1
|
Bhat RR, Shivalingappa SS, Ashok M, Kesari A, Kedilaya S, L YU. Utilization of Gallium-68 Fibroblast Activation Protein Inhibitor Positron Emission Tomography (⁶⁸Ga-FAPI PET) for Head and Neck Malignancies With Neck Imaging Reporting and Data System (Ni-RADS) Correlation. Cureus 2025; 17:e78476. [PMID: 40051952 PMCID: PMC11883844 DOI: 10.7759/cureus.78476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/03/2025] [Indexed: 03/09/2025] Open
Abstract
Background Head and neck cancers (HNCs) encompass a group of malignancies that arise in the mucosal surfaces of the oral cavity, pharynx, larynx, and other related structures. Advances in imaging modalities such as positron emission tomography-computed tomography (PET-CT) and magnetic resonance imaging (MRI) have improved tumor detection and staging, aiding in personalized treatment approaches. PET-CT is used to diagnose and stage various cancers. Interpretation of neck masses can be quite challenging, particularly in the context of prior surgery and radiotherapy. A standardized lexicon and risk classification system for interpreting images in patients treated for HNC has been developed by the American College of Radiology (ACR) Neck Imaging Reporting and Data System (Ni-RADS) Committee. While fluorine-18 fluorodeoxyglucose (18F-FDG) PET-CT is widely used to assess head and neck malignancies, we have chosen to employ gallium-68 fibroblast activation protein inhibitor (68Ga FAPI) PET-CT in the Ni-RADS category in this investigation because to its exclusive advantages over FDG. Methodology This was a non-funded retrospective-prospective study conducted in the Department of Radiodiagnosis at Healthcare Global Hospital, KR Road, Bangalore, following approval from the Institutional Ethical Committee. The period of observation for this study was January 2024 to June 2024. Patients with known HNC who were on follow-up and referred for a 68Ga FAPI PET-CT scan were included in the study. The Ni-RADS score was assigned, and histopathological correlation was performed. Descriptive statistics were used, and sensitivity and specificity were calculated. Results Out of the 41 cases selected for the study, all Ni-RADS 1 cases (100%, 6/6) were nonmalignant. Among Ni-RADS 2 cases 3 (37.5%) were malignant and 5 (62.5%) were nonmalignant. Nearly all Ni-RADS 3 cases (26/27, 96.3%) were malignant, indicating that higher Ni-RADS scores strongly correlate with malignancy. Recurrence is significantly associated with a Ni-RADS 3 score, whereas nonmalignancy is associated with a lower score (P < 0.001). Similar results were also seen in the case of nodal recurrences. This study showed that 68Ga FAPI PET-CT has a high sensitivity of 88.3% and specificity of 95.8% in identifying recurrent malignant and nonmalignant cases. Conclusions We can conclude that FAPI PET, which offers several advantages over FDG, can be effectively used in the Ni-RADS criteria for diagnosing HNC recurrences. The utilization of FAPI PET in conjunction with contrast-enhanced CT facilitates the identification of tumor morphological and metabolic features. However, further research and larger cohorts are needed to improve prediction accuracy and guide personalized treatment decisions.
Collapse
Affiliation(s)
- Revanth R Bhat
- Department of Radiology, Healthcare Global Hospital, Bengaluru, IND
| | | | - Mahesh Ashok
- Department of Radiology, Healthcare Global Hospital, Bengaluru, IND
| | - Avinash Kesari
- Department of Radiology, Healthcare Global Hospital, Bengaluru, IND
| | - Sumana Kedilaya
- Department of Radiology, Healthcare Global Hospital, Bengaluru, IND
| | - Yashas Ullas L
- Department of Radiodiagnosis, Sri Devaraj Urs Medical College, Kolar, IND
| |
Collapse
|
2
|
Ding J, Liqian, Lin Y, Zheng X, Huang C, Hong J, Chen C, Fei Z. Baseline SUVmax is correlated with tumor hypoxia and patient outcomes in nasopharyngeal carcinoma. Sci Rep 2024; 14:20157. [PMID: 39215035 PMCID: PMC11364769 DOI: 10.1038/s41598-024-71191-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
To evaluate the prognostic significance of the maximum standardized uptake value (SUVmax) in nasopharyngeal carcinoma (NPC), establish a gene signature that correlates with SUVmax, and explore the underlying biological behaviors associated with these correlations for the prediction of clinical outcomes. A cohort of 726 patients with NPC was examined to identify correlations between SUVmax and various clinical variables. RNA sequencing was performed to identify genes related to SUVmax, and these genes were used to develop an SUV signature. Additionally, transcriptome enrichment analysis was conducted to investigate the potential biological behaviors underlying the observed correlations. Higher SUVmax was associated with an increased tumor burden and worse prognosis. The SUV signature, which consisted of 10 genes, was positively correlated with SUVmax, and it predicted worse survival outcomes. This signature was highly expressed in malignant epithelial cells and associated with hypoxia and resistance to radiotherapy. Additionally, the signature was negatively correlated with immune function. SUVmax is a valuable prognostic indicator in NPC, with higher values predicting worse outcomes. The SUV signature offers further prognostic insights, linking glucose metabolism to tumor aggressiveness, treatment resistance, and immune function, and it could represent a potential biomarker for NPC.
Collapse
Affiliation(s)
- Jianming Ding
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Liqian
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Yuhao Lin
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Xiaobing Zheng
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Chaoxiong Huang
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Jiabiao Hong
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China
| | - Chuanben Chen
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China.
| | - Zhaodong Fei
- Department of Radiation Oncology, Fujian Cancer Hospital, Clinical Oncology School of Fujian Medical University, Fuma Road, Fuzhou, 350014, Fujian, People's Republic of China.
| |
Collapse
|
3
|
Caldarella C, De Risi M, Massaccesi M, Miccichè F, Bussu F, Galli J, Rufini V, Leccisotti L. Role of 18F-FDG PET/CT in Head and Neck Squamous Cell Carcinoma: Current Evidence and Innovative Applications. Cancers (Basel) 2024; 16:1905. [PMID: 38791983 PMCID: PMC11119768 DOI: 10.3390/cancers16101905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/08/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
This article provides an overview of the use of 18F-FDG PET/CT in various clinical scenarios of head-neck squamous cell carcinoma, ranging from initial staging to treatment-response assessment, and post-therapy follow-up, with a focus on the current evidence, debated issues, and innovative applications. Methodological aspects and the most frequent pitfalls in head-neck imaging interpretation are described. In the initial work-up, 18F-FDG PET/CT is recommended in patients with metastatic cervical lymphadenectomy and occult primary tumor; moreover, it is a well-established imaging tool for detecting cervical nodal involvement, distant metastases, and synchronous primary tumors. Various 18F-FDG pre-treatment parameters show prognostic value in terms of disease progression and overall survival. In this scenario, an emerging role is played by radiomics and machine learning. For radiation-treatment planning, 18F-FDG PET/CT provides an accurate delineation of target volumes and treatment adaptation. Due to its high negative predictive value, 18F-FDG PET/CT, performed at least 12 weeks after the completion of chemoradiotherapy, can prevent unnecessary neck dissections. In addition to radiomics and machine learning, emerging applications include PET/MRI, which combines the high soft-tissue contrast of MRI with the metabolic information of PET, and the use of PET radiopharmaceuticals other than 18F-FDG, which can answer specific clinical needs.
Collapse
Affiliation(s)
- Carmelo Caldarella
- Nuclear Medicine Unit, Department of Radiology and Oncologic Radiotherapy, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (C.C.); (M.D.R.); (L.L.)
| | - Marina De Risi
- Nuclear Medicine Unit, Department of Radiology and Oncologic Radiotherapy, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (C.C.); (M.D.R.); (L.L.)
| | - Mariangela Massaccesi
- Radiation Oncology Unit, Department of Radiology and Oncologic Radiotherapy, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Francesco Miccichè
- Radiation Oncology Unit, Ospedale Isola Tiberina—Gemelli Isola, 00186 Rome, Italy;
| | - Francesco Bussu
- Otorhinolaryngology Operative Unit, Azienda Ospedaliero Universitaria Sassari, 07100 Sassari, Italy;
- Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy
| | - Jacopo Galli
- Otorhinolaryngology Unit, Department of Neurosciences, Sensory Organs and Thorax, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
- Section of Otolaryngology, Department of Head-Neck and Sensory Organs, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Vittoria Rufini
- Nuclear Medicine Unit, Department of Radiology and Oncologic Radiotherapy, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (C.C.); (M.D.R.); (L.L.)
- Section of Nuclear Medicine, Department of Radiological Sciences and Hematology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Lucia Leccisotti
- Nuclear Medicine Unit, Department of Radiology and Oncologic Radiotherapy, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (C.C.); (M.D.R.); (L.L.)
- Section of Nuclear Medicine, Department of Radiological Sciences and Hematology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| |
Collapse
|
4
|
Subramaniam RM. Quarter Century Positron Emission Tomography/Computed Tomography Transformation of Oncology: Head and Neck Cancer. PET Clin 2024; 19:125-129. [PMID: 38290968 DOI: 10.1016/j.cpet.2023.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
During the last 2 decades, f-18 fluorodeoxyglucose positron emission tomography/computed tomography (18F FDG PET/CT) has transformed the clinical head and neck cancer imaging for patient management and predicting survival outcomes. It is now widely used for staging, radiotherapy planning, posttherapy assessment, and for detecting recurrence in head and neck cancers and is widely included in NCCN and other evidence based clinical practice guidelines. Future Directions would include evaluating the potential value of FAPI PET/CT for head and neck cancers, opportunity to use volumetric and tumor heterogeneity parameters and deploying AI in diagnostic and therapeutic assessments.
Collapse
Affiliation(s)
- Rathan M Subramaniam
- Faculty of Medicine, Nursing & Midwifery and Health Sciences, University of Notre Dame Australia, Sydney, Australia; Department of Radiology, Duke University, Durham, NC, USA; Department of Medicine, University of Otago Medical School, Dunedin, New Zealand.
| |
Collapse
|
5
|
Wamasing N, Nakamura S, Watanabe H, Kuribayashi A, Miura M. Potential of preoperative fluorodeoxyglucose-positron emission tomography/computed tomography to diagnose contralateral lymph node metastases in patients with oral cancer. Nucl Med Commun 2023; 44:1168-1175. [PMID: 37706262 DOI: 10.1097/mnm.0000000000001765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2023]
Abstract
OBJECTIVE To establish a decision tree using preoperative PET/computed tomography (CT) parameters for detecting contralateral lymph node metastasis (CLNM) in oral cancer patients. METHODS In total, 140 patients with a confirmed histopathological diagnosis of oral carcinoma showed fluorodeoxyglucose accumulation of contralateral lymph nodes in PET images. Of 260 lymph nodes, eight were metastatic. We compared metastatic and non-metastatic nodes using Fisher-Freeman-Halton exact and Fisher's exact and Mann-Whitney U tests. The diagnostic performance was analyzed using receiver operating characteristic curves. We established a decision tree using exhaustive chi-squared automatic interaction detection algorithm. RESULTS Five PET/CT parameters were significantly different between metastatic and non-metastatic nodes: the longest ( P = 0.015) and shortest ( P = 0.023) diameter, and the maximum standardized uptake values (SUVmax) of the contralateral node ( P = 0.030), primary tumor ( P < 0.001), and ipsilateral node ( P < 0.001). The area under the curves of SUVmax of the primary tumor (0.887), ipsilateral node (0.886), and longest diameter (0.752) were the largest and these three parameters were used as predictive criteria in the decision tree. The accuracy of the decision tree was 97.7% with 100% sensitivity and 97.6% specificity. CONCLUSION Preoperative PET/CT imaging with a decision tree has the potential to diagnose CLNM in patients with oral cancer.
Collapse
Affiliation(s)
- Natnicha Wamasing
- Department of Dental Radiology and Radiation Oncology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8549, Japan
| | | | | | | | | |
Collapse
|
6
|
Gule-Monroe MK, Calle S, Policeni B, Juliano AF, Agarwal M, Chow LQM, Dubey P, Friedman ER, Hagiwara M, Hanrahan KD, Jain V, Rath TJ, Smith RB, Subramaniam RM, Taheri MR, Yom SS, Zander D, Burns J. ACR Appropriateness Criteria® Staging and Post-Therapy Assessment of Head and Neck Cancer. J Am Coll Radiol 2023; 20:S521-S564. [PMID: 38040469 DOI: 10.1016/j.jacr.2023.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 08/22/2023] [Indexed: 12/03/2023]
Abstract
Imaging of head and neck cancer at initial staging and as part of post-treatment surveillance is a key component of patient care as it guides treatment strategy and aids determination of prognosis. Head and neck cancer includes a heterogenous group of malignancies encompassing several anatomic sites and histologies, with squamous cell carcinoma the most common. Together this comprises the seventh most common cancer worldwide. At initial staging comprehensive imaging delineating the anatomic extent of the primary site, while also assessing the nodal involvement of the neck is necessary. The treatment of head and neck cancer often includes a combination of surgery, radiation, and chemotherapy. Post-treatment imaging is tailored for the evaluation of treatment response and early detection of local, locoregional, and distant recurrent tumor. Cross-sectional imaging with CT or MRI is recommended for the detailed anatomic delineation of the primary site. PET/CT provides complementary metabolic information and can map systemic involvement. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
Collapse
Affiliation(s)
| | - Susana Calle
- Research Author, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bruno Policeni
- Panel Chair, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Amy F Juliano
- Panel Vice-Chair, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts
| | - Mohit Agarwal
- Froedtert Memorial Lutheran Hospital Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Laura Q M Chow
- University of Texas at Austin, Dell Medical School, Austin, Texas; American Society of Clinical Oncology
| | | | | | - Mari Hagiwara
- New York University Langone Health, New York, New York
| | | | - Vikas Jain
- MetroHealth Medical Center, Cleveland, Ohio
| | | | - Russell B Smith
- Baptist Medical Center, Jacksonville, Florida; American Academy of Otolaryngology-Head and Neck Surgery
| | - Rathan M Subramaniam
- University of Otago, Dunedin, Otepoti, New Zealand; Commission on Nuclear Medicine and Molecular Imaging
| | - M Reza Taheri
- George Washington University Hospital, Washington, District of Columbia
| | - Sue S Yom
- University of California, San Francisco, San Francisco, California
| | | | - Judah Burns
- Specialty Chair, Montefiore Medical Center, Bronx, New York
| |
Collapse
|
7
|
Lee J, Davis SJ, Amin SN, Rohde SL, Kim YJ. Utility of PET-CT in Newly Diagnosed HPV-Associated Oropharyngeal Squamous Cell Carcinoma. Ann Otol Rhinol Laryngol 2023; 132:1133-1139. [PMID: 36453776 DOI: 10.1177/00034894221135934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
OBJECTIVE To compare the utility of positron emission tomography-computed tomography (PET-CT) versus contrasted CT neck combined with routine chest imaging for disease staging and treatment planning in human papillomavirus (HPV) associated oropharyngeal squamous cell carcinoma (OPSCC) with clinically evident sites of primary disease. METHODS All adult patients with primary HPV-associated OPSCC at a single quaternary care cancer center from 2018 to 2019 were reviewed, and those with images available for re-review were included. Primary outcomes included concordance in clinical staging between the 2 imaging modalities of interest (PET-CT vs CT), as well as independent agreement of each with pathologic staging. Analysis was performed via ordinal logistic regression. A secondary outcome was treatment selection after diagnostic imaging, analyzed via chi-squared testing. RESULTS In total, 100 patients were included for evaluation, of which 89% were male, 91% Caucasian, and mean age was 61.2 years (SD 9.6). Clinical disease staging agreed between imaging modalities in 95% of cases (54 of 57 patients). Pathologic staging agreed with clinical staging from CT neck in 93% of cases (25 of 27 patients; P = .004), and with PET-CT in 82% (14 of 17 patients; P =.003). No differences were observed between the 2 imaging modalities for subsequent treatment selection (P = .39). CONCLUSION In uncomplicated HPV-associated OPSCC, CT offers equivalent diagnostic accuracy to that of combined whole-body PET-CT for clinical staging, and has no appreciable impact on treatment selection. A reduced reliance on routine PET-CT during initial workup of HPV-associated OPSCC may be favorable for otherwise healthy patients with clinically evident sites of primary disease.
Collapse
Affiliation(s)
- Jaclyn Lee
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Seth J Davis
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shaunak N Amin
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, WA
| | - Sarah L Rohde
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Division of Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Young J Kim
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Division of Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
8
|
Cheng NM, Lin CY, Liao CT, Tsan DL, Ng SH, Yen TC. The added values of 18F-FDG PET/CT in differentiating cancer recurrence and osteoradionecrosis of mandible in patients with treated oral squamous cell carcinoma. EJNMMI Res 2023; 13:25. [PMID: 37010632 PMCID: PMC10070584 DOI: 10.1186/s13550-023-00965-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 02/07/2023] [Indexed: 04/04/2023] Open
Abstract
BACKGROUND Osteoradionecrosis (ORN) of the jaw requires a differential diagnosis to exclude cancer recurrence. Here, we sought to develop a scoring system comprising 18F-FDG PET/CT parameters for distinguishing between the two conditions in patients with oral squamous cell carcinoma (OSCC). METHODS The study consisted of 103 OSCC patients with suspected ORN of the jaw. All participants underwent 18F-FDG PET/CT imaging within 6 months of diagnostic histopathology. Following extraction of PET parameters, we identified clinical and imaging predictors of mandibular recurrence-free survival (MRFS) using receiver operating characteristic curve analysis and multivariate Cox regression models. RESULTS The results of histopathology revealed mandibular cancer recurrence in 24 patients (23.3%). Multivariate Cox regression analyses identified an age at diagnosis ≤ 52 years (P = 0.013), a location of the SUVmax voxel with soft tissue predominance (P = 0.019), and mandibular total lesion glycolysis (TLG) > 62.68 g (P < 0.001) as independent risk factors for MRFS. A scoring system was devised with scores from 0 (no risk factor) to 3 (presence of all three risk factors). High-risk patients with a score of 2-3 compared with score of 0-1 had a significantly higher likelihood of mandibular cancer recurrence (hazard ratio: 32.50, 95% confidence interval: 8.51-124.18, P < 0.001). The scoring system had a sensitivity of 87.50%, a specificity of 82.28%, and an accuracy of 83.50% for identifying mandibular cancer recurrence. CONCLUSIONS The scoring system of our study is clinically useful for identifying mandibular cancer recurrence in patients with suspected ORN of the jaw.
Collapse
Affiliation(s)
- Nai-Ming Cheng
- Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, No. 5, Fu-Shin St., Kueishan District, Taoyuan City, 333, Taiwan
- Department of Nuclear Medicine, Chang Gung Memorial Hospital, Keelung, Keelung, Taiwan
| | - Chien-Yu Lin
- Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chun-Ta Liao
- Department of Otolaryngology - Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Din-Li Tsan
- Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
- Department of Radiation Oncology, Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Shu-Hang Ng
- Department of Diagnostic Radiology, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Tzu-Chen Yen
- Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital, Linkou, Chang Gung University College of Medicine, No. 5, Fu-Shin St., Kueishan District, Taoyuan City, 333, Taiwan.
| |
Collapse
|
9
|
Diagnostic Accuracy of 18F-FDG-PET/CT and 18F-FDG-PET/MRI in Detecting Locoregional Recurrence of HNSCC 12 Weeks after the End of Chemoradiotherapy: Single-Center Experience with PET/MRI. CONTRAST MEDIA & MOLECULAR IMAGING 2022; 2022:8676787. [PMID: 36082064 PMCID: PMC9433207 DOI: 10.1155/2022/8676787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 07/07/2022] [Indexed: 11/18/2022]
Abstract
Purpose In head and neck squamous cell carcinoma (HNSCC), the early diagnosis and efficient detection of recurrences and/or residual tumor after treatment play a very important role in patient's prognosis. Positron emission tomography (PET) using 2-deoxy-2-18F-fluoro-D-glucose (18F-FDG) has become an established method for the diagnosis of suspected recurrence in head and neck carcinomas. In particular, integrated PET/MRI imaging that provides optimal soft tissue contrast and less dental implant artifacts compared to PET/CT is an intriguing technique for the follow-up imaging of HNSCC patients. The aim of this study was to evaluate the benefit of PET/MRI compared to PET/CT in post-treatment follow-up imaging of HNSCC patients. Methods This retrospective observational cohort study consists of 104 patients from our center with histologically confirmed HNSCC. All patients received chemoradiotherapy (CRT) and underwent 18F-FDG-PET/CT (n = 52) or 18F-FDG-PET/MRI (n = 52) scan 12 weeks after the end of treatment. Image analysis was performed by two independent readers according to a five-point Likert scale analysis. Results PET/MRI was more sensitive (1.00 vs. 0.77) than PET/CT in the detection of locoregional recurrence. PET/MRI also had better negative (1.00 vs. 0.87) predictive values. AUCs for PET/MRI and PET/CT on patient-based analysis were 0.997 (95% CI 0.989–1.000) and 0.890 (95% CI 0.806–0.974), respectively. The comparison of sensitivity, AUCs, and negative predictive values revealed a statistically significant difference, p < 0.05. In PET/CT, false-negative and positive findings were observed in the more advanced disease stages, where PET/MRI performed better. Also, false-negative findings were located in the oropharyngeal, laryngeal, and nasopharyngeal regions, where PET/MRI made no false-negative interpretations. Conclusion Based on these results, PET/MRI might be considered the modality of choice in detecting locoregional recurrence in HNSCC patients, especially in the more advanced stages in the oral cavity, larynx, or nasopharynx.
Collapse
|
10
|
Abstract
The authors define molecular imaging, according to the Society of Nuclear Medicine and Molecular Imaging, as the visualization, characterization, and measurement of biological processes at the molecular and cellular levels in humans and other living systems. Although practiced for many years clinically in nuclear medicine, expansion to other imaging modalities began roughly 25 years ago and has accelerated since. That acceleration derives from the continual appearance of new and highly relevant animal models of human disease, increasingly sensitive imaging devices, high-throughput methods to discover and optimize affinity agents to key cellular targets, new ways to manipulate genetic material, and expanded use of cloud computing. Greater interest by scientists in allied fields, such as chemistry, biomedical engineering, and immunology, as well as increased attention by the pharmaceutical industry, have likewise contributed to the boom in activity in recent years. Whereas researchers and clinicians have applied molecular imaging to a variety of physiologic processes and disease states, here, the authors focus on oncology, arguably where it has made its greatest impact. The main purpose of imaging in oncology is early detection to enable interception if not prevention of full-blown disease, such as the appearance of metastases. Because biochemical changes occur before changes in anatomy, molecular imaging-particularly when combined with liquid biopsy for screening purposes-promises especially early localization of disease for optimum management. Here, the authors introduce the ways and indications in which molecular imaging can be undertaken, the tools used and under development, and near-term challenges and opportunities in oncology.
Collapse
Affiliation(s)
- Steven P. Rowe
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Martin G. Pomper
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
11
|
Xu X, Cao L, Wang Y, Liu J, Dong Q, Liang C, Jiang Y, Peng F. Clinical profile and outcome of non-HIV-infected patients with cryptococcal meningitisand malignancy. J Mycol Med 2022; 32:101250. [DOI: 10.1016/j.mycmed.2022.101250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 12/22/2021] [Accepted: 01/19/2022] [Indexed: 12/24/2022]
|
12
|
Song LL, Chen SJ, Chen W, Shi Z, Wang XD, Song LN, Chen DS. Radiomic model for differentiating parotid pleomorphic adenoma from parotid adenolymphoma based on MRI images. BMC Med Imaging 2021; 21:54. [PMID: 33743615 PMCID: PMC7981906 DOI: 10.1186/s12880-021-00581-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 03/07/2021] [Indexed: 01/04/2023] Open
Abstract
Background Distinguishing parotid pleomorphic adenoma (PPA) from parotid adenolymphoma (PA) is important for precision treatment, but there is a lack of readily available diagnostic methods. In this study, we aimed to explore the diagnostic value of radiomic signatures based on magnetic resonance imaging (MRI) for PPA and PA. Methods The clinical characteristic and imaging data were retrospectively collected from 252 cases (126 cases in the training cohort and 76 patients in the validation cohort) in this study. Radiomic features were extracted from MRI scans, including T1-weighted imaging (T1WI) sequences and T2-weighted imaging (T2WI) sequences. The radiomic features from three sequences (T1WI, T2WI and T1WI combined with T2WI) were selected using univariate analysis, LASSO correlation and Spearman correlation. Then, we built six quantitative radiomic models using the selected features through two machine learning methods (multivariable logistic regression, MLR, and support vector machine, SVM). The performances of the six radiomic models were assessed and the diagnostic efficacies of the ideal T1-2WI radiomic model and the clinical model were compared. Results The T1-2WI radiomic model using MLR showed optimal discriminatory ability (accuracy = 0.87 and 0.86, F-1 score = 0.88 and 0.86, sensitivity = 0.90 and 0.88, specificity = 0.82 and 0.80, positive predictive value = 0.86 and 0.84, negative predictive value = 0.86 and 0.84 in the training and validation cohorts, respectively) and its calibration was observed to be good (p > 0.05). The area under the curve (AUC) of the T1-2WI radiomic model was significantly better than that of the clinical model for both the training (0.95 vs. 0.67, p < 0.001) and validation (0.90 vs. 0.68, p = 0.001) cohorts. Conclusions The T1-2WI radiomic model in our study is complementary to the current knowledge of differential diagnosis for PPA and PA. Supplementary Information The online version contains supplementary material available at 10.1186/s12880-021-00581-9.
Collapse
Affiliation(s)
- Le-le Song
- The Department of Radiology, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China
| | - Shun-Jun Chen
- The Department of Ultrasound, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China
| | - Wang Chen
- The Department of Radiology, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China
| | - Zhan Shi
- The Department of Radiology, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China
| | - Xiao-Dong Wang
- The Department of Radiology, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China
| | - Li-Na Song
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Dian-Sen Chen
- The Department of Radiology, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, Henan, China.
| |
Collapse
|
13
|
Stack BC, Duan F, Subramaniam RM, Romanoff J, Sicks JD, Bartel T, Chen C, Lowe VJ. FDG-PET/CT and Pathology in Newly Diagnosed Head and Neck Cancer: ACRIN 6685 Trial, FDG-PET/CT cN0. Otolaryngol Head Neck Surg 2020; 164:1230-1239. [PMID: 33231504 DOI: 10.1177/0194599820969104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE FDG-PET/CT (fluorodeoxyglucose-positron emission tomography/computed tomography) is effective to assess for occult neck nodal disease. We report risks and patterns of nodal disease based on primary site and nodal level from data on the dissected cN0 per the results from ACRIN 6685. STUDY DESIGN Prospective nonrandomized enrollment included participants with first-time head and neck squamous cell carcinoma and at least 1 cN0 neck side to be dissected. SETTING Twenty-four ACRIN-certified centers internationally (American College of Radiology Imaging Network). METHODS A total of 287 participants were enrolled. Preoperative FDG-PET/CT findings were centrally reviewed and compared with pathology. Incidence, relative risk, pattern of lymph node involvement, and impact upon neck dissection were reported. RESULTS An overall 983 nodal levels were dissected (n = 261 necks, n = 203 participants). The highest percentages of ipsilateral positive nodes by primary location and nodal level were oral cavity (level I, 17/110, 15.5%), pharynx (level II, 6/30, 20.0%), and larynx (level VI, 1/3, 33.3%). CONCLUSION Levels at greatest risk for nodal disease in cN0 in terms of ipsilateral neck dissection are level I (oral cavity), II (pharynx), and VI (larynx). These data should be considered when treating patients presenting with cN0. This is the first study to comprehensively report the incidence, location, and risk of metastases in cN0 in the FDG-PET/CT era.
Collapse
Affiliation(s)
- Brendan C Stack
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Southern Illinois University, Springfield, Illinois, USA
| | - Fenghai Duan
- Department of Biostatistics and Center for Statistical Sciences, School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Rathan M Subramaniam
- Division of Nuclear Medicine, Department of Radiology and Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Justin Romanoff
- Center for Statistical Sciences, School of Public Health, Brown University, Providence, Rhode Island, USA
| | - JoRean D Sicks
- Center for Statistical Sciences, School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Twyla Bartel
- Global Advanced Imaging, PLLC, Tulsa, Oklahoma, USA
| | - Chien Chen
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| |
Collapse
|
14
|
Flygare L, Al-Ubaedi A, Öhman W, Mo SJ. Distant metastases and synchronous malignancies on FDG-PET/CT in patients with head and neck cancer: a retrospective study. Acta Radiol 2020; 61:1196-1204. [PMID: 31902218 PMCID: PMC7472832 DOI: 10.1177/0284185119896344] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) has been proven to be a good method to detect distant spread of head and neck cancer (HNC). However, most prior studies are based on Asian populations and may not be directly transferable to western populations. Purpose To investigate the frequency and distribution of distant metastases and synchronous malignancies detected by PET/CT in HNC in a northern Swedish population. Material and Methods All primary whole-body FDG-PET/CT examinations performed on the suspicion of HNC (n = 524 patients) between 1 January 2013 and 31 December 2016 at Umeå University Hospital in Sweden were retrospectively reviewed . After the exclusion of 189 examinations without evidence of primary HNC, 335 examinations were analyzed. Results Distant metastases were detected in 10 (3%) patients, all with advanced primary tumors corresponding to TNM stage 3–4, most frequently in salivary gland adenocarcinoma, where 50% of patients had distant spread. Four patients had metastases below the diaphragm, representing 20% of the salivary gland malignancies. In the remaining six patients, metastases were supraphrenic, of which all but one were identified by CT alone. Synchronous malignancies were discovered in 14 (4.2%) patients, of which five were below the diaphragm. Conclusion The overall frequency of distant spread and synchronous malignancy in primary HNC was generally low. However, the risk for distant metastases below the diaphragm was relatively higher in salivary gland adenocarcinoma, supporting whole-body FDG-PET/CT in the primary diagnostic work-up in these patients.
Collapse
Affiliation(s)
- Lennart Flygare
- Department of Radiation Sciences, Diagnostic Radiology, Umeå University, Umeå, Sweden
| | - Amal Al-Ubaedi
- Department of Radiation Sciences, Diagnostic Radiology, Umeå University, Umeå, Sweden
| | - Wilhelm Öhman
- Department of Radiation Sciences, Diagnostic Radiology, Umeå University, Umeå, Sweden
- Department of Surgery, Skellefteå Hospital, Skellefteå, Sweden
| | - Susanna Jakobson Mo
- Department of Radiation Sciences, Diagnostic Radiology, Umeå University, Umeå, Sweden
| |
Collapse
|
15
|
Abstract
Head and neck cancers are commonly encountered malignancies in the United States, of which the majority are attributed to squamous cell carcinoma. 18F-FDG-PET/CT has been well established in the evaluation, treatment planning, prognostic implications of these tumors and is routinely applied for the management of patients with these cancers. Many alternative investigational PET radiotracers have been extensively studied in the evaluation of these tumors. Although these radiotracers have not been able to replace 18F-FDG-PET/CT in routine clinical practice currently, they may provide important additional information about the biological mechanisms of these tumors, such as foci of tumor hypoxia as seen on hypoxia specific PET radiotracers such as 18F-Fluoromisonidazole (18F-FMISO), which could be useful in targeting radioresistant hypoxic tumor foci when treatment planning. There are multiple other hypoxia-specific PET radiotracers such as 18F-Fluoroazomycinarabinoside (FAZA), 18F-Flortanidazole (HX4), which have been evaluated similarly, of which 18F-Fluoromisonidazole (18F-FMISO) has been the most investigated. Other radiotracers frequently studied in the evaluation of these tumors include radiolabeled amino acid PET radiotracers, which show increased uptake in tumor cells with limited uptake in inflammatory tissue, which can be useful especially in differentiating postradiation inflammation from residual and/or recurrent disease. 18F-Fluorothymidine (FLT) is localized intracellularly by nucleoside transport and undergoes phosphorylation thereby being retained within tumor cells and can serve as an indicator of tumor proliferation. Decrease in radiotracer activity following treatment can be an early indicator of treatment response. This review aims at synthesizing the available literature on the most studied non-FDG-PET/CT in head and neck cancer.
Collapse
Affiliation(s)
- Charles Marcus
- Department of Radiology, West Virginia University, Morgantown, WV.
| | | |
Collapse
|