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Sayed MHM, Abdelnaim AKM, Mohamadien NRA. Intrapatient variability of 18F-FDG uptake in normal tissues. J Clin Imaging Sci 2022; 12:37. [PMID: 36128350 PMCID: PMC9479622 DOI: 10.25259/jcis_23_2022] [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: 02/26/2022] [Accepted: 05/31/2022] [Indexed: 11/08/2022] Open
Abstract
Objectives To investigate the effect of serum glucose level and other confounding factors on the variability of maximum standardized uptake value (SUVmax) in normal tissues within the same patient on two separate occasions and to suggest an ideal reference tissue. Materials and Methods We retrospectively reviewed 334 18F-FDG PET/CT scans of 167 cancer patients including 38 diabetics. All patients had two studies, on average 152 ± 68 days apart. Ten matched volumes of interest were drawn on the brain, right tonsil, blood pool, heart, lung, liver, spleen, bone marrow, fat, and iliopsoas muscle opposite third lumber vertebra away from any pathological 18F-FDG uptake to calculate SUVmax. Results SUVmax of the lungs and heart were significantly different in the two studies (P = 0.003 and P = 0.024 respectively). Only the brain uptake showed a significant moderate negative correlation with the level of blood glucose in diabetic patients (r = −0.537, P = 0.001) in the first study, while the SUVmax of other tissues showed negligible or weak correlation with the level of blood glucose in both studies. The liver showed significant moderate positive correlation with body mass index (BMI) in both studies (r = .416, P = <0.001 versus r = 0.453, P = <0.001, respectively), and blood pool activity showed significant moderate positive correlation with BMI in the first study only (r = 0.414, P = <0.001). The liver and blood pool activities showed significant moderate negative correlation with 18F-FDG uptake time in first study only (r = −0.405, P-value = <0.001; and r = −0.409, P-value = <0.001, respectively). In the multivariate analysis, the liver showed a consistent effect of the injected 18F-FDG dose and uptake duration on its SUVmax on the two occasions. In comparison, spleen and muscle showed consistent effect only of the injected dose on the two occasions. Conclusion The liver, muscle, and splenic activities showed satisfactory test/retest stability and can be used as reference activities. The spleen and muscle appear to be more optimal reference than the liver, as it is only associated with the injected dose of 18F-FDG.
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Affiliation(s)
- Mohamed Hosny Mohamed Sayed
- Department of Clinical Oncology and Nuclear Medicine, Faculty of Medicine, Assiut University, Assiut, Egypt,
| | - Aya KM Abdelnaim
- Department of Clinical Oncology and Nuclear Medicine, Faculty of Medicine, Assiut University, Assiut, Egypt,
| | - Nsreen RA Mohamadien
- Department of Clinical Oncology and Nuclear Medicine, Faculty of Medicine, Assiut University, Assiut, Egypt,
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2
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Integrated 18F-FDG PET/CT parameter defines metabolic oligometastatic non-small cell lung cancer. Nucl Med Commun 2022; 43:1026-1033. [DOI: 10.1097/mnm.0000000000001599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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3
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Shaheen AA, Mohammed AM, Elshimy A, Shalaby MH. Role of PET/CT in post-therapeutic assessment of bronchogenic carcinoma. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2021. [DOI: 10.1186/s43055-021-00503-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Lung cancer is the most common among all kinds of cancers. It still constitutes the leading cause of cancer-related deaths worldwide, even with major advancements in prevention and treatments available. More than 85% of the cases are of non-small cell lung cancer (NSCLC), while less than 15% are of small cell lung cancers (SCLCs).
Patients and methods
This is a prospective study of 20 patients confirmed histopathologically to have bronchogenic carcinoma, who came for assessment of therapeutic response. All patients underwent positron emission tomography/computed tomography (PET/CT) before and after therapy. Semiquantitative assessment was used to determine maximum standardized uptake value (SUVmax). Treatment response evaluation was assessed according to the Response Evaluation Criteria in Solid Tumors (RECIST) criteria.
Results
Comparison of the pre- and post-treatment SUVmax in the responder and non-responder groups revealed that the post-treatment SUV was significantly lower than the baseline SUV in the responder group (P = 0.008). The responder post-treatment SUV and ∆ SUV were significantly lower than the non-responder values (P = 0.014 and 0.0004 respectively). The optimum threshold values of post-treatment SUV and ∆ SUV threshold defined by the receiver operating characteristic (ROC) curve analysis were ≤ 8 and ≤ −48.3 respectively. The sensitivity, specificity, PPV, NPV, and AUC of post-treatment SUV for predicting tumor response were 100%, 66.67%, 66.7%, 100%, and 0.833 respectively. The sensitivity, specificity, PPV, NPV, and AUC of ∆ SUV for predicting tumor response were 100%, 91.67%, 88.9%, 100%, and 0.979% respectively.
Conclusion
PET/CT proved itself as useful, efficient, and reliable tool in follow-up of lung cancer patients as it gives an early and accurate metabolic response assessment before any CT changes, leading to early modification of therapy or confirmation of its efficiency.
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4
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Winkelman JA, van der Woude L, Heineman DJ, Bahce I, Damhuis RA, Mahtab EAF, Hartemink KJ, Senan S, Maat APWM, Braun J, Paul MA, Dahele M, Dickhoff C. A nationwide population-based cohort study of surgical care for patients with superior sulcus tumors: Results from the Dutch Lung Cancer Audit for Surgery (DLCA-S). Lung Cancer 2021; 161:42-48. [PMID: 34509720 DOI: 10.1016/j.lungcan.2021.08.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 08/19/2021] [Accepted: 08/29/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Data on national patterns of care for patients with superior sulcus tumors (SST) is currently lacking. We investigated the distribution of surgical care and outcome for patients with SST in the Netherlands. MATERIAL AND METHODS Data was retrieved from the Dutch Lung Cancer Audit for Surgery (DLCA-S) for all patients undergoing resection for clinical stage IIB-IV SST from 2012 to 2019. Because DLCA-S is not linked to survival data, survival for a separate cohort (2015-2017) was obtained from the Netherlands Cancer Registry (NCR). RESULTS In the study period, 181 patients had SST surgery, representing 1.03% (181/17488) of all lung cancer pulmonary resections. For 2015-2017, the SST resection rate was 14.4% (79/549), and patients with stage IIB/III SST treated with trimodality had a 3-year overall survival of 67.4%. 63.5% of patients were male, and median age was 60 years. Almost 3/4 of tumors were right sided. Surgery was performed in 20 hospitals, with average number of annual resections ranging from ≤ 1 (n = 17) to 9 (n = 1). 39.8% of resections were performed in 1 center and 63.5% in the 3 most active centers. 12.7% of resections were extended (e.g. vertebral resection). 85.1% of resections were complete (R0). Morbidity and 30-day mortality were 51.4% and 3.3% respectively. Despite treating patients with a higher ECOG performance score and more extended resections, the highest volume center had rates of morbidity/mortality, and length of hospital stay that were comparable to those of the medium volume (n = 2) and low-volume centers (n = 1). CONCLUSION In the Netherlands, surgery for SST accounts for about 1% of all lung cancer pulmonary resections, the number of SST resections/hospital/year varies widely, with most centers performing an average of ≤ 1/year. Morbidity and mortality are acceptable and survival compares favourably with the literature. Although further centralisation is possible, it is unknown whether this will improve outcomes.
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Affiliation(s)
- J A Winkelman
- Department of Cardiothoracic Surgery, the Netherlands.
| | - L van der Woude
- Department of Cardiothoracic Surgery, Radboud University Medical Center, Radboud Institute for Health Sciences, Postbus 9101, 6500 HB Nijmegen, the Netherlands; Dutch Institute for Clinical Auditing, Rijnsburgerweg 10, 2333 AA Leiden, the Netherlands
| | - D J Heineman
- Department of Cardiothoracic Surgery, the Netherlands; Surgery, the Netherlands
| | - I Bahce
- Pulmonary Diseases, Amsterdam University Medical Center, Location VUmc, Cancer Center Amsterdam, de Boelelaan 1117, 1081 HV Amsterdam, the Netherlands
| | - R A Damhuis
- Department of Research, Netherlands Comprehensive Cancer Organization, Godebaldkwartier 419, 3511DT Utrecht, the Netherlands
| | - E A F Mahtab
- Department of Cardiothoracic Surgery, Erasmus Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, the Netherlands
| | - K J Hartemink
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands
| | - S Senan
- Radiation Oncology, the Netherlands
| | - A P W M Maat
- Department of Cardiothoracic Surgery, Erasmus Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, the Netherlands
| | - J Braun
- Department of Cardiothoracic Surgery, Leiden University Medical Center, Albinusdreef 2, Postbus 9600, 2300 RC Leiden, the Netherlands
| | - M A Paul
- Department of Cardiothoracic Surgery, the Netherlands
| | - M Dahele
- Radiation Oncology, the Netherlands
| | - C Dickhoff
- Department of Cardiothoracic Surgery, the Netherlands; Surgery, the Netherlands
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5
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Sollini M, Morbelli S, Ciccarelli M, Cecconi M, Aghemo A, Morelli P, Chiola S, Gelardi F, Chiti A. Long COVID hallmarks on [18F]FDG-PET/CT: a case-control study. Eur J Nucl Med Mol Imaging 2021; 48:3187-3197. [PMID: 33677642 PMCID: PMC7937050 DOI: 10.1007/s00259-021-05294-3] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 03/01/2021] [Indexed: 12/13/2022]
Abstract
Purpose The present study hypothesised that whole-body [18F]FDG-PET/CT might provide insight into the pathophysiology of long COVID. Methods We prospectively enrolled 13 adult long COVID patients who complained for at least one persistent symptom for >30 days after infection recovery. A group of 26 melanoma patients with negative PET/CT matched for sex/age was used as controls (2:1 control to case ratio). Qualitative and semi-quantitative analysis of whole-body images was performed. Fisher exact and Mann-Whitney tests were applied to test differences between the two groups. Voxel-based analysis was performed to compare brain metabolism in cases and controls. Cases were further grouped according to prevalent symptoms and analysed accordingly. Results In 4/13 long COVID patients, CT images showed lung abnormalities presenting mild [18F]FDG uptake. Many healthy organs/parenchyma SUVs and SUV ratios significantly differed between the two groups (p ≤ 0.05). Long COVID patients exhibited brain hypometabolism in the right parahippocampal gyrus and thalamus (uncorrected p < 0.001 at voxel level). Specific area(s) of hypometabolism characterised patients with persistent anosmia/ageusia, fatigue, and vascular uptake (uncorrected p < 0.005 at voxel level). Conclusion [18F]FDG PET/CT acknowledged the multi-organ nature of long COVID, supporting the hypothesis of underlying systemic inflammation. Whole-body images showed increased [18F]FDG uptake in several “target” and “non-target” tissues. We found a typical pattern of brain hypometabolism associated with persistent complaints at the PET time, suggesting a different temporal sequence for brain and whole-body inflammatory changes. This evidence underlined the potential value of whole-body [18F]FDG PET in disclosing the pathophysiology of long COVID. Supplementary Information The online version contains supplementary material available at 10.1007/s00259-021-05294-3.
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Affiliation(s)
- Martina Sollini
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
| | - Silvia Morbelli
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Michele Ciccarelli
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
| | - Maurizio Cecconi
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
| | - Alessio Aghemo
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
| | - Paola Morelli
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
| | - Silvia Chiola
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
| | - Fabrizia Gelardi
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy.
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy.
| | - Arturo Chiti
- Humanitas Research Hospital, IRCCS, via Manzoni 56, 20089, Rozzano (Milan), Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Milan, Pieve Emanuele, Italy
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6
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Brodin NP, Tomé WA, Abraham T, Ohri N. 18F-Fluorodeoxyglucose PET in Locally Advanced Non-small Cell Lung Cancer: From Predicting Outcomes to Guiding Therapy. PET Clin 2020; 15:55-63. [PMID: 31735302 DOI: 10.1016/j.cpet.2019.08.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PET using 18-fluorodeoxyglucose (FDG) has become an important part of the work-up for non-small cell lung cancer (NSCLC). This article summarizes advancements in using FDG-PET for patients with locally advanced NSCLC treated with definitive radiation therapy (RT). This article discusses prognostication of outcome based on pretreatment or midtreatment PET metrics, using textural image features to predict treatment outcomes, and using PET to define RT target volumes and inform RT dose modifications. The role of PET is evolving and is moving toward using quantitative image information, with the overarching goal of individualizing therapy to improve outcomes for patients with NSCLC.
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Affiliation(s)
- N Patrik Brodin
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA.
| | - Wolfgang A Tomé
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Tony Abraham
- Department of Radiology (Nuclear Medicine), Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Nitin Ohri
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY 10461, USA
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7
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Travis WD, Dacic S, Wistuba I, Sholl L, Adusumilli P, Bubendorf L, Bunn P, Cascone T, Chaft J, Chen G, Chou TY, Cooper W, Erasmus JJ, Ferreira CG, Goo JM, Heymach J, Hirsch FR, Horinouchi H, Kerr K, Kris M, Jain D, Kim YT, Lopez-Rios F, Lu S, Mitsudomi T, Moreira A, Motoi N, Nicholson AG, Oliveira R, Papotti M, Pastorino U, Paz-Ares L, Pelosi G, Poleri C, Provencio M, Roden AC, Scagliotti G, Swisher SG, Thunnissen E, Tsao MS, Vansteenkiste J, Weder W, Yatabe Y. IASLC Multidisciplinary Recommendations for Pathologic Assessment of Lung Cancer Resection Specimens After Neoadjuvant Therapy. J Thorac Oncol 2020; 15:709-740. [PMID: 32004713 DOI: 10.1016/j.jtho.2020.01.005] [Citation(s) in RCA: 196] [Impact Index Per Article: 49.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 12/25/2019] [Accepted: 01/04/2020] [Indexed: 12/14/2022]
Abstract
Currently, there is no established guidance on how to process and evaluate resected lung cancer specimens after neoadjuvant therapy in the setting of clinical trials and clinical practice. There is also a lack of precise definitions on the degree of pathologic response, including major pathologic response or complete pathologic response. For other cancers such as osteosarcoma and colorectal, breast, and esophageal carcinomas, there have been multiple studies investigating pathologic assessment of the effects of neoadjuvant therapy, including some detailed recommendations on how to handle these specimens. A comprehensive mapping approach to gross and histologic processing of osteosarcomas after induction therapy has been used for over 40 years. The purpose of this article is to outline detailed recommendations on how to process lung cancer resection specimens and to define pathologic response, including major pathologic response or complete pathologic response after neoadjuvant therapy. A standardized approach is recommended to assess the percentages of (1) viable tumor, (2) necrosis, and (3) stroma (including inflammation and fibrosis) with a total adding up to 100%. This is recommended for all systemic therapies, including chemotherapy, chemoradiation, molecular-targeted therapy, immunotherapy, or any future novel therapies yet to be discovered, whether administered alone or in combination. Specific issues may differ for certain therapies such as immunotherapy, but the grossing process should be similar, and the histologic evaluation should contain these basic elements. Standard pathologic response assessment should allow for comparisons between different therapies and correlations with disease-free survival and overall survival in ongoing and future trials. The International Association for the Study of Lung Cancer has an effort to collect such data from existing and future clinical trials. These recommendations are intended as guidance for clinical trials, although it is hoped they can be viewed as suggestion for good clinical practice outside of clinical trials, to improve consistency of pathologic assessment of treatment response.
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Affiliation(s)
- William D Travis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Sanja Dacic
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Ignacio Wistuba
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lynette Sholl
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Prasad Adusumilli
- Thoracic Surgery Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lukas Bubendorf
- Department of Pathology, University of Basel, Basel, Switzerland
| | - Paul Bunn
- Medical Oncology, Colorado University School of Medicine, Aurora, Colorado
| | - Tina Cascone
- Department of Thoracic Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Jamie Chaft
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gang Chen
- Department of Pathology, Zhongshan Hospital Fudan University, Shanghai, China
| | | | - Wendy Cooper
- Department of Pathology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Jeremy J Erasmus
- Department of Radiology, MD Anderson Cancer Center, Houston, Texas
| | | | - Jin-Mo Goo
- Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea
| | - John Heymach
- Department of Thoracic Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Fred R Hirsch
- Center for Thoracic Oncology, Tisch Cancer Institute at Mount Sinai, New York, New York
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Keith Kerr
- Department of Pathology, Aberdeen University Medical School, Aberdeen, Scotland
| | - Mark Kris
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Deepali Jain
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Young T Kim
- Thoracic and Cardiovascular Surgery, Seoul National University College of Medicine, Seoul, South Korea
| | - Fernando Lopez-Rios
- Laboratorio de Dianas Terapeuticas, Hospital Universitario Madrid Sanchinarro, Madrid, Spain
| | - Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai, China
| | - Tetsuya Mitsudomi
- Thoracic Surgery, Kinki University Faculty of Medicine, Osaka-Sayama, Japan
| | - Andre Moreira
- Department of Pathology, New York University School of Medicine, New York, New York
| | - Noriko Motoi
- Department of Pathology, Mational Cancer Center, Tokyo, Japan
| | - Andrew G Nicholson
- Department of Pathology, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom
| | | | - Mauro Papotti
- Department of Pathology, University of Turin, Torino, Italy
| | - Ugo Pastorino
- Thoracic Surgery Division, Istituto Nazionale Tumor, Milan, Italy
| | - Luis Paz-Ares
- Medical Oncology, National Oncology Research Center, Madrid, Spain
| | | | - Claudia Poleri
- Office of Pathology Consultants, Buenos Aries, Argentina
| | - Mariano Provencio
- Oncology Department, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Anja C Roden
- Department of Pathology, Mayo Clinic, Rochester, Minnesota
| | | | | | - Erik Thunnissen
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Ming S Tsao
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | | | - Walter Weder
- Division of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Yasushi Yatabe
- Department of Pathology, Mational Cancer Center, Tokyo, Japan
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Quantitative imaging biomarkers in nuclear medicine: from SUV to image mining studies. Highlights from annals of nuclear medicine 2018. Eur J Nucl Med Mol Imaging 2019; 46:2737-2745. [PMID: 31690962 DOI: 10.1007/s00259-019-04531-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 09/10/2019] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Quantification in medical imaging is one of the main goals in research and clinical practice since it allows immediate understanding, objective communication, and comparison. Our aim was to summarize relevant investigations on quantification in nuclear medicine studies published in the volume 32 of Annals of Nuclear Medicine. METHODS In this article, we summarized the data of 14 selected papers from international research groups that were published between January and December 2018. This is a descriptive review with an inherently subjective selection of articles. RESULTS We discussed the role of parameters ranging from standardized uptake value to ratios, to flow within a region of interest, to volumetric parameters and to texture indices in different clinical scenarios in oncology, cardiology, and neurology. CONCLUSIONS In all the medical disciplines in which nuclear medicine examinations play a role, quantification is essential both in research and in clinical practice. Standardization and high-quality protocols are crucial for the success and reliability of imaging biomarkers.
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9
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Arrieta O, Barrón F, Maldonado F, Cabrera L, Corona-Cruz JF, Blake M, Ramírez-Tirado LA, Zatarain-Barrón ZL, Cardona AF, García O, Arén O, De la Garza J. Radical consolidative treatment provides a clinical benefit and long-term survival in patients with synchronous oligometastatic non-small cell lung cancer: A phase II study. Lung Cancer 2019; 130:67-75. [PMID: 30885354 DOI: 10.1016/j.lungcan.2019.02.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 01/30/2019] [Accepted: 02/06/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Evidence is rapidly accumulating for the use of radical consolidative treatment (RCT) for patients with oligometastatic non-small cell lung cancer (NSCLC). Nonetheless, published studies have several limitations, including a selection of patients whose favorable characteristics might dictate therapeutic success, as well as scarce prospective data regarding overall survival (OS). The objective of this study was to determine whether RCT increases OS in patients with oligometastatic NSCLC. MATERIALS AND METHODS In this prospective, single-arm phase II study, we sought to evaluate the efficacy of RCT in patients with oligometastatic NSCLC in terms of OS. Patients with pathologically confirmed stage IV NSCLC who presented ≤5 synchronous, any-site metastases (including central nervous system [CNS] metastases), as assessed by PET-CT, were included. All patients received four initial cycles of systemic treatment. Following, those with stable disease/partial response received RCT to the primary site and metastases. The response to RCT was evaluated with PET-CT. The primary end-point was OS. Secondary end-points included progression-free survival (PFS) and best response by PET-CT. The study is registered in clinicaltrials.gov (NCT02805530). RESULTS Thirty-seven patients were included in the analysis. The mean age was 55.8 years (range: 33-75 years). At diagnosis, 43.2% of patients presented with CNS metastases. Following RCT, 19 (51.4%) patients achieved a complete-response (CR) by PET-CT, while 18 (48.6%) had a non-complete response (NON-CR). The median OS was nonreached (NR) and was positively affected by CR on PET-CT (NR vs. 27.4 [95% CI: 16.4-38.3]; p = 0.011). The median PFS was 23.5 months (95% CI: 13.6-33.3) and was positively affected by CR on PET-CT (NR vs. 14.3 [95% CI: 11.7-16.9]; p < 0.001; HR: 0.19 [0.07-0.52]; p=0.001). CONCLUSION Patients with oligometastatic NSCLC who undergo RCT have a high response rate and favorable OS. Patients with a CR by PET-CT have significantly longer OS, rendering this an important potential prognostic marker.
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Affiliation(s)
- Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico.
| | - Feliciano Barrón
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Federico Maldonado
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Luis Cabrera
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico; Médica Sur Oncology Center, Mexico
| | - José Francisco Corona-Cruz
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Monika Blake
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Laura Alejandra Ramírez-Tirado
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Zyanya Lucia Zatarain-Barrón
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Andrés F Cardona
- Clinical and Traslational Oncology Group, Clínica del Country, Bogotá, Colombia; Foundation for Clinical and Applied Cancer Research- FICMAC, Bogotá, Colombia; Clinical Research and Biology Systems Department, Universidad El Bosque, Bogotá, Colombia
| | - Osvaldo García
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
| | - Osvaldo Arén
- Centro de Investigación Clínica Bradford Hill, Santiago, Chile
| | - Jaime De la Garza
- Thoracic Oncology Unit, National Cancer Institute (INCan), San Fernando #22, Sección XVI, Tlalpan, CP 14080, Mexico City, Mexico
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10
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Radonic T, Dickhoff C, Mino-Kenudson M, Lely R, Paul R, Thunnissen E. Gross handling of pulmonary resection specimen: maintaining the 3-dimensional orientation. J Thorac Dis 2019; 11:S37-S44. [PMID: 30775026 PMCID: PMC6353737 DOI: 10.21037/jtd.2018.12.36] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 12/06/2018] [Indexed: 01/10/2023]
Abstract
There is limited literature on the gross handling of lung resection specimens. Microscopic examination of the specimen, TNM staging and predictive biomarker testing are fully dependent on an adequate gross handling. In this paper, we present a 3-dimensional (3D) grossing method of oncological lung resection specimens, which ensures proper fixation of the tumor tissue, but also enables accurate correlation with the pre-surgical imaging.
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Affiliation(s)
- Teodora Radonic
- Department of Pathology Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Chris Dickhoff
- Department of Surgery, Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
- Department of Cardiothoracic Surgery, Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Rutger Lely
- Department of Radiology, Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Rick Paul
- Department of Cardiothoracic Surgery, Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Erik Thunnissen
- Department of Pathology Amsterdam University Medical Centers, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
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11
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Radiomics in Nuclear Medicine Applied to Radiation Therapy: Methods, Pitfalls, and Challenges. Int J Radiat Oncol Biol Phys 2018; 102:1117-1142. [PMID: 30064704 DOI: 10.1016/j.ijrobp.2018.05.022] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 04/27/2018] [Accepted: 05/02/2018] [Indexed: 02/06/2023]
Abstract
Radiomics is a recent area of research in precision medicine and is based on the extraction of a large variety of features from medical images. In the field of radiation oncology, comprehensive image analysis is crucial to personalization of treatments. A better characterization of local heterogeneity and the shape of the tumor, depicting individual cancer aggressiveness, could guide dose planning and suggest volumes in which a higher dose is needed for better tumor control. In addition, noninvasive imaging features that could predict treatment outcome from baseline scans could help the radiation oncologist to determine the best treatment strategies and to stratify patients as at low risk or high risk of recurrence. Nuclear medicine molecular imaging reflects information regarding biological processes in the tumor thanks to a wide range of radiotracers. Many studies involving 18F-fluorodeoxyglucose positron emission tomography suggest an added value of radiomics compared with the use of conventional PET metrics such as standardized uptake value for both tumor diagnosis and prediction of recurrence or treatment outcome. However, these promising results should not hide technical difficulties that still currently prevent the approach from being widely studied or clinically used. These difficulties mostly pertain to the variability of the imaging features as a function of the acquisition device and protocol, the robustness of the models with respect to that variability, and the interpretation of the radiomic models. Addressing the impact of the variability in acquisition and reconstruction protocols is needed, as is harmonizing the radiomic feature calculation methods, to ensure the reproducibility of studies in a multicenter context and their implementation in a clinical workflow. In this review, we explain the potential impact of positron emission tomography radiomics for radiation therapy and underline the various aspects that need to be carefully addressed to make the most of this promising approach.
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12
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Arnett AL, Packard AT, Mara K, Mansfield AS, Wigle DA, Haddock MG, Park SS, Olivier KR, Garces YI, Merrell KW. FDG-PET parameters as predictors of pathologic response and nodal clearance in patients with stage III non-small cell lung cancer receiving neoadjuvant chemoradiation and surgery. Pract Radiat Oncol 2017; 7:e531-e541. [DOI: 10.1016/j.prro.2017.04.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 04/13/2017] [Accepted: 04/17/2017] [Indexed: 01/21/2023]
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13
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Sheikhbahaei S, Mena E, Yanamadala A, Reddy S, Solnes LB, Wachsmann J, Subramaniam RM. The Value of FDG PET/CT in Treatment Response Assessment, Follow-Up, and Surveillance of Lung Cancer. AJR Am J Roentgenol 2017; 208:420-433. [PMID: 27726427 DOI: 10.2214/ajr.16.16532] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE The purpose of this article is to summarize the evidence regarding the role of FDG PET/CT in treatment response assessment and surveillance of lung cancer and to provide suggested best practices. CONCLUSION FDG PET/CT is a valuable imaging tool for assessing treatment response for patients with lung cancer, though evidence for its comparative effectiveness with chest CT is still evolving. FDG PET/CT is most useful when there is clinical suspicion or other evidence for disease recurrence or metastases. The sequencing, cost analysis, and comparative effectiveness of FDG PET/CT and conventional imaging modalities in the follow-up setting need to be investigated.
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Affiliation(s)
- Sara Sheikhbahaei
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
| | - Esther Mena
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
| | - Anusha Yanamadala
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
| | - Siddaling Reddy
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
| | - Lilja B Solnes
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
| | - Jason Wachsmann
- 2 Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390
| | - Rathan M Subramaniam
- 1 Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, MD
- 2 Department of Radiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390
- 3 Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX
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14
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Radiologic-pathologic correlation of response to chemoradiation in resectable locally advanced NSCLC. Lung Cancer 2016; 102:1-8. [DOI: 10.1016/j.lungcan.2016.10.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 09/01/2016] [Accepted: 10/11/2016] [Indexed: 10/20/2022]
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15
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Personalizing NSCLC therapy by characterizing tumors using TKI-PET and immuno-PET. Lung Cancer 2016; 107:1-13. [PMID: 27319335 DOI: 10.1016/j.lungcan.2016.05.025] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 05/20/2016] [Accepted: 05/29/2016] [Indexed: 12/24/2022]
Abstract
Non-small cell lung cancer (NSCLC) therapy has entered a rapidly advancing era of precision medicine with an ever increasing number of drugs directed against a variety of specific tumor targets. Amongst these new agents, tyrosine kinase inhibitors (TKIs) and monoclonal antibodies (mAbs) are most frequently used. However, as only a sensitive subgroup of patients benefits from targeting drugs, predictive biomarkers are needed. Positron emission tomography (PET) may offer such a biomarker for predicting therapy efficacy. Some of the TKIs and mAbs that are in clinical use can be radioactively labeled and used as tracers. PET can visualize and quantify tumor specific uptake of radiolabeled targeting drugs, allowing for characterization of their pharmacokinetic behavior. In this review, the clinical potential of PET using radiolabeled TKIs (TKI-PET) and mAbs (immuno-PET) in NSCLC is discussed, and an overview is provided of the most relevant preclinical and clinical studies.
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16
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Hofheinz F, Bütof R, Apostolova I, Zöphel K, Steffen IG, Amthauer H, Kotzerke J, Baumann M, van den Hoff J. An investigation of the relation between tumor-to-liver ratio (TLR) and tumor-to-blood standard uptake ratio (SUR) in oncological FDG PET. EJNMMI Res 2016; 6:19. [PMID: 26936768 PMCID: PMC4775714 DOI: 10.1186/s13550-016-0174-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 02/12/2016] [Indexed: 11/29/2022] Open
Abstract
Background The standardized uptake value (SUV) is the nearly exclusive means for quantitative evaluation of clinical [18F-]fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) whole body investigations. However, the SUV methodology has well-known shortcomings. In this context, it has been recognized that at least part of the problems can be eliminated if tumor SUV is normalized to the SUV of a reference region in the liver (tumor-to-liver [TLR] ratio). In recent publications, we have systematically investigated the tumor-to-blood SUV ratio (SUR) for normalization of tumor SUVs which in our view offers principal advantages in comparison to TLR. The aim of this study was a comprehensive comparison of TLR and SUR in terms of quantification of tumor lesions. Methods 18F-FDG PET/CT was performed in 424 patients (557 scans) with different tumor entities prior to radio(chemo)therapy. In the PET images, SUVmax of the primary tumor was determined. SUVliver was calculated in the inferior right lobe of the liver. SUVblood was determined by manually delineating the aorta in the low-dose CT. TLR and SUR were computed and scan time corrected to 60 min p.i. (TLRtc and SURtc). Correlation analysis was performed for SUVliver vs. SUVblood, TLR vs. SUR, SUVliver/SUVblood vs. SUVblood,SURtc/TLR vs. SURtc, and SURtc/TLRtc vs. SURtc. Variability of the respective ratios was assessed via histogram analysis. The prognostic value of TLR and TLRtc for distant metastases-free survival (DM) was investigated with univariate Cox regression in a homogeneous subgroup (N = 130) and compared to previously published results for SUV and SURtc. Results Correlation analysis revealed a linear correlation of SUVliver vs. SUVblood (R 2=0.83) and of TLR vs. SURtc (R2=0.92). The SUVliver/SUVblood ratio (mean ± s.d.) was 1.47 ± 0.18. For the SURtc/TLR ratio, we obtained 1.14 ± 0.21 and for the SURtc/TLRtc ratio 1.38 ± 0.17. Survival analysis revealed TLR and TLRtc as significant prognostic factors for DM (hazard ratio [HR] = 3.3 and HR = 3, respectively). Both hazard ratios are lower than that of SURtc (HR = 4.1) although this reduction does not reach statistical significance for the given limited group size. HRs of TLR and SURtc are both significantly higher than HR of SUV (HR = 2.2). Conclusions Suitability of the liver as surrogate of arterial tracer supply for SUV normalization via TLR computation is limited. Further studies in sufficiently large patient groups are required to better characterize the relative performance of SUV, TLR, and SUR in different settings.
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Affiliation(s)
- Frank Hofheinz
- Helmholtz-Zentrum Dresden-Rossendorf, PET Center, Institute of Radiopharmaceutical Cancer Research, Bautzner Landstraße, Dresden, Germany.
| | - Rebecca Bütof
- Department of Radiation Oncology, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany. .,OncoRay - National Center for Radiation Research in Oncology, Dresden, Germany.
| | - Ivayla Apostolova
- Klinik für Radiologie und Nuklearmedizin, Universitätsklinikum Magdeburg A.ö.R., Magdeburg, Germany.
| | - Klaus Zöphel
- OncoRay - National Center for Radiation Research in Oncology, Dresden, Germany. .,Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany.
| | - Ingo G Steffen
- Klinik für Radiologie und Nuklearmedizin, Universitätsklinikum Magdeburg A.ö.R., Magdeburg, Germany.
| | - Holger Amthauer
- Klinik für Radiologie und Nuklearmedizin, Universitätsklinikum Magdeburg A.ö.R., Magdeburg, Germany.
| | - Jörg Kotzerke
- Helmholtz-Zentrum Dresden-Rossendorf, PET Center, Institute of Radiopharmaceutical Cancer Research, Bautzner Landstraße, Dresden, Germany. .,Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany.
| | - Michael Baumann
- Department of Radiation Oncology, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany. .,OncoRay - National Center for Radiation Research in Oncology, Dresden, Germany. .,German Cancer Consortium (DKTK), Dresden, Germany. .,German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology, Dresden, Germany.
| | - Jörg van den Hoff
- Helmholtz-Zentrum Dresden-Rossendorf, PET Center, Institute of Radiopharmaceutical Cancer Research, Bautzner Landstraße, Dresden, Germany. .,Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany.
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Strimpakos AS, Banerji U, Thavasu P, Tsilimagou A, Psyrri A, Syrigos KN. Percentage Change in Plasma Cytokeratin 18 Is Associated with Clinical Outcomes in Patients Receiving Pemetrexed and Carboplatin for the Adenocarcinoma Subtype of NSCLC. Oncology 2015; 89:53-9. [PMID: 25766505 DOI: 10.1159/000371711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Accepted: 12/17/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND The adenocarcinoma subtype of non-small cell lung cancer (adeno-NSCLC) is routinely treated with chemotherapy if patients do not have molecular aberrations such as epidermal growth factor receptor mutations or anaplastic lymphoma kinase rearrangements. There are currently no validated biomarkers that can predict if patients will gain clinical benefit from chemotherapy, leading to a majority of patients receiving many cycles of unnecessary chemotherapy. We hypothesized that the percentage rise in plasma caspase-cleaved cytokeratin 18 (cCK18) and total cytokeratin 18 (tCK18) assessed before and after chemotherapy correlates with the radiological response to chemotherapy. METHODS Plasma samples from 40 patients with stage IV adeno-NSCLC, treated with first-line chemotherapy with carboplatin (AUC5) plus pemetrexed (500 mg/m(2)), were collected prior to chemotherapy and 48 h after treatment. ELISA was used to quantify cCK18 and tCK18. RESULTS The male-to-female ratio was 3:1, and the median age of patients was 63 years. Patients who had a clinical benefit (complete response, partial response or stable disease) at the first radiological assessment following chemotherapy had a significantly higher percentage change in plasma tCK18 levels compared to those who had no clinical benefit, i.e. progressive disease (69.5 ± 75.1 vs. 25.3 ± 30.9%, respectively; p = 0.042). The receiver operating characteristic area was 0.712 (p = 0.039). There was an increase in the percentage change in cCK18 in patients with clinical benefit compared to those without clinical benefit but this was not statistically significant (57.6 ± 112.8 vs. 24.38 ± 45.1%, respectively; p = 0.85). CONCLUSIONS The percentage change in plasma tCK18 levels before and after the first cycle of pemetrexed and carboplatin chemotherapy is associated with clinical benefit. If validated in larger cohorts, this test can be used to identify patients unlikely to respond to treatment who can thus be offered alternative treatments or entry into clinical trials.
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Affiliation(s)
- Alexios S Strimpakos
- Oncology Unit, 2nd Department of Internal Medicine, University General Hospital 'Attikon', Athens, Greece
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18
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Abstract
(18)F-fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) plays a key role in the evaluation of undiagnosed lung nodules, when primary lung cancer is strongly suspected, or when it has already been diagnosed by other techniques. Although technical factors may compromise characterization of small or highly mobile lesions, lesions without apparent FDG uptake can generally be safely observed, whereas FDG-avid lung nodules almost always need further evaluation. FDG-PET/CT is now the primary staging imaging modality for patients with lung cancer who are being considered for curative therapy with either surgery or definitive radiation therapy.
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Usmanij EA, Bussink J, de Geus-Oei LF. In-treatment assessment of response in locally advanced NSCLC: paving the way for personalized medicine. Lung Cancer 2014; 86:374. [PMID: 25454200 DOI: 10.1016/j.lungcan.2014.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Accepted: 10/07/2014] [Indexed: 10/24/2022]
Affiliation(s)
- Edwin A Usmanij
- Department of Nuclear Medicine, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.
| | - Jan Bussink
- Department of Radiation Oncology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | - Lioe-Fee de Geus-Oei
- Department of Nuclear Medicine, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
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