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One immune variable predicts poor outcomes across tumour types and species

6 Feb 2026
One immune variable predicts poor outcomes across tumour types and species

Renowned as first responders to threatening infections, neutrophils also happen to feature prominently in the microenvironment of tumours, where they and other immune cells play opposing and frequently mutable roles in promoting—or resisting—cancer progression.

Though they’ve been linked to the growth of multiple cancers, including those of the lung and breast, neutrophils can assume multiple functional states, only some of which have such an effect.

Identifying those states has, for technical reasons, proved to be quite a challenge.

Now researchers led by Ludwig Lausanne’s Mikaël Pittet have discovered a gene expression programme executed by tumour-associated neutrophils (TANs) and a corresponding biomarker that uniformly support cancer cell survival and tumour progression across human and murine tumours.

The findings, detailed in the current issue of Cancer Cell, identify TANs characterised by this conserved genetic programme as a central variable of the tumour microenvironment (TME) linked to cancer progression.

The researchers also describe how the associated marker—a protein called CCL3—functionally supports cancer growth.

“We found that tumours induce in neutrophils a genetic programme that sets them on a trajectory of continuous maturation, culminating in a terminal ‘aged’ state characterised by high CCL3 expression,” said Pittet.

“These senescent, ‘CCL3hi’ neutrophils preferentially occupy niches in the TME that are starved of oxygen, engage genetic subroutines that help them adapt to the harsh conditions there and then activate a broad suite of genes that promote the growth and survival of tumours.”

Pittet and his colleagues report that the gene expression of these aged TANs aligns with previous findings linking neutrophils to tumour growth.

Senescent TANs, for example, have been found to fuel prostate cancer.

“This conserved pro-tumour state in TANs represents a likely biomarker for predicting patient prognoses across multiple cancer types,” Pittet added.

Although neutrophils are abundant in tumours, the technologies employed to parse cellular states fall short when applied to these cells.

This is because the technology—single-cell RNA sequencing (scRNAseq)—depends on reading the transcripts of genes in individual cells.

Owing to some biological quirk, neutrophils tend to harbour extremely low levels of such RNA transcripts.

Pittet and his team developed a computational method—a probability classifier—to sort neutrophils in distinct functional states based on raw sequencing data and applied it to more than 190 human and murine tumours.

These studies, which included the retrospective analysis of existing datasets, uncovered the terminal CCL3hi state assumed by TANs.

Such TANs were seen across the entire spectrum of tumour types examined.

But what exactly does CCL3 do?

The researchers show that CCL3 produced by TANs engages a receptor on their surface (CCR1) to transmit signals that drive TANs toward the terminally aged state, bolster their survival in the hypoxic microenvironment and switch on the gene expression programmes that drive tumour growth.

Accordingly, mice lacking CCL3 in their neutrophils as well as mice whose neutrophils lacked CCR1 failed to support tumour growth, demonstrating that loss of either component of this signalling axis yields the same impairment in TAN-mediated tumour support.

“Our work establishes that tumours actively maintain pro-tumour neutrophils through CCL3 and identifies these cells as a conserved and clinically relevant compartment of cells in the TME,” said Pittet.

“This suggests that the genetic and biochemical circuits that ensure the survival of CCL3hi TANs might be targeted for cancer treatment.”

The findings complement a discovery reported by Pittet and his colleagues in Science in 2023 that the ratio of a pair of genes (CXCL9 and SPP1) expressed by macrophages—related immune cells found in tumours—broadly predicts outcomes for cancer patients.

He and his colleagues showed that the genes are linked to a vast network of gene expression programmes engaged by multiple cell types in the TME that control the progression of human cancers.

When the ratio of CXCL9 to SPP1 is high, gene expression programmes in other TME cells indicate a generally anti-tumour slant; a low CXCL9-to-SPP1 ratio, on the other hand, invariably accompanies pro-tumour gene expression signatures across the TME.

The current study suggests that CCL3hi TANs could be a second variable of similarly singular prognostic significance across tumour types and species.

Source: Ludwig Institute for Cancer Research