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1.
Cureus ; 16(7): e63615, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39092378

RESUMO

Non-small cell lung cancer (NSCLC) is the most common type of lung cancer, often diagnosed at the advanced stage (metastatic). Treatment options for metastatic NSCLC include radiotherapy, chemotherapy, target drug therapy, and immunotherapy. Immunotherapy (utilization of checkpoint inhibitors) boosts the immune system to recognize and destroy cancer cells. However, it is often associated with immune-related complications such as pneumonitis. This review aims to determine the incidence of pneumonitis in metastatic NSCLC patients treated with different immunotherapy drugs. PubMed, Cochrane Library, and Embase databases were scoured for randomized controlled trials (RCTs) until October 2023. Published RCTs with similar research objectives were included, while non-English articles, reviews, case reports, ongoing trials, non-randomized studies, conference abstracts, and studies on small cell lung cancer (SCLC) were excluded. The Cochrane risk-of-bias tool for randomized trials (RoB 2) was used to assess the risk of bias among the included studies. The statistical analyses were performed with the Comprehensive Meta-Analysis software. The subgroup analysis of the 16 included RCTs showed that metastatic NSCLC patients treated with nivolumab and pembrolizumab had a higher incidence of any grade pneumonitis than those treated with atezolizumab (4.5% and 5.1% vs. 1.6%, respectively). Similarly, the incidence of grade ≥3 pneumonitis was higher among patients receiving nivolumab (1.3%) and pembrolizumab (2.4%) than those receiving atezolizumab (0.7%). Furthermore, the subgroup analysis showed that patients with naive-treated NSCLC on immunotherapy had a higher incidence of any grade pneumonitis than those with previously treated NSCLC (6.5% vs. 3.9%). Treatment-naive patients recorded higher grade ≥3 pneumonitis incidences than those previously treated (3.1% vs. 1.3%). Programmed death 1 (PD-1) inhibitors (i.e., pembrolizumab and nivolumab) have higher incidences of pneumonitis than programmed death-ligand 1 inhibitors (atezolizumab).

2.
Cureus ; 16(5): e59541, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38826911

RESUMO

Idelalisib, a phosphoinositide 3-kinase delta (PI3Kδ) inhibitor, effectively treats relapsed chronic lymphocytic leukemia (CLL). While this targeted approach offers a therapeutic edge, particularly in B-cell malignancies, it is associated with complications such as pneumonitis. This report details idelalisib-induced pneumonitis, highlighting the importance of early diagnosis and tailored treatment in achieving a favorable patient outcome.

4.
Respir Res ; 25(1): 25, 2024 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-38200501

RESUMO

BACKGROUND: Drug-induced interstitial lung disease (DIILD) is a serious adverse event potentially induced by any antineoplastic agent. Whether cancer patients are predisposed to a higher risk of DIILD after receiving immune checkpoint inhibitors (ICIs) is unknown. METHODS: This study retrospectively assessed the cumulative incidence of DIILD in consecutive cancer patients who received post-ICI antineoplastic treatment within 6 months from the final dose of ICIs. There was also a separate control cohort of 55 ICI-naïve patients with non-small cell lung cancer (NSCLC) who received docetaxel. RESULTS: Of 552 patients who received ICIs, 186 met the inclusion criteria. The cohort predominantly comprised patients with cancer of the lung, kidney/urinary tract, or gastrointestinal tract. The cumulative incidence of DIILD in the entire cohort at 3 and 6 months was 4.9% (95% confidence interval [CI] 2.4%-8.7%) and 7.2% (95% CI 4.0%-11.5%), respectively. There were significant differences according to cancer type (Gray's test, P = .04), with the highest cumulative incidence of DIILD in patients with lung cancer being 9.8% (95% CI 4.3%-18.0%) at 3 months and 14.2% (95% CI 7.3%-23.3%) at 6 months. DIILD was caused by docetaxel in six of these 11 lung cancer patients (54.5%). After matching, the cumulative incidence of docetaxel-induced ILD in patients with NSCLC in the post-ICI setting was higher than that in the ICI-naïve setting: 13.0% (95% CI 3.3%-29.7%) vs 4.3% (95% CI 0.3%-18.2%) at 3 months; and 21.7% (95% CI 7.9%-39.9%) vs 4.3% (95% CI 0.3%-18.2%) at 6 months. However, these were not significant differences (hazard ratio, 5.37; 95% CI 0.64-45.33; Fine-Gray P = .12). CONCLUSIONS: Patients with lung cancer were at high risk of developing DIILD in subsequent regimens after ICI treatment. Whether NSCLC patients are predisposed to additional risk of docetaxel-induced ILD by prior ICIs warrants further study.


Assuntos
Antineoplásicos , Carcinoma Pulmonar de Células não Pequenas , Doenças Pulmonares Intersticiais , Neoplasias Pulmonares , Humanos , Inibidores de Checkpoint Imunológico/efeitos adversos , Docetaxel/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Estudos Retrospectivos , Neoplasias Pulmonares/tratamento farmacológico , Antineoplásicos/efeitos adversos , Doenças Pulmonares Intersticiais/induzido quimicamente , Doenças Pulmonares Intersticiais/diagnóstico , Doenças Pulmonares Intersticiais/epidemiologia
5.
Cancer Med ; 13(1): e6898, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38164067

RESUMO

BACKGROUND: Rituximab-based combinations are the standard of care in diffuse large B-cell lymphoma (DLBCL) and follicular lymphoma (FL). Despite being on market for over 20 years, some of the adverse effects associated with the use of rituximab are not well known. Drug-induced interstitial pneumonitis (DIP) is a potentially fatal complication of the treatment. Granulocyte colony-stimulating factors (G-CSF) are supportive agents commonly used to prevent neutropenic infections. G-CSF are reported to have pulmonary toxicity, but the risk of DIP is greater when used in combination with other potentially pulmotoxic agents. METHODS: In this retrospective study, we reported the G-CSF use and risk of DIP in 234 DLBCL patients and 87 FL patients receiving R-CHOP-type immunochemotherapy. RESULTS: In 72% of patients, the treatment included a G-CSF support. The overall incidence of treatment-induced pneumonitis was 6.9% in this patient group. All the DIP cases (n = 16) were among patients receiving G-CSF support (p = 0.03). Older age (over 60 years) and higher disease stage (Ann Arbor 3-4) also increased the risk of DIP. CONCLUSIONS: These findings suggest that the use of G-CSF increases the risk of DIP, when used in combination with rituximab-containing regimen.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Ciclofosfamida , Doxorrubicina , Fator Estimulador de Colônias de Granulócitos , Linfoma Folicular , Linfoma Difuso de Grandes Células B , Prednisona , Rituximab , Vincristina , Humanos , Rituximab/efeitos adversos , Rituximab/uso terapêutico , Rituximab/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Masculino , Fator Estimulador de Colônias de Granulócitos/uso terapêutico , Fator Estimulador de Colônias de Granulócitos/administração & dosagem , Feminino , Linfoma Difuso de Grandes Células B/tratamento farmacológico , Pessoa de Meia-Idade , Vincristina/efeitos adversos , Vincristina/uso terapêutico , Ciclofosfamida/efeitos adversos , Ciclofosfamida/uso terapêutico , Idoso , Estudos Retrospectivos , Prednisona/uso terapêutico , Prednisona/efeitos adversos , Prednisona/administração & dosagem , Doxorrubicina/efeitos adversos , Doxorrubicina/uso terapêutico , Adulto , Linfoma Folicular/tratamento farmacológico , Doenças Pulmonares Intersticiais/induzido quimicamente , Idoso de 80 Anos ou mais , Pneumonia/induzido quimicamente , Fatores de Risco , Adulto Jovem
7.
Cureus ; 15(7): e42116, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37602136

RESUMO

Trastuzumab is a recombinant immunoglobulin G1 monoclonal antibody used to treat human epidermal growth factor receptor 2 (HER2) cancers. Trastuzumab-induced interstitial pneumonitis is a rare adverse effect reported in a few patients. Interstitial pneumonitis presents as symptoms of dyspnea, hypoxia, cough, and fever. If the patient is treated early, corticosteroids can slow or reverse the disease progression. A 41-year-old woman presented with dyspnea and a dry cough three weeks after her third cycle of trastuzumab therapy for breast cancer. A diagnosis of trastuzumab-induced interstitial pneumonitis was made after multiple other disease processes were ruled out. The patient was started on methylprednisolone while inpatient and transitioned to prednisone for outpatient therapy. The patient was maintained on 2-3L of oxygen throughout her hospital stay and was discharged on 3L of oxygen through nasal cannula. Trastuzumab was never restarted after discharge. There have been many trials evaluating the safety, efficacy, and optimal treatment regimen of trastuzumab, but there are only a few reports of interstitial pneumonitis adverse reaction. The lack of correlation and limited cases make this adverse effect very difficult to diagnose and monitor. New trials and case reports can bring an insight into contributing factors, symptoms at onset, and treatment for future patients. With the increase in use of trastuzumab therapy, physicians should be aware of how to diagnose and treat the rare adverse reaction of trastuzumab-induced interstitial pneumonitis.

8.
Cureus ; 15(2): e35263, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36968860

RESUMO

Cyclophosphamide (CYC) is an immunosuppressive medication used to treat life-threatening complications of various rheumatic diseases like vasculitis and systemic lupus erythematosus. A rare side effect of this medication is pneumonitis, which occurs in less than 1% of patients. We describe a case of an 83-year-old woman with a past medical history of microscopic polyangiitis, who presented with progressive dyspnea at rest, exacerbated on exertion, and associated with orthopnea that was attributed to CYC-induced pneumonitis. Three months before this presentation, the patient was diagnosed with antineutrophil cytoplasmic antibodies (ANCA)-positive pauci-immune crescentic and necrotizing glomerulonephritis and started on CYC. On admission, a computed tomography (CT) chest showed worsening bilateral ground-glass opacities in a mosaic distribution and inter and intralobular septal thickening, not present on the CT performed three months prior. The patient underwent an extensive workup, which included an echocardiogram, bronchoscopy with bronchoalveolar lavage, and viral respiratory panel to rule out infectious and cardiac pathologies. She was started on empiric treatment with antibiotics and diuretics, however, despite these interventions, she continued with respiratory distress. A multidisciplinary team convened, and the diagnosis of CYC-induced lung injury was entertained. The CYC was discontinued, and the patient was started on prednisone with significant improvement in symptoms. This case highlights the importance of recognizing CYC as a rare cause of interstitial pneumonitis. When considering CYC-induced lung toxicity, other etiologies, such as opportunistic infections, cardiac etiologies, and diffuse alveolar hemorrhage, should be ruled out.

9.
J Oncol Pharm Pract ; 29(2): 479-483, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35658620

RESUMO

INTRODUCTION: Nivolumab, the monoclonal antibody inhibitor of programmed cell death protein 1, enhances the T-cell response, including anti-tumour responses, by blocking the attachment of programmed death-ligand 1 and programmed death-ligand 2 ligands to the programmed cell death protein 1 receptor, which in turn leads to a reduction in tumour growth. Nivolumab has been approved in relapsed or refractory classic Hodgkin's lymphoma after autologous transplantation of haematopoietic stem cell and treatment with brentuximab as monotherapy. CASE REPORT: We herewith report a case of 65-year-old woman who developed an interstitial pneumonitis and a global cardiac hypokinesis following a treatment with Nivolumab for a refractory Hodgkin's Lymphoma. Nivolumab was administered as the fifth line of therapy. Some concomitant patient treatments include drug with known autoimmune toxicities. Although the patient had a persistent complete remission following the sixth infusion, it was discontinued as she developed dyspnea of NYHA stage IV and orthopnea. The chest tomography revealed a bilateral micronodular pattern of organizing pneumonia with bilateral pleural effusion. The forced expiratory volume was decreased to 50%. In parallel her transthoracic echocardiography revealed a global hypokinesis with a left ventricular ejection fraction of 20%. MANAGEMENT AND OUTCOME: The patient was treated with empiric antibiotics although the microbial assessments were negative. She was also treated with beta-blocker and angiotensin-converting enzyme inhibitors. The cardiac magnetic resonance imaging performed after 4 months confirmed the hypokinetic cardiopathy with an ejection fraction of 48%. The patient had a significant clinical improvement. The tomography emission positron scan conducted 8 months after interruption of Nivolumab showed complete remission with some moderate activation of residual lesion basal posterior lobe of left lung field. DISCUSSION: Early and effective diagnosis of immune-related adverse events through the search for predictive biomarkers like drug factors and individual risk factors will allow targeted surveillance leading to a better tolerance.


Assuntos
Doença de Hodgkin , Pneumonia , Humanos , Feminino , Idoso , Nivolumabe/efeitos adversos , Doença de Hodgkin/tratamento farmacológico , Receptor de Morte Celular Programada 1 , Volume Sistólico , Função Ventricular Esquerda , Anticorpos Monoclonais/efeitos adversos
10.
Cureus ; 14(7): e26758, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35967130

RESUMO

Chemotherapy-related toxicity is a complex aspect of oncologic care. Pulmonary toxicity, in particular, poses a significant challenge, as it can have diverse presentations and can closely mimic other common complications of cancer treatment, such as infections. Azacitidine is an agent widely employed in high-risk myelodysplastic syndrome and acute myeloid leukemia. We present a case of azacitidine-induced pneumonitis, a rare adverse effect, in a 70-year-old patient with acute myeloid leukemia (AML) and hyperleukocytosis. After discontinuation of the drug and introduction of steroids, the patient had complete resolution of symptoms, highlighting the importance of identifying and addressing chemotherapy-induced pneumonitis.

11.
Clin Case Rep ; 10(6): e05941, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35662783

RESUMO

Venlafaxine-associated pulmonary toxicity is rare, with only a few reports of pneumonitis, eosinophilic pneumonia, and asthma. We report a case of venlafaxine-induced interstitial lung disease in a patient with coronavirus disease 2019 pandemic-related depression. Chest imaging findings improved after discontinuation of venlafaxine and treatment with corticosteroids.

12.
Cureus ; 14(6): e25665, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35677739

RESUMO

Introduction Radiation pneumonitis (RP) is a common dose-limiting toxicity of radiotherapy to the chest in lung cancer patients. Similarly, the revolutionary use of immune checkpoint inhibitors (ICIs) to treat lung cancer can be complicated by immune-related adverse events (irAEs), particularly checkpoint inhibitor pneumonitis (CIP). Our study aimed to assess the effect of immunotherapy, with and without radiotherapy, on pneumonitis and other outcomes. Methods We performed a retrospective chart review of 680 lung cancer patients treated with either radiotherapy, immunotherapy, or both at St. Luke's University Health Network to determine the incidence rates of pneumonitis. Then, a more extensive review of 346 patients was completed, 181 of whom had pneumonitis, to investigate risk factors and outcomes. Results All-grade pneumonitis incidence was 26.6% while more severe pneumonitis (grade 3 or higher) was 13%. Receiving programmed cell death-1 (PD-1) or ligand-1 (PD-L1) inhibitors, having squamous cell carcinoma (SCC), and having poorer performance status were independently and significantly associated with increased risk of pneumonitis, with AOR (adjusted odds ratios) of 8.32, 4.10, 2.91, and 1.71, respectively. Among those who had pneumonitis, more severe cases (grade 3 or higher) were related to immunotherapy, either alone (58.32%) or with radiation (55.7%), compared to radiation therapy alone (36.2%). Poorer performance status (defined as a higher Eastern Cooperative Oncology Group (ECOG) score) was the only covariate we found to be significantly and independently associated with reduced odds of 18-months survival. More of the patients treated with both lung radiation and immunotherapy had progressive disease (53.8%) compared to those treated with only radiation (30.4%) or immunotherapy (36.7). Progressive disease occurred more in patients with pneumonitis grade 3 or higher (48.3%) than those with no or low-grade pneumonitis (27.2%). Conclusion Receiving PD-L1 and PD-1 inhibitors, either with or without radiotherapy, was associated with a higher risk of more severe pneumonitis (PD-L1 > PD-1) than radiotherapy alone. Given its high incidence and complications, more about therapy-induced pneumonitis is yet to be studied. Learning more about pneumonitis' risk factors and complications is of great clinical importance, as it may result in better treatment planning and improved outcomes. Future studies are needed to investigate the suggested association between symptomatic pneumonitis and poorer response to treatment and whether SCC increases the risk of higher-grade pneumonitis.

13.
Intern Med ; 61(24): 3709-3712, 2022 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-35569994

RESUMO

A man in his 70s visited our department for dyspnea with pulmonary infiltrate that was unresolved by antibiotics. He had been taking Sansoninto for five years and doubled its dose a month ago. After discontinuing Sansoninto without any additional medications, his symptoms gradually disappeared, and pulmonary infiltration improved. Drug lymphocyte stimulation tests showed a positive result for Sansoninto. We diagnosed this patient with Sansoninto-induced lung injury. Sansoninto is a combination drug that consists of sansonin, bukuryo, senkyo, chimo, and kanzo. This paper reports the first case of Sansoninto-induced lung injury and discusses the mechanism considering its components.


Assuntos
Medicamentos de Ervas Chinesas , Lesão Pulmonar , Masculino , Humanos , Lesão Pulmonar/induzido quimicamente , Lesão Pulmonar/diagnóstico por imagem , Medicamentos de Ervas Chinesas/efeitos adversos , Pulmão/diagnóstico por imagem
14.
Cureus ; 14(2): e22295, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35350507

RESUMO

Immune checkpoint inhibitors (ICIs) are important novel agents used in advanced non-small cell lung cancer (NSCLC) standard regimens; however, their use increases the risk of immune-related adverse effects (IRAEs). The incidence of IRAE pneumonitis is well documented in ICI use. Corticosteroids continue to be the mainstay of treatment for IRAEs. Here we report one of the first cases of using infliximab to treat durvalumab-associated pneumonitis.

16.
Ecancermedicalscience ; 15: 1245, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34267801

RESUMO

Palbociclib is a cyclin dependent kinase (CDK) 4/6 inhibitor that is indicated in combination with an aromatase inhibitor for first-line treatment of hormone receptor-positive, human epidermal growth factor receptor 2 -negative advanced or metastatic breast cancer. The commonly described side effects of palbociclib are neutropenia, anaemia, thrombocytopenia, fatigue, nausea, stomatitis, alopecia, diarrhoea, decreased appetite, vomiting, asthenia, peripheral neuropathy and epistaxis. However, post approval, increasing use of this drug has revealed another potentially fatal complication, in the form of pneumonitis, especially in the Asian population. The PALOMA 3 trial showed that rates of grade 3 and grade 4 adverse events were modestly higher in Asians than non-Asians, though palbociclib exposure was similar in both races. From this, we could infer that adverse effects of this drug must be monitored more specifically in individual racial populations. We report a patient who developed pneumonitis while on palbociclib and discuss the possible mechanisms and management of CDK 4/6 inhibitor-related lung injury.

17.
Case Rep Oncol ; 14(2): 733-738, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34177523

RESUMO

Drug-induced interstitial lung disease (DI-ILD) is a rare, yet life-threatening complication associated with tyrosine-kinase inhibitor (TKI) therapy. Third-generation epidermal growth factor receptor-TKI, osimertinib use can be associated with a benign radiological finding called transient asymptomatic pulmonary opacities that can be confused with an infectious pulmonary process resulting in overtreatment with antibiotics or premature treatment withdrawal or severe DI-ILD. In this case, our patient with newly diagnosed metastatic non-small cell lung cancer on treatment with osimertinib developed very early onset severe DI-ILD (grade-IV) with a unique pattern of pulmonary involvement and was treated with high-dose corticosteroids with a response. She was later successfully rechallenged with osimertinib and responded well to the treatment. Our case highlights the importance of being cognizant of the possibility that DI-ILD can rarely occur within a week of treatment initiation with osimertinib and safe reintroduction of the drug is possible in select patients following complete resolution of pulmonary radiographic findings and clinical symptoms even with high-grade adverse events.

18.
Transl Lung Cancer Res ; 10(3): 1576-1581, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33889531

RESUMO

Awareness of the immune-related adverse event of programmed cell death protein-1 (PD-1) inhibitor-induced pneumonitis is important. Herein, we report the clinical course of 3 patients suspected to have PD-1 inhibitor-induced pneumonitis after cessation of PD-1 inhibitor treatment. In case 1, a 62-year-old man was diagnosed with stage IVA adenocarcinoma. Nivolumab monotherapy was prescribed as second-line therapy and later discontinued due to financial reasons. Seven months after the final administration of nivolumab, the patient developed what we diagnosed as nivolumab-induced pneumonitis. The patient was immediately prescribed prednisolone (1 mg/kg p.o. daily), and the pneumonitis resolved after 1.5 months. In case 2, a 68-year-old man was diagnosed with stage IVB squamous cell carcinoma. Nivolumab monotherapy was prescribed as fourth-line therapy. After the second administration of nivolumab, the patient developed what we diagnosed as nivolumab-induced pneumonitis; nivolumab was discontinued, and the patient was immediately prescribed prednisolone (1 mg/kg p.o. daily). Eight months after the final administration of nivolumab, the patient again developed nivolumab-induced pneumonitis. The pneumonitis resolved without additional medication. In case 3, a 69-year-old man was diagnosed with stage IVB adenocarcinoma. Pembrolizumab monotherapy was initiated as sixth-line therapy, and it was discontinued after 4 cycles due to disease progression. Four months after the final dose of pembrolizumab, the patient developed what we diagnosed as pembrolizumab-induced pneumonitis. The patient immediately received a high intravenous dose of methylprednisolone (1,000 mg per day for three days). The pneumonitis and respiratory failure progressed, and he died 8 weeks after the onset of the pneumonitis. We report pneumonitis after discontinuation of ICIs in 3 patients. We confirm that, although uncommon, PD-1 inhibitor-induced irAEs can develop after treatment discontinuation. Further accumulation of cases and clarification of the clinical features of patients with irAEs, such as the time of onset, imaging findings, and treatment outcomes are needed.

19.
Lung India ; 38(2): 144-148, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33687008

RESUMO

INTRODUCTION: Organizing pneumonia (OP) is an idiopathic interstitial pneumonia characterized radiologically by the patchy peripheral areas of ground-glass opacities and consolidation. It is commonly associated with a variety of conditions such as connective tissue diseases (CTD), drugs, infections, malignancy, radiation exposure, post-transplant, and other interstitial pneumonia. There are no specific clinical manifestations unless there is an underlying etiology. We present a series of such cases. AIMS AND OBJECTIVES: The aim of the study was to identify the clinical characteristics and etiological spectrum of patients manifesting radiologically with OP pattern. MATERIALS AND METHODS: This was a retrospective analysis of clinico-radiological profile and etiological diagnosis of 23 patients, who had a radiological diagnosis of OP during the period of January 2017-September 2019. RESULTS: Our patients presented with nonspecific symptoms of cough, fever, breathlessness, and occasionally with hemoptysis. The various etiologies identified were CTD (n = 4), infection (n = 2), drugs (n = 4), radiation (n = 1), chronic aspiration syndrome (n = 1), malignancy (n = 2), hypersensitivity pneumonitis (n = 1), and chronic heart failure (n = 2), and in majority (n = 7), no underlying etiology was evident and were labeled as cryptogenic organizing pneumonia. CONCLUSION: OP is an underdiagnosed entity and is associated with numerous diseases varying from pulmonary tuberculosis to malignancy. Identification of the underlying disease process is of paramount importance as it enables the treating physician to implement necessary therapeutic interventions.

20.
Cancers (Basel) ; 13(4)2021 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-33562011

RESUMO

BACKGROUND: Coronavirus disease 2019 (COVID-19) pneumonia and immune checkpoint inhibitor (ICI) therapy-related pneumonitis share common features. The aim of this study was to determine on chest computed tomography (CT) images whether a deep convolutional neural network algorithm is able to solve the challenge of differential diagnosis between COVID-19 pneumonia and ICI therapy-related pneumonitis. METHODS: We enrolled three groups: a pneumonia-free group (n = 30), a COVID-19 group (n = 34), and a group of patients with ICI therapy-related pneumonitis (n = 21). Computed tomography images were analyzed with an artificial intelligence (AI) algorithm based on a deep convolutional neural network structure. Statistical analysis included the Mann-Whitney U test (significance threshold at p < 0.05) and the receiver operating characteristic curve (ROC curve). RESULTS: The algorithm showed low specificity in distinguishing COVID-19 from ICI therapy-related pneumonitis (sensitivity 97.1%, specificity 14.3%, area under the curve (AUC) = 0.62). ICI therapy-related pneumonitis was identified by the AI when compared to pneumonia-free controls (sensitivity = 85.7%, specificity 100%, AUC = 0.97). CONCLUSIONS: The deep learning algorithm is not able to distinguish between COVID-19 pneumonia and ICI therapy-related pneumonitis. Awareness must be increased among clinicians about imaging similarities between COVID-19 and ICI therapy-related pneumonitis. ICI therapy-related pneumonitis can be applied as a challenge population for cross-validation to test the robustness of AI models used to analyze interstitial pneumonias of variable etiology.

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