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Nakashima T. Lung cancer with comorbid interstitial pneumonia: Current situation and animal model development. Respir Investig 2024; 62:1183-1190. [PMID: 39442267 DOI: 10.1016/j.resinv.2024.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 09/23/2024] [Accepted: 10/16/2024] [Indexed: 10/25/2024]
Abstract
Interstitial pneumonia includes a range of disorders affecting the lung interstitium, significantly impacting life expectancy, especially during acute exacerbations. Concurrently, lung cancer remains a leading cause of cancer-related deaths worldwide. The coexistence of these two conditions presents a formidable challenge, complicating diagnosis, treatment, and prognosis. This review explores the critical issues associated with lung cancer comorbid with interstitial pneumonia, focusing on diagnostic challenges, prognosis, treatment complications, and the lack of effective research tools. Diagnosing lung cancer in patients with interstitial pneumonia is complicated due to overlapping imaging features and the risks associated with biopsies. The prognosis is poorer for patients with both conditions, as interstitial pneumonia promotes a more aggressive lung cancer phenotype. Standard treatment for interstitial pneumonia can inadvertently facilitate lung cancer progression, while anticancer therapies often exacerbate interstitial pneumonia. To address the lack of appropriate research tools, a novel murine model combining orthotopic lung cancer cell transplantation with bleomycin-induced interstitial pneumonia was developed to better understand their interaction. This new murine model successfully mimics the human condition, demonstrating increased tumor growth, metastasis, and alterations in the tumor microenvironment, including elevated tumor-associated macrophages, cancer-associated myofibroblasts, and regulatory T cells, alongside decreased cytotoxic T lymphocytes. Lung cancer comorbid with interstitial pneumonia represents a severe clinical challenge due to diagnostic difficulties and treatment-related complications. The novel murine model offers a valuable tool for future research to develop effective therapies. Dedicated efforts are needed to address this complex pathophysiology to improve patient outcomes.
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Affiliation(s)
- Taku Nakashima
- Department of Molecular and Internal Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan.
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Miyamoto A, Michimae H, Nakahara Y, Akagawa S, Nakagawa K, Minegishi Y, Ogura T, Hontsu S, Date H, Takahashi K, Homma S, Kishi K. Acute exacerbation predicting poor outcomes in idiopathic interstitial pneumonia and advanced lung cancer patients undergoing cytotoxic chemotherapy. Sci Rep 2024; 14:10162. [PMID: 38702426 PMCID: PMC11068886 DOI: 10.1038/s41598-024-60833-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 04/28/2024] [Indexed: 05/06/2024] Open
Abstract
Effective treatment for advanced lung cancer and idiopathic interstitial pneumonia (IIP) remains an unmet medical need. The relationship between chemotherapy's effectiveness in advanced lung cancer and the risk of acute exacerbation of IIP is poorly investigated. There is limited evidence that patients who experience an acute exacerbation of IIPs during cytotoxic chemotherapy have poorer outcomes than those who do not. Among 1004 patients with advanced lung cancer and IIPs enrolled in our published multi-centre retrospective study from 110 Japanese institutions, 708 patients (male: female, 645:63; mean age, 70.4) received first-line chemotherapy. The occurrence of chemotherapy-triggered acute exacerbations of IIPs and overall survival (OS) were analysed. The OS between groups of patients with and without the occurrence of acute exacerbation was compared at four landmark time points (30, 60, 90, and 120 days), starting from the first-line chemotherapy, using the landmark method. The incidence of acute exacerbation in patients who received first-line chemotherapy with small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC) was more frequent in NSCLC patients than in SCLC (4.2% vs 12.6%; odds ratio [OR]: 3.316; 95% confidence interval [CI] 1.25-8.8). Median survival time was 9.9 months (95% CI 9.2-10.7). Patients who experienced acute exacerbation had significant worse survival outcomes than those who did not at various time points (30 days, hazard ratio [HR]: 5.191, 95% CI 2.889-9.328; 60 days, HR: 2.351, 95% CI 1.104-5.009; 90 days, HR: 2.416, 95% CI 1.232-4.739; and 120 days, HR: 2.521, 95% CI 1.357-4.681). Acute exacerbation during first-line chemotherapy can predict poor survival.Trial Registration number: UMIN000018227.
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Affiliation(s)
- Atsushi Miyamoto
- Department of Respiratory Medicine, Respiratory Centre, Toranomon Hospital, 2-2-2 Toranomon Minato-ku, Tokyo, 105-8470, Japan.
- Okinaka Memorial Institute for Medical Research, 2-2-2 Toranomon, Minato-ku, Tokyo, 105-8470, Japan.
| | - Hirofumi Michimae
- School of Pharmacy, Department of Clinical Medicine (Biostatistics), Kitasato University, 5-9-1 Shirokane Minato-ku, Tokyo, 108-8642, Japan
| | - Yasuharu Nakahara
- Department of Respiratory Medicine, National Hospital Organization, Himeji Medical Centre, 68 Hon-machi, Himeji-shi, Hyogo, 670-8520, Japan
| | - Shinobu Akagawa
- Department of Respiratory Medicine, National Hospital Organization, Tokyo National Hospital, 3-1-1 Takeoka, Kiyose-shi, Tokyo, 204-8585, Japan
| | - Kazuhiko Nakagawa
- Department of Respiratory Medicine, Japanese Red Cross Osaka Hospital, 5-30 Fudegasakicho, Tennoji-ku, Osaka, 543-8555, Japan
| | - Yuji Minegishi
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School University, 1-1-5 Sendagi Bunkyo-ku, Tokyo, 113-8602, Japan
- Department of Respiratory Medicine, Mitsui Memorial Hospital, Kanda-Izumi-cho 1, Chiyoda-ku, Tokyo, 101-8643, Japan
| | - Takashi Ogura
- Department of Respiratory Medicine, Kanagawa Cardiovascular and Respiratory Centre, 6-16-1 Tomioka-higashi Kanazawa-ku, Yokohama-shi, Kanagawa, 236-0051, Japan
| | - Shigeto Hontsu
- Department of Respiratory Medicine, Nara Medical University, 840 Shijo-cho, Kashihara, Nara, 634-8521, Japan
| | - Hiroshi Date
- Department of Thoracic Surgery, Kyoto University Graduate School of Medicine, 54 Shogoin-Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan
| | - Sakae Homma
- Department of Pulmonary Medicine, Toho University School of Medicine, 5-21-16 Omori-nishi, Ota-ku, Tokyo, 143-8540, Japan
| | - Kazuma Kishi
- Department of Respiratory Medicine, Respiratory Centre, Toranomon Hospital, 2-2-2 Toranomon Minato-ku, Tokyo, 105-8470, Japan
- Department of Pulmonary Medicine, Toho University School of Medicine, 5-21-16 Omori-nishi, Ota-ku, Tokyo, 143-8540, Japan
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Michimae H, Emura T, Miyamoto A, Kishi K. Bayesian parametric estimation based on left-truncated competing risks data under bivariate Clayton copula models. J Appl Stat 2024; 51:2690-2708. [PMID: 39290358 PMCID: PMC11404384 DOI: 10.1080/02664763.2024.2315458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 01/16/2024] [Indexed: 09/19/2024]
Abstract
In observational/field studies, competing risks and left-truncation may co-exist, yielding 'left-truncated competing risks' settings. Under the assumption of independent competing risks, parametric estimation methods were developed for left-truncated competing risks data. However, competing risks may be dependent in real applications. In this paper, we propose a Bayesian estimator for both independent competing risks and copula-based dependent competing risks models under left-truncation. The simulations show that the Bayesian estimator for the copula-based dependent risks model yields the desired performance when competing risks are dependent. We also comprehensively explore the choice of the prior distributions (Gamma, Inverse-Gamma, Uniform, half Normal and half Cauchy) and hyperparameters via simulations. Finally, two real datasets are analyzed to demonstrate the proposed estimators.
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Affiliation(s)
- Hirofumi Michimae
- School of Pharmacy, Department of Clinical Medicine (Biostatistics), Kitasato University, Tokyo, Japan
| | - Takeshi Emura
- Biostatistics Center, Kurume University, Kurume, Japan
- Research Center for Medical and Health Data Science, Institute of Statistical Mathematics, Tokyo, Japan
| | - Atsushi Miyamoto
- Department of Respiratory Medicine, National Hospital Organization, Tokyo National Hospital, Tokyo, Japan
| | - Kazuma Kishi
- Department of Respiratory Medicine, Toho University School of Medicine, Tokyo, Japan
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Harrison M, Kavanagh G, Corte TJ, Troy LK. Drug-induced interstitial lung disease: a narrative review of a clinical conundrum. Expert Rev Respir Med 2024; 18:23-39. [PMID: 38501199 DOI: 10.1080/17476348.2024.2329612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 03/08/2024] [Indexed: 03/20/2024]
Abstract
INTRODUCTION Drug-induced interstitial lung disease (DI-ILD) is increasing in incidence, due to the use of many new drugs across a broad range of cancers and chronic inflammatory diseases. The presentation and onset of DI-ILD are variable even for the same drug across different individuals. Clinical suspicion is essential for identifying these conditions, with timely drug cessation an important determinant of outcomes. AREAS COVERED This review provides a comprehensive and up-to-date summary of epidemiology, risk factors, pathogenesis, diagnosis, treatment, and prognosis of DI-ILD. Relevant research articles from PubMed and Medline searches up to September 2023 were screened and summarized. Specific drugs including immune checkpoint inhibitors, CAR-T cell therapy, methotrexate, and amiodarone are discussed in detail. The potential role of pharmacogenomic profiling for lung toxicity risk is considered. EXPERT OPINION DI-ILD is likely to be an increasingly important contributor to respiratory disability in the community. These conditions can negatively impact quality of life and patient longevity, due to associated respiratory compromise as well as cessation of evidence-based therapy for the underlying disease. This clinical conundrum is relevant to all areas of medicine, necessitating increased understanding and greater vigilance for drug-related lung toxicity.
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Affiliation(s)
- Megan Harrison
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Grace Kavanagh
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Tamera J Corte
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - Lauren K Troy
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
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Hanibuchi M, Ogino H, Sato S, Nishioka Y. Current pharmacotherapies for advanced lung cancer with pre-existing interstitial lung disease : A literature review and future perspectives. THE JOURNAL OF MEDICAL INVESTIGATION 2024; 71:9-22. [PMID: 38735730 DOI: 10.2152/jmi.71.9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]
Abstract
Patients with interstitial lung disease (ILD), especially those with idiopathic pulmonary fibrosis, are at increased risk of developing lung cancer (LC). Pharmacotherapy for advanced LC has dramatically progressed in recent years;however, management of LC with pre-existing ILD (LC-ILD) is challenging due to serious concerns about the risk of acute exacerbation of ILD (AE-ILD). As patients with LC-ILD have been excluded from most prospective clinical trials of advanced LC, optimal pharmacotherapy remains to be elucidated. Although the antitumor activity of first-line platinum-based cytotoxic chemotherapy appears to be similar in advanced LC patients with or without ILD, its impact on the survival of patients with LC-ILD is limited. Immune checkpoint inhibitors may hold promise for long-term survival, but many challenges remain, including safety and appropriate patient selection. Further understanding the predictive factors for AE-ILD after receiving pharmacotherapy in LC-ILD may lead to appropriate patient selection and lower treatment risk. The aim of this review was to summarize the current evidence related to pharmacotherapy for advanced LC-ILD and discuss emerging areas of research. J. Med. Invest. 71 : 9-22, February, 2024.
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Affiliation(s)
- Masaki Hanibuchi
- Department of Community Medicine for Respirology, Hematology, and Metabolism, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Hirokazu Ogino
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Seidai Sato
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Yasuhiko Nishioka
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
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