# Prospective Biomarkers of SARS-CoV-2 Vaccine Seroconversion in Patients with Haematological Malignancies

**Authors:** Sophie C. Hamann, Katie E. Lineburg, Louise Ng, Annabel Waugh, Stuart Olver, Justine Leach, Christine Bristow, Jyothy Raju, Laetitia Le Texier, Pauline Crooks, Corey Smith, Kristyan Guppy-Coles, Kirk Morris, Michelle Spanevello, Siok-Keen Tey, Andrea S. Henden

PMC · DOI: 10.3390/vaccines14030201 · Vaccines · 2026-02-25

## TL;DR

This study identifies biomarkers that predict whether patients with blood cancers will respond to SARS-CoV-2 vaccines, helping to identify those who may need alternative protection strategies.

## Contribution

The study introduces CXCL13 and CRTAM as novel biomarkers for predicting vaccine response in hematological malignancy patients.

## Key findings

- 37.5% of hematological malignancy patients failed to seroconvert after SARS-CoV-2 vaccination.
- Low levels of CXCL13 and CRTAM were associated with poor vaccine response.
- Non-responders showed dysfunctional T-cell responses to SARS-CoV-2.

## Abstract

Background: SARS-CoV-2 vaccination is crucial for protecting against severe COVID-19 disease; however, patients with haematological malignancies (HM) respond poorly to vaccination due to immunosuppression driven by chemotherapy, targeted cell depletion, and immune dysregulation. We sought to define novel biomarkers that predict effective vaccination in patients with HM. Methods: HM patients and healthy controls received SARS-CoV-2 vaccines and were followed for six months post-vaccination. Virus-specific humoral and cellular immune responses were analysed in serum and whole blood pre- and post-vaccination, and serum proteomics was analysed pre-vaccination to identify potential biomarkers for vaccine response. Results: HM patients displayed delayed antibody seroconversion, and 37.5% failed to seroconvert. Baseline proteomic and cellular immune profiles revealed that T-cell-associated chemokines CXCL13 and CRTAM were differentially expressed, with decreased levels seen in vaccine non-responders. Vaccine response was also associated with a reduced frequency of circulating monocytes, greater numbers of B-cells, and a trend toward greater numbers of CD4+ helper cell phenotypes, including T peripheral helper cells pre-vaccination. In vitro generation of COVID-19-specific T-cells from a subset of participants trended towards increased cytotoxic CD4+ and CD8+ T-cell activity in seroconverters and dysfunctional COVID-19-specific T-cell responses in non-seroconverters. Conclusions: These results suggest that HM patients have impaired T-cell immunity, and non-responders may be identified by low levels of serum CXCL13 and CRTAM. This allows for the identification of at-risk patients who would benefit from alternative COVID-19 prophylaxis strategies.

## Linked entities

- **Proteins:** CXCL13 (C-X-C motif chemokine ligand 13), CRTAM (cytotoxic and regulatory T cell molecule)
- **Diseases:** SARS-CoV-2 (MONDO:0100096), COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** IL9 (interleukin 9) [NCBI Gene 3578] {aka HP40, IL-9, P40}, CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, EOMES (eomesodermin) [NCBI Gene 8320] {aka TBR2}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CCR6 (C-C motif chemokine receptor 6) [NCBI Gene 1235] {aka BN-1, C-C CKR-6, CC-CKR-6, CCR-6, CD196, CKR-L3}, IL5 (interleukin 5) [NCBI Gene 3567] {aka EDF, IL-5, TRF}, CD27 (CD27 molecule) [NCBI Gene 939] {aka S152, S152. LPFS2, T14, TNFRSF7, Tp55}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, ANGPT2 (angiopoietin 2) [NCBI Gene 285] {aka AGPT2, ANG2, LMPHM10}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, ADA (adenosine deaminase) [NCBI Gene 100] {aka ADA1}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, CCL19 (C-C motif chemokine ligand 19) [NCBI Gene 6363] {aka CKb11, ELC, MIP-3b, MIP3B, SCYA19}, IL22 (interleukin 22) [NCBI Gene 50616] {aka IL-21, IL-22, IL-D110, IL-TIF, ILTIF, TIFIL-23}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 1236] {aka BLR2, CC-CKR-7, CCR-7, CD197, CDw197, CMKBR7}, CXCR5 (C-X-C motif chemokine receptor 5) [NCBI Gene 643] {aka BLR1, CD185, MDR15}, LAMP1 (lysosome associated membrane protein 1) [NCBI Gene 3916] {aka CD107a, LAMPA, LGP120}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD5 (CD5 molecule) [NCBI Gene 921] {aka LEU1, T1}, CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, CCR5 (C-C motif chemokine receptor 5) [NCBI Gene 1234] {aka CC-CKR-5, CCCKR5, CCR-5, CD195, CKR-5, CKR5}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CD14 (CD14 molecule) [NCBI Gene 929], KRT20 (keratin 20) [NCBI Gene 54474] {aka CD20, CK-20, CK20, K20, KRT21}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, CXCL13 (C-X-C motif chemokine ligand 13) [NCBI Gene 10563] {aka ANGIE, ANGIE2, BCA-1, BCA1, BLC, BLR1L}, CADM1 (cell adhesion molecule 1) [NCBI Gene 23705] {aka BL2, IGSF4, IGSF4A, NECL2, Necl-2, RA175}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}, CRTAM (cytotoxic and regulatory T cell molecule) [NCBI Gene 56253] {aka CD355}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, GZMA (granzyme A) [NCBI Gene 3001] {aka CTLA3, HFSP}, VTN (vitronectin) [NCBI Gene 7448] {aka V75, VN, VNT}, S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}
- **Diseases:** ET (MESH:D016751), essential thrombocythemia (MESH:D013920), injury to (MESH:D014947), Infection (MESH:D007239), myeloma (MESH:D009101), CVM-R (MESH:C580424), death (MESH:D003643), cytotoxicity (MESH:D064420), systemic sclerosis (MESH:D012595), seroconversion (MESH:D006679), viral infection (MESH:D014777), lymphopenia (MESH:D008231), ALL (MESH:D054218), CML (MESH:D015451), Haematological Malignancies (MESH:D009369), JMML (MESH:D054429), rhinitis (MESH:D012220), cold and flu (MESH:D007251), cough (MESH:D003371), lymphoid malignancies (MESH:D008223), graft-versus-host disease (MESH:D006086), NHL (MESH:D008228), sore throat (MESH:D010612), fever (MESH:D005334), blood cancers and disorders (MESH:D019337), B-cell lymphomas (MESH:D016393), HL (MESH:D006689), COVID-19 (MESH:D000086382)
- **Chemicals:** tocilizumab (MESH:C502936), CVH (-), streptomycin (MESH:D013307), budesonide (MESH:D019819), paraformaldehyde (MESH:C003043), lipid (MESH:D008055), dexamethasone (MESH:D003907), baricitinib (MESH:C000596027), PBS (MESH:D007854), remdesivir (MESH:C000606551), penicillin (MESH:D010406), steroids (MESH:D013256), S (MESH:D013455), Paxlovid (MESH:C000719967)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Human immunodeficiency virus 1 (no rank) [taxon 11676], Homo sapiens (human, species) [taxon 9606], human gammaherpesvirus 4 (Epstein Barr virus, no rank) [taxon 10376]
- **Cell lines:** CVM-NR — Homo sapiens (Human), Nasopharyngeal carcinoma, Cancer cell line (CVCL_DG72)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC13030433/full.md

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13030433/full.md

## References

72 references — full list in the complete paper: https://tomesphere.com/paper/PMC13030433/full.md

---
Source: https://tomesphere.com/paper/PMC13030433