Abstract Head and neck cancer (HNC) tumorigenesis involves a combination of multiple genetic alteration processes. Tumour necrosis factor-alpha-induced proteins (TNFAIPs) are involved in tumour development and progression, but few studies have been conducted on these factors in HNC. We aimed to analyse TNFAIPs and assess their potential as prognostic biomarkers and therapeutic targets using the Oncomine, UALCAN, Human Protein Atlas, LinkedOmics, cBioPortal, GeneMANIA, Enrichr, and Tumor IMmune Estimation Resource databases. We found that the transcript levels of TNFAIP1, TNFAIP3, EFNA1, TNFAIP6 and TNFAIP8 were increased, while those of TNFAIP8L3 and STEAP4 were reduced in HNC tissues versus normal tissues. The EFNA1, TNFAIP8 and TNFAIP8L3 expression levels were significantly correlated with the pathological stage. In HNC patients, high PTX3 and TNFAIP6 transcript levels were significantly associated with shorter overall survival (OS). Moreover, genetic alterations in TNFAIP1, TNFAIP6, and STEAP4 resulted in poorer disease-free survival, progression-free survival, and OS, respectively. TNFAIPs may mediate HNC tumorigenesis by regulating PI3K-Akt, Ras and other signalling pathways. TNFAIPs are also closely correlated with the infiltration of immune cells, including B cells, CD8^+ T cells, CD4^+ T cells, etc. The data above indicate that TNFAIPs may be potential biomarkers and therapeutic targets for HNC. Subject terms: Head and neck cancer, Prognostic markers Introduction Head and neck cancer (HNC) is the seventh most common malignancy worldwide, with more than 890,000 new cases and 450,000 deaths per year^[38]1,[39]2. HNC includes tumours arising in the lip, mouth, paranasal sinus, oropharynx, nasopharynx and hypopharynx. Squamous cell carcinoma is the histologic type in more than 90% of HNC cases. Surgery, chemotherapy, and radiotherapy are the main treatments for HNC, and great progress in these fields has been made in recent years, which has improved the long-term survival rates of early-stage patients to approximately 70–90%^[40]1. However, 5-year survival rate remains less than 40% in advanced or metastatic patients^[41]3. In addition, routine therapies may affect organ function and damage structures related to speaking and swallowing, causing a severe decline in the quality of life of HNC patients. Therefore, new therapies are needed to compensate for the shortcomings of conventional treatments. At present, the prognosis of HNC mainly depends on the tumour-node-metastasis (TNM) stage. However, the TNM stage is based on anatomical information and does not reflect the biological heterogeneity of HNC. Hence, it is urgent to find new biomarkers that can act as prognostic indicators to guide precise individualized treatment. In recent years, researches on targeted therapy have been performed, and PD-1 immune checkpoint inhibitors have been developed^[42]4,[43]5. The anti-PD-1 antibodies pembrolizumab and nivolumab showed durable responses and survival improvements in patients with recurrent or metastatic HNC, leading to approval of these two agents by the FDA in 2016^[44]1,[45]6. However, immunotherapy is only suitable for some patients and thus cannot meet clinical needs. Therefore, more therapeutic targets and prognostic biomarkers should be identified. Tumour necrosis factor-alpha-induced proteins (TNFAIPs) were initially identified as tumour necrosis factor-alpha- and lipopolysaccharide-induced genes in endothelial cells^[46]7–[47]9. The TNFAIP family members include TNFAIP1, TNFAIP2, TNFAIP3, EFNA1, PTX3, TNFAIP6, TNFAIP8, TNFAIP8L1, TNFAIP8L2, TNFAIP8L3, and STEAP4, which are involved in immune reactions, inflammatory responses, signal transduction, apoptosis, differentiation, material transport and other biological functions. They play important roles in multiple diseases, especially malignant tumours^[48]8,[49]10,[50]11. Several TNFAIPs are deeply involved in the immune and inflammatory processes of cancer. For example, TNFAIP1 induces cervical cancer cell apoptosis by inhibiting the NF-κB signalling pathway^[51]12. Inflammation induces copper uptake via the STEAP4/IL-17/XIAP axis, which promotes the tumorigenesis and progression of colon cancer^[52]13. PTX3 regulates complement system activation by interacting with complement regulator H, resulting in C3a- and C5a-mediated recruitment of macrophages and promotion of IL-1β and IL-17 secretion, which leads to the inflammatory activation of malignant disease^[53]14. Moreover, PTX3 is also a key target of the NF-κB signalling pathway and regulates inflammatory processes in breast cancer^[54]15. Previous studies found that TNFAIP8 was overexpressed in CD4^+ and CD8^+ T cells in patients with lung cancer^[55]16, suggesting that TNFAIP8 might be involved in the regulation of tumour immune status. It has been reported that differentially expressed TNFAIPs have prognostic value in multiple malignant diseases^[56]17–[57]19. Zhang et al.^[58]17 reported that overexpression of TNFAIP1 was associated with a poor prognosis in breast cancer. TNFAIP2 highly expressed in classic Hodgkin's lymphoma and mediastinal diffuse large B-cell lymphoma and is associated with the progression of these malignant diseases^[59]20. In addition, EFNA1 expression is upregulated in gastric cancer, oesophageal squamous cell carcinoma, hepatocellular carcinoma, cervical cancer and ovarian cancer^[60]21–[61]25 and is positively correlated with a poor prognosis. The expression profiles of several TNFAIPs in HNC have been reported in previous studies^[62]26–[63]28. However, the underlying mechanism by which TNFAIPs are activated or inhibited and the distinct functions of TNFAIPs in HNC have yet to be fully elucidated. Therefore, it is of great significance to clarify the value of TNFAIPs as prognostic biomarkers and therapeutic targets for HNC. In this study, we used several large databases to analyse the expression of TNFAIPs and assess their potential as prognostic biomarkers to provide a scientific basis for personalized medicine for HNC. Results Differentially expressed TNFAIPs in HNC patients We explored the transcript levels of eleven TNFAIPs in HNC and normal tissues using Oncomine. The results are presented in Fig. [64]1 and Table [65]1. According to the results above, the transcript levels of TNFAIP1, TNFAIP3, EFNA1, PTX3, TNFAIP6, and TNFAIP8 were significantly upregulated, while the transcript levels of TNFAIP8L1, TNFAIP8L3, and STEAP4 were significantly downregulated in HNC tissues compared with normal tissues (all P < 0.05). Dataset-based analysis of cancer versus normal samples showed that TNFAIP1 expression was increased with fold changes of 2.230 and 2.190 in 31 cases of tongue squamous cell carcinoma tissues and 15 cases of tongue carcinoma^[66]26,[67]29. The expression of TNFAIP3 was upregulated by a fold change of 2.051 to 5.457 in tissues from 247 patients with HNC in nine datasets^[68]26–[69]31. EFNA1 expression was increased 2.329-fold to 5.986-fold in HNC tissues from 68 patients^[70]29,[71]30,[72]32. PTX3 was also overexpressed with fold changes of 4.481 and 3.883 in tissues from 34 and 41 patients with HNC, respectively^[73]27,[74]30. Analysis of six datasets revealed that TNFAIP6 expression was increased by a fold change of 2.047 to 4.998 in 193 patients^[75]27,[76]28,[77]30,[78]33–[79]35. Moreover, TNFAIP8 expression increased by 2.427-fold to 3.899-fold in tissues from 76 patients with HNC^[80]26,[81]29,[82]31. In contrast, the expression levels of TNFAIP8L1, TNFAIP8L3, and STEAP4 were downregulated, with fold changes of 2.735, 2.233, and 2.587, respectively, in 94 HNC samples^[83]26,[84]28,[85]34. However, the transcript levels of TNFAIP2 and TNFAIP8L2 were not significantly different between cancer samples and normal samples. We further evaluated the expression levels of TNFAIPs in 520 HNC and 44 normal samples by the UALCAN database. As expected, the transcript levels of TNFAIP1, TNFAIP2, TNFAIP3, EFNA1, TNFAIP6, TNFAIP8, TNFAIP8L1 and TNFAIP8L2 were significantly elevated in HNC samples versus normal samples, while the transcript levels of TNFAIP8L3 and STEAP4 were significantly reduced (Fig. [86]2, all P < 0.05). Figure 1. [87]Figure 1 [88]Open in a new tab mRNA levels of TNFAIPs in HNC. The figure shows the numbers of datasets with statistically significant upregulation (red) or downregulation (blue) of TNFAIPs at the mRNA level (Oncomine). Table 1. The mRNA levels of TNFAIPs in different types of HNC tissues and normal tissues (Oncomine). TNFAIPs Types Fold change P value T test References