Postdoctoral Researcher · University of Gothenburg

Yike Xie, PhD

Reading cell states the way they're written — in sequence, in shape, and in space.

I'm an interdisciplinary scientist integrating single-cell and spatial omics, imaging, and functional phenotyping to understand human disease. My work spans technology development and disease biology, with applications in metabolic and immune-mediated conditions. My research focuses on i) developing multimodal approaches linking molecular cell states to function, and ii) studying tissue physiology and identifying biomarkers of disease progression.

Portrait of Yike Xie
937+
Citations
11
h-index
14
Publications
3
Countries (AU · CN · SE)
Oriental Pearl Tower, Shanghai, China Sydney Opera House, Australia Läppstiftet (The Lipstick), Gothenburg, Sweden
01 — About

From pharmaceutical science to bioinformatics

I trained first in pharmaceutical science (Fudan University), then completed a PhD in Bioinformatics at UNSW Sydney, where I worked on single-cell transcriptomics linked to cell-level phenotypes — from viral infection to live-cell microscopy. Since 2023 I've been a postdoctoral researcher at the University of Gothenburg, and from 2023–2025 held a joint position with AstraZeneca CVRM. I currently work under A/Prof Joan Camuñas-Soler on the spatial and functional mapping of the human pancreas in health and metabolic disease.

Current

Postdoctoral Researcher

University of Gothenburg, Institute of Biomedicine — spatial and functional mapping of the human pancreas in health and metabolic disease. PI: A/Prof Joan Camuñas-Soler. Since 09/2023.

2023–2025

Joint Postdoc, UGot & AstraZeneca CVRM

Physiological profiling of proximal tubular epithelial cells (PTECs) during injury and repair. PIs: A/Prof Joan Camuñas-Soler and Sr. Principal Scientist Julie Williams.

02 — Research Interests

Linking molecular state to function

Method

Single-cell & spatial omics

scRNA-seq, snRNA-seq, and spatial transcriptomics to map cell states and their organization within tissue, including differential abundance, expression, and cell-type deconvolution.

Method

Imaging & functional phenotyping

Hyperspectral and confocal imaging, quantitative image analysis, and functional Ca²⁺ / uptake assays integrated with sequencing to connect optical phenotype to transcriptional identity.

Application

Metabolic disease

Endocrine and exocrine cell states of the human pancreas in obesity and type 2 diabetes, and the discovery of extra-islet β cells with altered glucose responsiveness.

Application

Immune-mediated disease & liquid biopsy

Immune hallmarks of severe dengue progression, and cell-free RNA (cfRNA) protocols for non-invasive monitoring, including a parturition timing cohort.

03 — Education & Employment

Path so far

Since 09/2023

Postdoctoral Researcher

University of Gothenburg, Institute of Biomedicine, Sweden
Spatial and functional mapping of the human pancreas in health and metabolic disease. PI: A/Prof Joan Camuñas-Soler.
12/2023 – 12/2025

Joint Postdoctoral Researcher

University of Gothenburg & AstraZeneca CVRM, Sweden
Physiological profiling of proximal tubular epithelial cells (PTECs) during injury and repair.
2019 – 07/2023

PhD, Bioinformatics

UNSW Sydney, School of Clinical Medicine, Australia
Thesis: Single cell transcriptomics with cell-level phenotypes — from viruses to microscopy. Supervisors: A/Prof Fabio Zanini, Prof Fabio Luciani, A/Prof Tatyana Chtanova.
07/2017 – 08/2019

Medical & Commercial Roles, Pharmaceutical Industry

Shanghai Hengrui Pharmaceutical · Bristol-Myers Squibb · Sanofi, Shanghai, China
Two years across medical affairs, stakeholder engagement, and multi-channel marketing/customer liaison work, supporting scientific communication with healthcare professionals and cross-functional teams.
2014 – 07/2017

MSc, Pharmaceutics

Fudan University, School of Pharmacy, China
Thesis: In vivo fate of fluorescently hybridized nanosuspensions after oral delivery. Supervisors: Prof Wei Wu, A/Prof Yi Lu.
– 07/2014

BSc, Pharmaceutical Science

Fudan University, School of Pharmacy, China
04 — Publications

Selected work

Xie, Y.*; Postic, S.*; et al. Spatial and functional mapping of the human pancreas reveals endocrine and exocrine cell states in health and metabolic disease. View article ↗
bioRxiv 2026.06.30.735261 · under review, Nature Metabolism
Contribution: Led data analysis — differential abundance/expression analysis of snRNA-seq and its clinical associations; cell-type deconvolution and annotation of spatial transcriptomic data; integrated analysis of spatial transcriptomics with functional Ca²⁺ measurements. Contributed to conceptualization and drafted the initial manuscript.
Finding: Identified endocrine/exocrine cell states associated with obesity and diabetes, and developed Slice-seq linking spatial transcriptional programs to β-cell activity — revealing extra-islet β cells with reduced glucose responsiveness and mitochondrial oxidative metabolism.
Xie, Y.; et al. Integration of Hyperspectral Imaging and Transcriptomics from Individual Cells with SpectralSeq. View article ↗
Genome Research, 2025, 35(8), 1809–1820
Contribution: Led experimental and computational work — single-cell capture via CellCelector following hyperspectral imaging and Smart-seq library prep; cell segmentation and feature extraction; correlation analyses linking optical features to expression and exon usage.
Finding: Developed SpectralSeq to integrate hyperspectral imaging and transcriptomics in the same cell, revealing links between optical/morphological phenotype and molecular state — including signatures of apoptosis, metabolism, and alternative splicing.
Ghita, L.*; Yao, Z.*; Xie, Y.*; Duran, V.*; et al. Global and Cell Type-Specific Immunological Hallmarks of Severe Dengue Progression Identified via a Systems Immunology Approach. View article ↗
Nature Immunology, 2023, 24(12), 2150–2163
Contribution: Led computational analysis — differential abundance of immune subtypes and ML models predicting severe dengue progression; differential expression analysis; cell–cell communication analysis; serum cytokine profiling.
Finding: Identified B cells harboring replicating DENV as a major viral target in human blood, and revealed immune hallmarks of severe dengue — increased inflammation and immune migration, impaired antigen presentation and interferon response.
Gatt, C.; Xie, Y.; et al. Integrating Microscopy and Transcriptomics from Individual Uncultured Eukaryotic Plankton. View article ↗
eLife, 2024, 13, RP102991
Finding: Developed Ukiyo-e-Seq integrating optical and transcriptomic data from individual eukaryotic plankton; combined with AlphaFold 3 to infer photosynthetic protein structures from a single Chaetoceros diatom.
Manuscripts in preparation
Xie, Y.; et al. Decoding the molecular clock of parturition through cell-free RNA (cfRNA). (in preparation)
Developed an in-house cfRNA library preparation protocol, achieving sequencing performance comparable to a commercial alternative at ~50% of the cost and ~20% of the hands-on labor. Applied to a longitudinal parturition cohort.
Xie, Y.; et al. Profiling functional heterogeneity in injured proximal tubule epithelial cells (PTECs) at single-cell resolution. (in preparation)
Established the primary human PTEC culture and functional phenotyping platform (rotational and Transwell systems; qPCR, confocal microscopy, quantitative imaging, albumin uptake) that underpinned the project's renewal — the only joint academia–industry postdoc project funded for an additional two years.
  • Zanini, F.; Che, X.; Suresh, N. E.; Knutsen, C.; Klavina, P.; Xie, Y.; et al. Hyperoxia Prevents the Dynamic Neonatal Increases in Lung Mesenchymal Cell Diversity. Scientific Reports, 2024, 14(1), 2033.
  • Kowarsky, M.; Dalman, M.; Moufarrej, M. N.; Okamoto, J.; Xie, Y.; et al. Cell-Free RNA Reveals Host and Microbial Correlates of Broadly Neutralizing Antibody Development against HIV. PLOS Pathogens, 2026, 22(4), e1014066.
  • Xie, Y.; et al. Epithelia Transmembrane Transport of Orally Administered Ultrafine Drug Particles Evidenced by Environment Sensitive Fluorophores in Cellular and Animal Studies. Journal of Controlled Release, 2018, 270, 65–75.
  • Xie, Y.; et al. Preparation and Optimization of Amorphous Ursodeoxycholic Acid Nano-Suspensions by Nanoprecipitation Based on Acid-Base Neutralization for Enhanced Dissolution. Current Drug Delivery, 2017, 14(4).
  • Guo, Z.; Xie, W.; Zhang, Q.; Lu, J.; Ye, J.; Gao, X.; Xu, W.; Fahad, A.; Xie, Y.; et al. Photoactivation-Triggered in Situ Self-Supplied H₂O₂ for Boosting Chemodynamic Therapy via Layered Double Hydroxide-Mediated Catalytic Cascade Reaction. Chemical Engineering Journal, 2022, 446, 137310.
  • Yang, C.; Wang, Y.; Xie, Y.; et al. Oat Protein-Shellac Nanoparticles As a Delivery Vehicle for Resveratrol to Improve Bioavailability In Vitro and In Vivo. Nanomedicine, 2019, 14(21), 2853–2871.
  • Shen, C.; Yang, Y.; Shen, B.; Xie, Y.; et al. Self-Discriminating Fluorescent Hybrid Nanocrystals: Efficient and Accurate Tracking of Translocation via Oral Delivery. Nanoscale, 2018, 10(1), 436–450.
  • Jiang, X.; Xin, H.; Ren, Q.; Gu, J.; Zhu, L.; Du, F.; Feng, C.; Xie, Y.; et al. Nanoparticles of 2-Deoxy-D-Glucose Functionalized Poly(Ethylene Glycol)-Co-Poly(Trimethylene Carbonate) for Dual-Targeted Drug Delivery in Glioma Treatment. Biomaterials, 2014, 35(1), 518–529.
  • Jiang, X.; Xin, H.; Gu, J.; Du, F.; Feng, C.; Xie, Y.; Fang, X. Enhanced Antitumor Efficacy by D-Glucosamine-Functionalized and Paclitaxel-Loaded Poly(Ethylene Glycol)-Co-Poly(Trimethylene Carbonate) Polymer Nanoparticles. Journal of Pharmaceutical Sciences, 2014, 103(5), 1487–1496.
  • Jiang, X.; Xin, H.; Gu, J.; Xu, X.; Xia, W.; Chen, S.; Xie, Y.; et al. Solid Tumor Penetration by Integrin-Mediated Pegylated Poly(Trimethylene Carbonate) Nanoparticles Loaded with Paclitaxel. Biomaterials, 2013, 34(6), 1739–1746.
  • Jiang, X.; Sha, X.; Xin, H.; Xu, X.; Gu, J.; Xia, W.; Chen, S.; Xie, Y.; et al. Integrin-Facilitated Transcytosis for Enhanced Penetration of Advanced Gliomas by Poly(Trimethylene Carbonate)-Based Nanoparticles Encapsulating Paclitaxel. Biomaterials, 2013, 34(12), 2969–2979.

Full list with DOIs on Google Scholar (937 citations, h-index 11, as of 08/2026).

05 — Recognition

Grants, honors & talks

Grants

  • Assar Gabrielssons Fond Research Grant, SwedenSEK 97,500 · 2025
  • Assar Gabrielssons Fond Research Grant, SwedenSEK 70,000 · 2024
  • Wenner-Gren Foundation Travel Grant, SwedenSEK 23,000 · 2026
  • Sahlgrenska Postdoc Travel Grant, SwedenSEK 20,000 · 2026
  • Development & Research Training Grant, UNSW SydneyAUD 2,000 · 2022

Honors & Awards

  • Australian Government RTP Scholarship, Australia2019–2023
  • UNSW Arc PGC Student Award, Australia2021
  • First Class Scholarship & Daiichi-Sankyo Award, Fudan2016
  • Team Award of Innovation, Novartis Young Explorer Program2014

Invited talks & selected presentations

Medkem Seminar · 02/2026
Functional and spatial niches of the human pancreas in obesity and Type 2 diabetes
Gothenburg, Sweden
EATRIS Sweden Spotlight Workshop · 04/2025 (invited)
Biomarker discovery from RNA signatures in tissue and liquid biopsies
Sweden
WCMTM–AstraZeneca Postdoc Seminar · 04/2025
Physiological profiling of proximal tubular epithelial cells during injury and repair
Gothenburg, Sweden
University of Gothenburg (Host: Joan Camuñas-Soler) · 11/2022 (invited)
Single cell immunology with cell-level phenotypes: from viruses to microscopy
Gothenburg, Sweden
Prince of Wales Clinical School Postgraduate Seminar · 03/2023
A new experimental and computational approach enables live capture of cell behaviours and transcriptomics
Sydney, Australia
06 — Technical Expertise

Wet lab to dry lab

Computational

PythonSQLShell scripting Scanpyscvi-toolsPyTorch Linux / HPCSnakemake scRNA-seqSpatial transcriptomics cfRNAMultimodal data integration Predictive modelingImage segmentation & feature extraction

Experimental

Library preparationAssay development Automated liquid handlingRobotic platforms Primary & established cell cultureTissue dissociation Flow cytometryCellCelector

Supervision & mentoring

Let's talk cells, code, or careers.

Open to collaborations in spatial & single-cell omics, functional genomics, and multimodal disease biology — and to conversations about faculty positions and postdoc opportunities.