1
|
Sumon MSI, Hossain MSA, Al-Sulaiti H, Yassine HM, Chowdhury MEH. Enhancing Influenza Detection through Integrative Machine Learning and Nasopharyngeal Metabolomic Profiling: A Comprehensive Study. Diagnostics (Basel) 2024; 14:2214. [PMID: 39410618 PMCID: PMC11476346 DOI: 10.3390/diagnostics14192214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 09/24/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Nasal and nasopharyngeal swabs are commonly used for detecting respiratory viruses, including influenza, which significantly alters host cell metabolites. This study aimed to develop a machine learning model to identify biomarkers that differentiate between influenza-positive and -negative cases using clinical metabolomics data. Method: A publicly available dataset of 236 nasopharyngeal samples screened via liquid chromatography-quadrupole time-of-flight (LC/Q-TOF) mass spectrometry was used. Among these, 118 samples tested positive for influenza (40 A H1N1, 39 A H3N2, 39 Influenza B), while 118 were negative controls. A stacking-based model was proposed using the top 20 selected features. Thirteen machine learning models were initially trained, and the top three were combined using predicted probabilities to form a stacking classifier. Results: The ExtraTrees stacking model outperformed other models, achieving 97.08% accuracy. External validation on a prospective cohort of 96 symptomatic individuals (48 positive and 48 negatives for influenza) showed 100% accuracy. SHAP values were used to enhance model explainability. Metabolites such as Pyroglutamic Acid (retention time: 0.81 min, m/z: 84.0447) and its in-source fragment ion (retention time: 0.81 min, m/z: 130.0507) showed minimal impact on influenza-positive cases. On the other hand, metabolites with a retention time of 10.34 min and m/z 106.0865, and a retention time of 8.65 min and m/z 211.1376, demonstrated significant positive contributions. Conclusions: This study highlights the effectiveness of integrating metabolomics data with machine learning for accurate influenza diagnosis. The stacking-based model, combined with SHAP analysis, provided robust performance and insights into key metabolites influencing predictions.
Collapse
Affiliation(s)
| | - Md Sakib Abrar Hossain
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (M.S.I.S.); (M.S.A.H.)
| | - Haya Al-Sulaiti
- Department of Biomedical Sciences, College of Health Sciences, Qatar University, Doha 2713, Qatar;
- Biomedical Research Center, Qatar University, Doha 2713, Qatar
| | - Hadi M. Yassine
- Biomedical Research Center, Qatar University, Doha 2713, Qatar
| | - Muhammad E. H. Chowdhury
- Department of Electrical Engineering, Qatar University, Doha 2713, Qatar; (M.S.I.S.); (M.S.A.H.)
| |
Collapse
|
2
|
Cuellar-Rodriguez JM, van Duin D. Cytomegalovirus Disease: Fine-Tuning Clinical Trial Enrollment and Standardization. Clin Infect Dis 2024; 79:795-796. [PMID: 39073760 PMCID: PMC11426254 DOI: 10.1093/cid/ciae319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 06/10/2024] [Indexed: 07/30/2024] Open
Affiliation(s)
- Jennifer M Cuellar-Rodriguez
- Transplant Infectious Diseases, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - David van Duin
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| |
Collapse
|
3
|
Duggal N, Gupta P, Ambalavanan N, Gupta N, Muthu V. The need for "eagle-eyed screening": Owl's eyes in bronchoalveolar lavage cytology. Diagn Cytopathol 2024; 52:533-537. [PMID: 39031526 DOI: 10.1002/dc.25384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/05/2024] [Accepted: 07/10/2024] [Indexed: 07/22/2024]
Affiliation(s)
- Nisha Duggal
- Department of Cytology and Gynecologic Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Parikshaa Gupta
- Department of Cytology and Gynecologic Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nivetha Ambalavanan
- Department of Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nalini Gupta
- Department of Cytology and Gynecologic Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Valliappan Muthu
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| |
Collapse
|
4
|
Krishnasamy Naido SN, Mano Geran S, Adam Khan NK, An N. Progressive Lung Consolidation in HIV Amidst the COVID-19 Pandemic: Evaluating Probable Cytomegalovirus Pneumonia and the Importance of Early Empirical Treatment. Cureus 2024; 16:e65921. [PMID: 39100809 PMCID: PMC11292457 DOI: 10.7759/cureus.65921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2024] [Indexed: 08/06/2024] Open
Abstract
We present the case of a young male who was diagnosed with HIV in 2012. However, his initiation of antiretroviral therapy (ART) was delayed until 2018 due to issues related to his acceptance and acknowledgment of the disease. In April 2021, the patient presented with hemoptysis, shortness of breath, and constitutional symptoms. Initial extensive workup for tuberculosis (TB) and other respiratory pathogens returned negative. Despite this, he was treated for smear-negative pulmonary TB and pneumocystis pneumonia (PCP) and was subsequently discharged. He then had recurrent hospital admissions due to worsening respiratory symptoms, with short intervals between recovery and recurrence. Each admission saw an increase in his oxygen requirements. Throughout these hospitalizations, tests for coronavirus disease 2019 (COVID-19) were consistently negative. TB and PCP treatment continued throughout his admissions. Despite various treatments, his condition continued to deteriorate. A DNA polymerase chain reaction (DNA PCR) test for cytomegalovirus (CMV) was eventually conducted. Unfortunately, the patient succumbed to progressive respiratory failure, and the CMV DNA PCR returned positive a week after his death. In the era of COVID-19, this case underscores the importance of early diagnosis and timely antiviral treatment.
Collapse
Affiliation(s)
- Sargunann Naidu Krishnasamy Naido
- Diabetes and Endocrinology, Whittington Hospital NHS Foundation Trust, London, GBR
- HIV and Infectious Diseases, Hospital Sultan Abdul Halim, Sungai Petani, MYS
| | - Suria Mano Geran
- Stroke Medicine, Russells Hall Hospital, The Dudley Group NHS Foundation Trust, Dudley, GBR
- Cardiology, Queen's Hospital, Barking, Havering and Redbridge University Hospitals NHS Trust, Romford, GBR
| | - Nashriq Khan Adam Khan
- Acute Medicine, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, GBR
- HIV and Infectious Diseases, Hospital Sultan Abdul Halim, Sungai Petani, MYS
| | - Noralfazita An
- HIV and Infectious Diseases, Hospital Sultan Abdul Halim, Sungai Petani, MYS
| |
Collapse
|
5
|
Perrotta F, Piscopiello D, Rizzo D, Iosa G, Garzya G, Calò P, Gemma D. Cytomegalovirus Pneumonia in a Patient with Down Syndrome. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:242. [PMID: 38399530 PMCID: PMC10890385 DOI: 10.3390/medicina60020242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/16/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024]
Abstract
Down syndrome (DS) is a chromosomal disorder due to the presence of an additional chromosome 21 that causes intellectual deficit and physical anomalies and predisposes patients to develop infections throughout their lives. Pneumonias are more serious in patients with DS, requiring hospitalization, and they represent an important cause of mortality in this population. Cytomegalovirus (CMV) causes widespread and serious infections in immunocompromised individuals, affecting the respiratory tract and, when causing interstitial pneumonia, associated with a high mortality rate. However, CMV-induced pneumonia is not reported in DS patients. The prevalence and severity of CMV respiratory infections in subjects with DS is unknown. This case describes a 50-year-old female patient with DS who developed extensive bilateral pneumonia with severe respiratory failure which required hospitalization in intensive care, intubation, and mechanical ventilation after approximately 10 days of empiric antibiotic and anitimycotic therapy for fever, cough, and dyspnea. The patient was diagnosed with CMV pneumonia and recovered after treatment with ganciclovir. To the best of our knowledge, this is the first reported case of CMV pneumonia in a patient with DS. This case aims to highlight that CMV pneumonia in individuals with DS can be a life-threatening condition. It also clarifies the importance of early diagnosis of infections from opportunistic pathogens such as CMV to ensure timely and efficient treatment.
Collapse
Affiliation(s)
- Francesco Perrotta
- Department of Anesthesia and Intensive Care, Azienda Ospedaliera Cardinale Panico, 73039 Tricase, Italy; (D.P.); (D.R.); (G.I.); (G.G.); (P.C.); (D.G.)
| | | | | | | | | | | | | |
Collapse
|
6
|
Huang C, Solis D, Sahoo MK, Pinsky BA. Assessment of an automated Cytomegalovirus nucleic acid amplification test using clinical plasma, bronchoalveolar lavage, and tissue specimens. J Clin Virol 2023; 168:105582. [PMID: 37788527 DOI: 10.1016/j.jcv.2023.105582] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 09/04/2023] [Accepted: 09/08/2023] [Indexed: 10/05/2023]
Abstract
BACKGROUND Cytomegalovirus (CMV) causes significant morbidity and mortality in immunocompromised patients, particularly transplant recipients. Quantitation of CMV DNA in peripheral blood is used to monitor prophylactic and pre-emptive approaches to prevent CMV disease, whereas CMV DNA testing of non-plasma specimens may aid in the diagnosis of end-organ disease. METHODS The analytical performance of the FDA-approved Aptima CMV Quant Assay was evaluated using reference CMV (SeraCare) diluted in defibrinated human plasma, as well as negative bronchoalveolar lavage fluid and tissue. Agreement was determined using 100 clinical acid-citrate-dextrose (ACD) plasma specimens, 77 bronchoalveolar lavage (BAL) fluids, and 101 tissues previously tested using artus CMV qPCR. RESULTS Aptima CMV lower limit of detection (LLOD) was 169 IU/mL for ACD plasma, 100 IU/mL for BAL, and 50 IU/mL for tissue. Positive percent agreement (PPA) was 100.0% (50/50; 95% CI: 92.9% - 100.0%) and negative percent agreement (NPA) was 94.0% (47/50; 95% CI: 83.5% - 98.8%) for ACD plasma. Bland-Altman analysis revealed a bias of 0.20 log10 IU/mL (Aptima - artus) with 95% limits of agreement of -0.53 to 0.93. For BAL fluids, PPA was 70.0% (14/20; 95% CI: 45.7% - 88.1%) and NPA was 82.4% (43/51; 95% CI: 69.1% - 91.6%). For tissues, PPA was 90.0% (45/50; 95% CI: 78.2% - 96.7%) and NPA was 94.0% (47/50; 95% CI: 83.5% - 98.8%). CONCLUSIONS The Aptima CMV Quant Assay demonstrates high analytical sensitivity and good overall agreement using clinical plasma and tissue specimens.
Collapse
Affiliation(s)
- ChunHong Huang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel Solis
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Malaya K Sahoo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Benjamin A Pinsky
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| |
Collapse
|
7
|
Berengua C, Miró E, Gutiérrez C, Sánchez M, Mulero A, Ramos P, Del Cuerpo M, Torrego A, García-Cadenas I, Pajares V, Navarro F, Martino R, Rabella N. Detection of cytomegalovirus in bronchoalveolar lavage fluid from immunocompromised patients with pneumonitis by viral culture and DNA quantification. J Virol Methods 2023; 317:114743. [PMID: 37116585 DOI: 10.1016/j.jviromet.2023.114743] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/22/2023] [Accepted: 04/25/2023] [Indexed: 04/30/2023]
Abstract
PURPOSE To compare the detection of human cytomegalovirus (HCMV) in bronchoalveolar lavage (BAL) fluid by viral culture and quantitative polymerase chain reaction (qPCR), and to establish a viral load threshold that can identify cases of HCMV replication indicative of pneumonitis. There is currently no universal viral load cut-off to differentiate between patients with and without pneumonitis, and the interpretation of qPCR results is challenging. METHODS 176 consecutive BAL samples from immunosuppressed hosts with signs and/or symptoms of respiratory infection were prospectively studied by viral culture and qPCR. RESULTS Concordant results were obtained in 81.25% of the BAL samples. The rest were discordant, as only 34% of the qPCR-positive BAL samples were positive by culture. The median HCMV load was significantly higher in culture-positive than in culture-negative BAL samples (5,038 vs 178 IU/mL). Using a cut-off value of 1,258 IU/mL of HCMV in BAL, pneumonia was diagnosed with a sensitivity of 76%, a specificity of 100%, a VPP of 100% and VPN of 98%, and HCMV was isolated in 100% of the BAL cultures. CONCLUSION We found that a qPCR-negative was a quick and reliable way of ruling out HCMV pneumonitis, but a positive result did not always indicate clinically significant replication in the lung. However, an HCMV load in BAL fluid of ≥1,258 IU/mL was always associated with disease, whereas <200 IU/mL rarely so.
Collapse
Affiliation(s)
- C Berengua
- Genetics and Microbiology Department. Universitat Autònoma de Barcelona. Spain; Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain.
| | - E Miró
- Genetics and Microbiology Department. Universitat Autònoma de Barcelona. Spain; Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - C Gutiérrez
- Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain
| | - M Sánchez
- Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain
| | - A Mulero
- Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain
| | - P Ramos
- Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain
| | - M Del Cuerpo
- Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain
| | - A Torrego
- Pneumology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - I García-Cadenas
- Pneumology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - V Pajares
- Pneumology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - F Navarro
- Genetics and Microbiology Department. Universitat Autònoma de Barcelona. Spain; Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - R Martino
- Hematology Department. Hospital de la Santa Creu I Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| | - N Rabella
- Genetics and Microbiology Department. Universitat Autònoma de Barcelona. Spain; Microbiology Department. Hospital de la Santa Creu i Sant Pau. Barcelona. Spain; Sant Pau Institute of Biomedical Research (IIb Sant Pau) Barcelona. Spain
| |
Collapse
|
8
|
Quantitative PCR for the Diagnosis of HCMV Pneumonia in HSCT Recipients and Other Immunocompromised Hosts. HEMATO 2023. [DOI: 10.3390/hemato4010008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Pneumonia is among the most serious manifestations of HCMV infection, with high morbidity and mortality. Probable pneumonia is defined as the detection of HCMV in bronchoalveolar lavage (BAL) by viral isolation or DNA quantification (qPCR) combined with symptoms and/or signs of respiratory infection. However, currently, there is no reproducible and well-defined viral load (VL) from BAL that can reliably differentiate patients with pneumonia from the much more common detection of viral DNA in seropositive patients without true HCMV pneumonia. Several studies have been published with the aim of establishing an optimal VL for differentiating pneumonia from viral lung shedding. The aim of this review is to collect and analyze the methodology and the conclusions obtained in studies whose objectives included the correlation between HCMV VL in BAL and/or the plasma and the occurrence of HCMV pneumonia. For this purpose, a total of 14 articles have been included. There are some conclusions on which they all agree. PCR techniques were more sensitive and had a higher NPV than culture techniques but were less specific and had a low PPV. The mean HCMV loads in both BAL and the plasma were significantly higher in patients with pneumonitis than in those without. The HCMV load in patients with pneumonitis was higher in BAL than in the plasma, making qPCR in BAL a better predictor of HCMV pneumonitis than in the plasma. Nevertheless, this review highlights the difficulty of establishing a universal VL value, both in BAL and in the blood, to differentiate patients with HCMV pneumonia from those without. To complete the information available in these studies, prospective multicentre studies would be required. Methodologically, a large number of patients with HCMV pneumonitis would have to be included, and a subclassification of the type of immunosuppression of each patient should be made in order to obtain an optimal VL threshold in different host groups.
Collapse
|
9
|
Abstract
We report on a case of delayed presentation of COVID-19 in a postpartum immunosuppressed patient with the confounding variable of cytomegalovirus viremia. This case highlights the importance of maintaining high suspicion for COVID-19 disease even with delayed onset of symptoms, as this diagnosis as important treatment and public health implications.
Collapse
|
10
|
Burkovsky L, Kahloan WM, Acharya A, Nair G, Conti RAS. A rare case of cytomegalovirus causing respiratory failure and a large pericardial effusion. J Community Hosp Intern Med Perspect 2021; 11:693-697. [PMID: 34567467 PMCID: PMC8462861 DOI: 10.1080/20009666.2021.1954283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Cytomegalovirus (CMV) infection is asymptomatic in the majority of immunocompetent patients. However, it can cause severe presentations, particularly in patients who are immunocompromised. We are reporting a rare association between respiratory failure secondary to cavitary pneumonia and a large pericardial effusion due to CMV infection in a patient with human immunodeficiency virus. The patient presented with hypoxic respiratory failure and a large pericardial effusion at risk of tamponade. After extensive investigation, the sole pathogen identified in the patient’s bronchoalveolar lavage and pericardial fluid was CMV.
Collapse
Affiliation(s)
- Leah Burkovsky
- Internal Medicine, Saba University School of Medicine, the Bottom, Saba, Netherland Antilles
| | - Wahab M Kahloan
- Internal Medicine, Saba University School of Medicine, the Bottom, Saba, Netherland Antilles
| | | | - Gayatri Nair
- Internal Medicine, Saint Agnes Hospital, Baltimore, MD, USA
| | | |
Collapse
|
11
|
Nasopharyngeal metabolomics and machine learning approach for the diagnosis of influenza. EBioMedicine 2021; 71:103546. [PMID: 34419924 PMCID: PMC8385175 DOI: 10.1016/j.ebiom.2021.103546] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/02/2021] [Accepted: 08/06/2021] [Indexed: 12/03/2022] Open
Abstract
Background Respiratory virus infections are significant causes of morbidity and mortality, and may induce host metabolite alterations by infecting respiratory epithelial cells. We investigated the use of liquid chromatography quadrupole time-of-flight mass spectrometry (LC/Q-TOF) combined with machine learning for the diagnosis of influenza infection. Methods We analyzed nasopharyngeal swab samples by LC/Q-TOF to identify distinct metabolic signatures for diagnosis of acute illness. Machine learning models were performed for classification, followed by Shapley additive explanation (SHAP) analysis to analyze feature importance and for biomarker discovery. Findings A total of 236 samples were tested in the discovery phase by LC/Q-TOF, including 118 positive samples (40 influenza A 2009 H1N1, 39 influenza H3 and 39 influenza B) as well as 118 age and sex-matched negative controls with acute respiratory illness. Analysis showed an area under the receiver operating characteristic curve (AUC) of 1.00 (95% confidence interval [95% CI] 0.99, 1.00), sensitivity of 1.00 (95% CI 0.86, 1.00) and specificity of 0.96 (95% CI 0.81, 0.99). The metabolite most strongly associated with differential classification was pyroglutamic acid. Independent validation of a biomarker signature based on the top 20 differentiating ion features was performed in a prospective cohort of 96 symptomatic individuals including 48 positive samples (24 influenza A 2009 H1N1, 5 influenza H3 and 19 influenza B) and 48 negative samples. Testing performed using a clinically-applicable targeted approach, liquid chromatography triple quadrupole mass spectrometry, showed an AUC of 1.00 (95% CI 0.998, 1.00), sensitivity of 0.94 (95% CI 0.83, 0.98), and specificity of 1.00 (95% CI 0.93, 1.00). Limitations include lack of sample suitability assessment, and need to validate these findings in additional patient populations. Interpretation This metabolomic approach has potential for diagnostic applications in infectious diseases testing, including other respiratory viruses, and may eventually be adapted for point-of-care testing.
Collapse
|
12
|
Jakharia N, Howard D, Riedel DJ. CMV Infection in Hematopoietic Stem Cell Transplantation: Prevention and Treatment Strategies. CURRENT TREATMENT OPTIONS IN INFECTIOUS DISEASES 2021; 13:123-140. [PMID: 34305463 PMCID: PMC8294301 DOI: 10.1007/s40506-021-00253-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2021] [Indexed: 12/15/2022]
Abstract
Purpose of Review Cytomegalovirus (CMV) remains a major cause of morbidity and mortality after allogeneic hematopoietic stem cell transplantation (Allo-HSCT). New strategies and methods for prevention and management of CMV infection are urgently needed. We aim to review the new developments in diagnostics, prevention, and management strategies of CMV infection in Allo-HSCT recipients. Recent Findings The approval of the novel anti-CMV drug letermovir in 2017 has led to an increase in the use of antiviral prophylaxis as a preferred approach for prevention in many centers. Real-world studies have shown efficacy similar to the clinical trial. CMV-specific T cell-mediated immunity assays identify patients with immune reconstitution and predict disease progression. Phase 2 trials of maribavir have shown its efficacy as preemptive therapy and treatment of resistant and refractory CMV infections. Adoptive T cell therapy is an emerging option for treatment of refractory and resistant CMV. Of the different CMV vaccine trials, PepVax has shown promising results in a phase 1 trial. Summary CMV cell-mediated immunity assays have potential to be used as an adjunctive test to develop individualized management plan by identifying the patients who develop immune reconstitution; however, further prospective interventional studies are needed. Maribavir and adoptive T cell therapy are promising new therapies for treatment of CMV infections. CMV vaccine trials for prevention are also under way.
Collapse
Affiliation(s)
- Niyati Jakharia
- Department of Internal Medicine, Section of Infectious Diseases, Stanford University Hospital, 300 Pasteur Dr., Lane L 134, Stanford, CA 94305 USA
| | - Dianna Howard
- Department of Internal Medicine, Section of Hematology-Oncology, Wake Forest Baptist Medical Center, Winston-Salem, NC USA
| | - David J Riedel
- Department of Internal Medicine, Division of Infectious Diseases, University of Maryland School of Medicine, Baltimore, MD USA
| |
Collapse
|
13
|
Leuzinger K, Stolz D, Gosert R, Naegele K, Prince SS, Tamm M, Hirsch HH. Comparing cytomegalovirus diagnostics by cell culture and quantitative nucleic acid testing in broncho-alveolar lavage fluids. J Med Virol 2021; 93:3804-3812. [PMID: 33136288 DOI: 10.1002/jmv.26649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/23/2020] [Accepted: 10/30/2020] [Indexed: 12/13/2022]
Abstract
Many clinical laboratories have replaced virus isolation in cell-culture (VIC) for cytomegalovirus (CMV) by quantitative-nucleic-acid testing (QNAT), rendering clinically relevant CMV-replication difficult to distinguish from CMV-shedding or latent infection. We compared direct VIC in 1109 consecutive bronchoalveolar lavage fluids (BALFs) and a well-validated CMV-QNAT (Basel-CMV-UL111a-77bp). In the retrospective Group 1 (N = 694) and Group 2 (N = 303), CMV-QNAT was performed within 48 h from 2-fold and 10-fold concentrated total nucleic acid (TNA) eluates, respectively. In Group 3 (N = 112), 2-fold and 10-fold concentrated TNA eluates were prospectively analyzed in parallel to VIC. CMV was detected by VIC in 79 of 694 (11%) and 26 of 303 (9%) of Groups 1 and 2, but in 114 of 694 (16%) and 57 of 303 (17%) by CMV-QNAT, respectively. Median CMV loads were significantly higher in VIC-positive than in VIC-negative BALF. The likelihood for CMV detection by VIC was 85% for BALF CMV- loads >4 log10 copies/ml. In the prospective Group 3, CMV was detected by VIC in 10 of 112 (9%), and in 14 of 112 (13%) and 20 of 112 (18%) by CMV-QNAT, when using 2-fold and 10-fold concentrated TNA eluates, respectively. Notably, CMV was undetectable by CMV-QNAT in 10 VIC-positive cases of Groups 1 and 2, but in none of Group 3. We conclude that CMV-QNAT can be adopted to BALF diagnostics but requires several careful steps in validation. CMV-QNAT loads >10 000 copies/ml in BALF may indicate significant CMV replication as defined by VIC, if short shipment and processing procedures can be guaranteed. Discordance of detecting CMV in time-matched plasma samples emphasises the role of local pulmonary CMV replication, for which histopathology remains the gold standard of proven CMV pneumonia.
Collapse
Affiliation(s)
- Karoline Leuzinger
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Daiana Stolz
- Medical Faculty, University of Basel, Basel, Switzerland
- Clinic of Pneumology and Pulmonary Cell Research, University Hospital Basel, Basel, Switzerland
| | - Rainer Gosert
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Klaudia Naegele
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | | | - Michael Tamm
- Medical Faculty, University of Basel, Basel, Switzerland
- Clinic of Pneumology and Pulmonary Cell Research, University Hospital Basel, Basel, Switzerland
| | - Hans H Hirsch
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
- Infectious Diseases & Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| |
Collapse
|
14
|
Davidson KR, Ha DM, Schwarz MI, Chan ED. Bronchoalveolar lavage as a diagnostic procedure: a review of known cellular and molecular findings in various lung diseases. J Thorac Dis 2020; 12:4991-5019. [PMID: 33145073 PMCID: PMC7578496 DOI: 10.21037/jtd-20-651] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Bronchoalveolar lavage (BAL) is a commonly used procedure in the evaluation of lung disease as it allows for sampling of the lower respiratory tract. In many circumstances, BAL differential cell counts have been reported to be typical of specific lung disorders. In addition, more specific diagnostic tests including molecular assays such as polymerase chain reaction (PCR) or enzyme-linked immunosorbent assay, special cytopathologic stains, or particular microscopic findings have been described as part of BAL fluid analysis. This review focuses on common cellular and molecular findings of BAL in a wide range of lung diseases. Since the performance of the first lung irrigation in 1927, BAL has become a common and important diagnostic tool. While some pulmonary disorders have a highly characteristic signature of BAL findings, BAL results alone often lack specificity and require interpretation along with other clinical and radiographic details. Development of new diagnostic assays is certain to reinforce the utility of BAL in the future. Our review of the BAL literature is intended to serve as a resource to assist clinicians in the care of patients with lung disorders.
Collapse
Affiliation(s)
- Kevin R Davidson
- Division of Pulmonary Sciences & Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Duc M Ha
- Division of Pulmonary Sciences & Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.,Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA.,Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
| | - Marvin I Schwarz
- Division of Pulmonary Sciences & Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Edward D Chan
- Division of Pulmonary Sciences & Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.,Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA.,National Jewish Health, Denver, Colorado, USA
| |
Collapse
|
15
|
Meng XY, Fu HX, Zhu XL, Wang JZ, Liu X, Yan CH, Zhang YY, Mo XD, Wang Y, Han W, Chen YH, Chen DB, Liu HX, Chang YJ, Xu LP, Liu KY, Huang XJ, Zhang XH. Comparison of different cytomegalovirus diseases following haploidentical hematopoietic stem cell transplantation. Ann Hematol 2020; 99:2659-2670. [PMID: 32734550 DOI: 10.1007/s00277-020-04201-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 07/24/2020] [Indexed: 12/20/2022]
Abstract
Cytomegalovirus (CMV) can cause end-organ diseases including pneumonia, gastroenteritis, retinitis, and encephalitis in hematopoietic stem cell transplantation recipients. Potential differences among different CMV diseases remain uncertain. This study aimed to compare the clinical characteristics, risk factors, and mortality among different CMV diseases. A retrospective nested case-control study was performed based on a cohort of 3862 patients who underwent haploidentical hematopoietic stem cell transplantation at a single-center. CMV diseases occurred in 113 (2.92%) of 3862 haplo-HSCT recipients, including probable CMV pneumonia (CMVP, n = 34), proven CMV gastroenteritis (CMVG, n = 34), CMV retinitis (CMVR, n = 31), probable CMV encephalitis (CMVE, n = 7), and disseminated CMV disease (Di-CMVD, n = 7). Most (91.2%) cases of CMVG developed within 100 days, while most (90.3%) cases of CMVR were late onset. Refractory CMV infection and CMV viral load at different levels were associated with an increased risk of CMVP, CMVG, and CMVR. Compared with patients without CMV diseases, significantly higher non-relapse mortality at 1 year after transplantation was observed in patients with CMVP and CMVR, rather than CMVG. Patients with CMVP, Di-CMVD, and CMVE had higher overall mortality after diagnosis than that of patients with CMVG and CMVR (61.7%, 57.1%, 40.0% vs 27.7%, 18.6%, P = 0.001). In conclusion, the onset time, viral dynamics, and mortality differ among different CMV diseases. The mortality of CMV diseases remains high, especially for CMVP, Di-CMVD, and CMVE.
Collapse
Affiliation(s)
- Xing-Ye Meng
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Hai-Xia Fu
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Xiao-Lu Zhu
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Jing-Zhi Wang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Xiao Liu
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Chen-Hua Yan
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Yuan-Yuan Zhang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Xiao-Dong Mo
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Yu Wang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Wei Han
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Yu-Hong Chen
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Ding-Bao Chen
- Department of Pathology, Peking University People's Hospital, Beijing, China
| | - Hui-Xin Liu
- Department of Clinical Epidemiology and Biostatistics, Peking University People's Hospital, Beijing, China
| | - Ying-Jun Chang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Lan-Ping Xu
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Kai-Yan Liu
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Xiao-Jun Huang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China.,Collaborative Innovation Center of Hematology, Peking University, Beijing, China.,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,National Clinical Research Center for Hematologic Disease, Beijing, China
| | - Xiao-Hui Zhang
- Peking University Institute of Hematology, Peking University People's Hospital, Xicheng District Xizhimen South Street No. 11, Beijing, 100044, China. .,Collaborative Innovation Center of Hematology, Peking University, Beijing, China. .,Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China. .,National Clinical Research Center for Hematologic Disease, Beijing, China.
| |
Collapse
|
16
|
Boerger AC, Binnicker MJ. Comparison of the Panther Fusion respiratory panels to routine methods for detection of viruses in upper and lower respiratory tract specimens. Diagn Microbiol Infect Dis 2020; 97:115014. [PMID: 32192787 DOI: 10.1016/j.diagmicrobio.2020.115014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 02/05/2020] [Accepted: 02/05/2020] [Indexed: 12/18/2022]
Abstract
Viral respiratory infections remain a significant cause of morbidity and mortality in pediatric, elderly, and immunocompromised patients. The Panther Fusion respiratory panels consist of 3 separate multiplex assays that test for 1) influenza A, influenza B, and RSV; 2) parainfluenza virus types 1-4; or 3) adenovirus, human metapneumovirus, and rhinovirus. This study evaluated the performance of the Fusion assays for both upper and lower respiratory tract specimens in comparison to routine methods, including viral culture and targeted real-time polymerase chain reaction assays. Following discordant resolution, the Fusion assays demonstrated high overall correlation (98.6% [648/657]) with routine methods. In addition, prospective testing of respiratory specimens (n = 146) submitted for viral culture showed a ~10-fold increase in detection by the Fusion panels compared to viral culture (28.1% versus 2.7% positivity). The Fusion respiratory panels offer a flexible, more targeted approach to respiratory virus testing with a turnaround time comparable to other molecular assays.
Collapse
Affiliation(s)
- Aimee C Boerger
- Division of Clinical Microbiology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905
| | - Matthew J Binnicker
- Division of Clinical Microbiology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905.
| |
Collapse
|
17
|
Abstract
Infectious diseases are one of the main causes of morbidity and mortality worldwide. With new pathogens continuously emerging, known infectious diseases reemerging, increasing microbial resistance to antimicrobial agents, global environmental change, ease of world travel, and an increasing immunosuppressed population, recognition of infectious diseases plays an ever-important role in surgical pathology. This becomes particularly significant in cases where infectious disease is not suspected clinically and the initial diagnostic workup fails to include samples for culture. As such, it is not uncommon that a lung biopsy becomes the only material available in the diagnostic process of an infectious disease. Once the infectious nature of the pathological process is established, careful search for the causative agent is advised. This can often be achieved by examination of the hematoxylin and eosin-stained sections alone as many organisms or their cytopathic effects are visible on routine staining. However, ancillary studies such as histochemical stains, immunohistochemistry, in situ hybridization, or molecular techniques may be needed to identify the organism in tissue sections or for further characterization, such as speciation.
Collapse
Affiliation(s)
- Annikka Weissferdt
- Associate Professor, Department of Pathology, Division of Pathology and Laboratory Medicinec, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| |
Collapse
|
18
|
NKG2C Natural Killer Cells in Bronchoalveolar Lavage Are Associated With Cytomegalovirus Viremia and Poor Outcomes in Lung Allograft Recipients. Transplantation 2019; 103:493-501. [PMID: 30211828 DOI: 10.1097/tp.0000000000002450] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Cytomegalovirus (CMV) infection is a risk factor for chronic lung allograft dysfunction (CLAD), which limits survival in lung allograft recipients. Natural killer (NK) cells that express the NKG2C receptor mediate CMV-specific immune responses. We hypothesized that NKG2C NK cells responding to CMV in the lung allograft would reduce CMV-related inflammation and would improve CLAD-free survival. METHODS We prospectively followed 130 subjects who underwent lung transplantation from 2012 to 2016. Bronchoalveolar lavage (BAL) NK cells were immunophenotyped for NKG2C, maturation, and proliferation markers. CMV viral load, serologies, serial spirometry, and mortality were recorded from medical records. Natural killer cell subset association with CMV endpoints were made using generalized estimating equation-adjusted linear models. BAL NKG2C NK cell association with CLAD-free survival was assessed by Cox proportional hazards modeling. RESULTS NKG2C NK cells were more mature and proliferative than NKG2C NK cells and represented a median of 7.8% of BAL NK cells. The NKG2C NK cell proportion increased prior to the first detection of viremia and was nearly tripled in subjects with high level viremia (>1000 copies/mL) compared with no detected viremia. Subjects with increased BAL NKG2C NK cells, relative to the median, had a significantly increased risk for CLAD or death (hazard ratio, 4.2; 95% confidence interval, 1.2-13.3). CONCLUSIONS The BAL NKG2C NK cell proportion may be a relevant biomarker for assessing risk of CMV viremia and quantifying potential CMV-related graft injury that can lead to CLAD or death.
Collapse
|
19
|
Montemezzo J, Patrucco F, Gavelli F, Ferrari L, Faolotto G, Crobu MG, Castello LM, Daverio M, Balbo PE, Ravanini P. Evaluation of a new diagnostic method for quantification of EBV and HHV-6 viral load in bronchoalveolar lavage. MINERVA BIOTECNOL 2019. [DOI: 10.23736/s1120-4826.19.02557-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
20
|
BAL fluid analysis in the identification of infectious agents in patients with hematological malignancies and pulmonary infiltrates. Folia Microbiol (Praha) 2019; 65:109-120. [PMID: 31073843 PMCID: PMC7090732 DOI: 10.1007/s12223-019-00712-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 04/25/2019] [Indexed: 11/02/2022]
Abstract
The present study aims to evaluate the diagnostic yield of bronchoalveolar lavage (BAL) fluid in patients with hematological malignancies and describe the most common pathogens detected in BAL fluid (BALF.) An analysis of 480 BALF samples was performed in patients with hematological malignancies over a period of 7 years. The results of culture methods, PCR, and immunoenzymatic sandwich microplate assays for Aspergillus galactomannan (GM) in BALF were analyzed. Further, the diagnostic thresholds for Aspergillus GM and Pneumocystis jiroveci were also calculated. Microbiological findings were present in 87% of BALF samples. Possible infectious pathogens were detected in 55% of cases; 32% were classified as colonizing. No significant difference in diagnostic yield or pathogen spectrum was found between non-neutropenic and neutropenic patients. There was one significant difference in BALF findings among intensive care units (ICU) versus non-ICU patients for Aspergillus spp. (22% versus 9%, p = 0.03). The most common pathogens were Aspergillus spp. (n = 86, 33% of BAL with causative pathogens) and Streptococcus pneumoniae (n = 46, 18%); polymicrobial etiology was documented in 20% of cases. A quantitative PCR value of > 1860 cp/mL for Pneumocystis jirovecii was set as a diagnostic threshold for pneumocystis pneumonia. The absorbance index of GM in BALF of 0.5 was set as a diagnostic threshold for aspergillosis. The examination of BAL fluid revealed the presence of pathogen in more than 50% of cases and is, therefore, highly useful in this regard when concerning pulmonary infiltrates.
Collapse
|
21
|
Piñana JL, Giménez E, Gómez MD, Pérez A, González EM, Vinuesa V, Hernández-Boluda JC, Montoro J, Salavert M, Tormo M, Amat P, Moles P, Carretero C, Balaguer-Roselló A, Sanz J, Sanz G, Solano C, Navarro D. Pulmonary cytomegalovirus (CMV) DNA shedding in allogeneic hematopoietic stem cell transplant recipients: Implications for the diagnosis of CMV pneumonia. J Infect 2019; 78:393-401. [PMID: 30797790 PMCID: PMC7126576 DOI: 10.1016/j.jinf.2019.02.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 12/07/2018] [Accepted: 02/18/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVES To date no definitive cut-off value for cytomegalovirus (CMV) DNA load in bronchoalveolar lavage (BAL) fluid specimens has been established to discriminate between CMV pneumonia and pulmonary CMV DNA shedding in allogeneic hematopoietic stem cell transplant (allo-HSCT) recipients. METHODS The current retrospective study is aimed at assessing the range of CMV DNA loads quantified in BAL fluid specimens from allo-HSCT patients with pneumonia in which different microorganisms were causally involved. RESULTS A total of 144 BAL specimens from 123 patients were included. CMV DNA was detected in 56 out of 144 BAL fluid specimens and the median CMV DNA load from patients in whom CMV pneumonia was unlikely or could be tentatively ruled out was 1210 (31-68, 920) IU/ml. The frequency of CMV DNA detection and median CMV DNA loads were comparable, irrespective of the attributable cause of pneumonia. Detection of CMV DNA loads in BAL fluid specimens >500 IU/ml was independently associated with pneumonia-attributable mortality. CONCLUSIONS The current study highlights the difficulty in establishing universal CMV DNA load thresholds in BAL fluid specimens for distinguishing between CMV pneumonia and pulmonary CMV DNA shedding, and suggests that the presence of CMV DNA in BAL fluid specimens beyond a certain level may have a deleterious impact on patient outcome.
Collapse
Affiliation(s)
- José Luis Piñana
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Estela Giménez
- Microbiology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
| | - María Dolores Gómez
- Microbiology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Ariadna Pérez
- Hematology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
| | - Eva María González
- Microbiology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Víctor Vinuesa
- Microbiology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
| | | | - Juan Montoro
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Miguel Salavert
- Department of Infectious Diseases, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Mar Tormo
- Hematology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
| | - Paula Amat
- Hematology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain
| | - Paula Moles
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Carlos Carretero
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | | | - Jaime Sanz
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Guillermo Sanz
- Hematology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Carlos Solano
- Hematology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain; Department of Medicine, School of Medicine, University of Valencia, Valencia, Spain
| | - David Navarro
- Microbiology Service, Hospital Clínico Universitario, Institute for Research INCLIVA, Valencia, Spain; Department of Microbiology, School of Medicine, University of Valencia, Av. Blasco Ibáñez 17, 46010 Valencia, Spain.
| |
Collapse
|
22
|
Baldassarri RJ, Kumar D, Baldassarri S, Cai G. Diagnosis of Infectious Diseases in the Lower Respiratory Tract: A Cytopathologist's Perspective. Arch Pathol Lab Med 2018; 143:683-694. [PMID: 30203986 DOI: 10.5858/arpa.2017-0573-ra] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Respiratory cytology continues to play an important role in the diagnosis of lower respiratory tract infections. Prompt, accurate diagnosis of causative organisms is of paramount importance, particularly in immunosuppressed patients. In addition, a rapidly expanding arsenal of ancillary testing is now available, aiding tremendously in organism identification. OBJECTIVE.— To provide an updated review on the cytomorphologic features of common organisms in lower respiratory tract infection. Relevant ancillary tests, differential diagnoses, and potential pitfalls of organism identification will also be discussed. DATA SOURCES.— Data for this review were gathered from PubMed searches of infectious diseases of the lower respiratory tract, especially related to the diagnoses. CONCLUSIONS.— The lower respiratory tract is subject to infection by a wide variety of infectious agents. Pathologists should be familiar with common organisms, including their general clinical characteristics, cytomorphologic features, differential diagnoses, and ancillary methods of detection. Above all, correlation with microbiologic and clinical information is necessary to make a confident diagnosis of infection.
Collapse
Affiliation(s)
- Rebecca J Baldassarri
- From the Departments of Pathology (Drs R. J. Baldassarri, Kumar, and Cai) and Internal Medicine (Dr S. Baldassarri), Yale School of Medicine, New Haven, Connecticut
| | - Deepika Kumar
- From the Departments of Pathology (Drs R. J. Baldassarri, Kumar, and Cai) and Internal Medicine (Dr S. Baldassarri), Yale School of Medicine, New Haven, Connecticut
| | - Stephen Baldassarri
- From the Departments of Pathology (Drs R. J. Baldassarri, Kumar, and Cai) and Internal Medicine (Dr S. Baldassarri), Yale School of Medicine, New Haven, Connecticut
| | - Guoping Cai
- From the Departments of Pathology (Drs R. J. Baldassarri, Kumar, and Cai) and Internal Medicine (Dr S. Baldassarri), Yale School of Medicine, New Haven, Connecticut
| |
Collapse
|
23
|
Park J, Lee YJ, Lee J, Park SS, Cho YJ, Lee SM, Kim YW, Han SK, Yoo CG. Histopathologic heterogeneity of acute respiratory distress syndrome revealed by surgical lung biopsy and its clinical implications. Korean J Intern Med 2018; 33:532-540. [PMID: 29088909 PMCID: PMC5943661 DOI: 10.3904/kjim.2016.346] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2016] [Revised: 03/19/2017] [Accepted: 05/16/2017] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND/AIMS Diffuse alveolar damage (DAD) is the histopathologic hallmark of acute respiratory distress syndrome (ARDS). However, there are several non-DAD conditions mimicking ARDS. The purpose of this study was to investigate the histopathologic heterogeneity of ARDS revealed by surgical lung biopsy and its clinical relevance. METHODS We retrospectively analyzed 84 patients with ARDS who met the criteria of the Berlin definition and underwent surgical lung biopsy between January 2004 and December 2013 in three academic hospitals in Korea. We evaluated their histopathologic findings and compared the clinical outcomes. Additionally, the impact of surgical lung biopsy on therapeutic alterations was examined. RESULTS The histopathologic findings were highly heterogeneous. Of 84 patients undergoing surgical lung biopsy, DAD was observed in 31 patients (36.9%), while 53 patients (63.1%) did not have DAD. Among the non-DAD patients, diffuse interstitial lung diseases and infections were the most frequent histopathologic findings in 19 and 17 patients, respectively. Although the mortality rate was slightly higher in DAD (71.0%) than in non-DAD (62.3%), the difference was not significant. Overall, the biopsy results led to treatment alterations in 40 patients (47.6%). Patients with non-DAD were more likely to change the treatment than those with DAD (58.5% vs. 29.0%), but there were no significant improvements regarding the mortality rate. CONCLUSIONS The histopathologic findings of ARDS were highly heterogeneous and classic DAD was observed in one third of the patients who underwent surgical lung biopsy. Although therapeutic alterations were more common in patients with non-DAD-ARDS, there were no significant improvements in the mortality rate.
Collapse
Affiliation(s)
- Jimyung Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Yeon Joo Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jinwoo Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Sung Soo Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Korea
| | - Young-Jae Cho
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Sang-Min Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Young Whan Kim
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Sung Koo Han
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Chul-Gyu Yoo
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| |
Collapse
|
24
|
Beam E, Germer JJ, Lahr B, Yao JD, Limper AH, Binnicker MJ, Razonable RR. Cytomegalovirus (CMV) DNA quantification in bronchoalveolar lavage fluid of immunocompromised patients with CMV pneumonia. Clin Transplant 2017; 32. [DOI: 10.1111/ctr.13149] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2017] [Indexed: 12/18/2022]
Affiliation(s)
- Elena Beam
- Division of Infectious Diseases; Mayo Clinic; Rochester MN USA
| | - Jeffrey J. Germer
- Department of Laboratory Medicine and Pathology; Mayo Clinic; Rochester MN USA
| | - Brian Lahr
- Department of Health Sciences Research; Mayo Clinic; Rochester MN USA
| | - Joseph D.C. Yao
- Department of Laboratory Medicine and Pathology; Mayo Clinic; Rochester MN USA
| | | | | | - Raymund R. Razonable
- Division of Infectious Diseases; Mayo Clinic; Rochester MN USA
- William J. von Liebig Center for Transplantation and Clinical Regeneration; Mayo Clinic; Rochester MN USA
| |
Collapse
|
25
|
Affiliation(s)
- Margaret L Green
- University of Washington, 1959 NE Pacific Street, Box 359930, Seattle, WA 98195, USA; Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA.
| |
Collapse
|
26
|
Mane A, Gujar P, Gaikwad S, Dhamgaye T, Risbud A. Detection of Cytomegalovirus in Bronchoalveolar Lavage Fluid from HIV-Positive Individuals with Community Acquired Pneumonia. J Clin Diagn Res 2017; 11:DC41-DC43. [PMID: 28892896 DOI: 10.7860/jcdr/2017/28148.10302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 06/07/2017] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Cytomegalovirus (CMV) pneumonia is one of the frequent viral pneumonia reported in persons with HIV infection. Knowledge of pulmonary CMV infection is important for deciding appropriate diagnostic strategies. However, there is scanty literature addressing the role of CMV aetiology among HIV positive individuals presenting with Community Acquired Pneumonia (CAP) using Bronchoalveolar Lavage (BAL) samples from India. AIM To detect CMV in BAL fluid from HIV-positive individuals presenting with CAP. MATERIALS AND METHODS This cross-sectional study was conducted using 107 archival BAL samples collected from consecutive HIV-positive patients presenting with CAP as per the Indian Chest Society and National College of Chest Physicians guidelines at the Department of Chest and Tuberculosis, Sassoon General Hospitals, Pune, India. The samples were tested for CMV by Polymerase Chain Reaction (PCR) targeting the IRL11 region at the National AIDS Research Institute, Pune. RESULTS Of the 107 BAL samples tested, 8 (7.4 %) were positive for CMV, while CMV was the sole pathogen in 5 (4.7%) cases. Co-infection with other pathogens was seen in 3 patients and Mycobacterium tuberculosis, Pneumocystis jiroveci and Streptococcus pneumoniae were the co-pathogens. Five patients had fatal clinical outcome of which three had CMV as the sole pathogen. CONCLUSION Ours is the first study to detect Cytomegalovirus (CMV) in bronchoalveolar lavage samples from HIV-positive individuals presenting with community acquired pneumonia from India and indicates the need for further multicentre studies to understand pulmonary CMV infection, which will eventually help in designing appropriate diagnostic strategies and therapeutic interventions.
Collapse
Affiliation(s)
- Arati Mane
- Scientist D, Department of Microbiology, National AIDS Research Institute, Pune, Maharashtra, India
| | - Pankaj Gujar
- Postgraduate Resident, Department of Chest and Tuberculosis, Sassoon General Hospitals, Pune, Maharashtra, India
| | - Shraddha Gaikwad
- Technical Assistant, Department of Microbiology, National AIDS Research Institute, Pune, Maharashtra, India
| | - Tilak Dhamgaye
- Professor and Head, Department of Chest and Tuberculosis, Sassoon General Hospitals, Pune, Maharashtra, India
| | - Arun Risbud
- Scientist G, Department of Microbiology, National AIDS Research Institute, Pune, Maharashtra, India
| |
Collapse
|
27
|
Boeckh M, Stevens-Ayers T, Travi G, Huang ML, Cheng GS, Xie H, Leisenring W, Erard V, Seo S, Kimball L, Corey L, Pergam SA, Jerome KR. Cytomegalovirus (CMV) DNA Quantitation in Bronchoalveolar Lavage Fluid From Hematopoietic Stem Cell Transplant Recipients With CMV Pneumonia. J Infect Dis 2017; 215:1514-1522. [PMID: 28181657 DOI: 10.1093/infdis/jix048] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Accepted: 01/18/2017] [Indexed: 01/03/2023] Open
Abstract
Background Quantitative cytomegalovirus (CMV) DNA-specific polymerase chain reaction (PCR) analysis is widely used as a surveillance method for hematopoietic stem cell transplant (HCT) recipients. However, no CMV DNA threshold exists in bronchoalveolar lavage (BAL) to differentiate pneumonia from pulmonary shedding. Methods We tested archived BAL fluid samples from 132 HCT recipients with CMV pneumonia and 139 controls (100 patients with non-CMV pneumonia, 18 with idiopathic pneumonia syndrome [IPS], and 21 who were asymptomatic) by quantitative CMV and β-globin DNA-specific PCR. Results Patients with CMV pneumonia had higher median viral loads (3.9 log10 IU/mL; interquartile range [IQR], 2.6-6.0 log10 IU/mL) than controls (0 log10 IU/mL [IQR, 0-1.6 log10 IU/mL] for patients with non-CMV pneumonia, 0 log10 IU/mL [IQR, 0-1.6 log10 IU/mL] for patients with IPS, and 1.63 log10 IU/mL [IQR, 0-2.5 log10 IU/mL] for patients who were asymptomatic; P < .001 for all comparisons to patients with CMV pneumonia). Receiver operating characteristic curve analyses and predictive models identified a cutoff CMV DNA level of 500 IU/mL to differentiate between CMV pneumonia and pulmonary shedding, using current CMV pneumonia prevalence figures. However, different levels may be appropriate in settings of very high or low CMV pneumonia prevalence. The presence of pulmonary copathogens, radiographic presentation, or pulmonary hemorrhage did not alter predictive values. Conclusion CMV DNA load in BAL can be used to differentiate CMV pneumonia from pulmonary shedding.
Collapse
Affiliation(s)
- Michael Boeckh
- Vaccine and Infectious Diseases Division and.,Clinical Research Division, Fred Hutchinson Cancer Research Center, and.,Department of Medicine
| | | | | | - Meei-Li Huang
- Vaccine and Infectious Diseases Division and.,Virology Division, Department of Laboratory Medicine, University of Washington, Seattle
| | - Guang-Shing Cheng
- Clinical Research Division, Fred Hutchinson Cancer Research Center, and.,Department of Medicine
| | - Hu Xie
- Clinical Research Division, Fred Hutchinson Cancer Research Center, and
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, and.,Division of Biostatistics, and
| | | | - Sachiko Seo
- Vaccine and Infectious Diseases Division and
| | | | - Lawrence Corey
- Vaccine and Infectious Diseases Division and.,Department of Medicine.,Virology Division, Department of Laboratory Medicine, University of Washington, Seattle
| | - Steven A Pergam
- Vaccine and Infectious Diseases Division and.,Clinical Research Division, Fred Hutchinson Cancer Research Center, and.,Department of Medicine
| | - Keith R Jerome
- Vaccine and Infectious Diseases Division and.,Virology Division, Department of Laboratory Medicine, University of Washington, Seattle
| |
Collapse
|
28
|
CMV viral load in bronchoalveolar lavage for diagnosis of pneumonia in allogeneic hematopoietic stem cell transplantation. Bone Marrow Transplant 2017; 52:895-897. [PMID: 28218754 PMCID: PMC7091633 DOI: 10.1038/bmt.2017.11] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 12/20/2016] [Accepted: 01/04/2017] [Indexed: 11/09/2022]
Abstract
The objective of this report is to analyze the value of CMV viral load (VL) in bronchoalveolar lavage (BAL) in recipients of allogeneic hematopoietic stem cell transplantation (AHSCT) and to analyze the concordance between CMV quantification in plasma and BAL samples. Fifty-six patients were included; in 16 (28.6%) patients with symptoms of lung disease a BAL sample was collected, 7 (43.7%) patients had a VL >150 copies/mL (six had probable CMV pneumonia). Patients with CMV pneumonia were female (100%), of median age 53.5 years, and the median time from transplantion to onset of symptoms was 67.5 days. Pneumonia was early in three cases (incidence 5.4%). Median BAL VL was 53 250 copies/mL and plasma VL was 538 copies/mL (in one patient, the plasma VL was negative). Three (50.0%) patients had an improvement in the first week of treatment, and plasma VL became negative; the other 3 (50.0%) patients died with a CMV pneumonia refractory to treatment. Therefore, any value of CMV VL in BAL, especially if it is greater than plasma, with compatible signs or symptoms, should be considered suggestive of CMV pneumonia in recipients of AHSCT and they should receive specific treatment.
Collapse
|
29
|
Burgener EB, Waggoner J, Pinsky BA, Chen SF. Clinical characteristics and outcomes of pediatric patients with CMV DNA detection in bronchoalveolar lavage fluid. Pediatr Pulmonol 2017; 52:112-118. [PMID: 27280337 DOI: 10.1002/ppul.23494] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 04/01/2016] [Accepted: 05/06/2016] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Cytomegalovirus (CMV) infection can cause severe pulmonary disease in immunocompromised patients. There are no standard diagnostic criteria for CMV pulmonary disease beyond histopathology findings on lung tissue, which is challenging to obtain in pediatric patients. Bronchoalveolar lavage (BAL) fluid is easier to obtain. Since CMV remains latent after primary infection and can potentially reactivate due to any inflammatory response, CMV detection in BAL specimen may not indicate acute CMV pulmonary disease. Thus, we describe the clinical manifestations and outcomes of pediatric patients with CMV detection in BAL fluid. METHODS We reviewed the clinical, radiologic, and laboratory data of patients <19 years old with a BAL specimen positive for CMV during a 5-year period. RESULTS Thirty-four encounters in 29 patients were found with CMV detected in their BAL specimen. Half (17/34) of the encounters were in immunocompromised patients. CMV, polymerase chain reaction (PCR) was the most common positive test. Forty-seven percent of the patients had other infections detected in BAL specimens. The majority of patients were never treated for CMV and resolved their acute respiratory illness. Only one patient had probable CMV pulmonary disease. DISCUSSION CMV is frequently recovered from BAL specimens but does not usually indicate acute CMV pulmonary disease. We would suggest that other diagnoses be considered first, even if CMV is recovered. Pediatr Pulmonol. 2017;52:112-118. © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Elizabeth B Burgener
- Department of Pediatrics, Pulmonary Medicine, Stanford University School of Medicine, Palo Alto, 94304, California
| | - Jesse Waggoner
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Benjamin A Pinsky
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Palo Alto, California.,Department of Pathology, Stanford University School of Medicine, Palo Alto, California
| | - Sharon F Chen
- Department of Pediatrics, Infectious Disease, Stanford University School of Medicine, Palo Alto, California
| |
Collapse
|