Lianghe Lu

Dr. Lianghe Lu


Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 September 2021 in JAMA Network Open
Verified
Journal Article
Open access
PDF file
WLWen-Ping Lin
Wen-Ping Lin
KXKai-Li Xing
Kai-Li Xing
JFJian-Chang Fu
Jian-Chang Fu
YLYi-Hong Ling
Yi-Hong Ling
SLShao-Hua Li
Shao-Hua Li
RGRong-ping Guo
Rong-ping Guo
Hepatocellular carcinoma (HCC) is one of the most prevalent and lethal cancers worldwide.1 Among the potentially curative therapies, surgical resection is the primary option to improve the prognosis of patients.2,3 However, the long-term outcomes remain unsatisfactory owing to the high incidence of postoperative recurrence.4 The high heterogeneity of HCC makes it difficult to accurately identify the recurrence risk and develop appropriate interventions for individuals.

29 June 2020 in BMC Cancer
Verified
Journal Article
Open access
PDF file
YLYi-Hong Ling
Yi-Hong Ling
JCJiewei Chen
Jiewei Chen
SWShi-Hong Wen
Shi-Hong Wen
CHChao-Yun Huang
Chao-Yun Huang
PLPeng Li
Peng Li
RGRong-ping Guo
Rong-ping Guo
Background: Small hepatocellular carcinoma (sHCC) is a special subtype of HCC with the maximum tumor diameter ≤ 3 cm and excellent long-term outcomes. Surgical resection or radiofrequency ablation provides the greatest chance for cure; however, many patients still undergo tumor recurrence after primary treatment. To date, there is no clinical applicable method to assess biological aggressiveness in solitary sHCC. Methods: In the current study, we retrospectively evaluated tumor necrosis of 335 patients with solitary sHCC treated with hepatectomy between December 1998 and 2010 from Sun Yat-sen University Cancer Center. Results: The presence of tumor necrosis was observed in 157 of 335 (46.9%) sHCC patients. Further correlation analysis showed that tumor necrosis was significantly correlated with tumor size and vascular invasion (P = 0.026, 0.003, respectively). The presence of tumor necrosis was associated closely with poorer cancer-specific overall survival (OS) and recurrence-free survival (RFS) as evidenced by univariate (P < 0.001; hazard ratio, 2.821; 95% CI, 1.643–4.842) and multivariate analysis (P = 0.005; hazard ratio, 2.208; 95% CI, 1.272–3.833). Notably, the combined model by tumor necrosis, vascular invasion and tumor size can significantly stratify the risk for RFS and OS and improve the ability to discriminate sHCC patients’ outcomes (P < 0.0001 for both). Conclusions: Our results provide evidence that tumor necrosis has the potential to be a parameter for cancer aggressiveness in solitary sHCC. The combined prognostic model may be a useful tool to identify solitary sHCC patients with worse outcomes.

25 August 2021 in Genes
Verified
Journal Article
Open access
PDF file
JZJingwen Zou
Jingwen Zou
KDKunpeng Du
Kunpeng Du
SLShao-hua Li
Shao-hua Li
LLLianghe Lu
Lianghe Lu
JMJie Mei
Jie Mei
RGRong-ping Guo
Rong-ping Guo
Background: In recent years, metabolic reprogramming has been identified as a hallmark of cancer. Accumulating evidence suggests that glutamine metabolism plays a crucial role in oncogenesis and the tumor microenvironment. In this study, we aimed to perform a systematic and comprehensive analysis of six key metabolic node genes involved in the dynamic regulation of glutamine metabolism (referred to as GLNM regulators) across 33 types of cancer. Methods: We analyzed the gene expression, epigenetic regulation, and genomic alterations of six key GLNM regulators, including SLC1A5, SLC7A5, SLC3A2, SLC7A11, GLS, and GLS2, in pan-cancer using several open-source platforms and databases. Additionally, we investigated the impacts of these gene expression changes on clinical outcomes, drug sensitivity, and the tumor microenvironment. We also attempted to investigate the upstream microRNA–mRNA molecular networks and the downstream signaling pathways involved in order to uncover the potential molecular mechanisms behind metabolic reprogramming. Results: We found that the expression levels of GLNM regulators varied across cancer types and were related to several genomic and immunological characteristics. While the immune scores were generally lower in the tumors with higher gene expression, the types of immune cell infiltration showed significantly different correlations among cancer types, dividing them into two clusters. Furthermore, we showed that elevated GLNM regulators expression was associated with poor overall survival in the majority of cancer types. Lastly, the expression of GLNM regulators was significantly associated with PD-L1 expression and drug sensitivity. Conclusions: The elevated expression of GLNM regulators was associated with poorer cancer prognoses and a cold tumor microenvironment, providing novel insights into cancer treatment and possibly offering alternative options for the treatment of clinically refractory cancers.

24 May 2022 in Cancer Control
Verified
Journal Article
Open access
RGRenguo Guan
Renguo Guan
WLWenping Lin
Wenping Lin
JZJingwen Zou
Jingwen Zou
JMJie Mei
Jie Mei
YWYuhua Wen
Yuhua Wen
RGRong-ping Guo
Rong-ping Guo
Background: Vessels that encapsulate tumor cluster (VETC) is associated with poor prognosis in hepatocellular carcinoma (HCC). Vessels that encapsulate tumor cluster estimation before initial treatment is helpful for clinical doctors. We aimed to construct a novel predictive model for VETC, using preoperatively accessible clinical parameters and imagine features. Methods: Totally, 365 HCC patients who received curative hepatectomy in the Sun Yat-Sen University Cancer Center from 2013 to 2014 were enrolled in this study. Vessels that encapsulate tumor cluster pattern was confirmed by immunochemistry staining. 243 were randomly assigned to the training cohort while the rest was assigned to the validation cohort. Independent predictive factors for VETC estimation were determined by univariate and multivariate logistic analysis. We further constructed a predictive nomogram for VETC in HCC. The performance of the nomogram was evaluated by C-index, receiver operating characteristic (ROC) curve, and calibration curve. Besides, the decision curve was plotted to evaluate the clinical usefulness. Ultimately, Kaplan–Meier survival curves were utilized to confirm the association between the nomogram and survival. Results: Immunochemistry staining revealed VETC in 87 patients (23.8%). lymphocyte to monocyte ratio (>7.75, OR = 4.06), neutrophil (>7, OR = 4.48), AST to ALT ratio (AAR > .86, OR = 2.16), ALT to lymphocyte ratio index (BLRI > 21.73, OR = 2.57), alpha-fetoprotein (OR = 1.1), and tumor diameter (OR = 2.65) were independent predictive factors. The nomogram incorporating these predictive factors performed well with an area under the curve (AUC) of .746 and .707 in training and validation cohorts, respectively. Calibration curves indicated the predicted probabilities closely corresponded with the actual VETC status. Moreover, the decision curve proved our nomogram could provide clinical benefits with patients. Finally, low probability of VETC group had significantly longer recurrence free survival (RFS) and overall survival (OS) than the high probability of the VETC group (all P < .001). Conclusion: A novel predictive nomogram integrating clinical indicators and image characteristics shows strong predictive VETC performance and might provide standardized net clinical benefits.

17 January 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
YZYoucheng Zhang
Youcheng Zhang
TZTian-Chen Zhu
Tian-Chen Zhu
RNRuncong Nie
Runcong Nie
LLLianghe Lu
Lianghe Lu
ZXZhi-Cheng Xiang
Zhi-Cheng Xiang
MCMu-Yan Cai
Mu-Yan Cai
Background: Immune-related adverse events (irAEs) are side effects that reflect the activation of patients’ immune systems after treatment with immune checkpoint inhibitors (ICIs). However, there is no meta-analysis on the effect of early irAEs on patient survival. Thus, we assessed the association between early irAEs and the survival of patients treated with ICIs. Methods: PubMed, Embase, and Web of Science were searched from May 2010 to May 2020 for all the retrospective and prospective comparative studies to evaluate the hazard ratios (HRs) for death. A random-effects model was used to calculate the pooled HR for death, and heterogeneity was assessed using I² statistics. The main outcomes were overall survival (OS) and progression-free survival (PFS). Results: A total of 11 reports with 2077 patients were included. A significant association was observed between early irAEs and a favorable clinical outcome. Patients with early irAEs had prolonged OS (HR: 0.62, 95% confidence interval (CI): 0.53–0.74, p < 0.001) and PFS (HR: 0.53, 95% CI: 0.41–0.66, p < 0.001) compared to those without; these results were confirmed using a sensitivity analysis. The irAE types, malignancy types, and sample size were correlated with patients’ clinical outcomes. Conclusions: Early irAEs, especially cutaneous irAEs, correlated with a better clinical outcome in patients treated with ICIs.

27 October 2023 in Journal of Magnetic Resonance Imaging
Verified
Journal Article
Closed access
CZCheng Zhang
Cheng Zhang
LMLi‐Di Ma
Li‐Di Ma
XZXiao‐Lan Zhang
Xiao‐Lan Zhang
CLCai Lei
Cai Lei
SYSha‐Sha Yuan
Sha‐Sha Yuan
CXChuanmiao Xie
Chuanmiao Xie