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Yinuo Liu

Bio: Yinuo Liu is an academic researcher from Zhejiang University. The author has contributed to research in topics: Medicine & Standardized uptake value. The author has an hindex of 1, co-authored 3 publications receiving 1 citations.

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Journal ArticleDOI
Junyu Liang1, Heng Cao1, Yinuo Liu1, Bingjue Ye1, Yiduo Sun1, Yini Ke1, Ye He1, Bei Xu1, Jin Lin1 
TL;DR: Elevated bilateral lung SUVmean and abnormal mediastinal lymph node were associated with RP-ILD in IIM-ILD patients and the “DLM” model was valuable in predictingRP-ILD and demanded further evaluation.
Abstract: Background Interstitial lung disease (ILD) and its rapid progression (RP) are the main contributors to unfavourable outcomes of patients with idiopathic inflammatory myopathy (IIM). This study aimed to identify the clinical value of PET/CT scans in IIM-ILD patients and to construct a predictive model for RP-ILD. Methods Adult IIM-ILD patients who were hospitalized at four divisions of the First Affiliated Hospital, Zhejiang University School of Medicine (FAHZJU), from 1 January 2017 to 31 December 2020 were reviewed. PET/CT scans and other characteristics of patients who met the inclusion and exclusion criteria were collected and analysed. Results A total of 61 IIM-ILD patients were enrolled in this study. Twenty-one patients (34.4%) developed RP-ILD, and 24 patients (39.3%) died during follow-up. After false discovery rate (FDR) correction, the percent-predicted diffusing capacity of the lung for carbon monoxide (DLCO%, P = 0.014), bilateral lung mean standard uptake value (SUVmean, P = 0.014) and abnormal mediastinal lymph node (P = 0.045) were significantly different between the RP-ILD and non-RP-ILD groups. The subsequent univariate and multivariate logistic regression analyses verified our findings. A "DLM" model was established by including the above three values to predict RP-ILD with a cut-off value of ≥ 2 and an area under the curve (AUC) of 0.905. Higher bilateral lung SUVmean (P = 0.019) and spleen SUVmean (P = 0.011) were observed in IIM-ILD patients who died within 3 months, and a moderate correlation was recognized between the two values. Conclusions Elevated bilateral lung SUVmean, abnormal mediastinal lymph nodes and decreased DLCO% were significantly associated with RP-ILD in IIM-ILD patients. The "DLM" model was valuable in predicting RP-ILD and requires further validation.

14 citations

Journal ArticleDOI
Heng Cao1, Junyu Liang1, Danyi Xu1, Yinuo Liu1, Yinan Yao1, Yiduo Sun1, Ye He1, Jin Lin1 
TL;DR: In this paper, the authors investigated the 18F-Fluorodeoxyglucose (FDG) PET/CT characteristics and its prognostic value in anti-melanoma differentiation associated protein 5 antibody positive (anti-MDA5+) dermatomyositis (DM) patients.
Abstract: Objective. To elucidate the 18F-Fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) characteristics and its prognostic value in anti-melanoma differentiation associated protein 5 antibody positive (anti-MDA5+) dermatomyositis (DM) patients. Methods. This retrospective cross-sectional study included 26 anti-MDA5+ DM patients and 43 anti-MDA5 negative (anti-MDA5-) idiopathic inflammatory myopathy (IIM) patients who were examined by 18F-FDG PET/CT from January 1st 2017 to December 31st 2020. The maximum standardized uptake value (SUVmax) of multiple organs and other clinical characteristics of patients were measured and analyzed. Results. Compared with the anti-MDA5- group, patients in the anti-MDA5+ group showed higher bilateral lung SUVmax (p=0.029), higher SUVmax of spleen (p=0.011) and bone marrow (p=0.048). Significant correlations between the spleen SUVmax and serum ferritin levels (r = 0.398, p <0.001), ESR (r = 0.274, p= 0.023), platelet count (r= − 0.265, p= 0.028), myositis disease activity assessment score (r = 0.332, p = 0.005), bone marrow SUVmax (r=0.564, p<0.001) and bilateral lung SUVmax (r=0.393, p<0.001) were as well observed. Conclusion. 18F-FDG PET/CT was found valuable in quantifying the pulmonary focal inflammation and potentially unveil the distinctive characteristics and pathophysiological mechanisms in anti-MDA5+ DM patients.

6 citations

Journal ArticleDOI
Junyu Liang1, Heng Cao1, Bowen Wu1, Yinuo Liu1, Ye He1, Bei Xu1, Yiduo Sun1, Bingjue Ye1, Jin Lin1 
TL;DR: Wang et al. as discussed by the authors investigated the clinical value of PET/CT scan and cytokine profiles in predicting and understanding secondary haemophagocytic lymphohistiocytosis (sHLH) in IIM patients.
Abstract: Background: Secondary haemophagocytic lymphohistiocytosis (sHLH) is a rare but fatal complication in idiopathic inflammatory myopathy (IIM) patients. The clinical value of radiological manifestations and serum cytokines remain unknown in this systemic crisis. This study aims to investigate the clinical value of PET/CT scan and cytokine profiles in predicting and understanding sHLH in IIM patients. Methods: Adult IIM patients who were admitted to the four divisions of the First Affiliated Hospital, Zhejiang University School of Medicine (FAHZJU) from January 1st 2017 to December 31st 2020 were reviewed. PET/CT scan, cytokine profiles as well as other factors of patients who met the inclusion and exclusion criteria were collected and analyzed. Results: Sixty-nine out of 352 IIM patients were finally enrolled into the study. Ten patients developed sHLH and 70.0% of them died within six months. After false discovery rate (FDR) correction and multivariate logistic regression analysis, increased serum interferon (IFN)-γ level (P=0.017) higher spleen mean standard uptake value (SUVmean, P=0.035) and positivity of anti-MDA5 antibody (P=0.049) were found to be significantly correlated with development of sHLH in IIM patients. The combination of serum IFN-γ, spleen SUVmean and anti-MDA5 antibody was found a balanced and satisfying predictor with a cut-off value of 0.047 and AUC of 0.946. A moderate correlation was identified between ferritin and spleen SUVmean (P=0.001, r=0.380) as well as serum IFN-γ(P=0.001, r=0.398). Before FDR correction, higher bilateral lung SUVmean (P=0.034), higher colon/rectum SUVmean (P=0.013) were also observed in IIM patients who developed sHLH. By narrowing down to IIM patients with sHLH, anti-MDA5-antibody-positive DM patients tended to suffer from unfavorable outcome (P=0.004) in Kaplan-Meier survival analysis. Conclusion: Increased serum level of IFN-γ, elevated splenic FDG uptake and positivity of anti-MDA5 antibody were significantly correlated with development of sHLH in IIM patients. Lung and lower digestive tract might also be affected due to systemic immune activation in IIM patients with sHLH. In addition, splenic FDG uptake, in combination with serum IFN-γand anti-MDA5 antibody, was found valuable in predicting development of sHLH in IIM patients. Among IIM patients with sHLH, anti-MDA5-antibody-positive DM patients showed higher tendency for unfavorable outcome.

4 citations

Journal ArticleDOI
TL;DR: In this paper , the authors used the maximum of standard uptake value (SUVmax), SUVmax of only lymph nodes (SUVLN), the most FDG-avid lesion-to-liver SUVmax ratio (SURmax), laboratory examinations and demographics to distinguish between inflammatory and malignant lymphadenopathy.
Abstract: It is vital to distinguish between inflammatory and malignant lymphadenopathy in human immunodeficiency virus (HIV) infected individuals. The purpose of our study was to differentiate the variations in the clinical characteristics of HIV patients, and apply 18F-FDG PET/CT parameters for distinguishing of malignant lymphoma and inflammatory lymphadenopathy in such patients.This retrospective cross-sectional study included 59 consecutive HIV-infected patients who underwent whole-body 18F-FDG PET/CT. Of these patients, 37 had biopsy-proven HIV-associated lymphoma, and 22 with HIV-associated inflammatory lymphadenopathy were used as controls. The determined parameters were the maximum of standard uptake value (SUVmax), SUVmax of only lymph nodes (SUVLN), the most FDG-avid lesion-to-liver SUVmax ratio (SURmax), laboratory examinations and demographics. The optimal cut-off of 18F-FDG PET/CT value was analyzed by receiver operating characteristic curve (ROC).Considering the clinical records, the Karnofsky Performance Status (KPS) scores in patients with inflammatory lymphadenopathy were obviously higher than those in patients with malignant lymphoma (P = 0.015), whereas lymphocyte counts and lactate dehydrogenase (LDH) were obviously lower (P = 0.014 and 0.010, respectively). For the 18F-FDG PET/CT imaging, extra-lymphatic lesions, especially digestive tract and Waldeyer's ring, occurred more frequently in malignant lymphoma than inflammatory lymphadenopathy. Furthermore, the SURmax and SUVLN in malignant lymphoma were markedly higher than those in inflammatory lymphadenopathy (P = 0.000 and 0.000, respectively). The cut-off point of 3.1 for SURmax had higher specificity (91.9%) and relatively reasonable sensitivity (68.2%) and the cut-off point of 8.0 for the SUVLN had high specificity (89.2%) and relatively reasonable sensitivity (63.6%).Our study identified the distinctive characteristics of the clinical manifestations, the SURmax, SUVLN and detectability of extra-lymphatic lesions on 18F-FDG PET, and thus provides a new basis for distinguishing of malignant lymphoma from inflammatory lymphadenopathy in HIV-infected patients.

4 citations


Cited by
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Journal ArticleDOI
Heng Cao1, Junyu Liang1, Danyi Xu1, Yinuo Liu1, Yinan Yao1, Yiduo Sun1, Ye He1, Jin Lin1 
TL;DR: In this paper, the authors investigated the 18F-Fluorodeoxyglucose (FDG) PET/CT characteristics and its prognostic value in anti-melanoma differentiation associated protein 5 antibody positive (anti-MDA5+) dermatomyositis (DM) patients.
Abstract: Objective. To elucidate the 18F-Fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) characteristics and its prognostic value in anti-melanoma differentiation associated protein 5 antibody positive (anti-MDA5+) dermatomyositis (DM) patients. Methods. This retrospective cross-sectional study included 26 anti-MDA5+ DM patients and 43 anti-MDA5 negative (anti-MDA5-) idiopathic inflammatory myopathy (IIM) patients who were examined by 18F-FDG PET/CT from January 1st 2017 to December 31st 2020. The maximum standardized uptake value (SUVmax) of multiple organs and other clinical characteristics of patients were measured and analyzed. Results. Compared with the anti-MDA5- group, patients in the anti-MDA5+ group showed higher bilateral lung SUVmax (p=0.029), higher SUVmax of spleen (p=0.011) and bone marrow (p=0.048). Significant correlations between the spleen SUVmax and serum ferritin levels (r = 0.398, p <0.001), ESR (r = 0.274, p= 0.023), platelet count (r= − 0.265, p= 0.028), myositis disease activity assessment score (r = 0.332, p = 0.005), bone marrow SUVmax (r=0.564, p<0.001) and bilateral lung SUVmax (r=0.393, p<0.001) were as well observed. Conclusion. 18F-FDG PET/CT was found valuable in quantifying the pulmonary focal inflammation and potentially unveil the distinctive characteristics and pathophysiological mechanisms in anti-MDA5+ DM patients.

6 citations

Journal ArticleDOI
TL;DR: The characteristics, administration and potential pathogenesis of these rare complications of MDA5+ DM, which mainly distributes in Asians and females, are outlined.
Abstract: Anti-melanoma differentiation-associated gene 5 antibody-positive dermatomyositis (MDA5+ DM) is an infrequent autoimmune disease, which mainly distributes in Asians and females. MDA5+ DM usually presents various skin lesions and positive anti-MDA5 antibody (a myositis-specific autoantibody for itself) with amyopathic or hypomyopathic features. For MDA5+ DM patients, rapidly progressive interstitial lung disease is a common complication with a high-speed deterioration and a poor prognosis. Besides, there are other complications of MDA5+ DM patients, including pneumomediastinum, macrophage activation syndrome and spontaneous intramuscular hemorrhage. These complications were rare but lethal, so it is necessary to explore their diagnosis methods, therapies and potential mechanisms, which are helpful for early diagnoses and timely treatment. To date, several cases and studies have shown distinctive features, diagnoses and treatments of these three rare complications, and there are also some differences among them. In this review, we outlined the characteristics, administration and potential pathogenesis of these rare complications of MDA5+ DM.

4 citations

Journal ArticleDOI
TL;DR: 18F-FDG PET/CT is useful for assessing disease activity in patients with IIM-ILD and the combination of PET score, HRCT score, and anti-MDA5 antibody can be used to identify patients at increased risk of RP-ild and with poor prognoses.

4 citations

Journal ArticleDOI
01 Jun 2022
TL;DR: In this paper , the use of nuclear magnetic resonance imaging (MRI), ultrasound (US), and positron emission tomography (PET) may have the most clinical utility in myositis.
Abstract: Imaging is an important tool in the evaluation of idiopathic inflammatory myopathies. It plays a role in diagnosis, assessment of disease activity and follow-up, and as a non-invasive biomarker. Among the different modalities, nuclear magnetic resonance imaging (MRI), ultrasound (US), and positron emission tomography (PET) may have the most clinical utility in myositis. MRI is currently the best modality to evaluate skeletal muscle and provides excellent characterization of muscle edema and fat replacement through the use of T1-weighted and T2-weighted fat suppressed/STIR sequences. Although MRI can be read qualitatively for the presence of abnormalities, a more quantitative approach using Dixon sequences and the generation of water T2 parametric maps would be preferable for follow-up. Newer protocols such as diffusion-weighted imaging, functional imaging measures, and spectroscopy may be of interest to provide further insights into myositis. Despite the advantages of MRI, image acquisition is relatively time-consuming, expensive, and not accessible to all patients. The use of US to evaluate skeletal muscle in myositis is gaining interest, especially in chronic disease, where fat replacement and fibrosis are detected readily by this modality. Although easily deployed at the bedside, it is heavily dependent on operator experience to recognize disease states. Further, systematic characterization of muscle edema by US is still needed. PET provides valuable information on muscle function at a cellular level. Fluorodeoxyglucose (FDG-PET) has been the most common application in myositis to detect pathologic uptake indicative of inflammation. The use of neurodegenerative markers is now also being utilized for inclusion body myositis. These different modalities may prove to be complementary methods for myositis evaluation.

3 citations

Journal ArticleDOI
TL;DR: Visual interpretation and [18F]FDG-PET/CT indices have a good overall performance to detect muscle activity but objective, robust and standardized interpretation criteria are currently lacking and may be a promising tool to detect inflammatory lung activity and to early identify patients with rapidly progressive lung disease.
Abstract: Idiopathic inflammatory myopathies (IIM) are considered systemic diseases involving different organs and some subtypes are associated with increased cancer risk. In this review, we provide a comprehensive summary of the current use and potential applications of (semi-)quantitative [18F]FDG-PET/CT indices in patients with IIM focusing on dermatomyositis and polymyositis. Visual interpretation and (semi-)quantitative [18F]FDG-PET indices have a good overall performance to detect muscle activity but objective, robust and standardized interpretation criteria are currently lacking. [18F]FDG-PET/CT is a suitable modality to screen for malignancy in patients with myositis and may be a promising tool to detect inflammatory lung activity and to early identify patients with rapidly progressive lung disease. The latter remains to be determined in large, prospective comparative trials.

3 citations