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  • Expert Recommendation
  • Published:

Defining a ‘cells to society’ research framework for appendiceal tumours

Abstract

Tumours of the appendix — a vestigial digestive organ attached to the colon — are rare. Although we estimate that around 3,000 new appendiceal cancer cases are diagnosed annually in the USA, the challenges of accurately diagnosing and identifying this tumour type suggest that this number may underestimate true population incidence. In the current absence of disease-specific screening and diagnostic imaging modalities, or well-established risk factors, the incidental discovery of appendix tumours is often prompted by acute presentations mimicking appendicitis or when the tumour has already spread into the abdominal cavity — wherein the potential misclassification of appendiceal tumours as malignancies of the colon and ovaries also increases. Notwithstanding these diagnostic difficulties, our understanding of appendix carcinogenesis has advanced in recent years. However, there persist considerable challenges to accelerating the pace of research discoveries towards the path to improved treatments and cures for patients with this group of orphan malignancies. The premise of this Expert Recommendation article is to discuss the current state of the field, to delineate unique challenges for the study of appendiceal tumours, and to propose key priority research areas that will deliver a more complete picture of appendix carcinogenesis and metastasis. The Appendix Cancer Pseudomyxoma Peritonei (ACPMP) Research Foundation Scientific Think Tank delivered a consensus of core research priorities for appendiceal tumours that are poised to be ground-breaking and transformative for scientific discovery and innovation. On the basis of these six research areas, here, we define the first ‘cells to society’ research framework for appendix tumours.

Key points

  • The rarity of appendiceal tumours present a plethora of unique challenges, inclusive of the following: inaccuracies in accurately capturing disease incidence and prevalence, difficulties with the ascertainment of representative tumour tissues, limited funding opportunities, insufficiency of models and techniques to study appendix pathogenesis and metastasis, and poorly understood heterogeneity across tumour histologies.

  • Defining the continuum of appendiceal tumour histopathological features — utilizing both digital and computational pathology approaches — is poised to expand access for both patients and pathologists, to support current classification and grading criteria, and to potentially deliver molecular predictions and/or novel classifications in appendiceal tumours that can heighten clinical accuracy.

  • Comprehensive molecular profiling of primary and metastatic appendiceal tumours is essential to delivering a complete picture of appendix tumour pathophysiology and for downstream mechanistic and preclinical studies and therapeutic target discovery. Understanding normal appendix epithelium may also reveal why certain tumour histologies (for example, low-grade mucinous neoplasms and goblet cell adenocarcinomas) are virtually unique to the appendix.

  • Evolution of the dynamic and complex ecosystem surrounding appendiceal tumour cells in the primary and metastatic disease setting — the tumour microenvironment (TME) — largely remains an enigma. Disentangling this complex biological interplay within the TME may deliver a new array of rational and potentially combinatorial therapeutic strategies for targeting appendix tumours.

  • The interrogation of appendix tumour biology and advancement in the rate of clinical translation in this disease space is a requisite research need reliant on the establishment of appropriate in vitro, in vivo and computational model systems that are representative of diverse tumour histologies, patient characteristics and the TME.

  • Informing clinical practice patterns and evidence-based medicine for appendiceal tumours is consequent on the conduct of prospective clinical investigations — including cohort, behavioural and health services studies — and clinical trials that address unique considerations of this tumour type.

  • Characterizing the appendix tumour burden on a population level is a priority area that will, in time, deliver evidence to support primary cancer prevention and risk assessment, early detection strategies, improved survivorship and health outcomes, and optimal cancer care delivery to diverse communities.

  • Revolutionizing collaborative research in rare appendiceal tumours — inclusive of robust funding investments and transdisciplinary scientific partnerships — will undoubtedly drive this field towards improving therapies and outcomes for this growing patient population and will also chart a ‘blueprint’ for promising strategies that can be extended into other rare cancer types.

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Fig. 1: Histology of the normal appendix.
Fig. 2: The primary and metastatic appendix tumour ecosystems.
Fig. 3: A ‘cells to society’ research framework for appendix tumours.
Fig. 4: Crosstalk between Gαs and KRAS signalling.
Fig. 5: Care framework for patients with appendix tumours.

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References

  1. O’Donnell, M. E., Badger, S. A., Beattie, G. C., Carson, J. & Garstin, W. I. Malignant neoplasms of the appendix. Int. J. Colorectal Dis. 22, 1239–1248 (2007).

    Article  PubMed  Google Scholar 

  2. Singh, H., Koomson, A. S., Decker, K. M., Park, J. & Demers, A. A. Continued increasing incidence of malignant appendiceal tumors in Canada and the United States: a population-based study. Cancer 126, 2206–2216 (2020).

    Article  PubMed  Google Scholar 

  3. Marmor, S., Portschy, P. R., Tuttle, T. M. & Virnig, B. A. The rise in appendiceal cancer incidence: 2000-2009. J. Gastrointest. Surg. 19, 743–750 (2015).

    Article  PubMed  Google Scholar 

  4. Trivedi, A. N., Levine, E. A. & Mishra, G. Adenocarcinoma of the appendix is rarely detected by colonoscopy. J. Gastrointest. Surg. 13, 668–675 (2009).

    Article  PubMed  Google Scholar 

  5. Soto Llanes, J. O., Dosal Limon, S. K., Iberri Jaime, A. J., Zambrano Lara, M. & Jimenez Bobadilla, B. Lower gastrointestinal bleeding secondary to appendiceal mucinous neoplasm: a report of two cases and a review of the literature. Cureus 16, e52908 (2024).

    PubMed  PubMed Central  Google Scholar 

  6. Xie, M. & Li, F. Incidental diagnosis of primary appendiceal signet-ring cell adenocarcinoma after appendectomy for acute appendicitis: a case report. Ann. Med. Surg. 86, 3117–3122 (2024).

    Article  Google Scholar 

  7. Votanopoulos, K. I., Shen, P., Skardal, A. & Levine, E. A. Peritoneal metastases from appendiceal cancer. Surg. Oncol. Clin. N. Am. 27, 551–561 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  8. Janczewski, L. M. et al. Survival outcomes used to validate version 9 of the American Joint Committee on Cancer staging system for appendiceal cancer. CA Cancer J. Clin. 73, 590–596 (2023). This article highlights key clinical components of the published version 9 of the AJCC staging system for appendiceal tumours.

    Article  PubMed  Google Scholar 

  9. Holowatyj, A. N. et al. Early-onset appendiceal cancer survival by race or ethnicity in the United States. Gastroenterology 159, 1605–1608 (2020).

    Article  PubMed  Google Scholar 

  10. Gibbs, T. et al. Histologic and racial/ethnic patterns of appendiceal cancer among young patients. Cancer Epidemiol. Biomark. Prev. 30, 1149–1155 (2021). This population-based cohort study defines appendiceal tumour features among young patients, including the discovery that approximately one in every three adult patients is diagnosed with early-onset disease (before the age of 50 years).

    Article  Google Scholar 

  11. Chauhan, A. et al. AJCC Cancer Staging System: Neuroendocrine Tumors of the Appendix (American College of Surgeons, 2023).

  12. National Comprehensive Cancer Network. NCCN guidelines: neuroendocrine and adrenal tumors. NCCN https://www.nccn.org/guidelines/guidelines-detail?category=1&id=1448 (2024).

  13. McMillan, S. S., King, M. & Tully, M. P. How to use the nominal group and Delphi techniques. Int. J. Clin. Pharm. 38, 655–662 (2016).

    PubMed  PubMed Central  Google Scholar 

  14. Valasek, M. A. et al. Overinterpretation is common in pathological diagnosis of appendix cancer during patient referral for oncologic care. PLoS ONE 12, e0179216 (2017). This study reveals a 28.3% overall discordance in the pathological classification of appendiceal tumours (inclusive of LAMNs and adenocarcinomas) between the originating, outside pathology group and the in-house pathology review at a single large academic medical centre, highlighting the critical need for expert pathology review of appendix tumours among all patients.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Overman, M. J. et al. AJCC Cancer Staging System: Appendix (American College of Surgeons, 2023).

  16. Maedler, C. et al. Goblet cell carcinoid of the appendix — an interobserver variability study using two proposed classification systems. Ann. Diagn. Pathol. 32, 51–55 (2018).

    Article  PubMed  Google Scholar 

  17. Nagtegaal, I. D. et al. The 2019 WHO classification of tumours of the digestive system. Histopathology 76, 182–188 (2020). The fifth edition of the WHO classification of tumours of the digestive system reflects the change in classification from goblet cell carcinoid or carcinoma to goblet cell adenocarcinoma of the appendix, given that the recognition of this tumour type has a minor neuroendocrine component.

    Article  PubMed  Google Scholar 

  18. National Cancer Institute, Surveillance, Epidemiology, and End Results Program. US county population data (1969–2022). SEER www.seer.cancer.gov/popdata (2024).

  19. Miller, L. D. & Votanopoulos, K. I. Exploring the relationship: low-grade appendiceal mucinous neoplasms (LAMN) and mucinous adenocarcinoma as phases of the same disease spectrum. Ann. Surg. Oncol. 30, 6976–6977 (2023).

    Article  PubMed  Google Scholar 

  20. PSM Appendiceal Tumor Writing Group, PSM Consortium Group & Turaga, K. K. Consensus guideline for the management of patients with appendiceal tumors: part 1: appendiceal tumors with peritoneal involvement. Preprint at medRxiv https://doi.org/10.1101/2024.04.09.24305468 (2024).

  21. PSM Appendiceal Tumor Writing Group, PSM Consortium Group & Turaga, K. K. Consensus guideline for the management of patients with appendiceal tumors: part 2: appendiceal tumors without peritoneal involvement. Preprint at medRxiv https://doi.org/10.1101/2024.08.30.24309032 (2024).

  22. Overman, M. J. et al. Improving the AJCC/TNM staging for adenocarcinomas of the appendix: the prognostic impact of histological grade. Ann. Surg. 257, 1072–1078 (2013).

    Article  PubMed  Google Scholar 

  23. SenthilKumar, G. et al. Validation of the AJCC 8th edition staging system for disseminated appendiceal cancer patients treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy: a multi-institutional analysis. Ann. Surg. Oncol. 30, 5743–5753 (2023).

    Article  PubMed  Google Scholar 

  24. Davison, J. M. et al. Clinicopathologic and molecular analysis of disseminated appendiceal mucinous neoplasms: identification of factors predicting survival and proposed criteria for a three-tiered assessment of tumor grade. Mod. Pathol. 27, 1521–1539 (2014).

    Article  PubMed  Google Scholar 

  25. Bradley, R. F., Stewart, J. H. T., Russell, G. B., Levine, E. A. & Geisinger, K. R. Pseudomyxoma peritonei of appendiceal origin: a clinicopathologic analysis of 101 patients uniformly treated at a single institution, with literature review. Am. J. Surg. Pathol. 30, 551–559 (2006).

    Article  PubMed  Google Scholar 

  26. Ronnett, B. M. et al. Disseminated peritoneal adenomucinosis and peritoneal mucinous carcinomatosis. A clinicopathologic analysis of 109 cases with emphasis on distinguishing pathologic features, site of origin, prognosis, and relationship to “pseudomyxoma peritonei”. Am. J. Surg. Pathol. 19, 1390–1408 (1995).

    Article  CAS  PubMed  Google Scholar 

  27. Carr, N. J. et al. A consensus for classification and pathologic reporting of pseudomyxoma peritonei and associated appendiceal neoplasia: the results of the Peritoneal Surface Oncology Group International (PSOGI) modified Delphi process. Am. J. Surg. Pathol. 40, 14–26 (2016).

    Article  PubMed  Google Scholar 

  28. Alakus, H. et al. Genome-wide mutational landscape of mucinous carcinomatosis peritonei of appendiceal origin. Genome Med. 6, 43 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  29. Raghav, K. et al. Integrated clinico-molecular profiling of appendiceal adenocarcinoma reveals a unique grade-driven entity distinct from colorectal cancer. Br. J. Cancer 123, 1262–1270 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Ang, C. S. et al. Genomic landscape of appendiceal neoplasms. JCO Precis. Oncol. 2, 1–18 (2018).

    Article  Google Scholar 

  31. Tokunaga, R. et al. Molecular profiling of appendiceal adenocarcinoma and comparison with right-sided and left-sided colorectal cancer. Clin. Cancer Res. 25, 3096–3103 (2019). This study analyses next-generation sequencing data from a commercial laboratory of appendiceal adenocarcinomas and right-sided and left-sided colorectal tumours, highlighting molecular differences between the two tumour types, going some way towards improving personalized treatment strategies for this rare tumour type.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Levine, E. A. et al. Gene expression profiling of peritoneal metastases from appendiceal and colon cancer demonstrates unique biologic signatures and predicts patient outcomes. J. Am. Coll. Surg. 214, 599–606 (2012). 

    Article  PubMed  PubMed Central  Google Scholar 

  33. Morgan, R. B. et al. Mutational profiles and prognostic impact in colorectal and high-grade appendiceal adenocarcinoma with peritoneal metastases. J. Surg. Oncol. 127, 831–840 (2023).

    Article  CAS  PubMed  Google Scholar 

  34. Liu, X. et al. Molecular profiling of appendiceal epithelial tumors using massively parallel sequencing to identify somatic mutations. Clin. Chem. 60, 1004–1011 (2014).

    Article  CAS  PubMed  Google Scholar 

  35. Borazanci, E. et al. Potential actionable targets in appendiceal cancer detected by immunohistochemistry, fluorescent in situ hybridization, and mutational analysis. J. Gastrointest. Oncol. 8, 164–172 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  36. Kabbani, W., Houlihan, P. S., Luthra, R., Hamilton, S. R. & Rashid, A. Mucinous and nonmucinous appendiceal adenocarcinomas: different clinicopathological features but similar genetic alterations. Mod. Pathol. 15, 599–605 (2002).

    Article  PubMed  Google Scholar 

  37. Nishikawa, G. et al. Frequent GNAS mutations in low-grade appendiceal mucinous neoplasms. Br. J. Cancer 108, 951–958 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Munari, G. et al. Molecular profiling of appendiceal serrated lesions, polyps and mucinous neoplasms: a single-centre experience. J. Cancer Res. Clin. Oncol. 147, 1897–1904 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Johncilla, M. et al. Mutational landscape of goblet cell carcinoids and adenocarcinoma ex goblet cell carcinoids of the appendix is distinct from typical carcinoids and colorectal adenocarcinomas. Mod. Pathol. 31, 989–996 (2018).

    Article  CAS  PubMed  Google Scholar 

  40. Liao, X. et al. Mutation profile of high-grade appendiceal mucinous neoplasm. Histopathology 76, 461–469 (2020).

    Article  PubMed  Google Scholar 

  41. Arai, H. et al. Molecular characterization of appendiceal goblet cell carcinoid. Mol. Cancer Ther. 19, 2634–2640 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Foote, M. B. et al. Molecular classification of appendiceal adenocarcinoma. J. Clin. Oncol. 41, 1553–1564 (2023).

    Article  CAS  PubMed  Google Scholar 

  43. Holowatyj, A. N., Eng, C., Wen, W., Idrees, K. & Guo, X. Spectrum of somatic cancer gene variations among adults with appendiceal cancer by age at disease onset. JAMA Netw. Open 3, e2028644 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  44. Taggart, M. W. et al. High-level microsatellite instability in appendiceal carcinomas. Am. J. Surg. Pathol. 37, 1192–1200 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  45. Holowatyj, A. N., Washington, M. K., Tavtigian, S. V., Eng, C. & Horton, C. Inherited cancer susceptibility gene sequence variations among patients with appendix cancer. JAMA Oncol. 9, 95–101 (2022). This study reports the prevalence and spectrum of cancer susceptibility gene sequence variations among patients with appendiceal tumours, revealing that 10% of patients who underwent testing for hereditary cancer predisposition carried a deleterious sequence variation in a cancer-susceptibility gene.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Foote, M. B. et al. The impact of germline alterations in appendiceal adenocarcinoma. Clin. Cancer Res. 29, 2631–2637 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Kufe, D. W. Mucins in cancer: function, prognosis and therapy. Nat. Rev. Cancer 9, 874–885 (2009).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Shibahara, H. et al. A comprehensive expression analysis of mucins in appendiceal carcinoma in a multicenter study: MUC3 is a novel prognostic factor. PLoS ONE 9, e115613 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  49. O’Connell, J. T., Tomlinson, J. S., Roberts, A. A., McGonigle, K. F. & Barsky, S. H. Pseudomyxoma peritonei is a disease of MUC2-expressing goblet cells. Am. J. Pathol. 161, 551–564 (2002).

    Article  PubMed  PubMed Central  Google Scholar 

  50. Cerami, E. et al. The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov. 2, 401–404 (2012).

    Article  PubMed  Google Scholar 

  51. Gao, J. et al. Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci. Signal. 6, pl1 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  52. Levine, E. A. et al. Prognostic molecular subtypes of low-grade cancer of the appendix. J. Am. Coll. Surg. 222, 493–503 (2016).

    Article  PubMed  Google Scholar 

  53. Su, J. et al. Prognostic molecular classification of appendiceal mucinous neoplasms treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. Ann. Surg. Oncol. 27, 1439–1447 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  54. Kooij, I. A., Sahami, S., Meijer, S. L., Buskens, C. J. & Te Velde, A. A. The immunology of the vermiform appendix: a review of the literature. Clin. Exp. Immunol. 186, 1–9 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  55. Chapman, N. M. & Chi, H. Metabolic adaptation of lymphocytes in immunity and disease. Immunity 55, 14–30 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  56. Hanse, E. A. et al. A novel assessment of metabolic pathways in peritoneal metastases from low-grade appendiceal mucinous neoplasms. Ann. Surg. Oncol. 30, 5132–5141 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  57. Guinane, C. M. et al. Microbial composition of human appendices from patients following appendectomy. mBio 4, e00366–e00412 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Vitetta, L., Chen, J. & Clarke, S. The vermiform appendix: an immunological organ sustaining a microbiome inoculum. Clin. Sci. 133, 1–8 (2019).

    Article  CAS  Google Scholar 

  59. Elhag, K. M., Alwan, M. H., Al-Adnani, M. S. & Sherif, R. A. Bacteroides fragilis is a silent pathogen in acute appendicitis. J. Med. Microbiol. 21, 245–249 (1986).

    Article  CAS  PubMed  Google Scholar 

  60. Roberts, J. P. Quantitative bacterial flora of acute appendicitis. Arch. Dis. Child. 63, 536–540 (1988).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Swidsinski, A. et al. Acute appendicitis is characterised by local invasion with Fusobacterium nucleatum/necrophorum. Gut 60, 34–40 (2011).

    Article  PubMed  Google Scholar 

  62. Blohs, M. et al. Acute appendicitis manifests as two microbiome state types with oral pathogens influencing severity. Gut Microbes 15, 2145845 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  63. Dadgar, N. et al. Targeting interleukin-6 as a treatment approach for peritoneal carcinomatosis. J. Transl. Med. 22, 402 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  64. Bootsma, S., Bijlsma, M. F. & Vermeulen, L. The molecular biology of peritoneal metastatic disease. EMBO Mol. Med. 15, e15914 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Gilbreath, J. J. et al. A core microbiome associated with the peritoneal tumors of pseudomyxoma peritonei. Orphanet J. Rare Dis. 8, 105 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  66. Pattalachinti, V. K. et al. Peritoneal microenvironment promotes appendiceal adenocarcinoma growth: a multi-omics approach using patient-derived xenografts. Mol. Cancer Res. 22, 329–336 (2024). This study shows that the peritoneal TME promotes the growth of appendiceal tumours and upregulates genes related to cell proliferation in orthotopic and flank-implanted PDXs.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  67. Lohani, K. et al. Pseudomyxoma peritonei: inflammatory responses in the peritoneal microenvironment. Ann. Surg. Oncol. 21, 1441–1447 (2014).

    Article  PubMed  Google Scholar 

  68. Rehman, M. et al. Molecular profiling and characterization of the tumor immune microenvironment (TME) in appendiceal carcinoma (AC). J. Clin. Oncol. 41, 3622 (2023).

    Article  Google Scholar 

  69. Benesch, M. G. K. & Mathieson, A. Epidemiology of signet ring cell adenocarcinomas. Cancers 12, 1544 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  70. Enblad, M. et al. Signet ring cell colorectal and appendiceal cancer: a small signet ring cell component is also associated with poor outcome. Cancers 15, 2497 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  71. Volynskaya, Z., Evans, A. J. & Asa, S. L. Clinical applications of whole-slide imaging in anatomic pathology. Adv. Anat. Pathol. 24, 215–221 (2017).

    Article  PubMed  Google Scholar 

  72. Evans, A. J., Vajpeyi, R., Henry, M. & Chetty, R. Establishment of a remote diagnostic histopathology service using whole slide imaging (digital pathology). J. Clin. Pathol. 74, 421–424 (2021).

    Article  PubMed  Google Scholar 

  73. Gross, D. J. et al. Strong job market for pathologists: results from the 2021 college of American Pathologists Practice Leader Survey. Arch. Pathol. Lab. Med. 147, 434–441 (2023).

    Article  PubMed  Google Scholar 

  74. Wilbur, D. C. et al. Whole-slide imaging digital pathology as a platform for teleconsultation: a pilot study using paired subspecialist correlations. Arch. Pathol. Lab. Med. 133, 1949–1953 (2009).

    Article  PubMed  PubMed Central  Google Scholar 

  75. Romero Lauro, G. et al. Digital pathology consultations — a new era in digital imaging, challenges and practical applications. J. Digit. Imaging 26, 668–677 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  76. Ayad, E. & Yagi, Y. Virtual microscopy beyond the pyramids, applications of WSI in Cairo University for E-education & telepathology. Anal. Cell Pathol. 35, 93–95 (2012).

    Article  Google Scholar 

  77. Zhao, C. et al. International telepathology consultation: three years of experience between the University of Pittsburgh Medical Center and KingMed Diagnostics in China. J. Pathol. Inform. 6, 63 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  78. Echle, A. et al. Deep learning in cancer pathology: a new generation of clinical biomarkers. Br. J. Cancer 124, 686–696 (2021).

    Article  PubMed  Google Scholar 

  79. Schmauch, B. et al. A deep learning model to predict RNA-seq expression of tumours from whole slide images. Nat. Commun. 11, 3877 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Fu, Y. et al. Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis. Nat. Cancer 1, 800–810 (2020).

    Article  CAS  PubMed  Google Scholar 

  81. Kather, J. N. et al. Pan-cancer image-based detection of clinically actionable genetic alterations. Nat. Cancer 1, 789–799 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. Coudray, N. et al. Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning. Nat. Med. 24, 1559–1567 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Eminaga, O. et al. Critical evaluation of artificial intelligence as a digital twin of pathologists for prostate cancer pathology. Sci. Rep. 14, 5284 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  84. Liu, Y., Han, D., Parwani, A. V. & Li, Z. Applications of artificial intelligence in breast pathology. Arch. Pathol. Lab. Med. 147, 1003–1013 (2023).

    Article  CAS  PubMed  Google Scholar 

  85. Echle, A. et al. Clinical-grade detection of microsatellite instability in colorectal tumors by deep learning. Gastroenterology 159, 1406–1416.e11 (2020).

    Article  CAS  PubMed  Google Scholar 

  86. Sirinukunwattana, K. et al. Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning. Gut 70, 544–554 (2021).

    Article  CAS  PubMed  Google Scholar 

  87. Goswami, R. S. et al. Identification of factors affecting the success of next-generation sequencing testing in solid tumors. Am. J. Clin. Pathol. 145, 222–237 (2016).

    Article  PubMed  Google Scholar 

  88. Moaven, O. et al. Clinical implications of genetic signatures in appendiceal cancer patients with incomplete cytoreduction/HIPEC. Ann. Surg. Oncol. 27, 5016–5023 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  89. Takane, K. et al. Genome-wide analysis of DNA methylation in pseudomyxoma peritonei originated from appendiceal neoplasms. Oncology 102, 720–731 (2024). This study investigates global DNA methylation profiles in 15 PMP tumours of appendiceal origin and identifies two distinct epigenotypes, supporting the need for large-scale, multi-omics studies of appendiceal tumours that include the epigenome.

    Article  CAS  PubMed  Google Scholar 

  90. Wild, C. P. Complementing the genome with an “exposome”: the outstanding challenge of environmental exposure measurement in molecular epidemiology. Cancer Epidemiol. Biomark. Prev. 14, 1847–1850 (2005).

    Article  CAS  Google Scholar 

  91. Peters, A., Nawrot, T. S. & Baccarelli, A. A. Hallmarks of environmental insults. Cell 184, 1455–1468 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  92. Holowatyj, A. N., Perea, J. & Lieu, C. H. Gut instinct: a call to study the biology of early-onset colorectal cancer disparities. Nat. Rev. Cancer 21, 339–340 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  93. Royal, C. D. et al. Inferring genetic ancestry: opportunities, challenges, and implications. Am. J. Hum. Genet. 86, 661–673 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  94. Mata, D. A., Rotenstein, L. S., Ramos, M. A. & Jena, A. B. Disparities according to genetic ancestry in the use of precision oncology assays. N. Engl. J. Med. 388, 281–283 (2023).

    Article  PubMed  Google Scholar 

  95. Hoadley, A. et al. The role of medical mistrust in concerns about tumor genomic profiling among Black and African American cancer patients. Int. J. Environ. Res. Public Health 19, 2598 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  96. Hornstein, N. J. et al. Efficacy and safety of atezolizumab and bevacizumab in appendiceal adenocarcinoma. Cancer Res. Commun. 4, 1363–1368 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  97. Avila Cobos, F., Alquicira-Hernandez, J., Powell, J. E., Mestdagh, P. & De Preter, K. Benchmarking of cell type deconvolution pipelines for transcriptomics data. Nat. Commun. 11, 5650 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Byron, A., Humphries, J. D. & Humphries, M. J. Defining the extracellular matrix using proteomics. Int. J. Exp. Pathol. 94, 75–92 (2013).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  99. Villemin, C. et al. The heightened importance of the microbiome in cancer immunotherapy. Trends Immunol. 44, 44–59 (2023).

    Article  CAS  PubMed  Google Scholar 

  100. Galon, J. & Bruni, D. Approaches to treat immune hot, altered and cold tumours with combination immunotherapies. Nat. Rev. Drug Discov. 18, 197–218 (2019).

    Article  CAS  PubMed  Google Scholar 

  101. Merino, M. J., Edmonds, P. & LiVolsi, V. Appendiceal carcinoma metastatic to the ovaries and mimicking primary ovarian tumors. Int. J. Gynecol. Pathol. 4, 110–120 (1985).

    Article  CAS  PubMed  Google Scholar 

  102. Calabro, M. L., Lazzari, N., Rigotto, G., Tonello, M. & Sommariva, A. Role of epithelial-mesenchymal plasticity in pseudomyxoma peritonei: implications for locoregional treatments. Int. J. Mol. Sci. 21, 9120 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  103. Elias, D. et al. Modified selection criteria for complete cytoreductive surgery plus HIPEC based on peritoneal cancer index and small bowel involvement for peritoneal carcinomatosis of colorectal origin. Eur. J. Surg. Oncol. 40, 1467–1473 (2014).

    Article  CAS  PubMed  Google Scholar 

  104. Wagner, P. L. et al. Characterizing the immune environment in peritoneal carcinomatosis: insights for novel immunotherapy strategies. Ann. Surg. Oncol. 31, 2069–2077 (2024).

    Article  PubMed  Google Scholar 

  105. Ramos, C., Gerakopoulos, V. & Oehler, R. Metastasis-associated fibroblasts in peritoneal surface malignancies. Br. J. Cancer 131, 407–419 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  106. Ulrich, C. M., Himbert, C., Holowatyj, A. N. & Hursting, S. D. Energy balance and gastrointestinal cancer: risk, interventions, outcomes and mechanisms. Nat. Rev. Gastroenterol. Hepatol. 15, 683–698 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  107. Holowatyj, A. N. et al. Multi-omics analysis reveals adipose-tumor crosstalk in patients with colorectal cancer. Cancer Prev. Res. 13, 817–828 (2020).

    Article  Google Scholar 

  108. Natsume, M. et al. Omental adipocytes promote peritoneal metastasis of gastric cancer through the CXCL2-VEGFA axis. Br. J. Cancer 123, 459–470 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  109. Liu, K. et al. Peritoneal high-fat environment promotes peritoneal metastasis of gastric cancer cells through activation of NSUN2-mediated ORAI2 m5C modification. Oncogene 42, 1980–1993 (2023).

    Article  CAS  PubMed  Google Scholar 

  110. Watson, P. H. Biospecimen complexity — the next challenge for cancer research biobanks? Clin. Cancer Res. 23, 894–898 (2017).

    Article  PubMed  Google Scholar 

  111. Wajih, N. et al. Enhancing the efficacy of HIPEC through bromelain: a preclinical investigation in appendiceal cancer. Ann. Surg. Oncol. 31, 5377–5389 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  112. Votanopoulos, K. I. et al. Appendiceal cancer patient-specific tumor organoid model for predicting chemotherapy efficacy prior to initiation of treatment: a feasibility study. Ann. Surg. Oncol. 26, 139–147 (2019). This study demonstrates the feasibility of biofabricating organoids from metastatic peritoneal tissues of LAMN and HAMN origin for personalized drug screening.

    Article  PubMed  Google Scholar 

  113. Forsythe, S. D. et al. Organoid platform in preclinical investigation of personalized immunotherapy efficacy in appendiceal cancer: feasibility study. Clin. Cancer Res. 27, 5141–5150 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  114. Forsythe, S. D. et al. Personalized identification of optimal HIPEC perfusion protocol in patient-derived tumor organoid platform. Ann. Surg. Oncol. 27, 4950–4960 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  115. Kapalczynska, M. et al. 2D and 3D cell cultures — a comparison of different types of cancer cell cultures. Arch. Med. Sci. 14, 910–919 (2018).

    PubMed  Google Scholar 

  116. Ravi, M., Paramesh, V., Kaviya, S. R., Anuradha, E. & Solomon, F. D. 3D cell culture systems: advantages and applications. J. Cell Physiol. 230, 16–26 (2015).

    Article  CAS  PubMed  Google Scholar 

  117. Drost, J. & Clevers, H. Organoids in cancer research. Nat. Rev. Cancer 18, 407–418 (2018).

    Article  CAS  PubMed  Google Scholar 

  118. Weitz, J. et al. An ex vivo organotypic culture platform for functional interrogation of human appendiceal cancer reveals a prominent and heterogenous immunological landscape. Clin. Cancer Res. 28, 4793–4806 (2022). This study utilizes an ex vivo slice model to study cellular interactions within the peritoneal TME of appendiceal origin, and delivers a new approach for interrogating appendiceal tumour pathophysiology and therapeutics in the preclinical setting.

    Article  CAS  PubMed  Google Scholar 

  119. Weitz, J. et al. Cyclin-dependent kinase 4/6 inhibition as a novel therapy for peritoneal mucinous carcinomatosis with GNAS mutations. J. Clin. Oncol. https://doi.org/10.1200/JCO.24.00511 (2024).

  120. Leung, C. M. et al. A guide to the organ-on-a-chip. Nat. Rev. Methods Primers 2, 33 (2022).

    Article  CAS  Google Scholar 

  121. Chua, T. C., Akther, J., Yao, P. & Morris, D. L. In vivo model of pseudomyxoma peritonei for novel candidate drug discovery. Anticancer. Res. 29, 4051–4055 (2009).

    PubMed  Google Scholar 

  122. Dohan, A. et al. Orthotopic animal model of pseudomyxoma peritonei: an in vivo model to test anti-angiogenic drug effects. Am. J. Pathol. 184, 1920–1929 (2014).

    Article  PubMed  Google Scholar 

  123. Vazquez-Borrego, M. C. et al. Antitumor effect of a small-molecule inhibitor of KRAS(G12D) in xenograft models of mucinous appendicular neoplasms. Exp. Hematol. Oncol. 12, 102 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Mavanur, A. A. et al. Establishment and characterization of a murine xenograft model of appendiceal mucinous adenocarcinoma. Int. J. Exp. Pathol. 91, 357–367 (2010).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  125. The Jackson Laboratory. Mouse Models of Human Cancer Database: PDX model details TM00351. JAX https://tumor.informatics.jax.org/mtbwi/pdxDetails.do?modelID=TM00351 (2024).

  126. Kuracha, M. R., Thomas, P., Loggie, B. W. & Govindarajan, V. Patient-derived xenograft mouse models of pseudomyxoma peritonei recapitulate the human inflammatory tumor microenvironment. Cancer Med. 5, 711–719 (2016).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  127. Flatmark, K. et al. Exploring the peritoneal surface malignancy phenotype — a pilot immunohistochemical study of human pseudomyxoma peritonei and derived animal models. Hum. Pathol. 41, 1109–1119 (2010).

    Article  CAS  PubMed  Google Scholar 

  128. Flatmark, K. et al. Pseudomyxoma peritonei — two novel orthotopic mouse models portray the PMCA-I histopathologic subtype. BMC Cancer 7, 116 (2007).

    Article  PubMed  PubMed Central  Google Scholar 

  129. Holowatyj Laboratory. Genetics of Appendix Cancer (GAP) Study. VUMC https://www.gapcancerstudy.org (2022).

  130. US National Library of Medicine. ClinicalTrials.gov https://www.clinicaltrials.gov/study/NCT05734430 (2024).

  131. National Comprehensive Cancer Network. NCCN guidelines: colon cancer. NCCN https://www.nccn.org/guidelines/guidelines-detail?category=1&id=1428 (2025).

  132. Shen, J. P. et al. Efficacy of systemic chemotherapy in patients with low-grade mucinous appendiceal adenocarcinoma: a randomized crossover trial. JAMA Netw. Open 6, e2316161 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  133. Ghelardi, F. et al. Mytomicin-C, metronomic capecitabine, and bevacizumab in patients with unresectable or relapsed pseudomyxoma peritonei of appendiceal origin. Clin. Colorectal Cancer 22, 450–456.e1 (2023).

    Article  PubMed  Google Scholar 

  134. White, M. G. et al. Treatment variation and long-term outcomes of low-grade appendiceal neoplasms. Ann. Surg. Oncol. 30, 8138–8143 (2023).

    Article  PubMed  Google Scholar 

  135. Gonzalez-Moreno, S. & Sugarbaker, P. H. Right hemicolectomy does not confer a survival advantage in patients with mucinous carcinoma of the appendix and peritoneal seeding. Br. J. Surg. 91, 304–311 (2004).

    Article  CAS  PubMed  Google Scholar 

  136. Asare, E. A. et al. The impact of stage, grade, and mucinous histology on the efficacy of systemic chemotherapy in adenocarcinomas of the appendix: analysis of the National Cancer Data Base. Cancer 122, 213–221 (2016).

    Article  PubMed  Google Scholar 

  137. Austin, F. et al. Aggressive management of peritoneal carcinomatosis from mucinous appendiceal neoplasms. Ann. Surg. Oncol. 19, 1386–1393 (2012).

    Article  PubMed  PubMed Central  Google Scholar 

  138. Quenet, F. et al. Cytoreductive surgery plus hyperthermic intraperitoneal chemotherapy versus cytoreductive surgery alone for colorectal peritoneal metastases (PRODIGE 7): a multicentre, randomised, open-label, phase 3 trial. Lancet Oncol. 22, 256–266 (2021).

    Article  CAS  PubMed  Google Scholar 

  139. Goere, D. et al. Second-look surgery plus hyperthermic intraperitoneal chemotherapy versus surveillance in patients at high risk of developing colorectal peritoneal metastases (PROPHYLOCHIP-PRODIGE 15): a randomised, phase 3 study. Lancet Oncol. 21, 1147–1154 (2020).

    Article  CAS  PubMed  Google Scholar 

  140. Zwanenburg, E. S. et al. Adjuvant hyperthermic intraperitoneal chemotherapy in patients with locally advanced colon cancer (COLOPEC): 5-year results of a randomized multicenter trial. J. Clin. Oncol. 42, 140–145 (2024).

    Article  CAS  PubMed  Google Scholar 

  141. Ba, M. et al. Cytoreductive surgery and HIPEC for malignant ascites from colorectal cancer — a randomized study. Medicine 99, e21546 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  142. Gilly, F. N. et al. Treatment of malignant peritoneal effusion in digestive and ovarian cancer. Med. Oncol. Tumor Pharmacother. 9, 177–181 (1992).

    Article  CAS  PubMed  Google Scholar 

  143. Sugarbaker, P. H. Management of peritoneal-surface malignancy: the surgeon’s role. Langenbecks Arch. Surg. 384, 576–587 (1999).

    Article  CAS  PubMed  Google Scholar 

  144. Jacquet, P. & Sugarbaker, P. H. Clinical research methodologies in diagnosis and staging of patients with peritoneal carcinomatosis. Cancer Treat. Res. 82, 359–374 (1996).

    Article  CAS  PubMed  Google Scholar 

  145. Dineen, S. P. et al. A simplified preoperative assessment predicts complete cytoreduction and outcomes in patients with low-grade mucinous adenocarcinoma of the appendix. Ann. Surg. Oncol. 22, 3640–3646 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  146. Dohan, A. et al. Evaluation of the peritoneal carcinomatosis index with CT and MRI. Br. J. Surg. 104, 1244–1249 (2017).

    Article  CAS  PubMed  Google Scholar 

  147. Kulke, M. H. et al. Future directions in the treatment of neuroendocrine tumors: consensus report of the National Cancer Institute Neuroendocrine Tumor clinical trials planning meeting. J. Clin. Oncol. 29, 934–943 (2011).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  148. Valle, S. J. et al. A novel treatment of bromelain and acetylcysteine (BromAc) in patients with peritoneal mucinous tumours: a phase I first in man study. Eur. J. Surg. Oncol. 47, 115–122 (2021).

    Article  CAS  PubMed  Google Scholar 

  149. More, A. et al. Oncogene addiction to GNAS in GNAS(R201) mutant tumors. Oncogene 41, 4159–4168 (2022).

    Article  CAS  PubMed  Google Scholar 

  150. Holderfield, M. et al. Concurrent inhibition of oncogenic and wild-type RAS-GTP for cancer therapy. Nature 629, 919–926 (2024).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  151. Pittell, H. et al. Racial and ethnic inequities in US oncology clinical trial participation from 2017 to 2022. JAMA Netw. Open 6, e2322515 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  152. Francescutti, V. A. et al. Characterizing the patient experience of CS/HIPEC through in-depth interviews with patients: identification of key concepts in the development of a patient-centered program. Ann. Surg. Oncol. 26, 1063–1070 (2019).

    Article  PubMed  Google Scholar 

  153. Mercieca-Bebber, R., King, M. T., Calvert, M. J., Stockler, M. R. & Friedlander, M. The importance of patient-reported outcomes in clinical trials and strategies for future optimization. Patient Relat. Outcome Meas. 9, 353–367 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  154. Moaven, O. et al. Health-related quality of life after cytoreductive surgery/HIPEC for mucinous appendiceal cancer: results of a multicenter randomized trial comparing oxaliplatin and mitomycin. Ann. Surg. Oncol. 27, 772–780 (2020).

    Article  PubMed  Google Scholar 

  155. Locker, G. Y. et al. ASCO 2006 update of recommendations for the use of tumor markers in gastrointestinal cancer. J. Clin. Oncol. 24, 5313–5327 (2006).

    Article  CAS  PubMed  Google Scholar 

  156. Ross, A., Sardi, A., Nieroda, C., Merriman, B. & Gushchin, V. Clinical utility of elevated tumor markers in patients with disseminated appendiceal malignancies treated by cytoreductive surgery and HIPEC. Eur. J. Surg. Oncol. 36, 772–776 (2010).

    Article  CAS  PubMed  Google Scholar 

  157. Yousef, A. et al. Serum tumor markers and outcomes in patients with appendiceal adenocarcinoma. JAMA Netw. Open 7, e240260 (2024). This retrospective cohort study shows that CEA, CA19-9 and CA125 are all associated with overall survival of patients with appendiceal adenocarcinomas, which emphasizes the use of all three biomarkers in the clinical workup and surveillance for these patients, as well as the need to discover novel disease-specific biomarkers in this rare tumour setting.

    Article  PubMed  PubMed Central  Google Scholar 

  158. Baratti, D. et al. Prognostic value of circulating tumor markers in patients with pseudomyxoma peritonei treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. Ann. Surg. Oncol. 14, 2300–2308 (2007).

    Article  PubMed  Google Scholar 

  159. Carmignani, C. P., Hampton, R., Sugarbaker, C. E., Chang, D. & Sugarbaker, P. H. Utility of CEA and CA 19-9 tumor markers in diagnosis and prognostic assessment of mucinous epithelial cancers of the appendix. J. Surg. Oncol. 87, 162–166 (2004).

    Article  PubMed  Google Scholar 

  160. Nizam, W. et al. Prognostic significance of preoperative tumor markers in pseudomyxoma peritonei from low-grade appendiceal mucinous neoplasm: a study from the US HIPEC collaborative. J. Gastrointest. Surg. 26, 414–424 (2022).

    Article  PubMed  Google Scholar 

  161. Canbay, E. et al. Preoperative carcinoembryonic antigen level predicts prognosis in patients with pseudomyxoma peritonei treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. World J. Surg. 37, 1271–1276 (2013).

    Article  PubMed  Google Scholar 

  162. Dhiman, A. et al. Role of tumor-informed personalized circulating tumor DNA assay in informing recurrence in patients with peritoneal metastases from colorectal and high-grade appendix cancer undergoing curative-intent surgery. Ann. Surg. 278, 925–931 (2023).

    Article  PubMed  Google Scholar 

  163. Baumgartner, J. M. et al. Preoperative circulating tumor DNA in patients with peritoneal carcinomatosis is an independent predictor of progression-free survival. Ann. Surg. Oncol. 25, 2400–2408 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  164. Singh, H. et al. Highly sensitive circulating tumor DNA assay aids clinical management of radiographically occult isolated peritoneal metastases in patients with GI cancer. JCO Precis. Oncol. 7, e2200572 (2023).

    Article  PubMed  Google Scholar 

  165. Baumgartner, J. M. & Botta, G. P. Role of circulating tumor DNA among patients with colorectal peritoneal metastases. J. Gastrointest. Cancer 55, 41–46 (2024).

    Article  PubMed  Google Scholar 

  166. Belmont, E. et al. Multi-institutional study evaluating the role of circulating tumor DNA in the management of appendiceal cancers. JCO Precis. Oncol. 8, e2300531 (2024). This multi-centre study of the utility of ctDNA identifies the detection of ctDNA with high accuracy in disease recurrence after a complete CRS for patients with grade 2–3 appendiceal tumours with peritoneal disease spread, and the study supports a role for ctDNA detection in the clinical management of these patients.

    Article  PubMed  Google Scholar 

  167. Brassil, M. et al. Appendiceal tumours — a correlation of CT features and histopathological diagnosis. J. Med. Imaging Radiat. Oncol. 66, 92–101 (2022).

    Article  PubMed  Google Scholar 

  168. Kangaspunta, H. et al. Preoperative computed tomography is poor in detecting tumors of the appendix among patients with acute appendicitis: a cohort study of 5,224 appendectomies. J. Trauma Acute Care Surg. 88, 396–401 (2020).

    Article  PubMed  Google Scholar 

  169. Sagebiel, T. L. et al. Utility of appendiceal calcifications detected on computed tomography as a predictor for an underlying appendiceal epithelial neoplasm. Ann. Surg. Oncol. 24, 3667–3672 (2017).

    Article  PubMed  Google Scholar 

  170. Abreu, A. A. et al. Cost analysis and financial implications of a peritoneal surface malignancy program in the USA. Ann. Surg. Oncol. 31, 630–644 (2024).

    Article  PubMed  Google Scholar 

  171. Solsky, I. et al. Distance traveled and disparities in patients undergoing cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. Ann. Surg. Oncol. 31, 1035–1048 (2024). This single-centre database study shows that over half of 1,614 patients, inclusive of patients with appendiceal tumours, travelled farther than 100 miles for CRS ± HIPEC, which may lead to disparities in appendiceal tumour outcomes that are partly attributable to access to care and time to treatment.

    Article  PubMed  Google Scholar 

  172. Ong, C. T. et al. Insurance authorization barriers in patients undergoing cytoreductive surgery and HIPEC. Ann. Surg. Oncol. 30, 417–422 (2023).

    Article  PubMed  Google Scholar 

  173. Vierra, M. et al. Fragmentation of care in patients with peritoneal metastases undergoing cytoreductive surgery. Ann. Surg. Oncol. 31, 645–654 (2024).

    Article  PubMed  Google Scholar 

  174. Islami, F. et al. Proportion and number of cancer cases and deaths attributable to potentially modifiable risk factors in the United States, 2019. CA Cancer J. Clin. 74, 405–432 (2024).

    Article  PubMed  Google Scholar 

  175. National Cancer Institute, Division of Cancer Control and Population Sciences. Appendiceal Cancer Consortium (APPECC). NCI-DCCPS https://epi.grants.cancer.gov/cohort-consortium/projecthub/activeprojects/project-proposal/33/ (2024).

  176. Jairam, V. & Park, H. S. Strengths and limitations of large databases in lung cancer radiation oncology research. Transl. Lung Cancer Res. 8, S172–S183 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  177. Bever, A. M. & Song, M. Early-life exposures and adulthood cancer risk: a life course perspective. J. Natl Cancer Inst. 115, 4–7 (2023).

    Article  PubMed  Google Scholar 

  178. PSM Writing Group, PSM Consortium Group & Turaga, K. K. Consensus guideline for the management of malignant gastrointestinal obstruction in patients with peritoneal surface malignancies. Preprint at medRxiv https://doi.org/10.1101/2024.04.09.24305427 (2024).

  179. Chicago Consensus Working Group. The Chicago Consensus on peritoneal surface malignancies: palliative care considerations. Ann. Surg. Oncol. 27, 1798–1804 (2020). These consensus guidelines provide multidisciplinary recommendations for palliative care among patients with peritoneal surface malignancies, which include appendix tumours.

    Article  Google Scholar 

  180. Balachandran, R., Thaysen, H. V., Christensen, P., Zachariae, R. & Iversen, L. H. Biopsychosocial late effects after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy for peritoneal metastases from colorectal and appendiceal cancer: a national prospective cohort study. Ann. Surg. Oncol. 31, 1959–1969 (2024).

    Article  PubMed  Google Scholar 

  181. Kung, V. et al. Health related quality of life is excellent and sustained at two decades after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy in survivors of pseudomyxoma peritonei of appendiceal origin. Eur. J. Surg. Oncol. 49, 107045 (2023).

    Article  PubMed  Google Scholar 

  182. Tsilimparis, N. et al. Quality of life in patients after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy: is it worth the risk. Ann. Surg. Oncol. 20, 226–232 (2013).

    Article  PubMed  Google Scholar 

  183. McQuellon, R. P. et al. Survival and health outcomes after cytoreductive surgery with intraperitoneal hyperthermic chemotherapy for disseminated peritoneal cancer of appendiceal origin. Ann. Surg. Oncol. 15, 125–133 (2008).

    Article  PubMed  Google Scholar 

  184. Dodson, R. M. et al. Quality-of-life evaluation after cytoreductive surgery with hyperthermic intraperitoneal chemotherapy. Ann. Surg. Oncol. 23, 772–783 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

  185. Duckworth, K. E. et al. Caregiver quality of life before and after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. J. Am. Coll. Surg. 230, 679–687 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  186. Sneider, A. P. et al. Palliative care and characterization of symptoms in patients undergoing cytoreductive surgery/hyperthermic intraperitoneal chemotherapy. J. Surg. Res. 283, 1154–1160 (2023).

    Article  PubMed  Google Scholar 

  187. Morris, R. S. et al. Factors associated with palliative care use in patients undergoing cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. J. Surg. Res. 211, 79–86 (2017).

    Article  PubMed  Google Scholar 

  188. Morton, L. M., Onel, K., Curtis, R. E., Hungate, E. A. & Armstrong, G. T. The rising incidence of second cancers: patterns of occurrence and identification of risk factors for children and adults. Am. Soc. Clin. Oncol. Educ. Book 34, e57–e67 (2014).

    Article  Google Scholar 

  189. Robison, L. L. & Hudson, M. M. Survivors of childhood and adolescent cancer: life-long risks and responsibilities. Nat. Rev. Cancer 14, 61–70 (2014).

    Article  CAS  PubMed  Google Scholar 

  190. Chen, J. C. et al. Outcomes of neoadjuvant chemotherapy before CRS-HIPEC for patients with appendiceal cancer. J. Surg. Oncol. 122, 388–398 (2020).

    Article  CAS  PubMed  Google Scholar 

  191. Gamboa, A. C. et al. Implications of postoperative complications for survival after cytoreductive surgery and HIPEC: a multi-institutional analysis of the US HIPEC collaborative. Ann. Surg. Oncol. 27, 4980–4995 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  192. SenthilKumar, G. et al. Prediction of early recurrence following CRS/HIPEC in patients with disseminated appendiceal cancer. J. Surg. Res. 292, 275–288 (2023).

    Article  PubMed  Google Scholar 

  193. Arnold, C. A. et al. Knowledge gaps in the appendix: a multi-institutional study from seven academic centers. Mod. Pathol. 32, 988–996 (2019).

    Article  PubMed  Google Scholar 

  194. Baumgartner, J. M. et al. A multi-institutional study of peritoneal recurrence following resection of low-grade appendiceal mucinous neoplasms. Ann. Surg. Oncol. 28, 4685–4694 (2021).

    Article  PubMed  Google Scholar 

  195. Misdraji, J. et al. in WHO Classification of Tumours Series 5th edn Vol. 4 Ch. 34 (IARC, 2024).

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Acknowledgements

The authors thank J. C. Cusack, U. N. Maduekwe and J. P. Y.C. Shen for their intellectual contributions to the Appendix Cancer Pseudomyxoma Peritonei (ACPMP) Research Foundation inaugural Scientific Think Tank. The authors also thank R. Babyak, R. A. Francis, N. Dadgar, D. Gress and A. E. Adams for their technical assistance. Furthermore, the authors extend their sincere gratitude to K. Dobson and M. Yerkes for sharing their individual stories with appendix cancer. This work was supported by the ACPMP Research Foundation and, in part, by the Vanderbilt-Ingram Cancer Center and by the National Institutes of Health-National Cancer Institute grant P50 CA236733.

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The authors contributed equally to all aspects of the article.

Corresponding author

Correspondence to Andreana N. Holowatyj.

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Competing interests

A.N.H. is Chair of the Scientific Advisory Board for the Appendix Cancer Pseudomyxoma Peritonei (ACPMP) Research Foundation and is on the American Joint Committee on Cancer Lower Gastrointestinal Tract Expert Panel and the Peritoneal Surface Malignancies Consortium. A.N.H. reports receiving grants from the National Institutes of Health, American Cancer Society, ACPMP Research Foundation, Dalton Family Foundation and Pfizer. A.N.H. also reports receiving consulting fees from MJH Life Sciences and Bayer outside the submitted work. M.J.O. and K.I.V. are Scientific Advisory Board members for the ACPMP Research Foundation. M.J.O. reports receiving research funding from Takeda, Roche, Lilly, Merck, Medimmune, Bristol–Myers Squibb (BMS), Nouscom and Phanes. M.J.O. also reports consulting fees from Roche, Astellas, Medimmune, Merck, Amgen, Takeda, Janssen, Pfizer, Array, Gritstone, Simcere, Atreca and Bayer. K.I.V. reports receiving grants from the National Institutes of Health and ACPMP Research Foundation. K.I.V. also reports financial interests as the Chief Executive Officer and Founder of Applied Organoids. A.M.L. is a Medical Advisory Board member for the ACPMP Research Foundation and reports receiving grants from the Levine Family Chancellor’s Endowed Chair in Surgical Oncology, National Institutes of Health, and Department of Defense, as well as generous gifts from the estate of Elisabeth and Ad Creemers, the Euske Family Foundation, the Gastrointestinal Cancer Research Fund and the Peritoneal Metastasis Research Fund at the University of California, San Diego. P.W. reports receiving grants from the Pittsburgh Foundation and the ACPMP Research Foundation. R.M.G. reports personal fees from Adaptimmune, AstraZeneca, Bayer, Compass Therapeutics, Focal Medical, G1 Therapeutics, Genentech, GlaxoSmithKline, Haystack Oncology, Innovative Cellular Therapeutics, Merck, Sorrento Therapeutics, Taiho Oncology, Takeda, Valar Technologies and Wolters Kluwer Health outside the submitted work. R.M.G. also reports owning stock options in Focal Medical, Haystack Oncology and Compass Therapeutics. D.B.J. has served on advisory boards or as a consultant for AstraZeneca, BMS, The Jackson Laboratory, Mallinckrodt, Merck, Mosaic ImmunoEngineering, Novartis, Pfizer, Targovax and Teiko; has received funding from BMS and Incyte; and has patents pending for the use of MHC-II as a biomarker for immune checkpoint inhibitor response and for abatacept as treatment for immune-related adverse events. A.S. has served on advisory boards for Merus, Guardant, Pfizer, Regeneron/Sanofi and Catalyst Pharmaceuticals. A.S. also reports receiving funding (to the University of Chicago Medical Center) from Hutchison MediPharma, Takeda, Merck, Verastem Oncology, Turning Point Therapeutics, Gritstone, Bolt Therapeutics, BMS, Pfizer, Astellas, Oncologie, Macogenics, Seattle Genetics, Amgen, Daiichi, Lilly, Jacobio, Astrazeneca, Jazz Pharma and Agenus. N.C.Z. reports receiving grants from the National Institutes of Health, Department of Defense, and Eli Lilly and Company. D.S. is a volunteer Executive Director and Board member for the ACPMP Research Foundation. W.C.F., C.E., M.K.W., M.H., K.I. and E.W. declare no competing interests.

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Nature Reviews Cancer thanks Omer Aziz, Kjersti Flatmark and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Glossary

Appendectomy

A surgical procedure to remove the appendix, a small, finger-shaped organ originating in the colon (large bowel), located in the lower right side of the abdomen.

Ascites

Swelling in the peritoneal cavity caused by an abnormal accumulation of abdominal fluid.

Colonoscopy

A procedure in which a flexible instrument is inserted through the anus to examine the inner lining of the colon after cleansing it of stool using a variety of laxative preparative regimens.

Completeness of cytoreduction (CC) score

Assessment of the postoperative extent of peritoneal disease removal.

Complicated appendicitis

Appendicitis associated with necrosis leading to perforation or a periappendicular abscess.

Convolutional neural networks

A mathematical algorithm that analyses visual images by processing data in multiple layers to detect and classify objects in an image.

Cytoreductive surgery

(CRS). A surgical procedure to remove all visible tumours and diseased tissue in the peritoneum.

Dual-modality imaging

The use of two complementary imaging techniques to improve diagnostic accuracy and assessments.

Early-onset appendix tumours

Tumours in individuals between 18 and 49 years of age.

Genetic variants

Changes in DNA sequence between individuals within a population.

Goblet cell

Intestinal epithelial cell that synthesizes and secretes mucus and mucins, named for its goblet cup-like appearance formed by mucin granulae that fill up the cytoplasm.

Hyperthermic intraperitoneal chemotherapy

(HIPEC). A procedure wherein a catheter containing chemotherapeutic drugs is inserted into the abdominal cavity. The catheter is connected to a perfusion machine, which heats the chemotherapy drugs and pumps them through the abdomen.

Intra-operative consultations

With respect to frozen sections. Immediate ad hoc pathologist interpretations that guide surgical management.

Mesothelial cells

A thin layer of cells present on the surface of the peritoneum that allows internal organs to move freely, that secretes lubricants for tissue protection, and that initiates an immune response when encountering tumour cells or foreign organisms.

Microsatellite instability

(MSI). Regions of repeated DNA that change in length when mismatch repair is defective. These deficiencies in DNA mismatch repair can be caused by hereditary, germline mutations or epigenetic silencing by hypermethylation.

Mucin

A family of glycoproteins that are secreted by epithelial cells and form a major component of mucus.

Peritoneal cancer index

(PCI). A scoring system (from 0–39) used to quantify the extent of disease spread into the peritoneal cavity.

Peritoneal washings

A procedure wherein a salt–water solution is used to wash the peritoneal cavity. This solution is then removed to check for cancer cells.

Peritoneum

A protective membrane lining the abdominal cavity that also extends to cover most of the organs in the abdomen.

Pseudomyxoma peritonei

(PMP). Also known as mucinous carcinoma peritonei. A clinical entity characterized by diffuse intra-abdominal gelatinous ascites with mucinous implants on peritoneal surfaces. Mucinous neoplasms of the appendix are the most common, but not the sole, tumour type that can give rise to PMP.

Signet ring cells

(SRCs). Glandular epithelial cells that line digestive organs. Their respective nucleus is shifted to one side by a large cytoplasmic vacuole.

Tumour cellularity

The overall percentage of a tumour that contains neoplastic epithelium with mucinous deposits by visual pathological estimation.

Tumour grade

A qualitative assessment of the degree of tumour differentiation. Grade may reflect the extent to which a tumour resembles normal tissue.

Whole slide imaging

(WSI). The microscopic scanning of whole glass tissue slides to convert them into digital equivalents.

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Holowatyj, A.N., Overman, M.J., Votanopoulos, K.I. et al. Defining a ‘cells to society’ research framework for appendiceal tumours. Nat Rev Cancer 25, 293–315 (2025). https://doi.org/10.1038/s41568-024-00788-2

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