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Kenneth Tsai, MD, PhD


Specialty: Pathology
Sub Specialty: Dermatopathology
Program: Pathology

Google Scholar Profile


Cancer Focus: Basal Cell Carcinoma, Cutaneous Lymphoma (CTCL), Melanoma, Merkel Cell Carcinoma, Skin Cancer (Nonmelanoma)

Dr. Tsai is a board-certified dermatologist and dermatopathologist and completed his training in both specialties at the Harvard Medical School Combined Programs in Boston, MA. Prior to joining Moffitt, Tsai was an associate professor in the Departments of Dermatology and Translational Molecular Pathology at MD Anderson Cancer Center. His research has been funded by the NCI and CPRIT, and he has served on multiple NIH study sections as well as the editorial boards for the Journal of the American Academy of Dermatology and Cancer Research. Dr. Tsai serves as the section head of Non-Melanoma Skin Cancer Research and Treatment and treatment in the Donald A. Adam Melanoma and Skin Cancer Center of Excellence. Utilizing his clinical and science expertise, his research focuses on understanding the genomic changes that drive the development of non-melanoma skin cancers, such as basal cell and squamous cell carcinomas, and how they evade the immune system.

Education & Training


  • Harvard Medical School - Beth Israel Deaconess Hospital - Dermatopathology


  • Harvard Medical School - Massachusetts General Hospital - Dermatology

Medical School:

  • Harvard Medical School - MD
Participating Trials

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  • Napoli M, Li X, Ackerman HD, Deshpande AA, Barannikov I, Pisegna MA, Bedrosian I, Mitsch J, Quinlan P, Thompson A, Rajapakshe K, Coarfa C, Gunaratne PH, Marchion DC, Magliocco AM, Tsai KY, Flores ER. Pan-cancer analysis reveals TAp63-regulated oncogenic lncRNAs that promote cancer progression through AKT activation. Nat Commun. 2020 Oct.11(1):5156. Pubmedid: 33056990. Pmcid: PMC7561725.
  • Flemming JP, Hill BL, Haque MW, Raad J, Bonder CS, Harshyne LA, Rodeck U, Luginbuhl A, Wahl JK, Tsai KY, Wermuth PJ, Overmiller AM, Mahoney MG. miRNA- and cytokine-associated extracellular vesicles mediate squamous cell carcinomas. J Extracell Vesicles. 2020 Jul.9(1):1790159. Pubmedid: 32944178. Pmcid: PMC7480578.
  • Gatenby RA, Avdieiev S, Tsai KY, Brown JS. Integrating genetic and nongenetic drivers of somatic evolution during carcinogenesis: The biplane model. Evol Appl. 2020 Aug.13(7):1651-1659. Pubmedid: 32952610. Pmcid: PMC7484850.
  • Cohen L, Tsai KY. Molecular and immune targets for Merkel cell carcinoma therapy and prevention. Mol Carcinogen. 2019 Sep.58(9):1602-1611. Pubmedid: 31116890.
  • Sammons RM, Ghose R, Tsai KY, Dalby KN. Targeting ERK beyond the boundaries of the kinase active site in melanoma. Mol Carcinogen. 2019 Sep.58(9):1551-1570. Pubmedid: 31190430. Pmcid: PMC7107758.
  • Knepper TC, Montesion M, Russell JS, Sokol ES, Frampton GM, Miller VA, Albacker LA, McLeod HL, Eroglu Z, Khushalani NI, Sondak VK, Messina JL, Schell MJ, DeCaprio JA, Tsai KY, Brohl AS. The Genomic Landscape of Merkel Cell Carcinoma and Clinicogenomic Biomarkers of Response to Immune Checkpoint Inhibitor Therapy. Clin Cancer Res. 2019 Oct.25(19):5961-5971. Pubmedid: 31399473. Pmcid: PMC6774882.
  • Du L, Anderson A, Nguyen K, Ojeda SS, Ortiz-Rivera I, Nguyen TN, Zhang T, Kaoud TS, Gray NS, Dalby KN, Tsai KY. JNK2 Is Required for the Tumorigenic Properties of Melanoma Cells. Acs Chem Biol. 2019 Jul.14(7):1426-1435. Pubmedid: 31063355. Pmcid: PMC7181303.
  • Voigt AY, Michaud M, Tsai KY, Oh J, Sundberg JP. Differential Hairless Mouse Strain-Specific Susceptibility to Skin Cancer and Sunburn. J Invest Dermatol. 2019 Aug.139(8):1837-1840.e3. Pubmedid: 30742806. Pmcid: PMC6650314.
  • Abbas H, Bao Bui NH, Rajapakshe K, Wong J, Gunaratne P, Tsai KY, Coarfa C, Flores ER. Distinct TP63 Isoform-Driven Transcriptional Signatures Predict Tumor Progression and Clinical Outcomes. Cancer Res. 2018 Jan.78(2):451-462. Pubmedid: 29180475. Pmcid: PMC5771893.
  • Cho RJ, Alexandrov LB, den Breems NY, Atanasova VS, Farshchian M, Purdom E, Nguyen TN, Coarfa C, Rajapakshe K, Prisco M, Sahu J, Tassone P, Greenawalt EJ, Collisson EA, Wu W, Yao H, Su X, Guttmann-Gruber C, Hofbauer JP, Hashmi R, Fuentes I, Benz SC, Golovato J, Ehli EA, Davis CM, Davies GE, Covington KR, Murrell DF, Salas-Alanis JC, Palisson F, Bruckner AL, Robinson W, Has C, Bruckner-Tuderman L, Titeux M, Jonkman MF, Rashidghamat E, Lwin SM, Mellerio JE, McGrath JA, Bauer JW, Hovnanian A, Tsai KY, South AP. APOBEC mutation drives early-onset squamous cell carcinomas in recessive dystrophic epidermolysis bullosa. Sci Transl Med. 2018 Aug.10(455). Pubmedid: 30135250.
  • Ku AT, Shaver TM, Rao AS, Howard JM, Rodriguez CN, Miao Q, Garcia G, Le D, Yang D, Borowiak M, Cohen DN, Chitsazzadeh V, Diwan AH, Tsai KY, Nguyen H. TCF7L1 promotes skin tumorigenesis independently of β-catenin through induction of LCN2. Elife. 2017 May.6. Pubmedid: 28467300. Pmcid: PMC5438253.
  • Fiziev P, Akdemir KC, Miller JP, Keung EZ, Samant NS, Sharma S, Natale CA, Terranova CJ, Maitituoheti M, Amin SB, Martinez-Ledesma E, Dhamdhere M, Axelrad JB, Shah A, Cheng CS, Mahadeshwar H, Seth S, Barton MC, Protopopov A, Tsai KY, Davies MA, Garcia BA, Amit I, Chin L, Ernst J, Rai K. Systematic Epigenomic Analysis Reveals Chromatin States Associated with Melanoma Progression. Cell Rep. 2017 Apr.19(4):875-889. Pubmedid: 28445736. Pmcid: PMC5473172.
  • Adelmann CH, Truong KA, Liang RJ, Bansal V, Gandee L, Saporito R, Lee W, Du L, Nicholas C, Napoli M, Mino B, South AP, Proby CM, Leigh IM, Coarfa C, Flores ER, Tsai KY. MEK Is a Therapeutic and Chemopreventative Target in Squamous Cell Carcinoma. J Invest Dermatol. 2016 Sep.136(9):1920-1924. Pubmedid: 27293029. Pmcid: PMC5303342.
  • Tsai KY. The preneoplastic genome: transcriptomic drivers of squamous cell carcinoma development. Dermatol Online J. 2016 Sep.22(9). Pubmedid: 28329662.
  • Adelmann CH, Ching G, Du L, Saporito RC, Bansal V, Pence LJ, Liang R, Lee W, Tsai KY. Comparative profiles of BRAF inhibitors: the paradox index as a predictor of clinical toxicity. Oncotarget. 2016 May.7(21):30453-30460. Pubmedid: 27028853. Pmcid: PMC5058692.
  • Feldmeyer L, Ching G, Vin H, Ma W, Bansal V, Chitsazzadeh V, Jahan-Tigh R, Chu EY, Fuller P, Maiti S, Davis RE, Cooper LJ, Tsai KY. Differential T-cell subset representation in cutaneous squamous cell carcinoma arising in immunosuppressed versus immunocompetent individuals. Exp Dermatol. 2016 Mar.25(3):245-247. Pubmedid: 26475987.
  • Napoli M, Venkatanarayan A, Raulji P, Meyers BA, Norton W, Mangala LS, Sood AK, Rodriguez-Aguayo C, Lopez-Berestein G, Vin H, Duvic M, Tetzlaff MB, Curry JL, Rook AH, Abbas HA, Coarfa C, Gunaratne PH, Tsai KY, Flores ER. ΔNp63/DGCR8-Dependent MicroRNAs Mediate Therapeutic Efficacy of HDAC Inhibitors in Cancer. Cancer Cell. 2016 Jun.29(6):874-888. Pubmedid: 27300436. Pmcid: PMC4908836.
  • Tsai KY, Hawk ET. When "Effective" Prevention Agents Fail to Elicit Anticipated Effects: Challenges in Trial Design. Cancer Prev Res (Phila). 2016 Feb.9(2):125-127. Pubmedid: 26714773.
  • Chitsazzadeh V, Coarfa C, Drummond JA, Nguyen T, Joseph A, Chilukuri S, Charpiot E, Adelmann CH, Ching G, Nguyen TN, Nicholas C, Thomas VD, Migden M, MacFarlane D, Thompson E, Shen J, Takata Y, McNiece K, Polansky MA, Abbas HA, Rajapakshe K, Gower A, Spira A, Covington KR, Xiao W, Gunaratne P, Pickering C, Frederick M, Myers JN, Shen L, Yao H, Su X, Rapini RP, Wheeler DA, Hawk ET, Flores ER, Tsai KY. Cross-species identification of genomic drivers of squamous cell carcinoma development across preneoplastic intermediates. Nat Commun. 2016 Aug.7:12601. Pubmedid: 27574101. Pmcid: PMC5013636.
  • Venkatanarayan A, Raulji P, Norton W, Chakravarti D, Coarfa C, Su X, Sandur SK, Ramirez MS, Lee J, Kingsley CV, Sananikone EF, Rajapakshe K, Naff K, Parker-Thornburg J, Bankson JA, Tsai KY, Gunaratne PH, Flores ER. IAPP-driven metabolic reprogramming induces regression of p53-deficient tumours in vivo. Nature. 2015 Jan.517(7536):626-630. Pubmedid: 25409149. Pmcid: PMC4312210.
  • Warthaka M, Adelmann CH, Kaoud TS, Edupuganti R, Yan C, Johnson WH, Ferguson S, Tavares CD, Pence LJ, Anslyn EV, Ren P, Tsai KY, Dalby KN. Quantification of a Pharmacodynamic ERK End Point in Melanoma Cell Lysates: Toward Personalized Precision Medicine. ACS Med Chem Lett. 2015 Jan.6(1):47-52. Pubmedid: 25589929. Pmcid: PMC4291693.
  • Amaravadi RK, Hamilton KE, Ma X, Piao S, Portillo AD, Nathanson KL, Carlino MS, Long GV, Puzanov I, Xu X, Morrissette JJ, Tsai KY, Flaherty KT, Sosman JA, Goodman GR, McArthur GA, Rustgi AK, Metz DC, Schuchter LM, Chapman PB, Sepulveda AR. Multiple Gastrointestinal Polyps in Patients Treated with BRAF Inhibitors. Clin Cancer Res. 2015 Dec.21(23):5215-5221. Pubmedid: 26202952. Pmcid: PMC4668213.
  • Maresso KC, Tsai KY, Brown PH, Szabo E, Lippman S, Hawk ET. Molecular cancer prevention: Current status and future directions. CA-Cancer J Clin. 2015 Dec.65(5):345-383. Pubmedid: 26284997. Pmcid: PMC4820069.
  • Watson IR, Li L, Cabeceiras PK, Mahdavi M, Gutschner T, Genovese G, Wang G, Fang Z, Tepper JM, Stemke-Hale K, Tsai KY, Davies MA, Mills GB, Chin L. The RAC1 P29S hotspot mutation in melanoma confers resistance to pharmacological inhibition of RAF. Cancer Res. 2014 Sep.74(17):4845-4852. Pubmedid: 25056119. Pmcid: PMC4167745.
  • Fowler NH, Davis RE, Rawal S, Nastoupil L, Hagemeister FB, McLaughlin P, Kwak LW, Romaguera JE, Fanale MA, Fayad LE, Westin JR, Shah J, Orlowski RZ, Wang M, Turturro F, Oki Y, Claret LC, Feng L, Baladandayuthapani V, Muzzafar T, Tsai KY, Samaniego F, Neelapu SS. Safety and activity of lenalidomide and rituximab in untreated indolent lymphoma: an open-label, phase 2 trial. Lancet Oncol. 2014 Nov.15(12):1311-1318. Pubmedid: 25439689. Pmcid: PMC4370362.
  • Curry JL, Torres-Cabala CA, Kim KB, Tetzlaff MT, Duvic M, Tsai KY, Hong DS, Prieto VG. Dermatologic toxicities to targeted cancer therapy: shared clinical and histologic adverse skin reactions. Int J Dermatol. 2014 Mar.53(3):376-384. Pubmedid: 23879247.
  • Pattanaprichakul P, Tetzlaff MT, Lapolla WJ, Torres-Cabala CA, Duvic M, Prieto VG, Tsai KY, Curry JL. Sweet syndrome following vemurafenib therapy for recurrent cholangiocarcinoma. J Cutan Pathol. 2014 Mar.41(3):326-328. Pubmedid: 24372055.
  • Tsai KY. Precision medicine. Semin Cutan Med Surg. 2014 Jun.33(2):59. Pubmedid: 25085662.
  • Ma Q, Li D, Carreño R, Patenia R, Tsai KY, Xydes-Smith M, Alousi AM, Champlin RE, Sale GE, Afshar-Kharghan V. Complement component C3 mediates Th1/Th17 polarization in human T-cell activation and cutaneous GVHD. Bone Marrow Transplant. 2014 Jul.49(7):972-976. Pubmedid: 24777193. Pmcid: PMC4410869.
  • Curry JL, Tetzlaff MT, Nicholson K, Duvic M, Kim KB, Tsai KY, Hwu WJ, Hong DS, Prieto VG, Torres-Cabala CA. Histological features associated with vemurafenib-induced skin toxicities: examination of 141 cutaneous lesions biopsied during therapy. Am J Dermatopathxxx. 2014 Jul.36(7):557-561. Pubmedid: 24950418.
  • Vin H, Ching G, Ojeda SS, Adelmann CH, Chitsazzadeh V, Dwyer DW, Ma H, Ehrenreiter K, Baccarini M, Ruggieri R, Curry JL, Ciurea AM, Duvic M, Busaidy NL, Tannir NM, Tsai KY. Sorafenib suppresses JNK-dependent apoptosis through inhibition of ZAK. Mol Cancer Ther. 2014 Jan.13(1):221-229. Pubmedid: 24170769. Pmcid: PMC4366425.
  • Chakravarti D, Su X, Cho MS, Bui NH, Coarfa C, Venkatanarayan A, Benham AL, Flores González RE, Alana J, Xiao W, Leung ML, Vin H, Chan IL, Aquino A, Müller N, Wang H, Cooney AJ, Parker-Thornburg J, Tsai KY, Gunaratne PH, Flores ER. Induced multipotency in adult keratinocytes through down-regulation of ΔNp63 or DGCR8. Proc Natl Acad Sci U S A. 2014 Feb.111(5):E572-E581. Pubmedid: 24449888. Pmcid: PMC3918754.
  • Pickering CR, Zhou JH, Lee JJ, Drummond JA, Peng SA, Saade RE, Tsai KY, Curry JL, Tetzlaff MT, Lai SY, Yu J, Muzny DM, Doddapaneni H, Shinbrot E, Covington KR, Zhang J, Seth S, Caulin C, Clayman GL, El-Naggar AK, Gibbs RA, Weber RS, Myers JN, Wheeler DA, Frederick MJ. Mutational landscape of aggressive cutaneous squamous cell carcinoma. Clin Cancer Res. 2014 Dec.20(24):6582-6592. Pubmedid: 25303977. Pmcid: PMC4367811.
  • Tsai KY, Nowroozi S, Kim KB. Drug safety evaluation of vemurafenib in the treatment of melanoma. Expert Opin Drug Saf. 2013 Sep.12(5):767-775. Pubmedid: 23800008.
  • Hwang BH, Tsai KY, Mitragotri S. Optimized lysis buffer reagents for solubilization and preservation of proteins from cells and tissues. Drug Deliv Transl Res. 2013 Oct.3(5):428-436. Pubmedid: 25788351.
  • Vin H, Ojeda SS, Ching G, Leung ML, Chitsazzadeh V, Dwyer DW, Adelmann CH, Restrepo M, Richards KN, Stewart LR, Du L, Ferguson SB, Chakravarti D, Ehrenreiter K, Baccarini M, Ruggieri R, Curry JL, Kim KB, Ciurea AM, Duvic M, Prieto VG, Ullrich SE, Dalby KN, Flores ER, Tsai KY. BRAF inhibitors suppress apoptosis through off-target inhibition of JNK signaling. Elife. 2013 Nov.2:e00969. Pubmedid: 24192036. Pmcid: PMC3814616.
  • Paliwal S, Hwang BH, Tsai KY, Mitragotri S. Diagnostic opportunities based on skin biomarkers. Eur J Pharm Sci. 2013 Dec.50(5):546-556. Pubmedid: 23159445.
  • Su X, Gi YJ, Chakravarti D, Chan IL, Zhang A, Xia X, Tsai KY, Flores ER. TAp63 is a master transcriptional regulator of lipid and glucose metabolism. Cell Metab. 2012 Oct.16(4):511-525. Pubmedid: 23040072. Pmcid: PMC3483083.
  • Hwang BH, Doshi N, Tsai KY, Mitragotri S. A reagent to facilitate protein recovery from cells and tissues. Drug Deliv Transl Res. 2012 Oct.2(5):297-304. Pubmedid: 25787172.
  • Matthias N, Lockworth CR, Zhang F, Lee MH, Yeung SC, Tsai KY, Hamir AN. Multiple cystic sweat gland tumors in transgenic mice. Comp Med. 2012 Feb.62(1):27-30. Pubmedid: 22330648. Pmcid: PMC3276389.
  • Rangwala S, Tsai KY. Roles of the immune system in skin cancer. Br J Dermatol. 2011 Nov.165(5):953-965. Pubmedid: 21729024. Pmcid: PMC3197980.
  • Silapunt S, Jordon RE, Piao Y, Tsai KY. Kaposi sarcoma presenting as a cutaneous horn. J Am Acad Dermatol. 2011 Feb.64(2):447-448. Pubmedid: 21238839.
  • Bergman H, Tsai KY, Seo SJ, Kvedar JC, Watson AJ. Remote assessment of acne: the use of acne grading tools to evaluate digital skin images. Telemed E-Health. 2009 Jun.15(5):426-430. Pubmedid: 19548822.
  • Su X, Paris M, Gi YJ, Tsai KY, Cho MS, Lin YL, Biernaskie JA, Sinha S, Prives C, Pevny LH, Miller FD, Flores ER. TAp63 prevents premature aging by promoting adult stem cell maintenance. Cell Stem Cell. 2009 Jul.5(1):64-75. Pubmedid: 19570515. Pmcid: PMC3418222.
  • Yang G, Thieu K, Tsai KY, Piris A, Udayakumar D, Njauw CN, Ramoni MF, Tsao H. Dynamic gene expression analysis links melanocyte growth arrest with nevogenesis. Cancer Res. 2009 Dec.69(23):9029-9037. Pubmedid: 19903842.
  • Tucker JD, Shah S, Jarell AD, Tsai KY, Zembowicz A, Kroshinsky D. Lues maligna in early HIV infection case report and review of the literature. Sex Transm Dis. 2009 Aug.36(8):512-514. Pubmedid: 19455078.
  • Davis TL, Mandal RV, Bevona C, Tsai KY, Moschella SL, Staszewski R, Zembowicz A. Collagenous vasculopathy: a report of three cases. J Cutan Pathol. 2008 Oct.35(10):967-970. Pubmedid: 18537865.
  • Tsai KY. Systemic adjuvant therapy for patients with high-risk melanoma. Arch Dermatol. 2007 Jun.143(6):779-782. Pubmedid: 17576946.
  • Niendorf KB, Goggins W, Yang G, Tsai KY, Shennan M, Bell DW, Sober AJ, Hogg D, Tsao H. MELPREDICT: a logistic regression model to estimate CDKN2A carrier probability. J Med Genet. 2006 Jun.43(6):501-506. Pubmedid: 16169933. Pmcid: PMC2564534.
  • Tsai KY. Evidence-based medicine: do we use guidelines or mindlines? Commentary on: Evidence-based guidelines or collectively constructed "mindlines?" ethnographic study of knowledge management in primary care. Gabbay J, le May G BMJ. 2004;329:1013. Arch Dermatol. 2005 Jun.141(6):773-774. Pubmedid: 15967926.
  • Tsai KY, MacPherson D, Rubinson DA, Crowley D, Jacks T. ARF is not required for apoptosis in Rb mutant mouse embryos. Curr Biol. 2002 Jan.12(2):159-163. Pubmedid: 11818069.
  • Tsai KY, MacPherson D, Rubinson DA, Nikitin AY, Bronson R, Mercer KL, Crowley D, Jacks T. ARF mutation accelerates pituitary tumor development in Rb+/- mice. Proc Natl Acad Sci U S A. 2002 Dec.99(26):16865-16870. Pubmedid: 12486224. Pmcid: PMC139235.
  • Flores ER, Tsai KY, Crowley D, Sengupta S, Yang A, McKeon F, Jacks T. p63 and p73 are required for p53-dependent apoptosis in response to DNA damage. Nature. 2002 Apr.416(6880):560-564. Pubmedid: 11932750.
  • Geng Y, Yu Q, Whoriskey W, Dick F, Tsai KY, Ford HL, Biswas DK, Pardee AB, Amati B, Jacks T, Richardson A, Dyson N, Sicinski P. Expression of cyclins E1 and E2 during mouse development and in neoplasia. Proc Natl Acad Sci U S A. 2001 Nov.98(23):13138-13143. Pubmedid: 11687642. Pmcid: PMC60837.
  • Boyd SD, Tsai KY, Jacks T. An intact HDM2 RING-finger domain is required for nuclear exclusion of p53. Nat Cell Biol. 2000 Sep.2(9):563-568. Pubmedid: 10980695.
  • Irwin M, Marin MC, Phillips AC, Seelan RS, Smith DI, Liu W, Flores ER, Tsai KY, Jacks T, Vousden KH, Kaelin WG. Role for the p53 homologue p73 in E2F-1-induced apoptosis. Nature. 2000 Oct.407(6804):645-648. Pubmedid: 11034215.
  • Alenghat FJ, Fabry B, Tsai KY, Goldmann WH, Ingber DE. Analysis of cell mechanics in single vinculin-deficient cells using a magnetic tweezer. Biochem Bioph Res Co. 2000 Oct.277(1):93-99. Pubmedid: 11027646.
  • Tsai KY, Hu Y, Macleod KF, Crowley D, Yamasaki L, Jacks T. Mutation of E2f-1 suppresses apoptosis and inappropriate S phase entry and extends survival of Rb-deficient mouse embryos. Mol Cell. 1998 Sep.2(3):293-304. Pubmedid: 9774968.
  • Lee KM, Tsai KY, Wang N, Ingber DE. Extracellular matrix and pulmonary hypertension: control of vascular smooth muscle cell contractility. Am J Physiol. 1998 Jan.274(1):H76-H82. Pubmedid: 9458854.
  • Carnevale NT, Tsai KY, Claiborne BJ, Brown TH. Comparative electrotonic analysis of three classes of rat hippocampal neurons. J Neurophysiol. 1997 Aug.78(2):703-720. Pubmedid: 9307106.
  • Hoffmann RE, Buchsbaum MS, Jensen RV, Guich SM, Tsai K, Nuechterlein KH. Dimensional complexity of EEG waveforms in neuroleptic-free schizophrenic patients and normal control subjects. J Neuropsych Clin N. 1996.8(4):436-441. Pubmedid: 9116481.
  • Mays R, Curry J, Kim K, Tsai K, Arora A, Khan F, Ramirez-Fort M, Ciurea A. Eruptive squamous cell carcinomas after vemurafenib therapy. J Cutan Med Surg. 17(6):419-422. Pubmedid: 24138980.


Title: Effects of Extracellular Vesicles on MiRNA Activity in the Skin
Sponsor: Nat Institutes of Health
PI: Tsai, K.
Title: Applying Genomic Dosimeters of UV Damage for Skin cancer Risk Prediction
Sponsor: Nat Institutes of Health
PI: Tsai, K.
Title: Using Clonal and Non-Clonal UV Signature Mutations to Predict Skin Cancer Risk
Sponsor: Nat Institutes of Health
PI: Tsai, K.

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