol       Date:  2021-05-14

Review 9.  Extreme heterogeneity of human mitochondrial DNA from organelles to populations.

Authors:  James B Stewart; Patrick F Chinnery
Journal:  Nat Rev Genet       Date:  2020-09-28       Impact factor: 53.242

10.  Closed-form stochastic solutions for non-equilibrium dynamics and inheritance of cellular components over many cell divisions.

Authors:  Iain G Johnston; Nick S Jones
Journal:  Proc Math Phys Eng Sci       Date:  2015-08-08       Impact factor: 2.704

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