Program Official

Principal Investigator

Eun-Sil Shelley
Hwang
Awardee Organization

Duke University
United States

Fiscal Year
2023
Activity Code
U2C
Early Stage Investigator Grants (ESI)
Not Applicable
Project End Date

Breast Pre-Cancer Atlas Center

Development of invasive breast cancer may frequently progress through a preinvasive precursor called ductal carcinoma in situ (DCIS). DCIS is a common clinical diagnosis that is essentially a disease of screening triggered by the detection of abnormal breast calcifications on mammography. Before the advent of mammography, DCIS was an incidental and relatively uncommon finding. Over 60,000 women in the United States will be presented with this diagnosis each year with relatively weak evidence-based guidance for disease management which ranges from active surveillance to bilateral mastectomy. We propose to compile multi-dimensional and multi-scale data on DCIS to construct a Pre-Cancer Atlas that can be used to better understand the disease but also to better stratify risk of progression. To do this, we have assembled a team of investigators with deep and complementary clinical, experimental, and quantitative expertise and experience with DCIS and breast cancer. Further, we conduct these studies with full consideration of tumor evolution and ecology as it pertains to precancer development and progression. Specific aspects of the proposed Atlas construction include: 1) Several types of DCIS cohorts that will capture spatial and longitudinal information including a prospective clinical trial cohort undergoing active surveillance, 2) Analyses designed to maintain relevant spatial organization of the disease for evolutionary and Atlas building considerations based on 3) Radiologic-histologic-cellularmolecular registration approaches, 4) Characterization at multiple scales including whole tumor, single duct and single cell levels, 5) Characterization of relevant parameters including mutations, copy number changes, methylation, gene expression, and microenvironmental elements including inflammatory cell profiles. 6) Incorporation of the breast cancer intrinsic subtype paradigm into the analytic phase, and 7) Layered, spatial, and longitudinal data visualization. Overall, this work will provide a comprehensive platform to guide the next generation of studies on DCIS and other precancers.

Publications

  • Lakatos E, Gunasri V, Zapata L, Househam J, Heide T, Trahearn N, Swinyard O, Cisneros L, Lynn C, Mossner M, Kimberley C, Spiteri I, Cresswell GD, Llibre-Palomar G, Mitchison M, Maley CC, Jansen M, Rodriguez-Justo M, Bridgewater J, Baker AM, Sottoriva A, Graham TA. Epigenome and early selection determine the tumour-immune evolutionary trajectory of colorectal cancer. bioRxiv : the preprint server for biology. 2024 Feb 14. PMID: 38405882
  • Ryser MD, Greenwald MA, Sorribes IC, King LM, Hall A, Geradts J, Weaver DL, Mallo D, Holloway S, Monyak D, Gumbert G, Vaez-Ghaemi S, Wu E, Murgas K, Grimm LJ, Maley CC, Marks JR, Shibata D, Hwang ES. Growth Dynamics of Ductal Carcinoma in Situ Recapitulate Normal Breast Development. bioRxiv : the preprint server for biology. 2023 Oct 2. PMID: 37873488
  • Kapsetaki SE, Cisneros LH, Maley CC. Cell-in-cell phenomena across the tree of life. Research square. 2023 Sep 29. PMID: 37841858
  • Ryser MD, Mallo D, Hall A, Hardman T, King LM, Tatishchev S, Sorribes IC, Maley CC, Marks JR, Hwang ES, Shibata D. Minimal barriers to invasion during human colorectal tumor growth. Nature communications. 2020 Mar 9;11(1):1280. PMID: 32152322
  • Strand SH, Rivero-Gutiérrez B, Houlahan KE, Seoane JA, King LM, Risom T, Simpson LA, Vennam S, Khan A, Cisneros L, Hardman T, Harmon B, Couch F, Gallagher K, Kilgore M, We S, DeMichele A, King T, McAuliffe PF, Nangia J, Lee J, Tseng J, Storniolo AM, Thompson AM, Gupta GP, Burns R, Veis DJ, DeSchryver K, Zhu C, Matusiak M, Wang J, Zhu SX, Tappenden J, Ding DY, Zhang D, Luo J, Jiang S, Varma S, Anderson L, Straub C, Srivastava S, Curtis C, Tibshirani R, Angelo RM, Hall A, Owzar K, Polyak K, Maley C, Marks JR, Colditz GA, Hwang ES, West RB. Molecular classification and biomarkers of clinical outcome in breast ductal carcinoma in situ: Analysis of TBCRC 038 and RAHBT cohorts. Cancer cell. 2023 Jul 10;41(7):1381. PMID: 37433282
  • Fortunato A, Fleming A, Aktipis A, Maley CC. Upregulation of DNA repair genes and cell extrusion underpin the remarkable radiation resistance of Trichoplax adhaerens. PLoS biology. 2021 Nov 17;19(11):e3001471. doi: 10.1371/journal.pbio.3001471. eCollection 2021 Nov. PMID: 34788294
  • Winfrey P, Robertson C, Maley C, Aktipis A. ENDLESS FORMS MOST BEAUTIFUL: A GARDEN SHOWS THAT CANCER IS A PART OF LIFE. Leonardo (Oxford, England). 2021 Aug;54(4):398-401. Epub 2021 Aug 9. PMID: 34565895
  • Kapsetaki SE, Fortunato A, Compton Z, Rupp SM, Nour Z, Riggs-Davis S, Stephenson D, Duke EG, Boddy AM, Harrison TM, Maley CC, Aktipis A. Is chimerism associated with cancer across the tree of life? PloS one. 2023 Jun 29;18(6):e0287901. doi: 10.1371/journal.pone.0287901. eCollection 2023. PMID: 37384647
  • Barry P, Vatsiou A, Spiteri I, Nichol D, Cresswell GD, Acar A, Trahearn N, Hrebien S, Garcia-Murillas I, Chkhaidze K, Ermini L, Huntingford IS, Cottom H, Zabaglo L, Koelble K, Khalique S, Rusby JE, Muscara F, Dowsett M, Maley CC, Natrajan R, Yuan Y, Schiavon G, Turner N, Sottoriva A. The Spatiotemporal Evolution of Lymph Node Spread in Early Breast Cancer. Clinical cancer research : an official journal of the American Association for Cancer Research. 2018 Oct 1;24(19):4763-4770. Epub 2018 Jun 11. PMID: 29891724
  • Tollis M, Schneider-Utaka AK, Maley CC. The Evolution of Human Cancer Gene Duplications across Mammals. Molecular biology and evolution. 2020 Oct 1;37(10):2875-2886. PMID: 32421773
  • Schapiro D, Yapp C, Sokolov A, Reynolds SM, Chen YA, Sudar D, Xie Y, Muhlich J, Arias-Camison R, Arena S, Taylor AJ, Nikolov M, Tyler M, Lin JR, Burlingame EA, Human Tumor Atlas Network, Chang YH, Farhi SL, Thorsson V, Venkatamohan N, Drewes JL, Pe'er D, Gutman DA, Herrmann MD, Gehlenborg N, Bankhead P, Roland JT, Herndon JM, Snyder MP, Angelo M, Nolan G, Swedlow JR, Schultz N, Merrick DT, Mazzili SA, Cerami E, Rodig SJ, Santagata S, Sorger PK, Abravanel DL, Achilefu S, Ademuyiwa FO, Adey AC, Aft R, Ahn KJ, Alikarami F, Alon S, Ashenberg O, Baker E, Baker GJ, Bandyopadhyay S, Bayguinov P, Beane J, Becker W, Bernt K, Betts CB, Bletz J, Blosser T, Boire A, Boland GM, Boyden ES, Bucher E, Bueno R, Cai Q, Cambuli F, Campbell J, Cao S, Caravan W, Chaligné R, Chan JM, Chasnoff S, Chatterjee D, Chen AA, Chen C, Chen CH, Chen B, Chen F, Chen S, Chheda MG, Chin K, Cho H, Chun J, Cisneros L, Coffey RJ, Cohen O, Colditz GA, Cole KA, Collins N, Cotter D, Coussens LM, Coy S, Creason AL, Cui Y, Zhou DC, Curtis C, Davies SR, Bruijn I, Delorey TM, Demir E, Denardo D, Diep D, Ding L, DiPersio J, Dubinett SM, Eberlein TJ, Eddy JA, Esplin ED, Factor RE, Fatahalian K, Feiler HS, Fernandez J, Fields A, Fields RC, Fitzpatrick JAJ, Ford JM, Franklin J, Fulton B, Gaglia G, Galdieri L, Ganesh K, Gao J, Gaudio BL, Getz G, Gibbs DL, Gillanders WE, Goecks J, Goodwin D, Gray JW, Greenleaf W, Grimm LJ, Gu Q, Guerriero JL, Guha T, Guimaraes AR, Gutierrez B, Hacohen N, Hanson CR, Harris CR, Hawkins WG, Heiser CN, Hoffer J, Hollmann TJ, Hsieh JJ, Huang J, Hunger SP, Hwang ES, Iacobuzio-Donahue C, Iglesia MD, Islam M, Izar B, Jacobson CA, Janes S, Jayasinghe RG, Jeudi T, Johnson BE, Johnson BE, Ju T, Kadara H, Karnoub ER, Karpova A, Khan A, Kibbe W, Kim AH, King LM, Kozlowski E, Krishnamoorthy P, Krueger R, Kundaje A, Ladabaum U, Laquindanum R, Lau C, Lau KSK, LeBoeuf NR, Lee H, Lenburg M, Leshchiner I, Levy R, Li Y, Lian CG, Liang WW, Lim KH, Lin Y, Liu D, Liu Q, Liu R, Lo J, Lo P, Longabaugh WJ, Longacre T, Luckett K, Ma C, Maher C, Maier A, Makowski D, Maley C, Maliga Z, Manoj P, Maris JM, Markham N, Marks JR, Martinez D, Mashl J, Masilionis I, Massague J, Mazurowski MA, McKinley ET, McMichael J, Meyerson M, Mills GB, Mitri ZI, Moorman A, Mudd J, Murphy GF, Deen NNA, Navin NE, Nawy T, Ness RM, Nevins S, Nirmal AJ, Novikov E, Oh ST, Oldridge DA, Owzar K, Pant SM, Park W, Patti GJ, Paul K, Pelletier R, Persson D, Petty C, Pfister H, Polyak K, Puram SV, Qiu Q, Villalonga ÁQ, Ramirez MA, Rashid R, Reeb AN, Reid ME, Remsik J, Riesterer JL, Risom T, Ritch CC, Rolong A, Rudin CM, Ryser MD, Sato K, Sears CL, Semenov YR, Shen J, Shoghi KI, Shrubsole MJ, Shyr Y, Sibley AB, Simmons AJ, Sinha A, Sivagnanam S, Song SK, Southar-Smith A, Spira AE, Cyr JS, Stefankiewicz S, Storrs EP, Stover EH, Strand SH, Straub C, Street C, Su T, Surrey LF, Suver C, Tan K, Terekhanova NV, Ternes L, Thadi A, Thomas G, Tibshirani R, Umeda S, Uzun Y, Vallius T, Van Allen ER, Vandekar S, Vega PN, Veis DJ, Vennam S, Verma A, Vigneau S, Wagle N, Wahl R, Walle T, Wang LB, Warchol S, Washington MK, Watson C, Weimer AK, Wendl MC, West RB, White S, Windon AL, Wu H, Wu CY, Wu Y, Wyczalkowski MA, Xu J, Yao L, Yu W, Zhang K, Zhu X. MITI minimum information guidelines for highly multiplexed tissue images. Nature methods. 2022 Mar;19(3):262-267. PMID: 35277708
  • Maley CC, Shibata D. Cancer cell evolution through the ages. Science (New York, N.Y.). 2019 Aug 2;365(6452):440-441. PMID: 31371596
  • Paulson TG, Galipeau PC, Oman KM, Sanchez CA, Kuhner MK, Smith LP, Hadi K, Shah M, Arora K, Shelton J, Johnson M, Corvelo A, Maley CC, Yao X, Sanghvi R, Venturini E, Emde AK, Hubert B, Imielinski M, Robine N, Reid BJ, Li X. Somatic whole genome dynamics of precancer in Barrett's esophagus reveals features associated with disease progression. Nature communications. 2022 Apr 28;13(1):2300. PMID: 35484108
  • Vincze O, Colchero F, Lemaître JF, Conde DA, Pavard S, Bieuville M, Urrutia AO, Ujvari B, Boddy AM, Maley CC, Thomas F, Giraudeau M. Cancer risk across mammals. Nature. 2022 Jan;601(7892):263-267. Epub 2021 Dec 22. PMID: 34937938
  • Strand SH, Rivero-Gutiérrez B, Houlahan KE, Seoane JA, King LM, Risom T, Simpson LA, Vennam S, Khan A, Cisneros L, Hardman T, Harmon B, Couch F, Gallagher K, Kilgore M, Wei S, DeMichele A, King T, McAuliffe PF, Nangia J, Lee J, Tseng J, Storniolo AM, Thompson AM, Gupta GP, Burns R, Veis DJ, DeSchryver K, Zhu C, Matusiak M, Wang J, Zhu SX, Tappenden J, Ding DY, Zhang D, Luo J, Jiang S, Varma S, Anderson L, Straub C, Srivastava S, Curtis C, Tibshirani R, Angelo RM, Hall A, Owzar K, Polyak K, Maley C, Marks JR, Colditz GA, Hwang ES, West RB. Molecular classification and biomarkers of clinical outcome in breast ductal carcinoma in situ: Analysis of TBCRC 038 and RAHBT cohorts. Cancer cell. 2022 Dec 12;40(12):1521-1536.e7. Epub 2022 Nov 17. PMID: 36400020
  • Boddy AM, Abegglen LM, Pessier AP, Aktipis A, Schiffman JD, Maley CC, Witte C. Lifetime cancer prevalence and life history traits in mammals. Evolution, medicine, and public health. 2020 May 25;2020(1):187-195. doi: 10.1093/emph/eoaa015. eCollection 2020. PMID: 33209304
  • Tollis M, Robbins J, Webb AE, Kuderna LFK, Caulin AF, Garcia JD, Bèrubè M, Pourmand N, Marques-Bonet T, O'Connell MJ, Palsbøll PJ, Maley CC. Return to the Sea, Get Huge, Beat Cancer: An Analysis of Cetacean Genomes Including an Assembly for the Humpback Whale (Megaptera novaeangliae). Molecular biology and evolution. 2019 Aug 1;36(8):1746-1763. PMID: 31070747
  • Risom T, Glass DR, Averbukh I, Liu CC, Baranski A, Kagel A, McCaffrey EF, Greenwald NF, Rivero-Gutiérrez B, Strand SH, Varma S, Kong A, Keren L, Srivastava S, Zhu C, Khair Z, Veis DJ, Deschryver K, Vennam S, Maley C, Hwang ES, Marks JR, Bendall SC, Colditz GA, West RB, Angelo M. Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma. Cell. 2022 Jan 20;185(2):299-310.e18. PMID: 35063072
  • Corbie G, D'Agostino EM, Knox S, Richmond A, Woods CW, Dave G, Perreira KM, Marsolo K, Wruck LM, Kibbe WA, Cohen-Wolkowiez M. RADx-UP Coordination and Data Collection: An Infrastructure for COVID-19 Testing Disparities Research. American journal of public health. 2022 Nov;112(S9):S858-S863. Epub 2022 Sep 15. PMID: 36194852
  • Rozenblatt-Rosen O, Regev A, Oberdoerffer P, Nawy T, Hupalowska A, Rood JE, Ashenberg O, Cerami E, Coffey RJ, Demir E, Ding L, Esplin ED, Ford JM, Goecks J, Ghosh S, Gray JW, Guinney J, Hanlon SE, Hughes SK, Hwang ES, Iacobuzio-Donahue CA, Jané-Valbuena J, Johnson BE, Lau KS, Lively T, Mazzilli SA, Pe'er D, Santagata S, Shalek AK, Schapiro D, Snyder MP, Sorger PK, Spira AE, Srivastava S, Tan K, West RB, Williams EH, Human Tumor Atlas Network, Aberle D, Achilefu SI, Ademuyiwa FO, Adey AC, Aft RL, Agarwal R, Aguilar RA, Alikarami F, Allaj V, Amos C, Anders RA, Angelo MR, Anton K, Ashenberg O, Aster JC, Babur O, Bahmani A, Balsubramani A, Barrett D, Beane J, Bender DE, Bernt K, Berry L, Betts CB, Bletz J, Blise K, Boire A, Boland G, Borowsky A, Bosse K, Bott M, Boyden E, Brooks J, Bueno R, Burlingame EA, Cai Q, Campbell J, Caravan W, Cerami E, Chaib H, Chan JM, Chang YH, Chatterjee D, Chaudhary O, Chen AA, Chen B, Chen C, Chen CH, Chen F, Chen YA, Chheda MG, Chin K, Chiu R, Chu SK, Chuaqui R, Chun J, Cisneros L, Coffey RJ, Colditz GA, Cole K, Collins N, Contrepois K, Coussens LM, Creason AL, Crichton D, Curtis C, Davidsen T, Davies SR, de Bruijn I, Dellostritto L, De Marzo A, Demir E, DeNardo DG, Diep D, Ding L, Diskin S, Doan X, Drewes J, Dubinett S, Dyer M, Egger J, Eng J, Engelhardt B, Erwin G, Esplin ED, Esserman L, Felmeister A, Feiler HS, Fields RC, Fisher S, Flaherty K, Flournoy J, Ford JM, Fortunato A, Frangieh A, Frye JL, Fulton RS, Galipeau D, Gan S, Gao J, Gao L, Gao P, Gao VR, Geiger T, George A, Getz G, Ghosh S, Giannakis M, Gibbs DL, Gillanders WE, Goecks J, Goedegebuure SP, Gould A, Gowers K, Gray JW, Greenleaf W, Gresham J, Guerriero JL, Guha TK, Guimaraes AR, Guinney J, Gutman D, Hacohen N, Hanlon S, Hansen CR, Harismendy O, Harris KA, Hata A, Hayashi A, Heiser C, Helvie K, Herndon JM, Hirst G, Hodi F, Hollmann T, Horning A, Hsieh JJ, Hughes S, Huh WJ, Hunger S, Hwang SE, Iacobuzio-Donahue CA, Ijaz H, Izar B, Jacobson CA, Janes S, Jané-Valbuena J, Jayasinghe RG, Jiang L, Johnson BE, Johnson B, Ju T, Kadara H, Kaestner K, Kagan J, Kalinke L, Keith R, Khan A, Kibbe W, Kim AH, Kim E, Kim J, Kolodzie A, Kopytra M, Kotler E, Krueger R, Krysan K, Kundaje A, Ladabaum U, Lake BB, Lam H, Laquindanum R, Lau KS, Laughney AM, Lee H, Lenburg M, Leonard C, Leshchiner I, Levy R, Li J, Lian CG, Lim KH, Lin JR, Lin Y, Liu Q, Liu R, Lively T, Longabaugh WJR, Longacre T, Ma CX, Macedonia MC, Madison T, Maher CA, Maitra A, Makinen N, Makowski D, Maley C, Maliga Z, Mallo D, Maris J, Markham N, Marks J, Martinez D, Mashl RJ, Masilionais I, Mason J, Massagué J, Massion P, Mattar M, Mazurchuk R, Mazutis L, Mazzilli SA, McKinley ET, McMichael JF, Merrick D, Meyerson M, Miessner JR, Mills GB, Mills M, Mondal SB, Mori M, Mori Y, Moses E, Mosse Y, Muhlich JL, Murphy GF, Navin NE, Nawy T, Nederlof M, Ness R, Nevins S, Nikolov M, Nirmal AJ, Nolan G, Novikov E, Oberdoerffer P, O'Connell B, Offin M, Oh ST, Olson A, Ooms A, Ossandon M, Owzar K, Parmar S, Patel T, Patti GJ, Pe'er D, Pe'er I, Peng T, Persson D, Petty M, Pfister H, Polyak K, Pourfarhangi K, Puram SV, Qiu Q, Quintanal-Villalonga Á, Raj A, Ramirez-Solano M, Rashid R, Reeb AN, Regev A, Reid M, Resnick A, Reynolds SM, Riesterer JL, Rodig S, Roland JT, Rosenfield S, Rotem A, Roy S, Rozenblatt-Rosen O, Rudin CM, Ryser MD, Santagata S, Santi-Vicini M, Sato K, Schapiro D, Schrag D, Schultz N, Sears CL, Sears RC, Sen S, Sen T, Shalek A, Sheng J, Sheng Q, Shoghi KI, Shrubsole MJ, Shyr Y, Sibley AB, Siex K, Simmons AJ, Singer DS, Sivagnanam S, Slyper M, Snyder MP, Sokolov A, Song SK, Sorger PK, Southard-Smith A, Spira A, Srivastava S, Stein J, Storm P, Stover E, Strand SH, Su T, Sudar D, Sullivan R, Surrey L, Suvà M, Tan K, Terekhanova NV, Ternes L, Thammavong L, Thibault G, Thomas GV, Thorsson V, Todres E, Tran L, Tyler M, Uzun Y, Vachani A, Van Allen E, Vandekar S, Veis DJ, Vigneau S, Vossough A, Waanders A, Wagle N, Wang LB, Wendl MC, West R, Williams EH, Wu CY, Wu H, Wu HY, Wyczalkowski MA, Xie Y, Yang X, Yapp C, Yu W, Yuan Y, Zhang D, Zhang K, Zhang M, Zhang N, Zhang Y, Zhao Y, Zhou DC, Zhou Z, Zhu H, Zhu Q, Zhu X, Zhu Y, Zhuang X. The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution. Cell. 2020 Apr 16;181(2):236-249. PMID: 32302568
  • Failmezger H, Muralidhar S, Rullan A, de Andrea CE, Sahai E, Yuan Y. Topological Tumor Graphs: A Graph-Based Spatial Model to Infer Stromal Recruitment for Immunosuppression in Melanoma Histology. Cancer research. 2020 Mar 1;80(5):1199-1209. Epub 2019 Dec 24. PMID: 31874858
  • Fortunato A, Mallo D, Rupp SM, King LM, Hardman T, Lo JY, Hall A, Marks JR, Hwang ES, Maley CC. A new method to accurately identify single nucleotide variants using small FFPE breast samples. Briefings in bioinformatics. 2021 Nov 5;22. (6). PMID: 34117742
  • D'Agostino EM, Feger BJ, Pinzon MF, Bailey R, Kibbe WA. Democratizing Research With Data Dashboards: Data Visualization and Support to Promote Community Partner Engagement. American journal of public health. 2022 Nov;112(S9):S850-S853. PMID: 36446066
  • Carrillo GA, Cohen-Wolkowiez M, D'Agostino EM, Marsolo K, Wruck LM, Johnson L, Topping J, Richmond A, Corbie G, Kibbe WA. Standardizing, harmonizing, and protecting data collection to broaden the impact of COVID-19 research: the rapid acceleration of diagnostics-underserved populations (RADx-UP) initiative. Journal of the American Medical Informatics Association : JAMIA. 2022 Aug 16;29(9):1480-1488. PMID: 35678579
  • Narayanan PL, Raza SEA, Hall AH, Marks JR, King L, West RB, Hernandez L, Guppy N, Dowsett M, Gusterson B, Maley C, Hwang ES, Yuan Y. Unmasking the immune microecology of ductal carcinoma in situ with deep learning. NPJ breast cancer. 2021 Mar 1;7(1):19. PMID: 33649333
  • Chen H, Shu J, Maley CC, Liu L. A Mouse-Specific Model to Detect Genes under Selection in Tumors. Cancers. 2023 Oct 26;15. (21). PMID: 37958330
  • AbdulJabbar K, Castillo SP, Hughes K, Davidson H, Boddy AM, Abegglen LM, Minoli L, Iussich S, Murchison EP, Graham TA, Spiro S, Maley CC, Aresu L, Palmieri C, Yuan Y. Bridging clinic and wildlife care with AI-powered pan-species computational pathology. Nature communications. 2023 Apr 26;14(1):2408. PMID: 37100774
  • Ermini L, Mallo D, Kleftogiannis D, Acar A. Editorial: Cancer evolution. Frontiers in genetics. 2023 Apr 14;14:1187687. doi: 10.3389/fgene.2023.1187687. eCollection 2023. PMID: 37124613
  • Pradeu T, Daignan-Fornier B, Ewald A, Germain PL, Okasha S, Plutynski A, Benzekry S, Bertolaso M, Bissell M, Brown JS, Chin-Yee B, Chin-Yee I, Clevers H, Cognet L, Darrason M, Farge E, Feunteun J, Galon J, Giroux E, Green S, Gross F, Jaulin F, Knight R, Laconi E, Larmonier N, Maley C, Mantovani A, Moreau V, Nassoy P, Rondeau E, Santamaria D, Sawai CM, Seluanov A, Sepich-Poore GD, Sisirak V, Solary E, Yvonnet S, Laplane L. Reuniting philosophy and science to advance cancer research. Biological reviews of the Cambridge Philosophical Society. 2023 Oct;98(5):1668-1686. Epub 2023 May 8. PMID: 37157910
  • Seyedi S, Teo R, Foster L, Saha D, Mina L, Northfelt D, Anderson KS, Shibata D, Gatenby R, Cisneros LH, Troan B, Anderson ARA, Maley CC. Testing Adaptive Therapy Protocols Using Gemcitabine and Capecitabine in a Preclinical Model of Endocrine-Resistant Breast Cancer. Cancers. 2024 Jan 6;16. (2). PMID: 38254748
  • Seyedi S, Teo R, Foster L, Saha D, Mina L, Northfelt D, Anderson KS, Shibata D, Gatenby R, Cisneros L, Troan B, Anderson ARA, Maley CC. Testing Adaptive Therapy Protocols using Gemcitabine and Capecitabine on a Mouse Model of Endocrine-Resistant Breast Cancer. bioRxiv : the preprint server for biology. 2023 Sep 22. PMID: 37781632
  • Kapsetaki SE, Basile AJ, Compton ZT, Rupp SM, Duke EG, Boddy AM, Harrison TM, Sweazea KL, Maley CC. The relationship between diet, plasma glucose, and cancer prevalence across vertebrates. bioRxiv : the preprint server for biology. 2023 Aug 2. PMID: 37577544