Abstract
Cancer is a major cause of global mortality, both in affluent countries and increasingly in developing nations. Many patients with cancer experience reduced life expectancy and have metastatic disease at the time of death. However, the more precise causes of mortality and patient deterioration before death remain poorly understood. This scarcity of information, particularly the lack of mechanistic insights, presents a challenge for the development of novel treatment strategies to improve the quality of, and potentially extend, life for patients with late-stage cancer. In addition, earlier deployment of existing strategies to prolong quality of life is highly desirable. In this Roadmap, we review the proximal causes of mortality in patients with cancer and discuss current knowledge about the interconnections between mechanisms that contribute to mortality, before finally proposing new and improved avenues for data collection, research and the development of treatment strategies that may improve quality of life for patients.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
![](https://cdn.statically.io/img/media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41568-024-00708-4/MediaObjects/41568_2024_708_Fig1_HTML.png)
![](https://cdn.statically.io/img/media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41568-024-00708-4/MediaObjects/41568_2024_708_Fig2_HTML.png)
Similar content being viewed by others
References
Dillekås, H., Rogers, M. S. & Straume, O. Are 90% of deaths from cancer caused by metastases? Cancer Med. 8, 5574–5576 (2019).
Seyfried, T. N. & Huysentruyt, L. C. On the origin of cancer metastasis. Crit. Rev. Oncog. 18, 43–73 (2013).
Schnurman, Z. et al. Causes of death in patients with brain metastases. Neurosurgery 93, 986–993 (2023).
Gallardo-Valverde, J. M. et al. Obstruction in patients with colorectal cancer increases morbidity and mortality in association with altered nutritional status. Nutr. Cancer 53, 169–176 (2005).
Swanton, C. et al. Embracing cancer complexity: hallmarks of systemic disease. Cell 187, 1589–1616 (2024).
Wheatley-Price, P., Blackhall, F. & Thatcher, N. The influence of sex in non-small cell lung cancer. Onkologie 32, 547–548 (2009).
Abu-Sbeih, H. et al. Immune checkpoint inhibitor therapy in patients with preexisting inflammatory bowel disease. J. Clin. Oncol. 38, 576 (2020).
Neugut, A. I. et al. Duration of adjuvant chemotherapy for colon cancer and survival among the elderly. J. Clin. Oncol. 24, 2368–2375 (2006).
Sullivan, D. R. et al. Association of early palliative care use with survival and place of death among patients with advanced lung cancer receiving care in the Veterans Health Administration. JAMA Oncol. 5, 1702–1709 (2019).
Sallnow, L. et al. Report of the Lancet Commission on the value of death: bringing death back into life. Lancet 399, 837–884 (2022).
Abdel-Karim, I. A., Sammel, R. B. & Prange, M. A. Causes of death at autopsy in an inpatient hospice program. J. Palliat. Med. 10, 894–898 (2007).
Pautex, S. et al. Anatomopathological causes of death in patients with advanced cancer: association with the use of anticoagulation and antibiotics at the end of life. J. Palliat. Med. 16, 669–674 (2013).
Khorana, A. A., Francis, C. W., Culakova, E., Kuderer, N. M. & Lyman, G. H. Thromboembolism is a leading cause of death in cancer patients receiving outpatient chemotherapy. J. Thromb. Haemost. 5, 632–634 (2007).
Levi, M. & Scully, M. How I treat disseminated intravascular coagulation. Blood 131, 845–854 (2018).
Cines, D. B., Liebman, H. & Stasi, R. Pathobiology of secondary immune thrombocytopenia. Semin. Hematol. 46, S2 (2009).
Ghanavat, M. et al. Thrombocytopenia in solid tumors: prognostic significance. Oncol. Rev. 13, 43–48 (2019).
Anker, M. S. et al. Advanced cancer is also a heart failure syndrome: a hypothesis. J. Cachexia Sarcopenia Muscle 12, 533 (2021).
Asdahl, P. H. et al. Cardiovascular events in cancer patients with bone metastases — a Danish population-based cohort study of 23,113 patients. Cancer Med. 10, 4885–4895 (2021).
Sinn, D. H. et al. Different survival of Barcelona clinic liver cancer stage C hepatocellular carcinoma patients by the extent of portal vein invasion and the type of extrahepatic spread. PLoS ONE 10, e0124434 (2015).
Zisman, A. et al. Renal cell carcinoma with tumor thrombus extension: biology, role of nephrectomy and response to immunotherapy. J. Urol. 169, 909–916 (2003).
Suárez, C. et al. Carotid blowout syndrome: modern trends in management. Cancer Manag. Res. 10, 5617 (2018).
Lin, A. L. & Avila, E. K. Neurologic emergencies in the cancer patient: diagnosis and management. J. Intensive Care Med. 32, 99 (2017).
Gamburg, E. S. et al. The prognostic significance of midline shift at presentation on survival in patients with glioblastoma multiforme. Int. J. Radiat. Oncol. Biol. Phys. 48, 1359–1362 (2000).
Mokri, B. The Monro-Kellie hypothesis: applications in CSF volume depletion. Neurology 56, 1746–1748 (2001).
Mastall, M. et al. Survival of brain tumour patients with epilepsy. Brain 144, 3322–3327 (2021).
Steindl, A. et al. Neurological symptom burden impacts survival prognosis in patients with newly diagnosed non-small cell lung cancer brain metastases. Cancer 126, 4341–4352 (2020).
Girard, N. et al. Comprehensive histologic assessment helps to differentiate multiple lung primary nonsmall cell carcinomas from metastases. Am. J. Surg. Pathol. 33, 1752–1764 (2009).
Lee, P. et al. Metabolic tumor burden predicts for disease progression and death in lung cancer. Int. J. Radiat. Oncol. Biol. Phys. 69, 328–333 (2007).
Kookoolis, A. S., Puchalski, J. T., Murphy, T. E., Araujo, K. L. & Pisani, M. A. Mortality of hospitalized patients with pleural effusions. J. Pulm. Respir. Med. 4, 184 (2014).
Cousins, S. E., Tempest, E. & Feuer, D. J. Surgery for the resolution of symptoms in malignant bowel obstruction in advanced gynaecological and gastrointestinal cancer. Cochrane Database Syst. Rev. https://doi.org/10.1002/14651858.CD002764 (2016).
Baker, M. L. et al. Mortality after acute kidney injury and acute interstitial nephritis in patients prescribed immune checkpoint inhibitor therapy. J. Immunother. Cancer 10, e004421 (2022).
Bhave, P., Buckle, A., Sandhu, S. & Sood, S. Mortality due to immunotherapy related hepatitis. J. Hepatol. 69, 976–978 (2018).
Lameire, N. H., Flombaum, C. D., Moreau, D. & Ronco, C. Acute renal failure in cancer patients. Ann. Med. 37, 13–25 (2005).
Ries, F. & Klastersky, J. Nephrotoxicity induced by cancer chemotherapy with special emphasis on cisplatin toxicity. Am. J. Kidney Dis. 8, 368–379 (1986).
Wong, J. L. & Evans, S. E. Bacterial pneumonia in patients with cancer: novel risk factors and management. Clin. Chest Med. 38, 263–277 (2017).
Lee, L. Y. W. et al. COVID-19 mortality in patients with cancer on chemotherapy or other anticancer treatments: a prospective cohort study. Lancet 395, 1919–1926 (2020).
Williamson, E. J. et al. Factors associated with COVID-19-related death using OpenSAFELY. Nature 584, 430–436 (2020). This study used a platform of 17.4 million pseudo-anonymized health-care records to determine risk factors for COVID-19.
Pelosof, L. C. & Gerber, D. E. Paraneoplastic syndromes: an approach to diagnosis and treatment. Mayo Clin. Proc. 85, 838–854 (2010).
Donovan, P. J. et al. PTHrP-mediated hypercalcemia: causes and survival in 138 patients. J. Clin. Endocrinol. Metab. 100, 2024–2029 (2015).
Burtis, W. J. et al. Immunochemical characterization of circulating parathyroid hormone-related protein in patients with humoral hypercalcemia of cancer. N. Engl. J. Med. 322, 1106–1112 (1990). First study to show that patients with cancer-associated hypercalcaemia had elevated concentrations of plasma parathyroid hormone-related protein.
Ellison, D. H. & Berl, T. The syndrome of inappropriate antidiuresis. N. Engl. J. Med. 356, 2064–2072 (2007).
Okabayashi, T. et al. Diagnosis and management of insulinoma. World J. Gastroenterol. 19, 829–837 (2013).
Giometto, B. et al. Paraneoplastic neurologic syndrome in the PNS Euronetwork database: a European study from 20 centers. Arch. Neurol. 67, 330–335 (2010).
Wang, D. Y. et al. Fatal toxic effects associated with immune checkpoint inhibitors: a systematic review and meta-analysis. JAMA Oncol. 4, 1721 (2018).
Feng, S. et al. Pembrolizumab-induced encephalopathy: a review of neurological toxicities with immune checkpoint inhibitors. J. Thorac. Oncol. 12, 1626–1635 (2017).
Coustal, C. et al. Prognosis of immune checkpoint inhibitors-induced myocarditis: a case series. J. Immunother. Cancer 11, e004792 (2023).
Kuderer, N. M., Dale, D. C., Crawford, J., Cosler, L. E. & Lyman, G. H. Mortality, morbidity, and cost associated with febrile neutropenia in adult cancer patients. Cancer 106, 2258–2266 (2006).
Agarwal, M. A. et al. Ventricular arrhythmia in cancer patients: mechanisms, treatment strategies and future avenues. Arrhythm. Electrophysiol. Rev. 12, e16 (2023).
Zafar, A. et al. The incidence, risk factors, and outcomes with 5-fluorouracil-associated coronary vasospasm. JACC CardioOncol. 3, 101–109 (2021).
Polk, A. et al. Incidence and risk factors for capecitabine-induced symptomatic cardiotoxicity: a retrospective study of 452 consecutive patients with metastatic breast cancer. BMJ Open 6, e012798 (2016).
Safdar, A., Bodey, G. & Armstrong, D. Infections in patients with cancer: overview. Princip. Pract. Cancer Infect. Dis. https://doi.org/10.1007/978-1-60761-644-3_1 (2011).
Foster, D. S., Jones, R. E., Ransom, R. C., Longaker, M. T. & Norton, J. A. The evolving relationship of wound healing and tumor stroma. JCI Insight 3, e99911 (2018).
Park, S. J. & Bejar, R. Clonal hematopoiesis in cancer. Exp. Hematol. 83, 105 (2020).
Liebman, H. A. Thrombocytopenia in cancer patients. Thromb. Res. https://doi.org/10.1016/S0049-3848(14)50011-4 (2014).
Chakraborty, R. et al. Characterisation and prognostic impact of immunoparesis in relapsed multiple myeloma. Br. J. Haematol. 189, 1074–1082 (2020).
Allen, B. M. et al. Systemic dysfunction and plasticity of the immune macroenvironment in cancer models. Nat. Med. 26, 1125–1134 (2020).
Munn, D. H. & Bronte, V. Immune suppressive mechanisms in the tumor microenvironment. Curr. Opin. Immunol. 39, 1–6 (2016).
Kochar, R. & Banerjee, S. Infections of the biliary tract. Gastrointest. Endosc. Clin. N. Am. 23, 199–218 (2013).
Valvani, A., Martin, A., Devarajan, A. & Chandy, D. Postobstructive pneumonia in lung cancer. Ann. Transl. Med. 7, 357–357 (2019).
Rolston, K. V. I. Infections in cancer patients with solid tumors: a review. Infect. Dis. Ther. 6, 69–83 (2017).
Wu, X. et al. The association between major complications of immobility during hospitalization and quality of life among bedridden patients: a 3 month prospective multi-center study. PLoS One 13, e0205729 (2018).
The clinicopathological and prognostic role of thrombocytosis in patients with cancer: a meta-analysis. Oncol. Lett. 13, 5002–5008 (2017).
Kasthuri, R. S., Taubman, M. B. & Mackman, N. Role of tissue factor in cancer. J. Clin. Oncol. 27, 4834 (2009).
Wade, J. C. Viral infections in patients with hematological malignancies. Hematology 2006, 368–374 (2006).
Ersvaer, E., Liseth, K., Skavland, J., Gjertsen, B. T. & Bruserud, Ø. Intensive chemotherapy for acute myeloid leukemia differentially affects circulating TC1, TH1, TH17 and TREG cells. BMC Immunol. 11, 1–12 (2010).
Kuter, D. J. Treatment of chemotherapy-induced thrombocytopenia in patients with non-hematologic malignancies. Haematologica 107, 1243 (2022).
Rodgers, G. M. et al. Cancer- and chemotherapy-induced anemia. J. Natl Compr. Canc. Netw. 10, 628–653 (2012).
Nesher, L. & Rolston, K. V. I. The current spectrum of infection in cancer patients with chemotherapy related neutropenia. Infection 42, 5–13 (2014).
Blijlevens, N. M. A., Logan, R. M. & Netea, M. G. Mucositis: from febrile neutropenia to febrile mucositis. J. Antimicrob. Chemother. 63, i36–i40 (2009).
Petrelli, F. et al. Association of steroid use with survival in solid tumours. Eur. J. Cancer 141, 105–114 (2020).
Bolton, K. L. et al. Cancer therapy shapes the fitness landscape of clonal hematopoiesis. Nat. Genet. 52, 1219–1226 (2020). This study identified the molecular characteristics of clonal haematopoiesis that increased risk of therapy-related myeloid neoplasms, with different characteristics associated with different treatment exposures.
Bhatia, R. et al. Do cancer and cancer treatments accelerate aging? Curr. Oncol. Rep. 24, 1401 (2022).
Eisenstein, T. K. The role of opioid receptors in immune system function. Front. Immunol. 10, 485158 (2019).
Böll, B. et al. Central venous catheter-related infections in hematology and oncology: 2020 updated guidelines on diagnosis, management, and prevention by the Infectious Diseases Working Party (AGIHO) of the German Society of Hematology and Medical Oncology (DGHO). Ann. Hematol. 100, 239 (2021).
Ruiz-Giardin, J. M. et al. Blood stream infections associated with central and peripheral venous catheters. BMC Infect. Dis. 19, 1–9 (2019).
Lee, D. W. et al. Current concepts in the diagnosis and management of cytokine release syndrome. Blood 124, 188–195 (2014).
Brahmer, J. R. et al. Safety profile of pembrolizumab monotherapy based on an aggregate safety evaluation of 8937 patients. Eur. J. Cancer 199, 113530 (2024). Analysis of the toxicity profile of anti-PD1 therapy in more than 8,000 patients.
Larkin, J. et al. Five-year survival with combined nivolumab and ipilimumab in advanced melanoma. N. Engl. J. Med. 381, 1535–1546 (2019).
Vozy, A. et al. Increased reporting of fatal hepatitis associated with immune checkpoint inhibitors. Eur. J. Cancer 123, 112–115 (2019).
Palaskas, N., Lopez-Mattei, J., Durand, J. B., Iliescu, C. & Deswal, A. Immune checkpoint inhibitor myocarditis: pathophysiological characteristics, diagnosis, and treatment. J. Am. Heart Assoc. 9, e013757 (2020).
Janssen, J. B. E. et al. Immune checkpoint inhibitor-related Guillain–Barré syndrome: a case series and review of the literature. J. Immunother. 44, 276–282 (2021).
Camelliti, S. et al. Mechanisms of hyperprogressive disease after immune checkpoint inhibitor therapy: what we (don’t) know. J. Exp. Clin. Cancer Res. 39, 236 (2020).
Kitamura, W. et al. Bone marrow microenvironment disruption and sustained inflammation with prolonged haematologic toxicity after CAR T-cell therapy. Br. J. Haematol. 202, 294–307 (2023).
Seano, G. et al. Solid stress in brain tumours causes neuronal loss and neurological dysfunction and can be reversed by lithium. Nat. Biomed. Eng. 3, 230 (2019).
Madhusoodanan, S., Ting, M. B., Farah, T. & Ugur, U. Psychiatric aspects of brain tumors: a review. World J. Psychiatry 5, 273 (2015).
Gerstenecker, A. et al. Cognition in patients with newly diagnosed brain metastasis: profiles and implications. J. Neurooncol. 120, 179 (2014).
Krishna, S. et al. Glioblastoma remodelling of human neural circuits decreases survival. Nature 617, 599–607 (2023). This study demonstrated that high-grade gliomas remodel neural circuits in the human brain, which promotes tumour progression and impairs cognition.
Taylor, K. R. et al. Glioma synapses recruit mechanisms of adaptive plasticity. Nature 623, 366–374 (2023). This study showed that brain-derived neurotrophic factor (BDNF)–tropomyosin-related kinase B (TRKB) signalling promotes malignant synaptic plasticity and augments tumour progression.
Hanahan, D. & Monje, M. Cancer hallmarks intersect with neuroscience in the tumor microenvironment. Cancer Cell 41, 573–580 (2023).
Ahles, T. A. & Root, J. C. Cognitive effects of cancer and cancer treatments. Annu. Rev. Clin. Psychol. 14, 425–451 (2018).
Allexandre, D. et al. EEG correlates of central origin of cancer-related fatigue. Neural Plast. 2020, 8812984 (2020).
Büttner-Teleagă, A., Kim, Y. T., Osel, T. & Richter, K. Sleep disorders in cancer — a systematic review. Int. J. Environ. Res. Public Health 18, 11696 (2021).
Walsh, D. & Nelson, K. A. Autonomic nervous system dysfunction in advanced cancer. Support. Care Cancer 10, 523–528 (2002).
Ghandour, F. et al. Presenting psychiatric and neurological symptoms and signs of brain tumors before diagnosis: a systematic review. Brain Sci. 11, 1–20 (2021).
Akechi, T. et al. Somatic symptoms for diagnosing major depression in cancer patients. Psychosomatics 44, 244–248 (2003).
Nho, J. H., Kim, S. R. & Kwon, Y. S. Depression and appetite: predictors of malnutrition in gynecologic cancer. Support. Care Cancer 22, 3081–3088 (2014).
Thaker, P. H. et al. Chronic stress promotes tumor growth and angiogenesis in a mouse model of ovarian carcinoma. Nat. Med. 12, 939–944 (2006). This study linked chronic behavioural stress to higher levels of tissue catecholamines and tumour angiogenesis, resulting in greater tumor burden and invasion in ovarian cancer.
Chang, A. et al. Beta-blockade enhances anthracycline control of metastasis in triple-negative breast cancer. Sci. Transl. Med. 15, eadf1147 (2023).
Magnon, C. et al. Autonomic nerve development contributes to prostate cancer progression. Science 341, 1236361 (2013). This study showed that the formation of autonomic nerve fibres in the prostate gland regulates prostate cancer development and dissemination in mouse models.
Baracos, V. E., Martin, L., Korc, M., Guttridge, D. C. & Fearon, K. C. H. Cancer-associated cachexia. Nat. Rev. Dis. Prim. 4, 17105 (2018).
Fearon, K. et al. Definition and classification of cancer cachexia: an international consensus. Lancet Oncol. 12, 489–495 (2011). International consensus definitions of cancer cachexia.
Bossi, P., Delrio, P., Mascheroni, A. & Zanetti, M. The spectrum of malnutrition/cachexia/sarcopenia in oncology according to different cancer types and settings: a narrative review. Nutrients 13, 1980 (2021).
Farkas, J. et al. Cachexia as a major public health problem: frequent, costly, and deadly. J. Cachexia Sarcopenia Muscle 4, 173–178 (2013).
Dennison, E. M., Sayer, A. A. & Cooper, C. Epidemiology of sarcopenia and insight into possible therapeutic targets. Nat. Rev. Rheumatol. 13, 340–347 (2017).
Farasat, M. et al. Long-term cardiac arrhythmia and chronotropic evaluation in patients with severe anorexia nervosa (LACE-AN): a pilot study. J. Cardiovasc. Electrophysiol. 31, 432–439 (2020).
Mehler, P. S., Anderson, K., Bauschka, M., Cost, J. & Farooq, A. Emergency room presentations of people with anorexia nervosa. J. Eat. Disord. 11, 16 (2023).
Ferrer, M. et al. Cachexia: a systemic consequence of progressive, unresolved disease. Cell 186, 1824–1845 (2023).
Bourke, C. D., Berkley, J. A. & Prendergast, A. J. Immune dysfunction as a cause and consequence of malnutrition. Trends Immunol. 37, 386–398 (2016).
Tisdale, M. J. Biology of cachexia. J. Natl Cancer Inst. 89, 1763–1773 (1997).
Babic, A. et al. Adipose tissue and skeletal muscle wasting precede clinical diagnosis of pancreatic cancer. Nat. Commun. 14, 4754 (2023).
Waning, D. L. et al. Excess TGF-β mediates muscle weakness associated with bone metastases in mice. Nat. Med. 21, 1262 (2015). This study showed that bone metastases cause TGFβ to be released from the bone marrow, resulting in leakage of calcium from skeletal muscle cells contributing to muscle weakness.
Greco, S. H. et al. TGF-β blockade reduces mortality and metabolic changes in a validated murine model of pancreatic cancer cachexia. PLoS ONE 10, e0132786 (2015).
Johnen, H. et al. Tumor-induced anorexia and weight loss are mediated by the TGF-beta superfamily cytokine MIC-1. Nat. Med. 13, 1333–1340 (2007). This study showed that GDF15 was elevated in patients with cancer-associated weight loss and that this was a central regulator of appetite and therefore a potential therapeutic target.
Al-Sawaf, O. et al. Body composition and lung cancer-associated cachexia in TRACERx. Nat. Med. 29, 846–858 (2023). This study showed an association among lower skeletal muscle area, subcutaneous adipose tissue and visceral adipose tissue and decreased survival in patients with non-small-cell lung cancer and these were associated with higher levels of circulating GDF15.
Ahmed, D. S., Isnard, S., Lin, J., Routy, B. & Routy, J. P. GDF15/GFRAL pathway as a metabolic signature for cachexia in patients with cancer. J. Cancer 12, 1125–1132 (2021).
Rebbapragada, A., Benchabane, H., Wrana, J. L., Celeste, A. J. & Attisano, L. Myostatin signals through a transforming growth factor β-like signaling pathway to block adipogenesis. Mol. Cell. Biol. 23, 7230 (2003).
Queiroz, A. L. et al. Blocking ActRIIB and restoring appetite reverses cachexia and improves survival in mice with lung cancer. Nat. Commun. 13, 1–17 (2022).
Loumaye, A. et al. Role of activin A and myostatin in human cancer cachexia. J. Clin. Endocrinol. Metab. 100, 2030–2038 (2015).
Barton, B. E. & Murphy, T. F. Cancer cachexia is mediated in part by the induction of IL-6-like cytokines from the spleen. Cytokine 16, 251–257 (2001).
Webster, J. M., Kempen, L. J. A. P., Hardy, R. S. & Langen, R. C. J. Inflammation and skeletal muscle wasting during cachexia. Front. Physiol. 11, 597675 (2020).
Strassmann, G., Masui, Y., Chizzonite, R. & Fong, M. Mechanisms of experimental cancer cachexia local involvement of 11-1 in colon-26 tumor. J. Immunol. 150, 2341–2345 (1993).
Stovroff, M. C., Fraker, D. L., Swedenborg, J. A. & Norton, J. A. Cachectin/tumor necrosis factor: a possible mediator of cancer anorexia in the rat. Cancer Res. 48, 4567–4572 (1988).
Wyke, S. M. & Tisdale, M. J. NF-κB mediates proteolysis-inducing factor induced protein degradation and expression of the ubiquitin–proteasome system in skeletal muscle. Br. J. Cancer 92, 711 (2005).
Cai, D. et al. IKKβ/NF-κB activation causes severe muscle wasting in mice. Cell 119, 285–298 (2004). This study showed that activation of NF-κB, through muscle-specific transgenic expression of activated inhibitor of NF-κB kinase subunit β (IKKβ), causes profound muscle wasting in mice.
Patel, H. J. & Patel, B. M. TNF-α and cancer cachexia: molecular insights and clinical implications. Life Sci. 170, 56–63 (2017).
Mergenthaler, P., Lindauer, U., Dienel, G. A. & Meisel, A. Sugar for the brain: the role of glucose in physiological and pathological brain function. Trends Neurosci. 36, 587 (2013).
Sillos, E. M. et al. Lactic acidosis: a metabolic complication of hematologic malignancies case report and review of the literature. Cancer 92, 2237–46 (2000).
Rampello, E., Fricia, T. & Malaguarnera, M. The management of tumor lysis syndrome. Nat. Clin. Pract. Oncol. 3, 438–447 (2006).
Delano, M. J. & Moldawer, L. L. The origins of cachexia in acute and chronic inflammatory diseases. Nutr. Clin. Pract. 21, 68–81 (2006).
Lombardi, A., Villa, S., Castelli, V., Bandera, A. & Gori, A. T-cell exhaustion in Mycobacterium tuberculosis and nontuberculous mycobacteria infection: pathophysiology and therapeutic perspectives. Microorganisms 9, 2460 (2021).
Moldawer, L. L. & Sattler, F. R. Human immunodeficiency virus-associated wasting and mechanisms of cachexia associated with inflammation. Semin. Oncol. 25, 73–81 (1998).
von Kobbe, C. Targeting senescent cells: approaches, opportunities, challenges. Aging 11, 12844 (2019).
Shafqat, S., Chicas, E. A., Shafqat, A. & Hashmi, S. K. The Achilles’ heel of cancer survivors: fundamentals of accelerated cellular senescence. J. Clin. Invest. 132, e158452 (2022).
Wang, L., Lankhorst, L. & Bernards, R. Exploiting senescence for the treatment of cancer. Nat. Rev. Cancer 22, 340–355 (2022).
Terry, W., Olson, L. G., Ravenscroft, P., Wilss, L. & Boulton-Lewis, G. Hospice patients’ views on research in palliative care. Intern. Med. J. 36, 406–413 (2006).
White, C. & Hardy, J. What do palliative care patients and their relatives think about research in palliative care? A systematic review. Support. Care Cancer 18, 905–911 (2010).
Foster, B., Bagci, U., Mansoor, A., Xu, Z. & Mollura, D. J. A review on segmentation of positron emission tomography images. Comput. Biol. Med. 50, 76–96 (2014).
Bera, K., Braman, N., Gupta, A., Velcheti, V. & Madabhushi, A. Predicting cancer outcomes with radiomics and artificial intelligence in radiology. Nat. Rev. Clin. Oncol. 19, 132–146 (2022).
Kaczanowska, S. et al. Immune determinants of CAR-T cell expansion in solid tumor patients receiving GD2 CAR-T cell therapy. Cancer Cell 42, 35–51.e8 (2024).
Dutta, S. & Sengupta, P. Men and mice: relating their ages. Life Sci. 152, 244–248 (2016).
Alpert, A. et al. A clinically meaningful metric of immune age derived from high-dimensional longitudinal monitoring. Nat. Med. 25, 487–495 (2019).
Gyawali, B., Hey, S. P. & Kesselheim, A. S. Evaluating the evidence behind the surrogate measures included in the FDA’s table of surrogate endpoints as supporting approval of cancer drugs. eClinicalMedicine 21, 100332 (2020).
Hong, W. et al. Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning. Proc. Natl Acad. Sci. USA 112, E5351–E5360 (2015).
Johnson, D. E., O’Keefe, R. A. & Grandis, J. R. Targeting the IL-6/JAK/STAT3 signalling axis in cancer. Nat. Rev. Clin. Oncol. 15, 234–248 (2018).
Bowden, M. B. et al. Demographic and clinical factors associated with suicide in gastric cancer in the United States. J. Gastrointest. Oncol. 8, 897–901 (2017).
Zaorsky, N. G. et al. Suicide among cancer patients. Nat. Commun. 10, 1–7 (2019).
Hu, X. et al. Suicide risk among individuals diagnosed with cancer in the US, 2000–2016. JAMA Netw. Open 6, e2251863 (2023).
Abdel-Rahman, O. Socioeconomic predictors of suicide risk among cancer patients in the United States: a population-based study. Cancer Epidemiol. 63, 101601 (2019).
Pinquart, M. & Duberstein, P. R. Depression and cancer mortality: a meta-analysis. Psychol. Med. 40, 1797–1810 (2010).
Fitzgerald, P. et al. The relationship between depression and physical symptom burden in advanced cancer. BMJ Support. Palliat. Care 5, 381–388 (2015).
Chida, Y., Hamer, M., Wardle, J. & Steptoe, A. Do stress-related psychosocial factors contribute to cancer incidence and survival? Nat. Clin. Pract. Oncol. 5, 466–475 (2008).
He, X. Y. et al. Chronic stress increases metastasis via neutrophil-mediated changes to the microenvironment. Cancer Cell 42, 474–486.e12 (2024). This study found that chronic stress shifts the normal circadian rhythm of neutrophils resulting in increased neutrophil extracellular trap (NET) formation via glucocorticoid release, resulting in a metastasis-promoting microenvironment.
Fann, J. R., Ell, K. & Sharpe, M. Integrating psychosocial care into cancer services. J. Clin. Oncol. 30, 1178–1186 (2012).
Jacobsen, P. B. & Wagner, L. I. A new quality standard: the integration of psychosocial care into routine cancer care. J. Clin. Oncol. 30, 1154–1159 (2012).
Gorin, S. S. et al. Meta-analysis of psychosocial interventions to reduce pain in patients with cancer. J. Clin. Oncol. 30, 539–547 (2012).
Li, M. et al. Systematic review and meta-analysis of collaborative care interventions for depression in patients with cancer. Psychooncology 26, 573–587 (2017).
Bova, G. S. et al. Optimal molecular profiling of tissue and tissue components: defining the best processing and microdissection methods for biomedical applications. Mol. Biotechnol. 29, 119–152 (2005).
Gundem, G. et al. The evolutionary history of lethal metastatic prostate cancer. Nature 520, 353–357 (2015). This study found that metastasis-to-metastasis spread was common in prostate cancer evolution and that lesions affecting tumour suppressor genes occurred as single events, whereas mutations in genes involved in androgen receptor signalling commonly involved multiple, convergent events in different metastases.
Turajlic, S. et al. Tracking cancer evolution reveals constrained routes to metastases: TRACERx renal. Cell 173, 581–594.e12 (2018). This study examined evolutionary trajectories of 100 renal cancers and found that metastasis competence was driven by chromosome complexity, not by driver mutation load, and that loss of 9p and 14q was a common driver.
Spain, L. et al. Late-stage metastatic melanoma emerges through a diversity of evolutionary pathways. Cancer Discov. 13, 1364–1385 (2023). This study examined evolutionary trajectories of melanoma metastasis and observed frequent whole-genome doubling and widespread loss of heterozygosity, often involving antigen-presentation machinery.
Acknowledgements
A.B. is funded by National Institutes of Health/National Cancer Institute P30 CA008748 and R01-CA245499. K.B. is employed by the UK National Health Service. T.R.C. acknowledges funding support from the National Health and Medical Research Council (NHMRC) Ideas (2000937), Project (1129766, 1140125), Development (2013881) and Fellowship (1158590) schemes, a Cancer Institute NSW Career Development Fellowship (CDF171105), Cancer Council NSW project support (RG19-09, RG23-11) and Susan G. Komen for the Cure (CCR17483294). T.G. is funded by the Cancer Prevention and Research Institute of Texas Grant 00011633. M.J.-H. has received funding from CRUK, NIH National Cancer Institute, IASLC International Lung Cancer Foundation, Lung Cancer Research Foundation, Rosetrees Trust, UKI NETs and NIHR. T.J. acknowledges funding from Cancer Grand Challenges (NIH: 1OT2CA278690-01; CRUK: CGCATF-2021/100019), the Mark Foundation for Cancer Research (20-028-EDV), the Osprey Foundation, Fortune Footwear, Cold Spring Harbour Laboratory (CSHL) and developmental funds from CSHL Cancer Center Support Grant 5P30CA045508. R.K. is funded by the Intramural Research Program, the National Cancer Institute, NIH Clinical Center and the National Institutes of Health (NIH NCI ZIABC011332-06 and NIH NCI ZIABC011334-10). R.L. is supported by a Wellcome Early Career Investigator Award (225724/Z/22/Z). E.S. is supported by the Francis Crick Institute, which receives its core funding from Cancer Research UK (CC2040), the UK Medical Research Council (CC2040) and the Wellcome Trust (CC2040) and the European Research Council (ERC Advanced Grant CAN_ORGANISE, Grant agreement number 101019366). E.S. reports personal grants from Mark Foundation and the European Research Council. C.S. is a Royal Society Napier Research Professor (RSRP\R\210001). His work is supported by the Francis Crick Institute that receives its core funding from Cancer Research UK (CC2041), the UK Medical Research Council (CC2041) and the Wellcome Trust (CC2041) and the European Research Council under the European Union’s Horizon 2020 research and innovation programme (ERC Advanced Grant PROTEUS Grant agreement number 835297). M.G.V.H. reports support from the Lustgarten Foundation, the MIT Center for Precision Cancer Medicine, the Ludwig Center at MIT and NIH grants R35 CA242379 and P30 CA1405141.
Author information
Authors and Affiliations
Contributions
All authors researched data for the article. A.B., K.B., T.R.C., T.G., T.J., C.S., M.G.V.H, R.K., M.J.-H. and E.S. contributed substantially to discussion of the content. T.C., R.L. and E.S. wrote the article. All authors reviewed and/or edited the manuscript before submission.
Corresponding authors
Ethics declarations
Competing interests
A.B. is an inventor on pending patents 63/449,817, 63/052,139 as well as awarded patents 11,305,014 and 10,413,522; all issued to the Sloan Kettering Institute. She has received personal fees from Apelis Pharmaceuticals and serves as an unpaid member of the Evren Technologies SAB. K.B., T.R.C., T.G., T.J. and R.K. declare no competing interests. M.J.-H. reports support from Achilles Therapeutics Scientific Advisory Board and Steering Committee, Pfizer, Astex Pharmaceuticals, Oslo Cancer Cluster and Bristol Myers Squibb outside the submitted work. R.L. reports personal fees from Pierre Fabre and has research funding from BMS, Astra Zeneca and Pierre Fabre outside the submitted work. E.S. reports grants from Novartis, Merck Sharp Dohme, AstraZeneca and personal fees from Phenomic outside the submitted work. C.S. reports grants and personal fees from Bristol Myers Squibb, AstraZeneca, Boehringer-Ingelheim, Roche-Ventana, personal fees from Pfizer, grants from Ono Pharmaceutical, Personalis, grants, personal fees and other support from GRAIL, other support from AstraZeneca and GRAIL, personal fees and other support from Achilles Therapeutics, Bicycle Therapeutics, personal fees from Genentech, Medixci, China Innovation Centre of Roche (CiCoR) formerly Roche Innovation Centre, Metabomed, Relay Therapeutics, Saga Diagnostics, Sarah Canon Research Institute, Amgen, GlaxoSmithKline, Illumina, MSD, Novartis, other support from Apogen Biotechnologies and Epic Bioscience outside the submitted work; in addition, C.S. has a patent for PCT/US2017/028013 licensed to Natera Inc., UCL Business, a patent for PCT/EP2016/059401 licensed to Cancer Research Technology, a patent for PCT/EP2016/071471 issued to Cancer Research Technology, a patent for PCT/GB2018/051912 pending, a patent for PCT/GB2018/052004 issued to Francis Crick Institute, University College London, Cancer Research Technology Ltd, a patent for PCT/GB2020/050221 issued to Francis Crick Institute, University College London, a patent for PCT/EP2022/077987 pending to Cancer Research Technology, a patent for PCT/GB2017/053289 licensed, a patent for PCT/EP2022/077987 pending to Francis Crick Institute, a patent for PCT/EP2023/059039 pending to Francis Crick Institute and a patent for PCT/GB2018/051892 pending to Francis Crick Institute. C.S. is Co-chief Investigator of the NHS Galleri trial funded by GRAIL. He is Chief Investigator for the AstraZeneca MeRmaiD I and II clinical trials and Chair of the Steering Committee. C.S. is cofounder of Achilles Therapeutics and holds stock options. M.G.V.H. is a scientific adviser for Agios Pharmaceuticals, iTeos Therapeutics, Sage Therapeutics, Faeth Therapeutics, Droia Ventures and Auron Therapeutics on topics unrelated to the presented work.
Peer review
Peer review information
Nature Reviews Cancer thanks Vickie Baracos, Clare M. Isacke, who co-reviewed with Amanda Fitzpatrick and Erica Sloan and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Glossary
- Anti-N-methyl-d-aspartate receptor (NMDAR) encephalitis
-
An autoimmune encephalitis characterized by complex neuropsychiatric features and the presence of immunoglobulin G (IgG) antibodies against the NR1 subunit of the NMDA receptors in the central nervous system.
- Atelectasis
-
Partial collapse or incomplete inflation of the lung.
- Brain herniation
-
Pressure-induced movement of brain tissue.
- Clonal haematopoiesis
-
An ageing-associated process in which haematopoiesis becomes dominated by one or a small number of genetically distinct stem or progenitor cells. Clonal haematopoiesis is linked to an increased risk of haematological malignancies.
- Congestive heart failure
-
Inability of the heart to pump blood properly.
- Coronary vasospasm
-
Constriction of the arteries that supply blood to the heart.
- Corticotropin-releasing hormone
-
(CRH). One of the major factors that drives the response of the body to stress.
- Disseminated intravascular coagulation
-
(DIC). A rare but serious condition in which abnormal blood clotting occurs throughout the blood vessels of the body.
- Encephalitis
-
Inflammation of the brain.
- Fistula
-
An abnormal connection that forms between two body parts, such as an organ or blood vessel and another often unrelated structure in close proximity.
- Guillain–Barré syndrome
-
A rare disorder in which the immune system of a body attacks the nerves, which can lead to paralysis.
- Haemostasis
-
The stopping of flow of blood, typically associated with the bodies response to prevent and stop bleeding.
- Hydrocephalus
-
A build-up of fluid within the cavities of the brain.
- Hypercalcaemia
-
Elevated calcium levels in the blood, often caused by overactive parathyroid glands. Hypercalcaemia is linked to kidney stones, weakened bones, altered digestion and potentially altered cardiac and brain function.
- Hyperprogressive disease
-
(HPD). Rapid tumour progression sometimes observed during immune checkpoint inhibitor treatment.
- Hyponatraemia
-
The condition that occurs when the level of sodium in the blood is low.
- Iatrogenic effects
-
Harm, which is often unavoidable, caused by cancer treatments.
- Immunoparesis
-
The marked suppression of polyclonal immunoglobulins in the body.
- Lambert–Eaton myasthenic syndrome
-
(LEMS). A neuromuscular junction disorder affecting communication between nerves and muscles, which manifests as a result of a paraneoplastic syndrome or a primary autoimmune disorder. Many cases are associated with small-cell lung cancer.
- Leptomeningeal metastases
-
When cancer cells spread to the tissue layers covering the brain and spinal cord (the leptomeninges).
- Lung oedema
-
Also known as pulmonary oedema is a condition caused by excess fluid in the lungs. This fluid collects in the alveoli compromising function and making it difficult to breathe.
- Midline shift
-
The observation of displacement of brain tissue across the centre line of the brain, suggestive of uneven intracranial pressure.
- Myocardial infarction
-
Decreased blood flow to the myocardium, commonly called a heart attack.
- Myocarditis
-
Inflammation specifically of the middle layer of the heart wall.
- Paraneoplastic syndromes
-
A group of rare disorders that occur when the immune system reacts to changes in the body triggered by the presence of a neoplasm.
- Peripheral nervous system
-
A dense network of nerves that transmit information from the brain (efferent neurons) to the periphery and conversely transmit information from the periphery to the brain (afferent neurons). A component of the peripheral nervous system is the autonomic nervous system.
- Pleural effusion
-
A build-up of fluid between the tissues that line the lungs and the chest wall.
- Sarcopenia
-
A condition characterized by loss of skeletal muscle mass and function.
- Thromboembolism
-
The lodging of a circulating blood clot within a vessel leading to obstruction. Thromboembolisms may occur in veins (venous thromboembolism) and arteries (arterial thromboembolism).
- Tissue factor
-
A key component of the pathway regulating blood clotting, specifically the receptor and cofactor for factor VII/VIIa.
- Tumour lysis syndrome
-
A syndrome occurs when tumour cells release their contents into the bloodstream, either spontaneously or more typically, in response to therapeutic intervention.
- Wearable technologies
-
Devices worn on the body, typically in the form of accessories or clothing, that incorporate advanced electronics and technology to monitor, track or enhance various aspects of human life. Examples include smartwatches and fitness trackers.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Boire, A., Burke, K., Cox, T.R. et al. Why do patients with cancer die?. Nat Rev Cancer (2024). https://doi.org/10.1038/s41568-024-00708-4
Accepted:
Published:
DOI: https://doi.org/10.1038/s41568-024-00708-4
This article is cited by
-
The road less travelled
Nature Reviews Cancer (2024)