Research Experiences

ICD-10 Code Disease Severity Modeling

2024.06 – 2024.09

Research Intern in Data Science & Digital Science - Global Development, Johnson & Johnson Innovative Medicine.

  • Coming up...

ACEi Discontinuation Pattern in Medicare SGLT2i Users

2024.01 – 2024.08

Research Assistant. Supervised by Dr Inmaculada (Inma) Hernandez, Skaggs School of Pharmacy and Pharmaceutical Sciences (SPPS), University of California San Diego.

  • Coming up...

Bachelor Thesis: OGD Astrocyte Mitochondria Imaging Analysis

2022.10 – 2023.05

Research Assistant. Supervised by Dr Susan Chalmers, Strathclyde Institute Of Pharmacy And Biomedical Sciences (SIPBS), University of Strathclyde.

  • Utilizing FIJI-affiliated ImageJ, aided with Mitochondria Analyzer & KymoAnalyzer plugins, to analyze the shape, size, and localisation of astrocyte mitochondria under oxygen/glucose deprivation (OGD) conditions.
  • Statistical analysis of acquired data provides insights into astrocyte mitochondria state in ischaemic stroke.

Doxorubicin & Trastuzumab Cardiotoxicity QSP-PBPK-TD Platform

22022.04–2023.08

Research Assistant. Supervised by Dr Hua He, Center of Drug Metabolism and Pharmacokinetics, School of Pharmacy, China Pharmaceutical University.

  • Developed an in silico platform integrating QSP-PBPK modeling and hiPSC-CM data to predict cardiotoxicity risk of anti-tumor drug combinations, conducting simulations and sensitivity analyses to evaluate effects of doxorubicin & trastuzumab on cardiac functions.
  • Ensured reliability and clinical relevance by validating in silico predictions against clinical trial data and adjusting parameters to reflect physiological differences.
  • Gained insights into factors driving cardiotoxicity in anti-tumor therapies, identified synergistic effects of doxorubicin and trastuzumab, and highlighted individual patient variability in drug response.
  • Provided valuable feedback by offering a predictive tool for safer drug combination therapies and informing clinical guidelines to reduce cardiotoxicity incidence, thus improving patient outcomes.

PBPK Modeling of Meropenem in Premature Infants

2021.10 – 2022.03

Research Assistant. Supervised by Dr Hua He, Center of Drug Metabolism and Pharmacokinetics, School of Pharmacy, China Pharmaceutical University.

  • Built a physiologically-based pharmacokinetics (PBPK) model based on healthy adults. It expanded it to premature infants and focused on time points during preterm birth, organ development and abnormal drug transporter OAT3 expression due to organ maturity.
  • Adapted the constructed model to common preterm infant diseases (pneumonia, sepsis, and meningitis).

CRISPR/dCas9-based MnP-AAO-HFB1 PE-Degradator

2020.12 – 2021.11

Key member & Modeler. Supervised by Dr Meiling Lu, Department of Biochemistry, School of Life Science and Technology, China Pharmaceutical University.

  • Simulated enzyme productions in our polyethylene (PE) degradation system, calculated function proteins’ predicted outputs and proposed industrial manufacturing improvements.
  • Applied statistical methods (support vector machine, k-nearest neighbouring, random forest and principle component analysis) to optimize manganese peroxidase (MnP).
  • The results are now presented in iGEM 2021 as Team CPU_CHINA.

Biosynthesis Pathway in Arctium lappa L. with High-Throughput Sequencing

2020.10 – 2021.08

Research Assistant. Supervised by Dr Yucheng Zhao, Department of Chinese Medicine Resource Science, School of Traditional Chinese Medicine, China Pharmaceutical University.

  • Utilized high-throughput sequencing to conduct Arctium lappa L. genome research.
  • Explored the biosynthesis pathway of arctiin in Arctium lappa L. by means of multi-omics (genome, transcriptome, and metabolome) of Arctium lappa L., and carried out the preliminary wet experiment.

Conferences

2024 American College of Clinical Pharmacy Annual Meeting

Predictors of Discontinuation of Angiotensin Converting Enzyme Inhibitors Use Among Medicare Beneficiaries Using Sodium-Glucose Cotransporter 2 Inhibitors (2024.10)

2024 Johnson & Johnson Innovative Medicine Oncology Intern Research Symposium

Diversity and Minimizing Toxicity Effects Using Demographic Stratification of ICD-10 Codes in JJIM Clinical Protocol Studio (2024.08)

2024 UC San Diego Public Health Research Day

Solitude’s Shadow: The Mental Health Maze in COVID - Effects of Social Isolation During the COVID-19 Pandemic on Mental Health (2024.05)

Awards

Level Title Time
-- Graduate Travel Grant, Graduate & Professional Student Association, UC San Diego 2024.07
-- GenScript Life Sciences Fellowship, GenScript Biotech & China Pharmaceutical University 2023.06
1st Prize Scholarship of Exploring World Plan 2022.06
Gold International Genetically Engineered Machine (iGEM) 2021.11
Best Target Molecule International Directed Evolution Competition (iDEC) 2021.10
Prov. 3rd Prize
(15%)
Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM) 2021.10
Meritorious
(9%)
Mathematical Contest in Modeling/Interdisciplinary Contest in Modeling (MCM/ICM) 2021.05
-- Model of Triple-A student 2020.11
2nd-class Two-time Scholarship for Merited Students 2020/2021
Both mathematical modeling competitions are supervised by Dr Yingbo Liu, Department of Medical Informatics & Biostatistics, School of Science, China Pharmaceutical University.

Certificates & Supplement Courses

Issuing Agency Title Time
UCSF-Stanford Center of Excellence in Regulatory Science and Innovation (CERSI) 2024 UCSF-Stanford CERSI Immersion Course in Drug Discovery, Development, and Regulation 2024.11
Project Dontabhaktuni Non-compartmental Analysis Using Open Source R 2023.11
Simulations Plus Monolix - Non-compartmental Analysis, Bio-equivalence and Beyond 2023.07
Uppsala Monitoring Center Statistical reasoning and algorithms in pharmacovigilance 2022.07
School of Intl’ Pharmaceutical Business, CPU Linear Algebra 2022.06
UC Berckley Extension STATX10-051 Introduction to Statistics 2022.04
European and Developing Countries Clinical Trials Partnership Good Clinical Practice (GCP-E6(R2) 2016) 2021.12
National Health Institute (NIH), the US Principles of Clinical Pharmacology 2021.07
MIT (EdX) Quantitative Biology Workshop 2020.12
Icahn School of Medicine (coursera) Dynamical Modeling Methods for Systems Biology 2020.10
University of Michigan (coursera) Programming for Everybody 2020.10
Harvard University (EdX) Quantitative Methods for Biology 2020.09

Technical Skills

Laboratory:

PCR, Transfection, SDS-PAGE, Chromatography (Column, HPLC, GC & Preparative), Mass Spectrometry, Immunostaining, Western

Programming:

R, SAS, SQL, Python, HTML/CSS, MATLAB, Mathematica, Berkeley Madonna, LATEX, Markdown.

Software:

Tableau, RsNLME, GraphPad, Monolix, PK-Sim, SnapGene, MEGA, BLAST, PyMOL, ImageJ, EndNote, SPSS, ChemDraw, Adobe PS & VE.

Extracurriculum Activities

WikiProject Olympics

2021.09 – Present

Member. Lastest editions of Olympics topics in Chinese and English Wikipedian communities.

Department of Sino-UK Student Affairs, CPU

2019.09 – 2023.06

Head. Aids communication between students and teachers in CPU Sino-UK speciality.

Network Publicity Department, College Students Art Troupe, CPU

2019.09 – 2020.06

Member. Activity organization & community services in CPU College Students Art Troupe.