Literature DB >> 26755588

Stochastic modeling reveals an evolutionary mechanism underlying elevated rates of childhood leukemia.

Andrii I Rozhok1, Jennifer L Salstrom2, James DeGregori3.   

Abstract

Young children have higher rates of leukemia than young adults. This fact represents a fundamental conundrum, because hematopoietic cells in young children should have fewer mutations (including oncogenic ones) than such cells in adults. Here, we present the results of stochastic modeling of hematopoietic stem cell (HSC) clonal dynamics, which demonstrated that early HSC pools were permissive to clonal evolution driven by drift. We show that drift-driven clonal expansions cooperate with faster HSC cycling in young children to produce conditions that are permissive for accumulation of multiple driver mutations in a single cell. Later in life, clonal evolution was suppressed by stabilizing selection in the larger young adult pools, and it was driven by positive selection at advanced ages in the presence of microenvironmental decline. Overall, our results indicate that leukemogenesis is driven by distinct evolutionary forces in children and adults.

Entities:  

Keywords:  aging; cancer; childhood leukemia; somatic evolution; stochastic modeling

Mesh:

Year:  2016        PMID: 26755588      PMCID: PMC4743806          DOI: 10.1073/pnas.1509333113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  45 in total

1.  Law of the Minimum paradoxes.

Authors:  Alexander N Gorban; Lyudmila I Pokidysheva; Elena V Smirnova; Tatiana A Tyukina
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2.  When one mutation is all it takes.

Authors:  Mel Greaves
Journal:  Cancer Cell       Date:  2015-04-13       Impact factor: 31.743

3.  p53-mediated hematopoietic stem and progenitor cell competition.

Authors:  Tanya Bondar; Ruslan Medzhitov
Journal:  Cell Stem Cell       Date:  2010-04-02       Impact factor: 24.633

4.  Clonal origin of chronic myelocytic leukemia in man.

Authors:  P J Fialkow; S M Gartler; A Yoshida
Journal:  Proc Natl Acad Sci U S A       Date:  1967-10       Impact factor: 11.205

5.  Evidence that hematopoiesis may be a stochastic process in vivo.

Authors:  J L Abkowitz; S N Catlin; P Guttorp
Journal:  Nat Med       Date:  1996-02       Impact factor: 53.440

6.  Clonal analysis reveals multiple functional defects of aged murine hematopoietic stem cells.

Authors:  Brad Dykstra; Sandra Olthof; Jaring Schreuder; Martha Ritsema; Gerald de Haan
Journal:  J Exp Med       Date:  2011-11-21       Impact factor: 14.307

7.  Stochastic modeling indicates that aging and somatic evolution in the hematopoetic system are driven by non-cell-autonomous processes.

Authors:  Andrii I Rozhok; Jennifer L Salstrom; James DeGregori
Journal:  Aging (Albany NY)       Date:  2014-12       Impact factor: 5.682

8.  Detectable clonal mosaicism from birth to old age and its relationship to cancer.

Authors:  Cathy C Laurie; Cecelia A Laurie; Kenneth Rice; Kimberly F Doheny; Leila R Zelnick; Caitlin P McHugh; Hua Ling; Kurt N Hetrick; Elizabeth W Pugh; Chris Amos; Qingyi Wei; Li-e Wang; Jeffrey E Lee; Kathleen C Barnes; Nadia N Hansel; Rasika Mathias; Denise Daley; Terri H Beaty; Alan F Scott; Ingo Ruczinski; Rob B Scharpf; Laura J Bierut; Sarah M Hartz; Maria Teresa Landi; Neal D Freedman; Lynn R Goldin; David Ginsburg; Jun Li; Karl C Desch; Sara S Strom; William J Blot; Lisa B Signorello; Sue A Ingles; Stephen J Chanock; Sonja I Berndt; Loic Le Marchand; Brian E Henderson; Kristine R Monroe; John A Heit; Mariza de Andrade; Sebastian M Armasu; Cynthia Regnier; William L Lowe; M Geoffrey Hayes; Mary L Marazita; Eleanor Feingold; Jeffrey C Murray; Mads Melbye; Bjarke Feenstra; Jae H Kang; Janey L Wiggs; Gail P Jarvik; Andrew N McDavid; Venkatraman E Seshan; Daniel B Mirel; Andrew Crenshaw; Nataliya Sharopova; Anastasia Wise; Jess Shen; David R Crosslin; David M Levine; Xiuwen Zheng; Jenna I Udren; Siiri Bennett; Sarah C Nelson; Stephanie M Gogarten; Matthew P Conomos; Patrick Heagerty; Teri Manolio; Louis R Pasquale; Christopher A Haiman; Neil Caporaso; Bruce S Weir
Journal:  Nat Genet       Date:  2012-05-06       Impact factor: 38.330

Review 9.  Multistage models of carcinogenesis.

Authors:  P Armitage
Journal:  Environ Health Perspect       Date:  1985-11       Impact factor: 9.031

10.  Detectable clonal mosaicism and its relationship to aging and cancer.

Authors:  Kevin B Jacobs; Meredith Yeager; Weiyin Zhou; Sholom Wacholder; Zhaoming Wang; Benjamin Rodriguez-Santiago; Amy Hutchinson; Xiang Deng; Chenwei Liu; Marie-Josephe Horner; Michael Cullen; Caroline G Epstein; Laurie Burdett; Michael C Dean; Nilanjan Chatterjee; Joshua Sampson; Charles C Chung; Joseph Kovaks; Susan M Gapstur; Victoria L Stevens; Lauren T Teras; Mia M Gaudet; Demetrius Albanes; Stephanie J Weinstein; Jarmo Virtamo; Philip R Taylor; Neal D Freedman; Christian C Abnet; Alisa M Goldstein; Nan Hu; Kai Yu; Jian-Min Yuan; Linda Liao; Ti Ding; You-Lin Qiao; Yu-Tang Gao; Woon-Puay Koh; Yong-Bing Xiang; Ze-Zhong Tang; Jin-Hu Fan; Melinda C Aldrich; Christopher Amos; William J Blot; Cathryn H Bock; Elizabeth M Gillanders; Curtis C Harris; Christopher A Haiman; Brian E Henderson; Laurence N Kolonel; Loic Le Marchand; Lorna H McNeill; Benjamin A Rybicki; Ann G Schwartz; Lisa B Signorello; Margaret R Spitz; John K Wiencke; Margaret Wrensch; Xifeng Wu; Krista A Zanetti; Regina G Ziegler; Jonine D Figueroa; Montserrat Garcia-Closas; Nuria Malats; Gaelle Marenne; Ludmila Prokunina-Olsson; Dalsu Baris; Molly Schwenn; Alison Johnson; Maria Teresa Landi; Lynn Goldin; Dario Consonni; Pier Alberto Bertazzi; Melissa Rotunno; Preetha Rajaraman; Ulrika Andersson; Laura E Beane Freeman; Christine D Berg; Julie E Buring; Mary A Butler; Tania Carreon; Maria Feychting; Anders Ahlbom; J Michael Gaziano; Graham G Giles; Goran Hallmans; Susan E Hankinson; Patricia Hartge; Roger Henriksson; Peter D Inskip; Christoffer Johansen; Annelie Landgren; Roberta McKean-Cowdin; Dominique S Michaud; Beatrice S Melin; Ulrike Peters; Avima M Ruder; Howard D Sesso; Gianluca Severi; Xiao-Ou Shu; Kala Visvanathan; Emily White; Alicja Wolk; Anne Zeleniuch-Jacquotte; Wei Zheng; Debra T Silverman; Manolis Kogevinas; Juan R Gonzalez; Olaya Villa; Donghui Li; Eric J Duell; Harvey A Risch; Sara H Olson; Charles Kooperberg; Brian M Wolpin; Li Jiao; Manal Hassan; William Wheeler; Alan A Arslan; H Bas Bueno-de-Mesquita; Charles S Fuchs; Steven Gallinger; Myron D Gross; Elizabeth A Holly; Alison P Klein; Andrea LaCroix; Margaret T Mandelson; Gloria Petersen; Marie-Christine Boutron-Ruault; Paige M Bracci; Federico Canzian; Kenneth Chang; Michelle Cotterchio; Edward L Giovannucci; Michael Goggins; Judith A Hoffman Bolton; Mazda Jenab; Kay-Tee Khaw; Vittorio Krogh; Robert C Kurtz; Robert R McWilliams; Julie B Mendelsohn; Kari G Rabe; Elio Riboli; Anne Tjønneland; Geoffrey S Tobias; Dimitrios Trichopoulos; Joanne W Elena; Herbert Yu; Laufey Amundadottir; Rachael Z Stolzenberg-Solomon; Peter Kraft; Fredrick Schumacher; Daniel Stram; Sharon A Savage; Lisa Mirabello; Irene L Andrulis; Jay S Wunder; Ana Patiño García; Luis Sierrasesúmaga; Donald A Barkauskas; Richard G Gorlick; Mark Purdue; Wong-Ho Chow; Lee E Moore; Kendra L Schwartz; Faith G Davis; Ann W Hsing; Sonja I Berndt; Amanda Black; Nicolas Wentzensen; Louise A Brinton; Jolanta Lissowska; Beata Peplonska; Katherine A McGlynn; Michael B Cook; Barry I Graubard; Christian P Kratz; Mark H Greene; Ralph L Erickson; David J Hunter; Gilles Thomas; Robert N Hoover; Francisco X Real; Joseph F Fraumeni; Neil E Caporaso; Margaret Tucker; Nathaniel Rothman; Luis A Pérez-Jurado; Stephen J Chanock
Journal:  Nat Genet       Date:  2012-05-06       Impact factor: 38.330

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  12 in total

Review 1.  Rejuvenation of aged hematopoietic stem cells.

Authors:  Novella Guidi; Hartmut Geiger
Journal:  Semin Hematol       Date:  2016-10-24       Impact factor: 3.851

Review 2.  Aging of hematopoietic stem cells: DNA damage and mutations?

Authors:  Bettina M Moehrle; Hartmut Geiger
Journal:  Exp Hematol       Date:  2016-07-08       Impact factor: 3.084

3.  Clonal hematopoiesis, with and without candidate driver mutations, is common in the elderly.

Authors:  Florian Zink; Simon N Stacey; Gudmundur L Norddahl; Michael L Frigge; Olafur T Magnusson; Ingileif Jonsdottir; Thorgeir E Thorgeirsson; Asgeir Sigurdsson; Sigurjon A Gudjonsson; Julius Gudmundsson; Jon G Jonasson; Laufey Tryggvadottir; Thorvaldur Jonsson; Agnar Helgason; Arnaldur Gylfason; Patrick Sulem; Thorunn Rafnar; Unnur Thorsteinsdottir; Daniel F Gudbjartsson; Gisli Masson; Augustine Kong; Kari Stefansson
Journal:  Blood       Date:  2017-05-08       Impact factor: 22.113

4.  The evolution of lifespan and age-dependent cancer risk.

Authors:  Andrii I Rozhok; James DeGregori
Journal:  Trends Cancer       Date:  2016-10

5.  Optimal experimental design for mathematical models of haematopoiesis.

Authors:  Luis Martinez Lomeli; Abdon Iniguez; Prasanthi Tata; Nilamani Jena; Zhong-Ying Liu; Richard Van Etten; Arthur D Lander; Babak Shahbaba; John S Lowengrub; Vladimir N Minin
Journal:  J R Soc Interface       Date:  2021-01-27       Impact factor: 4.118

6.  Hierarchical tissue organization as a general mechanism to limit the accumulation of somatic mutations.

Authors:  Imre Derényi; Gergely J Szöllősi
Journal:  Nat Commun       Date:  2017-02-23       Impact factor: 14.919

Review 7.  From humans to hydra: patterns of cancer across the tree of life.

Authors:  Thales A F Albuquerque; Luisa Drummond do Val; Aoife Doherty; João Pedro de Magalhães
Journal:  Biol Rev Camb Philos Soc       Date:  2018-04-16

Review 8.  Inflammation as a regulator of hematopoietic stem cell function in disease, aging, and clonal selection.

Authors:  Eric M Pietras; Markus G Manz; Francisco Caiado
Journal:  J Exp Med       Date:  2021-06-15       Impact factor: 14.307

9.  Should tissue structure suppress or amplify selection to minimize cancer risk?

Authors:  Laura Hindersin; Benjamin Werner; David Dingli; Arne Traulsen
Journal:  Biol Direct       Date:  2016-08-23       Impact factor: 4.540

10.  A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution.

Authors:  Andrii I Rozhok; Rebecca E Silberman; Kelly C Higa; L Alex Liggett; Angelika Amon; James DeGregori
Journal:  Sci Rep       Date:  2020-07-22       Impact factor: 4.379

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