# Modulation of Patient-Derived Tumor Organoids by SARS-CoV-2 Variants Across Cancer Types: A Study Combining Morphology, Inflammation, and Whole-Exome Profiling

**Authors:** Danielle Ferreira, Tayanne Sassaro, Anael Viana Pinto Alberto, Marília de Melo, Audrien Alves Andrade, Beatriz Iandra Ferreira, Otacílio C. Moreira, Daniel Moreira, Thiago Parente, Bruna Bordim, Júlia de Abreu, Fabiana Rondão, Jorge Canedo, Carlos Gil Ferreira, Elen de Souza, Aline Moreira, Mariana Waghabi, Mariano Gustavo Zalis, Tatiana Tilli

PMC · DOI: 10.3390/ijms27031156 · International Journal of Molecular Sciences · 2026-01-23

## TL;DR

This study explores how different SARS-CoV-2 variants affect cancer organoids, revealing variant- and tumor-specific changes in morphology and immune responses.

## Contribution

The study introduces a novel model using patient-derived organoids to investigate SARS-CoV-2 variant-specific interactions with various cancer types.

## Key findings

- The Delta variant caused higher viral loads in lung and breast organoids compared to the Gamma variant.
- Infection led to morphological changes like reduced area and increased circularity across all tumor types.
- Host gene variants in trafficking and immune signaling were linked to differential infection profiles.

## Abstract

Cancer patients are highly vulnerable to severe COVID-19, requiring models that capture tumor–virus interactions. We investigated tumor- and variant-specific effects of SARS-CoV-2 Gamma and Delta infections using patient-derived organoids (PDOs) from metastatic breast, lung, and colorectal cancers. Viral infection was quantified by Real-Time Quantitative Polymerase Chain Reaction (RT-qPCR) 24 h post-infection, and morphological changes and immune mediators were profiled. Genomic analysis using whole-exome sequencing was performed to identify contributing host-related gene alterations. The Delta variant produced consistently higher viral loads in lung and breast PDOs, while colorectal PDOs showed variable susceptibility. Infection led to reduced area and perimeter and increased circularity across all tumor types. Immune profiling revealed distinct responses: Gamma decreased Interferon alpha (IFNα) in lung PDOs and increased E-selectin in colorectal PDOs. Delta broadly reduced inflammatory mediators in lung [10 kDa interferon gamma-induced protein (IP-10) and Intercellular adhesion molecule 1 (ICAM-1)] and breast [Interleukin-6 (IL-6), Interleukin-13 (IL-13), and Interleukin-17A (IL-17A)] PDOs, while increasing Macrophage inflammatory protein 1-beta (MIP-1β) in colorectal PDOs. Host gene variants involved in trafficking (FYCO1 and RAB7A) and immune signaling (FOXA2, SFTPD, STAT3, and TET2) were associated with differential infection profiles. These findings show that SARS-CoV-2 induces variant- and tumor-specific morphological and immunological changes in cancer PDOs, highlighting the potential of this model to unravel host–virus interactions and identify genetic factors that shape infection outcomes in cancer.

## Linked entities

- **Genes:** FYCO1 (FYVE and coiled-coil domain autophagy adaptor 1) [NCBI Gene 79443], RAB7A (RAB7A, member RAS oncogene family) [NCBI Gene 7879], FOXA2 (forkhead box A2) [NCBI Gene 3170], SFTPD (surfactant protein D) [NCBI Gene 6441], STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774], TET2 (tet methylcytosine dioxygenase 2) [NCBI Gene 54790]
- **Proteins:** Sele (selectin, endothelial cell), IL6 (interleukin 6)
- **Diseases:** breast cancer (MONDO:0004989), lung cancer (MONDO:0005138), colorectal cancer (MONDO:0005575), COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** SELE (selectin E) [NCBI Gene 6401] {aka CD62E, ELAM, ELAM1, ESEL, LECAM2, selectin-e}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, RAB7A (RAB7A, member RAS oncogene family) [NCBI Gene 7879] {aka CMT2B, PRO2706, RAB7}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, SFTPD (surfactant protein D) [NCBI Gene 6441] {aka COLEC7, PSP-D, SFTP4, SP-D}, TET2 (tet methylcytosine dioxygenase 2) [NCBI Gene 54790] {aka IMD75, KIAA1546, MDS}, IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, FYCO1 (FYVE and coiled-coil domain autophagy adaptor 1) [NCBI Gene 79443] {aka CATC2, CTRCT18, RUFY3, ZFYVE7}, FOXA2 (forkhead box A2) [NCBI Gene 3170] {aka HNF-3-beta, HNF3B, TCF3B}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, ICAM1 (intercellular adhesion molecule 1) [NCBI Gene 3383] {aka BB2, CD54, P3.58}
- **Diseases:** Cancer (MESH:D009369), Infection (MESH:D007239), breast, lung, and colorectal cancers (MESH:D001943), Inflammation (MESH:D007249), colorectal PDOs (MESH:D015179), Viral infection (MESH:D014777), COVID-19 (MESH:D000086382)
- **Species:** Homo sapiens (human, species) [taxon 9606], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12897655/full.md

## References

52 references — full list in the complete paper: https://tomesphere.com/paper/PMC12897655/full.md

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Source: https://tomesphere.com/paper/PMC12897655