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Tahvilian S, Kuban JD, Yankelevitz DF, Leventon D, Henschke CI, Zhu J, Baden L, Yip R, Hirsch FR, Reed R, Brown A, Muldoon A, Trejo M, Katchman BA, Donovan MJ, Pagano PC. The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules. BMC Pulm Med 2023; 23:193. [PMID: 37277788 PMCID: PMC10240808 DOI: 10.1186/s12890-023-02433-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 04/13/2023] [Indexed: 06/07/2023] Open
Abstract
PURPOSE Computed tomography is the standard method by which pulmonary nodules are detected. Greater than 40% of pulmonary biopsies are not lung cancer and therefore not necessary, suggesting that improved diagnostic tools are needed. The LungLB™ blood test was developed to aid the clinical assessment of indeterminate nodules suspicious for lung cancer. LungLB™ identifies circulating genetically abnormal cells (CGACs) that are present early in lung cancer pathogenesis. METHODS LungLB™ is a 4-color fluorescence in-situ hybridization assay for detecting CGACs from peripheral blood. A prospective correlational study was performed on 151 participants scheduled for a pulmonary nodule biopsy. Mann-Whitney, Fisher's Exact and Chi-Square tests were used to assess participant demographics and correlation of LungLB™ with biopsy results, and sensitivity and specificity were also evaluated. RESULTS Participants from Mount Sinai Hospital (n = 83) and MD Anderson (n = 68), scheduled for a pulmonary biopsy were enrolled to have a LungLB™ test. Additional clinical variables including smoking history, previous cancer, lesion size, and nodule appearance were also collected. LungLB™ achieved 77% sensitivity and 72% specificity with an AUC of 0.78 for predicting lung cancer in the associated needle biopsy. Multivariate analysis found that clinical and radiological factors commonly used in malignancy prediction models did not impact the test performance. High test performance was observed across all participant characteristics, including clinical categories where other tests perform poorly (Mayo Clinic Model, AUC = 0.52). CONCLUSION Early clinical performance of the LungLB™ test supports a role in the discrimination of benign from malignant pulmonary nodules. Extended studies are underway.
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Affiliation(s)
- Shahram Tahvilian
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Joshua D Kuban
- Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David F Yankelevitz
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Daniel Leventon
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Claudia I Henschke
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jeffrey Zhu
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lara Baden
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Rowena Yip
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Fred R Hirsch
- Icahn School of Medicine, Center for Thoracic Oncology, Tisch Cancer Institute at Mount Sinai, New York, NY, USA
| | - Rebecca Reed
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Ashley Brown
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Allison Muldoon
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Michael Trejo
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Benjamin A Katchman
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
| | - Michael J Donovan
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA
- Department of Pathology, Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Paul C Pagano
- LungLife AI, Inc, 2545 W. Hillcrest Drive, Suite 140, Thousand Oaks, CA, USA.
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2
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Yang H, Chen H, Zhang G, Li H, Ni R, Yu Y, Zhang Y, Wu Y, Liu H. Diagnostic value of circulating genetically abnormal cells to support computed tomography for benign and malignant pulmonary nodules. BMC Cancer 2022; 22:382. [PMID: 35397524 PMCID: PMC8994303 DOI: 10.1186/s12885-022-09472-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 03/30/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
The accuracy of CT and tumour markers in screening lung cancer needs to be improved. Computer-aided diagnosis has been reported to effectively improve the diagnostic accuracy of imaging data, and recent studies have shown that circulating genetically abnormal cell (CAC) has the potential to become a novel marker of lung cancer. The purpose of this research is explore new ways of lung cancer screening.
Methods
From May 2020 to April 2021, patients with pulmonary nodules who had received CAC examination within one week before surgery or biopsy at First Affiliated Hospital of Zhengzhou University were enrolled. CAC counts, CT scan images, serum tumour marker (CEA, CYFRA21–1, NSE) levels and demographic characteristics of the patients were collected for analysis. CT were uploaded to the Pulmonary Nodules Artificial Intelligence Diagnostic System (PNAIDS) to assess the malignancy probability of nodules. We compared diagnosis based on PNAIDS, CAC, Mayo Clinic Model, tumour markers alone and their combination. The combination models were built through logistic regression, and was compared through the area under (AUC) the ROC curve.
Results
A total of 93 of 111 patients were included. The AUC of PNAIDS was 0.696, which increased to 0.847 when combined with CAC. The sensitivity (SE), specificity (SP), and positive (PPV) and negative (NPV) predictive values of the combined model were 61.0%, 94.1%, 94.7% and 58.2%, respectively. In addition, we evaluated the diagnostic value of CAC, which showed an AUC of 0.779, an SE of 76.3%, an SP of 64.7%, a PPV of 78.9%, and an NPV of 61.1%, higher than those of any single serum tumour marker and Mayo Clinic Model. The combination of PNAIDS and CAC exhibited significantly higher AUC values than the PNAIDS (P = 0.009) or the CAC (P = 0.047) indicator alone. However, including additional tumour markers did not significantly alter the performance of CAC and PNAIDS.
Conclusions
CAC had a higher diagnostic value than traditional tumour markers in early-stage lung cancer and a supportive value for PNAIDS in the diagnosis of cancer based on lung nodules. The results of this study offer a new mode of screening for early-stage lung cancer using lung nodules.
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Feng M, Ye X, Chen B, Zhang J, Lin M, Zhou H, Huang M, Chen Y, Zhu Y, Xiao B, Huang C, Katz RL, Bai C. Detection of circulating genetically abnormal cells using 4-color fluorescence in situ hybridization for the early detection of lung cancer. J Cancer Res Clin Oncol 2021; 147:2397-2405. [PMID: 33547948 PMCID: PMC8236478 DOI: 10.1007/s00432-021-03517-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 01/10/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE Available biomarkers lack sensitivity for an early lung cancer. Circulating genetically abnormal cells (CACs) occur early in tumorigenesis. To determine the diagnostic value of CACs in blood detected by 4-color fluorescence in situ hybridization (FISH) for lung cancer. METHODS This was a prospective study of patients with pulmonary nodules ≤ 30 mm detected between 10/2019 and 01/2020 at four tertiary hospitals in China. All patients underwent a pathological examination of lung nodules found by imaging and were grouped as malignant and benign. CACs were detected by 4-color FISH. Patients were divided into the training and validation cohorts. Receiver operating characteristics analysis was used to analyze the diagnosis value of CACs. RESULTS A total of 205 participants were enrolled. Using a cut-off value of ≥ 3, blood CACs achieved areas under the curve (AUCs) of 0.887, 0.823, and 0.823 for lung cancer in the training and validation cohorts, and all patients, respectively. CACs had high diagnostic values across all tumor sizes and imaging lesion types. CACs were decreased after surgery (median, 4 vs. 1, P < 0.001) in the validation set. The CAC status between blood and tissues was highly consistent (kappa = 0.909, P < 0.001). The AUC of CAC (0.823) was higher than that of CEA (0.478), SCC (0.516), NSE (0.506), ProGRP (0.519), and CYFRA21-1 (0.535) (all P < 0.001). CONCLUSION CACs might have a high value for the early diagnosis of lung cancer. These findings might need to be validated in future studies. Evidence suggested homology in genetic aberrations between the CACs and the tumor cells.
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Affiliation(s)
- Mingxiang Feng
- Division of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xin Ye
- Zhuhai Sanmed Biotech. Ltd, Zhuhai, China
- Joint Research Center of Liquid Biopsy in Guangdong, Hongkong and Macao, Zhuhai, China
- Department of Thoracic surgery, Respiratory Center of Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, An Affiliated Hospital of North Sichuan Medical College, Suining, Sichuan, China
| | - Baishen Chen
- Department of Thoracic Surgery, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Juncheng Zhang
- Zhuhai Sanmed Biotech. Ltd, Zhuhai, China
- Joint Research Center of Liquid Biopsy in Guangdong, Hongkong and Macao, Zhuhai, China
| | - Miao Lin
- Division of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Haining Zhou
- Department of Thoracic surgery, Respiratory Center of Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, An Affiliated Hospital of North Sichuan Medical College, Suining, Sichuan, China
| | - Meng Huang
- Zhuhai Sanmed Biotech. Ltd, Zhuhai, China
- Joint Research Center of Liquid Biopsy in Guangdong, Hongkong and Macao, Zhuhai, China
| | - Yanci Chen
- Zhuhai Sanmed Biotech. Ltd, Zhuhai, China
- Joint Research Center of Liquid Biopsy in Guangdong, Hongkong and Macao, Zhuhai, China
| | - Yunhe Zhu
- Department of Thoracic surgery, Respiratory Center of Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, An Affiliated Hospital of North Sichuan Medical College, Suining, Sichuan, China
| | - Botao Xiao
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Chuoji Huang
- Zhuhai Sanmed Biotech. Ltd, Zhuhai, China.
- Joint Research Center of Liquid Biopsy in Guangdong, Hongkong and Macao, Zhuhai, China.
| | - Ruth L Katz
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chunxue Bai
- Division of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
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Katz RL, Zaidi TM, Pujara D, Shanbhag ND, Truong D, Patil S, Mehran RJ, El-Zein RA, Shete SS, Kuban JD. Identification of circulating tumor cells using 4-color fluorescence in situ hybridization: Validation of a noninvasive aid for ruling out lung cancer in patients with low-dose computed tomography-detected lung nodules. Cancer Cytopathol 2020; 128:553-562. [PMID: 32320527 DOI: 10.1002/cncy.22278] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 01/09/2020] [Accepted: 02/10/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND Approximately one third of needle biopsies that are performed to rule out malignancy of indeterminate pulmonary nodules detected radiologically during lung cancer screening are negative, thus exposing cancer-free patients to risks of pneumothorax, bleeding, and infection. A noninvasive confirmatory tool (eg, liquid biopsy) is urgently needed in the lung cancer diagnosis setting to stratify patients who should receive biopsy versus those who should be monitored. METHODS A novel antigen-independent, 4-color fluorescence in situ hybridization (FISH)-based method was developed to detect circulating tumor cells (CTCs) with abnormalities in gene copy numbers in mononuclear cell-enriched peripheral blood samples from patients with (n = 107) and without (n = 100) lung cancer. RESULTS Identification of CTCs using FISH probes at 10q22.3/CEP10 and 3p22.1/3q29 detected lung cancer cases with 94.2% accuracy, 89% sensitivity, and 100% specificity compared with biopsy. CONCLUSION The high accuracy of this liquid biopsy method suggests that it may be used as a noninvasive decision tool to reduce the frequency of unnecessary needle biopsy in patients with benign pulmonary lesions.
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Affiliation(s)
- Ruth L Katz
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tanweer M Zaidi
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Deep Pujara
- Department of Neurology, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Namita D Shanbhag
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Duy Truong
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shekhar Patil
- Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Reza J Mehran
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Randa A El-Zein
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Radiology, Houston Methodist Research Institute, Houston, Texas
| | - Sanjay S Shete
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joshua D Kuban
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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5
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Shlomi D, Peled N, Schwarz YA, Soo Hoo GW, Batra RK, Fink G, Kaplan T, Cohen L, Mollan S, Burfeind WR. Non-invasive early detection of malignant pulmonary nodules by FISH-based sputum test. Cancer Genet 2018; 226-227:1-10. [PMID: 30005848 DOI: 10.1016/j.cancergen.2018.04.118] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 04/24/2018] [Accepted: 04/27/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND Early detection decreases lung cancer mortality. The Target-FISH Lung Cancer Detection (LCD) Test is a non-invasive test designed to detect chromosomal changes (deletion or amplification) via Fluorescence in situ Hybridization (FISH) in sputum specimens from persons suspected of having lung cancer. We evaluated the performance of the LCD test in patients with highly suspicious pulmonary nodules who were scheduled for a biopsy procedure. METHODS Induced sputum was collected from patients who were scheduled for biopsy of a solitary pulmonary nodule (0.8-3 cm) in one of 6 tertiary medical centers in the US and Israel. The lung cancer detection (LCD) Test combined sputum cytology and Target-FISH analysis on the same target cells and the results were compared to the pathology. Participants with non-surgical negative biopsy results were followed for 2 years to determine their final diagnosis. RESULTS Of the 173 participants who were evaluated, 112 were available for analysis. Overall, the LCD test had a sensitivity of 85.5% (95% CI, 76.1-92.3), specificity of 69% (95% CI, 49.2-84.7) and an accuracy of 81.3% (95% CI, 72.8-88). The positive and negative predictive values (PPV, NPV) were 88.8% and 62.5%, respectively. The LCD test was positive in 9 of 11 lung cancer patients who had an initial negative biopsy. CONCLUSIONS In a cohort of patients with highly suspicious lung nodules, the LCD test is a non-invasive option with good sensitivity and a high positive predictive value. A positive LCD test reinforces the need to aggressively pursue a definitive diagnosis of suspicious nodules.
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Affiliation(s)
- Dekel Shlomi
- Pulmonary Clinic, Dan Petah-Tiqwa District, Clalit Health Services, Israel.
| | - Nir Peled
- The Cancer Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel
| | - Yehuda A Schwarz
- Pulmonary Institute, Tel-Aviv Sourasky Medical Center & Sackler Faculty of Medicine, Tel-Aviv, Israel
| | - Guy W Soo Hoo
- Pulmonary and Critical Care Section, West Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Raj K Batra
- Pulmonary and Critical Care Section, West Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Gershon Fink
- Clinical Trials Research Institute, Kaplan Medical Center, Rehovot, Israel
| | | | | | - Scott Mollan
- Biostatistics and Programming, ICON Clinical Research LLC, Durham, NC, USA
| | - William R Burfeind
- Department of Surgery, St. Luke's University Health Network, Bethlehem & Temple University Medical School, PA, USA
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6
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Mahas A, Potluri K, Kent MN, Naik S, Markey M. Copy number variation in archival melanoma biopsies versus benign melanocytic lesions. Cancer Biomark 2017; 16:575-97. [PMID: 27002761 DOI: 10.3233/cbm-160600] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Skin melanocytes can give rise to benign and malignant neoplasms. Discrimination of an early melanoma from an unusual/atypical benign nevus can represent a significant challenge. However, previous studies have shown that in contrast to benign nevi, melanoma demonstrates pervasive chromosomal aberrations. OBJECTIVE This substantial difference between melanoma and benign nevi can be exploited to discriminate between melanoma and benign nevi. METHODS Array-comparative genomic hybridization (aCGH) is an approach that can be used on DNA extracted from formalin-fixed paraffin-embedded (FFPE) tissues to assess the entire genome for the presence of changes in DNA copy number. In this study, high resolution, genome-wide single-nucleotide polymorphism (SNP) arrays were utilized to perform comprehensive and detailed analyses of recurrent copy number aberrations in 41 melanoma samples in comparison with 21 benign nevi. RESULTS We found statistically significant copy number gains and losses within melanoma samples. Some of the identified aberrations are previously implicated in melanoma. Moreover, novel regions of copy number alterations were identified, revealing new candidate genes potentially involved in melanoma pathogenesis. CONCLUSIONS Taken together, these findings can help improve melanoma diagnosis and introduce novel melanoma therapeutic targets.
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Affiliation(s)
- Ahmed Mahas
- Department of Biochemistry and Molecular Biology, Wright State University, Dayton, OH, USA
| | - Keerti Potluri
- Department of Biochemistry and Molecular Biology, Wright State University, Dayton, OH, USA
| | - Michael N Kent
- Department of Dermatology, Wright State University Boonshoft School of Medicine, Dayton, OH, USA.,Dermatopathology Laboratory of Central States, Dayton, OH, USA
| | - Sameep Naik
- Dermatopathology Laboratory of Central States, Dayton, OH, USA
| | - Michael Markey
- Department of Biochemistry and Molecular Biology, Wright State University, Dayton, OH, USA
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7
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Barthelemy J, Hanenberg H, Leffak M. FANCJ is essential to maintain microsatellite structure genome-wide during replication stress. Nucleic Acids Res 2016; 44:6803-16. [PMID: 27179029 PMCID: PMC5001596 DOI: 10.1093/nar/gkw433] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2015] [Accepted: 05/06/2016] [Indexed: 12/15/2022] Open
Abstract
Microsatellite DNAs that form non-B structures are implicated in replication fork stalling, DNA double strand breaks (DSBs) and human disease. Fanconi anemia (FA) is an inherited disorder in which mutations in at least nineteen genes are responsible for the phenotypes of genome instability and cancer predisposition. FA pathway proteins are active in the resolution of non-B DNA structures including interstrand crosslinks, G quadruplexes and DNA triplexes. In FANCJ helicase depleted cells, we show that hydroxyurea or aphidicolin treatment leads to loss of microsatellite polymerase chain reaction signals and to chromosome recombination at an ectopic hairpin forming CTG/CAG repeat in the HeLa genome. Moreover, diverse endogenous microsatellite signals were also lost upon replication stress after FANCJ depletion, and in FANCJ null patient cells. The phenotype of microsatellite signal instability is specific for FANCJ apart from the intact FA pathway, and is consistent with DSBs at microsatellites genome-wide in FANCJ depleted cells following replication stress.
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Affiliation(s)
- Joanna Barthelemy
- Department of Biochemistry and Molecular Biology, Boonshoft School of Medicine, Wright State University, Dayton, OH 45435, USA
| | - Helmut Hanenberg
- Department of Pediatrics III, University Children's Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany Department of Otorhinolaryngology & Head/Neck Surgery, Heinrich Heine University, 40225 Duesseldorf, Germany
| | - Michael Leffak
- Department of Biochemistry and Molecular Biology, Boonshoft School of Medicine, Wright State University, Dayton, OH 45435, USA
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8
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Phillips RM, Dailey LA, Bair E, Samet JM, Allbritton NL. Ex vivo chemical cytometric analysis of protein tyrosine phosphatase activity in single human airway epithelial cells. Anal Chem 2014; 86:1291-7. [PMID: 24380370 PMCID: PMC3924180 DOI: 10.1021/ac403705c] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
We describe a novel method for the measurement of protein tyrosine phosphatase (PTP) activity in single human airway epithelial cells (hAECs) using capillary electrophoresis. This technique involved the microinjection of a fluorescent phosphopeptide that is hydrolyzed specifically by PTPs. Analyses in BEAS-2B immortalized bronchial epithelial cells showed rapid PTP-mediated dephosphorylation of the substrate (2.2 pmol min(-1) mg(-1)) that was blocked by pretreatment of the cells with the PTP inhibitors pervanadate, Zn(2+), and 1,2-naphthoquinone (76%, 69%, and 100% inhibition relative to PTP activity in untreated controls, respectively). These studies were then extended to a more physiologically relevant model system: primary hAECs cultured from bronchial brushings of living human subjects. In primary hAECs, dephosphorylation of the substrate occurred at a rate of 2.2 pmol min(-1) mg(-1) and was also effectively inhibited by preincubation of the cells with the inhibitors pervanadate, Zn(2+), and 1,2-naphthoquinone (91%, 88%, and 87% median PTP inhibition, respectively). Reporter proteolysis in single BEAS-2B cells occurred at a median rate of 43 fmol min(-1) mg(-1) resulting in a mean half-life of 20 min. The reporter displayed a similar median half-life of 28 min in these single primary cells. Finally, single viable epithelial cells (which were assayed for PTP activity immediately after collection by bronchial brushing of a human volunteer) showed dephosphorylation rates ranging from 0.34 to 36 pmol min(-1) mg(-1) (n = 6). These results demonstrate the utility and applicability of this technique for the ex vivo quantification of PTP activity in small, heterogeneous, human cells and tissues.
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Affiliation(s)
- Ryan M Phillips
- Department of Pharmacology, University of North Carolina , Chapel Hill, North Carolina 27599, United States
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9
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Development of a multivariate model to predict the likelihood of carcinoma in patients with indeterminate peripheral lung nodules after a nondiagnostic bronchoscopic evaluation. Hum Pathol 2014; 45:41-7. [DOI: 10.1016/j.humpath.2013.07.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 07/26/2013] [Accepted: 07/31/2013] [Indexed: 11/23/2022]
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10
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Phillips RM, Bair E, Lawrence DS, Sims CE, Allbritton NL. Measurement of protein tyrosine phosphatase activity in single cells by capillary electrophoresis. Anal Chem 2013; 85:6136-42. [PMID: 23682679 DOI: 10.1021/ac401106e] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
A fluorescent peptide substrate was used to measure dephosphorylation by protein tyrosine phosphatases (PTP) in cell lysates and single cells and to investigate the effect of environmental toxins on PTP activity in these systems. Dephosphorylation of the substrate by PTPN1 and PTPN2 obeyed Michaelis-Menten kinetics, with KM values of 770 ± 250 and 290 ± 54 nM, respectively. Dose-response curves and IC50 values were determined for the inhibition of these two enzymes by the environmental toxins Zn(2+) and 1,2-naphthoquinone, as well as pervanadate. In A431 cell lysates, the reporter was a poor substrate for peptidases (degradation rate of 100 ± 8.2 fmol min(-1) mg(-1)) but an excellent substrate for phosphatases (dephosphorylation rate of 1.4 ± 0.3 nmol min(-1) mg(-1)). Zn(2+), 1,2-naphthoquinone, and pervanadate inhibited dephosphorylation of the reporter in cell lysates with IC50 values of 470 nM, 35 μM, and 100 nM, respectively. Dephosphorylation of the reporter, following loading into living single cells, occurred at rates of at least 2 pmol min(-1) mg(-1). When single cells were exposed to 1,2-naphthoquinone (50 μM), Zn(2+) (100 μM), and pervandate (1 mM), dephosphorylation was inhibited with median values and first and third quartile values of 41 (Q1 = 0%, Q3 = 96%), 50 (Q1 = 46%, Q3 = 74%), and 53% (Q1 = 36%, Q3 = 77%), respectively, demonstrating both the impact of these toxic exposures on cell signaling and the heterogeneity of response between cells. This approach will provide a valuable tool for the study of PTP dynamics, particularly in small, heterogeneous populations such as human biopsy specimens.
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Affiliation(s)
- Ryan M Phillips
- Department of Pharmacology, University of North Carolina, Chapel Hill, North Carolina 27599, USA
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11
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Nana-Sinkam SP, Powell CA. Molecular biology of lung cancer: Diagnosis and management of lung cancer, 3rd ed: American College of Chest Physicians evidence-based clinical practice guidelines. Chest 2013; 143:e30S-e39S. [PMID: 23649444 PMCID: PMC3961820 DOI: 10.1378/chest.12-2346] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2012] [Accepted: 11/30/2012] [Indexed: 12/14/2022] Open
Abstract
Based on recent bench and clinical research, the treatment of lung cancer has been refined, with treatments allocated according to histology and specific molecular features. For example, targeting mutations such as epidermal growth factor receptor (EGFR) with tyrosine kinase inhibitors has been particularly successful as a treatment modality, demonstrating response rates in selected patients with adenocarcinoma tumors harboring EGFR mutations that are significantly higher than those for conventional chemotherapy. However, the development of new targeted therapies is, in part, highly dependent on an improved understanding of the molecular underpinnings of tumor initiation and progression, knowledge of the role of molecular aberrations in disease progression, and the development of highly reproducible platforms for high-throughput biomarker discovery and testing. In this article, we review clinically relevant research directed toward understanding the biology of lung cancer. The clinical purposes of this research are (1) to identify susceptibility variants and field molecular alterations that will promote the early detection of tumors and (2) to identify tumor molecular alterations that serve as therapeutic targets, prognostic biomarkers, or predictors of tumor response. We focus on research developments in the understanding of lung cancer somatic DNA mutations, chromosomal aberrations, epigenetics, and the tumor microenvironment, and how they can advance diagnostics and therapeutics.
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Affiliation(s)
- Serge Patrick Nana-Sinkam
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Medical Oncology, Ohio State University, Columbus, OH
| | - Charles A Powell
- Division of Pulmonary, Critical Care and Sleep Medicine, Mount Sinai School of Medicine, New York, NY.
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12
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Hu L, Wu C, Zhao X, Heist R, Su L, Zhao Y, Han B, Cao S, Chu M, Dai J, Dong J, Shu Y, Xu L, Chen Y, Wang Y, Lu F, Jiang Y, Yu D, Chen H, Tan W, Ma H, Chen J, Jin G, Wu T, Lu D, Christiani DC, Lin D, Hu Z, Shen H. Genome-wide association study of prognosis in advanced non-small cell lung cancer patients receiving platinum-based chemotherapy. Clin Cancer Res 2012; 18:5507-14. [PMID: 22872573 DOI: 10.1158/1078-0432.ccr-12-1202] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
PURPOSE Genetic variation may influence chemotherapy response and overall survival in cancer patients. EXPERIMENTAL DESIGN We conducted a genome-wide scan in 535 advanced-stage non-small cell lung cancer (NSCLC) patients from two independent cohorts (307 from Nanjing and 228 from Beijing). A replication was carried out on an independent cohort of 340 patients from Southeastern China followed by a second validation on 409 patients from the Massachusetts General Hospital (Boston, MA). RESULTS Consistent associations with NSCLC survival were identified for five single-nucleotide polymorphisms (SNP) in Chinese populations with P values ranging from 3.63 × 10(-5) to 4.19 × 10(-7) in the additive genetic model. The minor allele of three SNPs (rs7629386 at 3p22.1, rs969088 at 5p14.1, and rs3850370 at 14q24.3) were associated with worse NSCLC survival while 2 (rs41997 at 7q31.31 and rs12000445 at 9p21.3) were associated with better NSCLC survival. In addition, rs7629386 at 3p22.1 (CTNNB1) and rs3850370 at 14q24.3 (SNW1-ALKBH1-NRXN3) were further replicated in the Caucasian population. CONCLUSION In this three-stage genome-wide association studies, we identified five SNPs as markers for survival of advanced-stage NSCLC patients treated with first-line platinum-based chemotherapy in Chinese Han populations. Two of these SNPs, rs7629386 and rs3850370, could also be markers for survival among Caucasian patients.
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Affiliation(s)
- Lingmin Hu
- Department of Epidemiology and Biostatistics, Nanjing Medical University, Nanjing, China
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13
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Liu YZ, Wang Z, Fang LL, Li L, Cao J, Xu X, Han YL, Cai Y, Wang LX, Wang MR. A potential probe set of fluorescence in situ hybridization for detection of lung cancer in bronchial brushing specimens. J Cancer Res Clin Oncol 2012; 138:1541-9. [DOI: 10.1007/s00432-012-1232-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 04/10/2012] [Indexed: 12/13/2022]
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Wen J, Fu J, Zhang W, Guo M. Genetic and epigenetic changes in lung carcinoma and their clinical implications. Mod Pathol 2011; 24:932-43. [PMID: 21423157 DOI: 10.1038/modpathol.2011.46] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Lung cancer is the leading cause of cancer deaths worldwide. Recent advance in targeted therapy for lung cancer patients with epidermal growth factor receptor (EGFR) mutations has demonstrated a promising development toward personalized therapy for lung cancer patients. The development of lung cancer is a complex process, involving a series of genetic and epigenetic changes. Tobacco smoke is the predominant etiologic risk factor for lung cancer. However, some lung cancers, especially adenocarcinomas, arise in patients who have never smoked, suggesting the importance of host genetic/epigenetic susceptibility in the occurrence and development of lung cancer. Understanding of these genetic and epigenetic changes will further aid in the biomarker-driven personalized therapy for lung cancer patients. In this review, we summarize the genetic and epigenetic alterations observed in lung cancers, including chromosomal loss of heterozygosity, tumor-suppressor gene mutation, gene methylation, histone modification, and microRNA expression changes. Clinical and preclinical studies have implied specific genetic/epigenetic changes for clinical application in lung cancer patients. However, more efforts are required in validation of the identified molecular markers in lung cancer patients for early detections, assessment for treatment response, and survival predictions.
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Affiliation(s)
- Jing Wen
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Katz RL, He W, Khanna A, Fernandez RL, Zaidi TM, Krebs M, Caraway NP, Zhang HZ, Jiang F, Spitz MR, Blowers DP, Jimenez CA, Mehran RJ, Swisher SG, Roth JA, Morris JS, Etzel CJ, El-Zein R. Genetically abnormal circulating cells in lung cancer patients: an antigen-independent fluorescence in situ hybridization-based case-control study. Clin Cancer Res 2010; 16:3976-87. [PMID: 20651054 DOI: 10.1158/1078-0432.ccr-09-3358] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE We performed a study to determine if a fluorescence in situ hybridization (FISH)-based assay using isolated peripheral blood mononuclear cells (PBMCs) with DNA probes targeting specific sites on chromosomes known to have abnormalities in non-small cell lung cancer (NSCLC) cases could detect circulating genetically abnormal cells (CACs). EXPERIMENTAL DESIGN We evaluated 59 NSCLC cases with stage I through IV disease and 24 controls. PBMCs and matched tumors were hybridized with 2 two-color [3p22.1/CEP3 and 10q22.3 (SP-A)/CEP10) and 2 four-color [CEP3, CEP7, CEP17, and 9p21.3 (URO); and EGFR, c-MYC, 6p11-q11, and 5p15.2 (LAV)] FISH probes. Percentages of cytogenetically abnormal cells (CACs) in peripheral blood and in matched tumor specimens were quantified by using an automated fluorescent scanner. Numbers of CACs were calculated based on the percentage of CACs (defined as PBMCs with genetic abnormalities) per milliliter of blood and expressed per microliter of blood. RESULTS Patients with NSCLC had significantly higher numbers of CACs than controls. Mean number of CACs ranged from 7.23 +/- 1.32/microL for deletions of 10q22.3/CEP10 to 45.52 +/- 7.49/microL for deletions of 3p22.1/CEP3. Numbers of CACs with deletions of 3p22.1, 10q22.3, and 9p21.3, and gains of URO, increased significantly from early to advanced stage of disease. CONCLUSIONS We have developed a sensitive and quantitative antigen-independent FISH-based test for detecting CACs in peripheral blood of patients with NSCLC, which showed a significant correlation with the presence of cancer. If this pilot study can be validated in a larger study, CACs may have a role in the management of patients with NSCLC.
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Affiliation(s)
- Ruth L Katz
- Department of Pathology, University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA.
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Guber A, Greif J, Rona R, Fireman E, Madi L, Kaplan T, Yemini Z, Gottfried M, Katz RL, Daniely M. Computerized analysis of cytology and fluorescence in situ hybridization (FISH) in induced sputum for lung cancer detection. Cancer Cytopathol 2010; 118:269-77. [DOI: 10.1002/cncy.20094] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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17
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Abstract
IMPORTANCE OF THE FIELD Despite many efforts to improve early detection, lung cancer remains the leading cause of cancer deaths. Stage is the main determinant of prognosis and the basis for deciding treatment options. Screening tests for lung cancer have not been successful so far. AREAS COVERED IN THE REVIEW The article reviews the available literature related to biomarkers in use at present and those that could be used for early diagnosis, staging, prognosis, response to therapy and prediction of recurrence. The single biomarkers are analysed, divided according to the technological methods used and the locations of sampling. WHAT THE READER WILL GAIN The reader will gain knowledge on biomarkers in use and those now under study. The reader will also gain insights into the difficulties pertaining to the development of biomarkers, results reproducibility and clinical application. TAKE HOME MESSAGE Although some markers seem to be promising, at present there is no consensus on the proven value of their clinical use in lung cancer. The future lies probably in a panel of biomarkers instead of individual assays, or in predictive models derived from the integration of clinical variables and gene expression profiles.
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Affiliation(s)
- Massimiliano Paci
- Division of Thoracic Surgery, Azienda Santa Maria Nuova di Reggio Emilia, Viale Risorgimento 80, 42100 Reggio Emilia, Italy +39 0522 296929 ; +39 0522 296191 ;
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Voss JS, Kipp BR, Halling KC, Henry MR, Jett JR, Clayton AC, Rickman OB. Fluorescencein SituHybridization Testing Algorithm Improves Lung Cancer Detection in Bronchial Brushing Specimens. Am J Respir Crit Care Med 2010; 181:478-85. [DOI: 10.1164/rccm.200907-1121oc] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
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Reclassificação do carcinoma broncopulmonar: Diferenciação do tipo histológico em biópsias por imuno-histoquímica. REVISTA PORTUGUESA DE PNEUMOLOGIA 2009. [DOI: 10.1016/s0873-2159(15)30195-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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