Active · Hit to lead
Phytochemical adjuvants for cisplatin-resistant ovarian cancer
Cisplatin resistance is a property of particular cell states inside a tumour, not of the tumour as a whole, so the work starts at single-cell resolution. Resistance-associated targets recovered from scRNA-seq anchor a network pharmacology screen of Withania somnifera phytochemicals, narrowed by docking and structural dynamics into compound–target hypotheses to be tested.
- Group
- Computational Biology
- Lead
- Musab Shahriar
- Run
- 2025 – present
- Team
- Sheikh Naem Islam Abhi · Musab Shahriar · Lamia Hasan Joarder Barsha · Mst. Afsana Meme · Md. Jubayer Hossain
- Data
- Public ovarian cancer scRNA-seq cohorts, phytochemical and target databases
scRNA-seqNetwork pharmacologyMolecular dockingMolecular dynamics
Active · Target validation
Single-cell signatures of hyperglycemia and probiotic response in Ob-T2D
Obesity-associated type 2 diabetes damages several organs at once, and which cells carry that damage is invisible to bulk transcriptomics. Public multi-organ scRNA-seq of hyperglycemic mouse liver and kidney is mined for cell-specific disease signatures, and the candidates are then tested in the collaborating laboratory's own Ob-T2D mice treated with Bacillus velezensis GV1, asking which of those signatures the probiotic actually reverses.
- Group
- Computational Biology
- Lead
- Prof. Yeon Ju Kim
- Run
- 2026 - present
- Team
- Md. Jubayer Hossain · Md. Niaj Morshed · Abdus Samad · Md. Ripon Shikder · Sricharan Dhandapani
- Collaborators
- Kyung Hee University, South Korea
- Data
- GSE244475 multi-organ scRNA-seq of STZ-hyperglycemic mouse liver and kidney; in-house control, Ob-T2D and GV1-treated Ob-T2D mouse tissue
scRNA-seqCell-type annotationDifferential expressionPathway enrichmentqRT-PCR and Western blot validation
Active · Early discovery
Single-cell targets linking brain and peripheral immunity in Alzheimer's disease
Amyloid-beta pathology, microglial activation and systemic immune change are all documented in Alzheimer's disease, but not as one connected picture. Human single-cell data from AD brain and peripheral blood is analysed for cell-type-specific alterations in neurons, microglia, T cells and B cells, and for the genes and pathways shared between them. Prioritised candidates go to the collaborating laboratory for validation in amyloid-beta-treated SH-SY5Y cells and an AD mouse model, including response to HHT-AuNP and urolithin A treatment.
- Group
- Computational Biology
- Lead
- Prof. Yeon Ju Kim
- Run
- 2026 - present
- Team
- Md. Jubayer Hossain · Abdus Samad
- Collaborators
- Kyung Hee University, South Korea · Prof. Ik-Hyun Cho
- Data
- Public human AD brain (hippocampus, superior frontal cortex) and PBMC scRNA-seq; amyloid-beta-treated SH-SY5Y cells and an AD mouse model
scRNA-seqLeiden clusteringMarker gene analysisGO and KEGG enrichmentCell-cell communicationIn vitro and in vivo validation
Active
Antimicrobial resistance surveillance in Bangladesh
Resistance is measured here on two fronts at once: what the isolates carry, and what the people prescribing and taking antibiotics know. Laboratory surveys of resistance genes in clinical pathogens run alongside cross-sectional studies of pharmacists, parents and students, so a resistance pattern can be read against the behaviour producing it.
- Group
- Public Health & Informatics
- Lead
- Md. Jubayer Hossain
- Run
- 2022 – present
- Team
- Md. Wahidul Islam · Md. Shahjahan
- Data
- Hospital isolates, community pharmacy and household survey data
Cross-sectional surveyAntimicrobial susceptibility testingMolecular typingRegression modelling
Active
Dengue epidemiology and control in Bangladesh
Dengue in Bangladesh is now an annual event rather than an outbreak, and the project treats it that way. Clinical and haematological profiling of hospitalised patients sits beside community-level work on prevention behaviour and a synthesis of national trends since 2000, to say where control effort actually changes the curve.
- Group
- Public Health & Informatics
- Lead
- Md. Jubayer Hossain
- Run
- 2022 – present
- Team
- Mousumi Das · Md. Shahjahan
- Data
- Tertiary-care hospital records, community surveys in Dhaka, national surveillance reports
Clinical cohort analysisCross-sectional surveyNarrative synthesisTrend analysis
Active · Early discovery
Pan-cancer biomarker discovery from public omics
A running programme that mines consortium data — TCGA, GEO, ICGC — for genes whose expression, methylation and immune context separate tumour from normal and predict outcome. Each cycle takes one gene or family across all available tumour cohorts, then follows the survivors into prognostic and immunological validation.
- Group
- Computational Biology
- Lead
- Md. Jubayer Hossain
- Run
- 2023 – present
- Team
- Md. Zahid Ahmed · Fahmida Tasnim Jannat Fariha · Md. Wahidul Islam
- Data
- TCGA · GEO · ICGC · cBioPortal · UALCAN · GEPIA2
Differential expressionSurvival analysisMethylation analysisImmune infiltrationPathway enrichment
Completed · Early discovery
Cross-study RNA-seq meta-analysis of stress response
Single RNA-seq studies are underpowered for anything conserved. This project re-processes public datasets through one uniform pipeline so expression can be compared across studies, and applies it to stress response in rainbow trout — a test of whether a conserved signature survives batch, lab and design differences.
- Group
- Computational Biology
- Lead
- Md. Jubayer Hossain
- Run
- 2024 – 2025
- Team
- S. M. Bari · Md. Fuad
- Data
- Public RNA-seq datasets retrieved from SRA and GEO
RNA-seq meta-analysisNextflowBatch correctionDifferential expression
Active
Thalassemia burden, quality of life and prevention
Bangladesh carries one of the heavier thalassemia burdens in the region with no compulsory screening in place. The project quantifies what the disease costs patients through validated quality-of-life instruments, measures what the population knows about carrier status, and argues the prevention case from that evidence.
- Group
- Public Health & Informatics
- Lead
- Md. Jubayer Hossain
- Run
- 2022 – present
- Team
- Umme Rumman Munni · Mousumi Das
- Data
- Thalassemia treatment centre patients, university student cohorts
SF-36 quality of lifeCross-sectional surveyPolicy analysis