Research Summary

Dr. Cheng is a Professor in the UCSF Division of Oral Epidemiology & Dental Public Health and Division of Biostatistics. She is also the Director of Statistics and Informatics Core at Center for Tobacco Control Research and Education, a member in the UCSF Center to Address Disparities in Children's Oral Health (CAN DO), the Helen Diller Family Comprehensive Cancer Center, and the Clinical & Translational Science Institute (CTSI). Dr. Cheng is a well-known biostatistician and 2020 Chair of the American Statistical Association Section on Statistics in Epidemiology. Dr. Cheng is Associate Editor and on editorial board of several scientific journals, and has been invited to provide scientific review for 30 scientific journals, NIH/NIDCR special review panels, and NIH/CSR Clinical Oncology Study Section.

Education

West China University of Medical Sciences, China, M.D., 06/1994, Preventive Medicine
Cornell University, Ithaca, NY, M.S., 08/2002, Nutrition (minor in Epidemiology)
University of Pennsylvania, Philadelphia, PA, Ph.D., 08/2006, Biostatistics (minor in Epidemiology)

Honors & Awards

  • 1991-1993
    University Outstanding Student, West China University of Medical Sciences, Chengdu, China
  • 1994
    University Outstanding Graduating Senior, West China University of Medical Sciences, Chengdu, China
  • 1999
    Marion Fish Cox Fellowship, Cornell University
  • 2000
    Vincent Woo J.P. Fellowship, Cornell University
  • 2002
    Richard Barnes Fellowship, Cornell University
  • 2002
    GSK Scholarship Award, University of Pennsylvania
  • 2005
    International Biometrics Society ENAR Distinguished Student Paper Award
  • 2007
    Saul Winegrad Award for Outstanding Dissertation, University of Pennsylvania
  • 2007
    New Researcher Travel Grant, Institute of Mathematical Statistics

Selected Publications

  1. Nancy Cheng and Jing Cheng. A SAS macro to calculate power for longitudinal correlated count and zero-inflated count outcome data. https://github.com/JingCheng-UCSF/Power-Calculation-for-Longitudinal-Count-and-Zero-inflated-Count-Data.git. 2022.  View on PubMed
  2. Cheng NF, Guo Z, and Cheng J. . Maczic: Mediation analysis and power calculation for count and zero-inflated count data. https://CRAN.R-project.org/package=maczic. 2022.  View on PubMed
  3. Chaffee BW, Halpern-Felsher B, Cheng J. E-cigarette, cannabis and combustible tobacco use: associations with xerostomia among California adolescents. Community Dent Oral Epidemiol. 2021 Dec 20.  View on PubMed
  4. Chaffee BW, Cheng J, Couch ET, Hoeft KS, Halpern-Felsher B. Adolescents' Substance Use and Physical Activity Before and During the COVID-19 Pandemic. JAMA Pediatr. 2021 07 01; 175(7):715-722.  View on PubMed
  5. Deng X, Garcia-Knight MA, Khalid MM, Servellita V, Wang C, Morris MK, Sotomayor-González A, Glasner DR, Reyes KR, Gliwa AS, Reddy NP, Sanchez San Martin C, Federman S, Cheng J, Balcerek J, Taylor J, Streithorst JA, Miller S, Sreekumar B, Chen PY, Schulze-Gahmen U, Taha TY, Hayashi JM, Simoneau CR, Kumar GR, McMahon S, Lidsky PV, Xiao Y, Hemarajata P, Green NM, Espinosa A, Kath C, Haw M, Bell J, Hacker JK, Hanson C, Wadford DA, Anaya C, Ferguson D, Frankino PA, Shivram H, Lareau LF, Wyman SK, Ott M, Andino R, Chiu CY. Transmission, infectivity, and neutralization of a spike L452R SARS-CoV-2 variant. Cell. 2021 06 24; 184(13):3426-3437.e8.  View on PubMed
  6. Golden NH, Cheng J, Kapphahn CJ, Buckelew SM, Machen VI, Kreiter A, Accurso EC, Adams SH, Le Grange D, Moscicki AB, Sy AF, Wilson L, Garber AK. Higher-Calorie Refeeding in Anorexia Nervosa: 1-Year Outcomes From a Randomized Controlled Trial. Pediatrics. 2021 04; 147(4).  View on PubMed
  7. Ng DL, Granados AC, Santos YA, Servellita V, Goldgof GM, Meydan C, Sotomayor-Gonzalez A, Levine AG, Balcerek J, Han LM, Akagi N, Truong K, Neumann NM, Nguyen DN, Bapat SP, Cheng J, Martin CS, Federman S, Foox J, Gopez A, Li T, Chan R, Chu CS, Wabl CA, Gliwa AS, Reyes K, Pan CY, Guevara H, Wadford D, Miller S, Mason CE, Chiu CY. A diagnostic host response biosignature for COVID-19 from RNA profiling of nasal swabs and blood. Sci Adv. 2021 02; 7(6).  View on PubMed
  8. Garber AK, Cheng J, Accurso EC, Adams SH, Buckelew SM, Kapphahn CJ, Kreiter A, Le Grange D, Machen VI, Moscicki AB, Sy A, Wilson L, Golden NH. Short-term Outcomes of the Study of Refeeding to Optimize Inpatient Gains for Patients With Anorexia Nervosa: A Multicenter Randomized Clinical Trial. JAMA Pediatr. 2021 01 01; 175(1):19-27.  View on PubMed
  9. Chaffee BW, Werts M, White JS, Couch ET, Urata J, Cheng J, Kearns C. Beverage Advertisement Receptivity Associated With Sugary Drink Intake and Harm Perceptions Among California Adolescents. Am J Health Promot. 2021 05; 35(4):525-532.  View on PubMed
  10. Cheng J, Small DS. Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero. Biometrics. 2021 12; 77(4):1187-1201.  View on PubMed
  11. Gaiha SM, Cheng J, Halpern-Felsher B. Association Between Youth Smoking, Electronic Cigarette Use, and COVID-19. J Adolesc Health. 2020 10; 67(4):519-523.  View on PubMed
  12. White JS, Ramos-Gomez F, Liu JX, Jue B, Finlayson TL, Garza JR, Crawford AH, Helman S, Santo W, Cheng J, Kahn JG, Gansky SA. Monetary incentives for improving smartphone-measured oral hygiene behaviors in young children: A randomized pilot trial. PLoS One. 2020; 15(7):e0236692.  View on PubMed
  13. Baiocchi M, Cheng J, Small D. Correction. Stat Med. 2020 09 10; 39(20):2693.  View on PubMed
  14. Cheng J, Gregorich SE, Gansky SA, Fisher-Owens SA, Kottek AM, White JM, and Mertz EA. (2020). Constructing matched groups in dental observational health disparity studies for causal effects. JDR Clinical & Translational Research. 2020; 5(1):82-91.  View on PubMed
  15. Garber AK, Cheng J, Accurso EC, Adams SH, Buckelew SM, Kapphahn CJ, Kreiter A, Le Grange D, Machen VI, Moscicki AB, Saffran K, Sy AF, Wilson L, Golden NH. Weight Loss and Illness Severity in Adolescents With Atypical Anorexia Nervosa. Pediatrics. 2019 12; 144(6).  View on PubMed
  16. Yang, F., Cheng, J., and Huo, D. (2019). . Instrumental variable approach for estimating a causal
    hazard ratio: application to the effect of postmastectomy
    radiotherapy on breast cancer patients. Observational Studies. 2019; 5:141-162.  View on PubMed
  17. Baiocchi M, Cheng J, Small DS. Correction. Stat Med. 2019 Sep 10; 38(20):3960.  View on PubMed
  18. Gardner RC, Cheng J, Ferguson AR, Boylan R, Boscardin J, Zafonte RD, Manley GT, Citicoline Brain Injury Treatment Trial Investigators. Divergent Six Month Functional Recovery Trajectories and Predictors after Traumatic Brain Injury: Novel Insights from the Citicoline Brain Injury Treatment Trial Study. J Neurotrauma. 2019 09 01; 36(17):2521-2532.  View on PubMed
  19. Kim J, Zhan L, Le T, Cheng J. Caregivers' Knowledge of Sugar and Control Over Children's Sugar Consumption. Pediatr Dent. 2019 May 15; 41(3):191-199.  View on PubMed
  20. Chaffee BW, Couch ET, Urata J, Gansky SA, Essex G, Cheng J. Predictors of Smokeless Tobacco Susceptibility, Initiation, and Progression Over Time Among Adolescents in a Rural Cohort. Subst Use Misuse. 2019; 54(7):1154-1166.  View on PubMed

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