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2.
PLoS One ; 18(8): e0279235, 2023.
Article in English | MEDLINE | ID: mdl-37540647

ABSTRACT

IMPORTANCE: The mechanisms underlying the association between chronic stress and higher mortality among individuals with cancer remain incompletely understood. OBJECTIVE: To test the hypotheses that among individuals with active head and neck cancer, that higher stress-associated neural activity (ie. metabolic amygdalar activity [AmygA]) at cancer staging associates with survival. DESIGN: Retrospective cohort study. SETTING: Academic Medical Center (Massachusetts General Hospital, Boston). PARTICIPANTS: 240 patients with head and neck cancer (HNCA) who underwent 18F-FDG-PET/CT imaging as part of initial cancer staging. MEASUREMENTS: 18F-FDG uptake in the amygdala was determined by placing circular regions of interest in the right and left amygdalae and measuring the mean tracer accumulation (i.e., standardized uptake value [SUV]) in each region of interest. Amygdalar uptake was corrected for background cerebral activity (mean temporal lobe SUV). RESULTS: Among individuals with HNCA (age 59±13 years; 30% female), 67 died over a median follow-up period of 3 years (IQR: 1.7-5.1). AmygA associated with heightened bone marrow activity, leukocytosis, and C-reactive protein (P<0.05 each). In adjusted and unadjusted analyses, AmygA associated with subsequent mortality (HR [95% CI]: 1.35, [1.07-1.70], P = 0.009); the association persisted in stratified subset analyses restricted to patients with advanced cancer stage (P<0.001). Individuals within the highest tertile of AmygA experienced a 2-fold higher mortality rate compared to others (P = 0.01). The median progression-free survival was 25 months in patients with higher AmygA (upper tertile) as compared with 36.5 months in other individuals (HR for progression or death [95%CI], 1.83 [1.24-2.68], P = 0.001). CONCLUSIONS AND RELEVANCE: AmygA, quantified on routine 18F-FDG-PET/CT images obtained at cancer staging, independently and robustly predicts mortality and cancer progression among patients with HNCA. Future studies should test whether strategies that attenuate AmygA (or its downstream biological consequences) may improve cancer survival.


Subject(s)
Fluorodeoxyglucose F18 , Head and Neck Neoplasms , Humans , Female , Middle Aged , Aged , Male , Fluorodeoxyglucose F18/metabolism , Positron Emission Tomography Computed Tomography , Radiopharmaceuticals/metabolism , Retrospective Studies , Positron-Emission Tomography/methods , Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/metabolism , Neoplasm Staging , Amygdala/diagnostic imaging , Amygdala/metabolism , Prognosis
5.
Clin Transl Radiat Oncol ; 40: 100625, 2023 May.
Article in English | MEDLINE | ID: mdl-37090849

ABSTRACT

Purpose: This work evaluates an online adaptive (OA) workflow for head-and-neck (H&N) intensity-modulated proton therapy (IMPT) and compares it with full offline replanning (FOR) in patients with large anatomical changes. Methods: IMPT treatment plans are created retrospectively for a cohort of eight H&N cancer patients that previously required replanning during the course of treatment due to large anatomical changes. Daily cone-beam CTs (CBCT) are acquired and corrected for scatter, resulting in 253 analyzed fractions. To simulate the FOR workflow, nominal plans are created on the planning-CT and delivered until a repeated-CT is acquired; at this point, a new plan is created on the repeated-CT. To simulate the OA workflow, nominal plans are created on the planning-CT and adapted at each fraction using a simple beamlet weight-tuning technique. Dose distributions are calculated on the CBCTs with Monte Carlo for both delivery methods. The total treatment dose is accumulated on the planning-CT. Results: Daily OA improved target coverage compared to FOR despite using smaller target margins. In the high-risk CTV, the median D98 degradation was 1.1 % and 2.1 % for OA and FOR, respectively. In the low-risk CTV, the same metrics yield 1.3 % and 5.2 % for OA and FOR, respectively. Smaller setup margins of OA reduced the dose to all OARs, which was most relevant for the parotid glands. Conclusion: Daily OA can maintain prescription doses and constraints over the course of fractionated treatment, even in cases of large anatomical changes, reducing the necessity for manual replanning in H&N IMPT.

6.
7.
Head Neck ; 45(6): E25-E30, 2023 06.
Article in English | MEDLINE | ID: mdl-37080924

ABSTRACT

BACKGROUND: Human papillomavirus-associated head and neck squamous cell carcinoma (HPV + HNSCC) occurs in the oropharynx (HPV + OPSCC), sinonasal cavity (HPV + SNSCC), and nasopharynx (HPV + NPC). Circulating tumor HPV DNA (ctHPVDNA) is an accurate tool for diagnosis, treatment monitoring, and recurrence detection. An emerging challenge with ctHPVDNA is that ~7.4% of HPV + HNSCC patients develop synchronous or metachronous HPV+ primaries, which could confound ctHPVDNA monitoring. METHODS: We describe a 65-year-old patient with T2N1M0 HPV16 + OPSCC and a 55-year-old patient with T2N2M0 HPV16 + OPSCC. Both patients were enrolled in our prospective observational ctHPVDNA study with longitudinal blood collections throughout treatment. Both patients developed multiple HPV+ primaries. RESULTS: Detailed discussion of the patients' treatment courses, the subsequent diagnoses of their second HPV+ primaries, and their ctHPVDNA monitoring is presented. CONCLUSIONS: As ctHPVDNA use becomes more prevalent, it is important to recognize that an increase in ctHPVDNA can come not only from the primary tumor or metastatic clones, but also from synchronous or metachronous second primaries.


Subject(s)
Carcinoma, Squamous Cell , Circulating Tumor DNA , Head and Neck Neoplasms , Oropharyngeal Neoplasms , Papillomavirus Infections , Humans , Aged , Middle Aged , Squamous Cell Carcinoma of Head and Neck , Oropharyngeal Neoplasms/pathology , Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/therapy , Carcinoma, Squamous Cell/pathology , Papillomavirus Infections/pathology , Head and Neck Neoplasms/diagnosis , Head and Neck Neoplasms/therapy
8.
Int J Lang Commun Disord ; 58(2): 467-481, 2023 03.
Article in English | MEDLINE | ID: mdl-36478631

ABSTRACT

BACKGROUND: Simulated learning activities are an effective tool for reducing speech-language therapy (SLT) students' anxiety and improving their confidence for clinical placements. Such activities include interacting with patients who are actors, clinical educators or peers and are known to decrease anxiety and increase confidence in SLT students. Screen-simulated patients using video are another alternative, which has not yet been fully evaluated in the education of SLT students. AIMS: To compare the effectiveness of (1) modified simulated patient and (2) video simulated learning for increasing self-reported (a) confidence and (b) preparedness and (c) decreasing self-reported anxiety. METHODS & PROCEDURES: This study used a randomized crossover design with 127 first-year graduate-entry master's SLT student participants. Students participated in two activities related to a clinical interaction with a paediatric client's carer: (1) a 1-hr modified simulated patient experience with clinical staff as the simulated patient; and (2) a video-learning task, with two videos of a clinician-carer interaction and an accompanying worksheet. Students were randomly allocated to a group of four students and the groups randomly allocated to receive modified simulated patient or video-learning first. Students were not blinded to the activities. The students completed a 19-item questionnaire at three time points: before either activity, after the first activity and after the second activity, to evaluate their self-reported confidence, clinical preparedness and anxiety. OUTCOMES & RESULTS: A total of 62 students completed modified simulated patient first and 63 completed video-learning first. After either single activity the students had significantly increased confidence and preparedness scores, while only the modified simulated patient significantly reduced student anxiety scores. As a second activity, modified simulated patient resulted in further significant improvements in confidence, preparedness and anxiety; however, adding video learning as a second activity resulted in no significant benefit. CONCLUSIONS & IMPLICATIONS: This study demonstrates the effectiveness of two low-resource clinical-learning activities for novice SLT students that can be applied in a range of settings. Of the two activities, modified simulated patient had greater effectiveness, as it was the only activity to decrease anxiety. An investigation of the pedagogical principles within the activities revealed that modified simulated patient activity had more opportunities for peer learning, supervisor feedback and verbal reflection in comparison with video learning that may explain the increased benefits. WHAT THIS PAPER ADDS: What is already known on the subject Simulated learning activities are an effective teaching tool for SLT students, increasing confidence and decreasing anxiety in preparation for placement. Simulated patients require more resources than video simulation. Both simulated patients and video simulation provide a safe learning environment, where students can learn without risk to clients. What this paper adds to existing knowledge This study is among the first to investigate a modified version of simulated patients; our modification involves a clinical educator performing the role of both the simulated patient and simulation facilitator. It is the first to evaluate simulation via video learning for SLT students. The paper demonstrates the effectiveness of these two activities, and the slight advantage of modified simulated patient, for increasing novice students' confidence and preparedness and decreasing their anxiety about clinic. It also unpacks the pedagogical principles used in each activity to explain the reasons that modified simulated patient had greater effectiveness. What are the potential or actual clinical implications of this work? The two educational activities required no specialist equipment and can be applied in a range of pre-clinical and clinical settings by university staff and/or community clinical educators. Increasing confidence and preparedness, and decreasing anxiety will help ensure that student learning on scarce clinical placements is maximized.


Subject(s)
Language Therapy , Speech , Humans , Child , Cross-Over Studies , Learning , Students , Clinical Competence
9.
Gut ; 72(2): 242-255, 2023 02.
Article in English | MEDLINE | ID: mdl-35705367

ABSTRACT

OBJECTIVE: Cell-cell (CC) and cell-matrix (CM) adhesions are essential for epithelial cell survival, yet dissociation-induced apoptosis is frequently circumvented in malignant cells. DESIGN: We explored CC and CM dependence in 58 gastric cancer (GC) organoids by withdrawing either ROCK inhibitor, matrix or both to evaluate their tumorigenic potential in terms of apoptosis resistance, correlation with oncogenic driver mutations and clinical behaviour. We performed mechanistic studies to determine the role of diffuse-type GC drivers: ARHGAP fusions, RHOA and CDH1, in modulating CC (CCi) or CM (CMi) adhesion independence. RESULTS: 97% of the tumour organoids were CMi, 66% were CCi and 52% were resistant to double withdrawal (CCi/CMi), while normal organoids were neither CMi nor CCi. Clinically, the CCi/CMi phenotype was associated with an infiltrative tumour edge and advanced tumour stage. Moreover, the CCi/CMi transcriptome signature was associated with poor patient survival when applied to three public GC datasets. CCi/CMi and CCi phenotypes were enriched in diffuse-type GC organoids, especially in those with oncogenic driver perturbation of RHO signalling via RHOA mutation or ARHGAP fusions. Inducible knockout of ARHGAP fusions in CCi/CMi tumour organoids led to resensitisation to CC/CM dissociation-induced apoptosis, upregulation of focal adhesion and tight junction genes, partial reversion to a more normal cystic phenotype and inhibited xenograft formation. Normal gastric organoids engineered with CDH1 or RHOA mutations became CMi or CCi, respectively. CONCLUSIONS: The CCi/CMi phenotype has a critical role in malignant transformation and tumour progression, offering new mechanistic information on RHO-ROCK pathway inhibition that contributes to GC pathogenicity.


Subject(s)
Cell Adhesion , Cell-Matrix Junctions , Stomach Neoplasms , Humans , Cell-Matrix Junctions/metabolism , Cell-Matrix Junctions/pathology , Disease Progression , Organoids/metabolism , Stomach Neoplasms/metabolism , Stomach Neoplasms/pathology
10.
PLoS One ; 17(9): e0274537, 2022.
Article in English | MEDLINE | ID: mdl-36137099

ABSTRACT

The medieval Turks of the eastern Asian steppe are known for funerary finds exalting horsemanship and military heroism that thrived on intertribal warfare. Existing bodies of research on various categories of objects-which include architecture, stelae, grave goods and inhumations-are in depth but highly regionalized. As a result, our understanding of the archaeological culture of the Turks on a spatio-temporal scale commensurate with territorial shifts in their political dominion throughout the period of the Turk khaganates (mid-6th to mid-8th centuries CE) remains disjunct. The present paper addresses this problem of disparate data. We present a synthesis of the archaeological research of medieval Turks spanning Mongolia, southern Siberia, and Xinjiang in view of results of the excavation of medieval burials at Tunnug 1 in Tuva Republic-where Turkic remains are dispersed and not easily distinguishable from other funerary cultures of connecting time periods. We argue that Turkic funerary culture can be better characterized as polymorphic-the presence of different regional amalgams of burial traditions. The horse-and-human burials and commemorative ogradka known to be quintessentially Turkic are but one of the more dominant amalgams. This pattern of differential practices is congruent with the history of medieval Turks evolving as peoples of mixed lineages and political groupings, rather than people of a unitary culture.


Subject(s)
Archaeology , Burial , Animals , Asian People , Burial/history , History, Medieval , Horses , Humans , Polymorphism, Genetic , Turkey
11.
Cancers (Basel) ; 14(15)2022 Jul 27.
Article in English | MEDLINE | ID: mdl-35954315

ABSTRACT

This study aims to evaluate the efficacy of the Pooled Cohort Equation (PCE), U.S. Preventative Services Task Force (USPSTF), and Framingham Risk Score (FRS) models in predicting ASCVD events among patients receiving radiation therapy (RT) for head and neck cancer (HNCA). From a large cohort of HNCA patients treated with RT, ASCVD events were adjudicated. Observed vs. predicted ASCVD events were compared. We compared rates by statin eligibility status. Regression models and survival analysis were used to identify the relationship between predicted risk and post-RT outcomes. Among the 723 identified patients, 274 (38%) were statin-eligible based on USPSTF criteria, 359 (49%) based on PCE, and 234 (32%) based on FRS. During follow-up, 17% developed an ASCVD, with an event rate of 27 per 1000 person-years, 68% higher than predicted (RR 1.68 (95% CI: 1.02, 2.12), p < 0.001). In multivariable regression, there was no difference in event rates by statin eligibility status (p > 0.05). Post-RT, the observed event rate was higher than the predicted ASCVD risk across all grades of predicted risk (p < 0.05) and the observed risk of an ASCVD event was high even among patients predicted to have a low risk of ASCVD. In conclusion, current ASCVD risk calculators significantly underestimate the risk for ASCVD among patients receiving RT for HNCA.

12.
Nat Commun ; 13(1): 2710, 2022 05 17.
Article in English | MEDLINE | ID: mdl-35581206

ABSTRACT

Lynch Syndrome (LS) is an autosomal dominant disease conferring a high risk of colorectal cancer due to germline heterozygous mutations in a DNA mismatch repair (MMR) gene. Although cancers in LS patients show elevated somatic mutation burdens, information on mutation rates in normal tissues and understanding of the trajectory from normal to cancer cell is limited. Here we whole genome sequence 152 crypts from normal and neoplastic epithelial tissues from 10 LS patients. In normal tissues the repertoire of mutational processes and mutation rates is similar to that found in wild type individuals. A morphologically normal colonic crypt with an increased mutation burden and MMR deficiency-associated mutational signatures is identified, which may represent a very early stage of LS pathogenesis. Phylogenetic trees of tumour crypts indicate that the most recent ancestor cell of each tumour is already MMR deficient and has experienced multiple cycles of clonal evolution. This study demonstrates the genomic stability of epithelial cells with heterozygous germline MMR gene mutations and highlights important differences in the pathogenesis of LS from other colorectal cancer predisposition syndromes.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , DNA Mismatch Repair/genetics , Epithelial Cells/pathology , Germ-Line Mutation , Humans , Mutation , Phylogeny
13.
Am J Otolaryngol ; 43(3): 103457, 2022.
Article in English | MEDLINE | ID: mdl-35453094

ABSTRACT

Most human papillomavirus (HPV)-positive carcinomas of unknown primary (CUP) in the cervical lymph nodes are ultimately found to arise from the oropharynx, which has by far the highest prevalence of HPV-positivity among head and neck tumors. However, HPV is also detected in a subset of tumors from other sites. In this case report, we describe the first reported instance of a lacrimal sac carcinoma presenting as an HPV-positive CUP. A 64-year-old male presented with isolated right-sided neck swelling, found on core biopsy to be HPV-positive squamous cell carcinoma (SCC). Initial diagnostic workup did not reveal a primary site, and he was treated for T0N1M0 oropharyngeal SCC with chemoradiation. Shortly afterwards he developed epiphora and was found to have an FDG-avid lesion along his inferior right orbit. Biopsy revealed HPV-positive SCC, presumed to be the true primary site of his previously diagnosed CUP. He was treated with surgical resection, proton-beam radiation, and carboplatin-paclitaxel. He had an excellent outcome with no evidence of disease 18 months following treatment completion. This case underscores the importance of continued vigilance and thorough investigation for a primary tumor site even when cervical nodal metastases are HPV-positive. While the vast majority of HPV-positive head and neck tumors arise in the oropharynx, other anatomical sites may also harbor HPV-positive malignancies.


Subject(s)
Carcinoma, Squamous Cell , Head and Neck Neoplasms , Nasolacrimal Duct , Neoplasms, Unknown Primary , Papillomavirus Infections , Humans , Male , Middle Aged , Nasolacrimal Duct/diagnostic imaging , Neoplasms, Unknown Primary/therapy , Papillomaviridae , Papillomavirus Infections/diagnosis
14.
Cancer ; 128(11): 2193-2204, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35139236

ABSTRACT

BACKGROUND: New ultrasensitive methods for detecting residual disease after surgery are needed in human papillomavirus-associated oropharyngeal squamous cell carcinoma (HPV+OPSCC). METHODS: To determine whether the clearance kinetics of circulating tumor human papillomavirus DNA (ctHPVDNA) is associated with postoperative disease status, a prospective observational study was conducted in 33 patients with HPV+OPSCC undergoing surgery. Blood was collected before surgery, postoperative days 1 (POD 1), 7, and 30 and with follow-up. A subcohort of 12 patients underwent frequent blood collections in the first 24 hours after surgery to define early clearance kinetics. Plasma was run on custom droplet digital polymerase chain reaction (ddPCR) assays for HPV genotypes 16, 18, 33, 35, and 45. RESULTS: In patients without pathologic risk factors for recurrence who were observed after surgery, ctHPVDNA rapidly decreased to <1 copy/mL by POD 1 (n = 8/8). In patients with risk factors for macroscopic residual disease, ctHPVDNA was markedly elevated on POD 1 (>350 copies/mL) and remained elevated until adjuvant treatment (n = 3/3). Patients with intermediate POD 1 ctHPVDNA levels (1.2-58.4 copies/mL) all possessed pathologic risk factors for microscopic residual disease (n = 9/9). POD 1 ctHPVDNA levels were higher in patients with known adverse pathologic risk factors such as extranodal extension >1 mm (P = .0481) and with increasing lymph nodes involved (P = .0453) and were further associated with adjuvant treatment received (P = .0076). One of 33 patients had a recurrence that was detected by ctHPVDNA 2 months earlier than clinical detection. CONCLUSIONS: POD 1 ctHPVDNA levels are associated with the risk of residual disease in patients with HPV+OPSCC undergoing curative intent surgery and thus could be used as a personalized biomarker for selecting adjuvant treatment in the future. LAY SUMMARY: Human papillomavirus-associated oropharyngeal squamous cell carcinoma (HPV+OPSCC) is increasing at epidemic proportions and is commonly treated with surgery. This report describes results from a study examining the clearance kinetics of circulating tumor HPV DNA (circulating tumor human papillomavirus DNA [ctHPVDNA]) following surgical treatment of HPV+OPSCC. We found that ctHPVDNA levels 1 day after surgery are associated with the risk of residual disease in patients with HPV+OPSCC and thus could be used as a personalized biomarker for selecting adjuvant treatment in the future. These findings are the first to demonstrate the potential utility of ctHPVDNA in patients with HPV+OPSCC undergoing surgery.


Subject(s)
Alphapapillomavirus , Circulating Tumor DNA , Head and Neck Neoplasms , Oropharyngeal Neoplasms , Papillomavirus Infections , Alphapapillomavirus/genetics , Circulating Tumor DNA/genetics , Head and Neck Neoplasms/complications , Humans , Kinetics , Papillomaviridae/genetics , Squamous Cell Carcinoma of Head and Neck/complications
15.
Eur J Nucl Med Mol Imaging ; 49(8): 2735-2745, 2022 07.
Article in English | MEDLINE | ID: mdl-35089375

ABSTRACT

PURPOSE: Tumor heterogeneity limits the predictive value of PD-L1 expression and influences the outcomes of the immunohistochemical assay for therapy-induced changes in PD-L1 levels. This study aimed to determine the predictive value of PD-L1 for non-small cell lung carcinoma (NSCLC), thereby developing imaging agents to non-invasively image and examine the effect of the therapeutic response to PD-L1 blockade therapy. METHODS: A cohort of 102 patients with lung cancer was analyzed, and the prognostic significance of PD-L1 expression level was investigated. Recombinant human PD-1 ECD protein (rhPD1) was expressed, purified, and labeled with 64Cu for the evaluation of PD-L1 status in tumors. Mice subcutaneously bearing PD-L1 high-expressing tumor HCC827 and PD-L1 low-expressing tumor A549 were used to determine tracer-target specificity and examine the effect of therapeutic response to PD-L1 blockade therapy. RESULTS: PD-L1 was proved to be a good prognosis marker for NSCLC, and its expression was correlated with the histology of NSCLC. PET imaging revealed high tumor accumulation of 64Cu-NOTA-rhPD1 in HCC827 tumors (9.0 ± 0.5%ID/g), whereas it was 3.2 ± 0.4%ID/g in A549 tumors at 3 h post-injection. The lower tumor uptake (3.1 ± 0.3%ID/g) of 64Cu-labeled denatured rhPD1 in HCC827 tumors at 3 h post-injection (p < 0.001) demonstrated the target specificity of 64Cu-NOTA-rhPD1. Furthermore, PET showed that 64Cu-NOTA-rhPD1 sensitively monitored treatment-related changes in PD-L1 expression, and seemed to be superior to [18F]FDG. CONCLUSION: We identified PD-L1 as a good prognosis marker for surgically resected NSCLC and developed the PET tracer 64Cu-NOTA-rhPD1 with high target specificity for PD-L1.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , B7-H1 Antigen/metabolism , Carcinoma, Non-Small-Cell Lung/metabolism , Fluorodeoxyglucose F18 , Humans , Lung Neoplasms/metabolism , Mice , Programmed Cell Death 1 Receptor
16.
Appl Res Qual Life ; 17(4): 2229-2250, 2022.
Article in English | MEDLINE | ID: mdl-35035601

ABSTRACT

The mixed-method study reported here was designed to evaluate a strengths-based career intervention program for secondary school students with mild special educational needs (SEN). A sample of 32 SEN students (19 boys: 13 girls) from 5 inclusive schools in Hong Kong were recruited to a treatment group. An additional 32 SEN students (19 boys: 13 girls) were selected to form the control group matched for age, gender and parents' education level. The special needs exhibited by both groups were in areas of literacy and numeracy, attention deficits, and social-emotional problems, but did not include severe or complex disabilities. Participants in both groups responded to pre- and post-intervention questionnaires covering career development self-efficacy, personal and social development self-efficacy, and meaning in life. As a follow-up, two teachers and three social workers providing support to SEN students, and the 32 participants were interviewed several months after the intervention. Interviews also took place with teachers, social workers and students to evaluate the perceived effects of the intervention. Findings indicated significant interactions between Time 1 and Time 2, and between groups (control vs. treatment) in personal goal-setting, career goal-setting, and the presence of meaning in life. Additionally, several themes were identified from the interviews suggesting that the intervention did have positive effects on SEN students' career, personal and social development self-efficacy, and acquisition of meaning in life.

17.
Clin Cancer Res ; 28(4): 719-727, 2022 02 15.
Article in English | MEDLINE | ID: mdl-34857594

ABSTRACT

PURPOSE: HPV-associated head and neck squamous cell carcinoma (HPV+HNSCC) is the most common HPV-associated malignancy in the United States and continues to increase in incidence. Current diagnostic approaches for HPV+HNSCC rely on tissue biopsy followed by histomorphologic assessment and detection of HPV indirectly by p16 IHC. Such approaches are invasive and have variable sensitivity. EXPERIMENTAL DESIGN: We conducted a prospective observational study in 140 subjects (70 cases and 70 controls) to test the hypothesis that a noninvasive diagnostic approach for HPV+HNSCC would have improved diagnostic accuracy, lower cost, and shorter diagnostic interval compared with standard approaches. Blood was collected, processed for circulating tumor HPV DNA (ctHPVDNA), and analyzed with custom ddPCR assays for HPV genotypes 16, 18, 33, 35, and 45. Diagnostic performance, cost, and diagnostic interval were calculated for standard clinical workup and compared with a noninvasive approach using ctHPVDNA combined with cross-sectional imaging and physical examination findings. RESULTS: Sensitivity and specificity of ctHPVDNA for detecting HPV+HNSCC were 98.4% and 98.6%, respectively. Sensitivity and specificity of a composite noninvasive diagnostic using ctHPVDNA and imaging/physical examination were 95.1% and 98.6%, respectively. Diagnostic accuracy of this noninvasive approach was significantly higher than standard of care (Youden index 0.937 vs. 0.707, P = 0.0006). Costs of noninvasive diagnostic were 36% to 38% less than standard clinical workup and the median diagnostic interval was 26 days less. CONCLUSIONS: A noninvasive diagnostic approach for HPV+HNSCC demonstrated improved accuracy, reduced cost, and a shorter time to diagnosis compared with standard clinical workup and could be a viable alternative in the future.


Subject(s)
Cell-Free Nucleic Acids , Head and Neck Neoplasms , Papillomavirus Infections , DNA, Viral/genetics , Head and Neck Neoplasms/diagnosis , Head and Neck Neoplasms/virology , Humans , Papillomaviridae/genetics , Papillomavirus Infections/complications , Papillomavirus Infections/diagnosis
18.
Sci Rep ; 11(1): 10442, 2021 05 17.
Article in English | MEDLINE | ID: mdl-34001935

ABSTRACT

Combatting the current global epidemic of obesity requires that people have a realistic understanding of what a healthy body size looks like. This is a particular issue in different population sub-groups, where there may be increased susceptibility to obesity-related diseases. Prior research has been unable to systematically assess body size judgement due to a lack of attention to gender and race; our study aimed to identify the contribution of these factors. Using a data-driven multi-variate decision tree approach, we varied the gender and race of image stimuli used, and included the same diversity among participants. We adopted a condition-rich categorization visual task and presented participants with 120 unique body images. We show that gender and weight categories of the stimuli affect accuracy of body size perception. The decision pattern reveals biases for male bodies, in which participants showed an increasing number of errors from leaner to bigger bodies, particularly under-estimation errors. Participants consistently mis-categorized overweight male bodies as normal weight, while accurately categorizing normal weight. Overweight male bodies are now perceived as part of an expanded normal: the perceptual boundary of normal weight has become wider than the recognized BMI category. For female bodies, another intriguing pattern emerged, in which participants consistently mis-categorized underweight bodies as normal, whilst still accurately categorizing normal female bodies. Underweight female bodies are now in an expanded normal, in opposite direction to that of males. Furthermore, an impact of race type and gender of participants was also observed. Our results demonstrate that perceptual weight categorization is multi-dimensional, such that categorization decisions can be driven by ultiple factors.


Subject(s)
Body Image/psychology , Body Size , Judgment , Models, Psychological , Size Perception , Adult , Decision Trees , Female , Human Body , Humans , Male , Overweight/diagnosis , Overweight/psychology , Reference Values , Sex Factors , Thinness/diagnosis , Thinness/psychology , Young Adult
19.
Int J Radiat Oncol Biol Phys ; 110(4): 984-992, 2021 07 15.
Article in English | MEDLINE | ID: mdl-33600889

ABSTRACT

PURPOSE: Uncertainties in relative biological effectiveness (RBE) constitute a major pitfall of the use of protons in clinics. An RBE value of 1.1, which is based on cell culture and animal models, is currently used in clinical proton planning. The purpose of this study was to determine RBE for temporal lobe radiographic changes using long-term follow-up data from patients with nasopharyngeal carcinoma. METHODS AND MATERIALS: Five hundred sixty-six patients with newly diagnosed nasopharyngeal carcinoma received double-scattering proton therapy or intensity modulated radiation therapy at our institutions. The 2 treatment cohorts were well matched. Proton dose distributions were simulated using Monte Carlo and compared with those obtained from the proton clinical treatment planning system. Late treatment effect was defined as development of enhancement of temporal lobe on T1-weighted magnetic resonance imaging, with or without accompanying clinical symptoms. The tolerance dose was calculated with receiving operator characteristic analysis and the Youden index. Tolerance curves, expressed as a cumulative dose-volume histogram, were generated using the cutoff points. RESULTS: With a median follow-up period >5 years for both cohorts, 10% of proton patients and 4% of patients undergoing intensity modulated radiation therapy developed temporal lobe enhancement in unilateral temporal lobe. There was no significant difference in dose distributions between the Monte Carlo method and treatment planning system. The tolerance dose-volume levels were V10 (26.1%), V20 (21.9%), V30 (14.0%), V40 (7.7%), V50 (4.8%), and V60 (3.3%) for proton therapy (P < .03). Comparison of the two tolerance curves revealed that tolerance doses of proton treatments were lower than that of photon treatments at all dose levels. The dose tolerance at D1% was 58.56 Gy for protons and 69.07 Gy for photons. The RBE for temporal lobe enhancement from proton treatments were calculated to be 1.18. CONCLUSIONS: Using long-term clinical outcome of patients with nasopharyngeal carcinoma, our data suggest that the RBE for temporal lobe enhancement is 1.18 at D1%. A prospective study in a large cohort would be necessary to confirm these findings.


Subject(s)
Brain/radiation effects , Nasopharyngeal Carcinoma/radiotherapy , Proton Therapy , Relative Biological Effectiveness , Adult , Female , Humans , Male , Monte Carlo Method , Prospective Studies , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Radiotherapy, Intensity-Modulated , Treatment Outcome
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