Lung cancer is the most common and fatal malignant disease worldwide and has the highest mortality rate among tumor-related causes of death.Early diagnosis and precision medicine can significantly improve the survival...Lung cancer is the most common and fatal malignant disease worldwide and has the highest mortality rate among tumor-related causes of death.Early diagnosis and precision medicine can significantly improve the survival rate and prognosis of lung cancer patients.At present,the clinical diagnosis of lung cancer is challenging due to a lack of effective non-invasive detection methods and biomarkers,and treatment is primarily hindered by drug resistance and high tumor heterogeneity.Liquid biopsy is a method for detecting circulating biomarkers in the blood and other body fluids containing genetic information from primary tumor tissues.Bronchoalveolar lavage fluid(BALF)is a potential liquid biopsy medium that is rich in a variety of bioactive substances and cell components.BALF contains information on the key characteristics of tumors,including the tumor subtype,gene mutation type,and tumor environment,thus BALF may be used as a diagnostic supplement to lung biopsy.In this review,the current research on BALF in the diagnosis,treatment,and prognosis of lung cancer is summarized.The advantages and disadvantages of different components of BALF,including cells,cell-free DNA,extracellular vesicles,and micro RNA are introduced.In particular,the great potential of extracellular vesicles in precision diagnosis and detection of drug-resistant for lung cancer is highlighted.In addition,the performance of liquid biopsies with different body fluid sources in lung cancer detection are compared to facilitate more selective studies involving BALF,thereby promoting the application of BALF for precision medicine in lung cancer patients in the future.展开更多
The efficacy of pelvic radiation in the management of locally advanced stage rectal cancer has come under scrutiny in the context of modern precision medicine and systemic therapy as evidenced by recent clinical trial...The efficacy of pelvic radiation in the management of locally advanced stage rectal cancer has come under scrutiny in the context of modern precision medicine and systemic therapy as evidenced by recent clinical trials such as FOWARC(J Clin Oncol 2019;37:3223-3233),NCT04165772(N Engl J Med 2022;386:2363-2376),and PROSPECT(N Engl J Med 2023;389:322-334).In this review,we comprehensively assess these pivotal trials and offer additional insights into the evolving role of pelvic radiation in contemporary oncology.展开更多
Critical care medicine in the 21st century has witnessed remarkable advancements that have significantly improved patient outcomes in intensive care units(ICUs).This abstract provides a concise summary of the latest d...Critical care medicine in the 21st century has witnessed remarkable advancements that have significantly improved patient outcomes in intensive care units(ICUs).This abstract provides a concise summary of the latest developments in critical care,highlighting key areas of innovation.Recent advancements in critical care include Precision Medicine:Tailoring treatments based on individual patient characteristics,genomics,and biomarkers to enhance the effectiveness of therapies.The objective is to describe the recent advancements in Critical Care Medicine.Telemedicine:The integration of telehealth technologies for remote patient monitoring and consultation,facilitating timely interventions.Artificial intelligence(AI):AI-driven tools for early disease detection,predictive analytics,and treatment optimization,enhancing clinical decision-making.Organ Support:Advanced life support systems,such as Extracorporeal Membrane Oxygenation and Continuous Renal Replacement Therapy provide better organ support.Infection Control:Innovative infection control measures to combat emerging pathogens and reduce healthcare-associated infections.Ventilation Strategies:Precision ventilation modes and lung-protective strategies to minimize ventilatorinduced lung injury.Sepsis Management:Early recognition and aggressive management of sepsis with tailored interventions.Patient-Centered Care:A shift towards patient-centered care focusing on psychological and emotional wellbeing in addition to medical needs.We conducted a thorough literature search on PubMed,EMBASE,and Scopus using our tailored strategy,incorporating keywords such as critical care,telemedicine,and sepsis management.A total of 125 articles meeting our criteria were included for qualitative synthesis.To ensure reliability,we focused only on articles published in the English language within the last two decades,excluding animal studies,in vitro/molecular studies,and non-original data like editorials,letters,protocols,and conference abstracts.These advancements reflect a dynamic landscape in critical care medicine,where technology,research,and patient-centered approaches converge to improve the quality of care and save lives in ICUs.The future of critical care promises even more innovative solutions to meet the evolving challenges of modern medicine.展开更多
Human cancer is a complex disease caused by the interaction of multiple genes and environmental factors.It is known that environmental factors such as smoking,drinking,and food carcinogens are implicated in the develo...Human cancer is a complex disease caused by the interaction of multiple genes and environmental factors.It is known that environmental factors such as smoking,drinking,and food carcinogens are implicated in the development of certain types of cancer including esophageal squamous cell carcinoma(ESCC).However,only a small portion of exposed individuals finally developed cancer,indicating that genetic makeup also plays an important role in the tumorigenesis.Genome-wide association studies(GWAS)have found numerous susceptible genes or loci for cancers,providing new ideas and directions for precision prevention and treatment of cancers.With the advances in the field of next-generation sequencing(NGS),the genomic landscapes of many types of human cancer have comprehensively been characterized.Here,we review the progresses of GWAS and NGS in revealing genomic variations of ESCC,one of the most common cancers in China,and discuss the potential applications of these results in precision medicine of ESCC.展开更多
The advent of biologics and small molecules in inflammatory bowel disease(IBD)has marked a significant turning point in the prognosis of IBD,decreasing the rates of corticosteroid dependence,hospitalizations and impro...The advent of biologics and small molecules in inflammatory bowel disease(IBD)has marked a significant turning point in the prognosis of IBD,decreasing the rates of corticosteroid dependence,hospitalizations and improving overall quality of life.The introduction of biosimilars has also increased affordability and enhanced access to these otherwise costly targeted therapies.Biologics do not yet represent a complete panacea:A subset of patients do not respond to first-line anti-tumor necrosis factor(TNF)-alpha agents or may subsequently demonstrate a secondary loss of response.Patients who fail to respond to anti-TNF agents typically have a poorer response rate to second-line biologics.It is uncertain which patient would benefit from a different sequencing of biologics or even a combination of biologic agents.The introduction of newer classes of biologics and small molecules may provide alternative therapeutic targets for patients with refractory disease.This review examines the therapeutic ceiling in current treatment strategies of IBD and the potential paradigm shifts in the future.展开更多
The high incidence of hepatocellular carcinoma(HCC)recurrence negatively impacts outcomes of patients treated with curative intent despite advances in surgical techniques and other locoregional liver-targeting therapi...The high incidence of hepatocellular carcinoma(HCC)recurrence negatively impacts outcomes of patients treated with curative intent despite advances in surgical techniques and other locoregional liver-targeting therapies.Over the past few decades,the emergence of transcriptome analysis tools,including real-time quantitative reverse transcription PCR,microarrays,and RNA sequencing,has not only largely contributed to our knowledge about the pathogenesis of recurrent HCC but also led to the development of outcome prediction models based on differentially expressed gene signatures.In recent years,the single-cell RNA sequencing technique has revolutionized our ability to study the complicated crosstalk between cancer cells and the immune environment,which may benefit further investigations on the role of different immune cells in HCC recurrence and the identification of potential therapeutic targets.In the present article,we summarized the major findings yielded with these transcriptome methods within the framework of a causal model consisting of three domains:primary cancer cells;carcinogenic stimuli;and tumor microenvironment.We provided a comprehensive review of the insights that transcriptome analyses have provided into diagnostics,surveillance,and treatment of HCC recurrence.展开更多
Inflammatory bowel disease(IBD)is a complex disease with variability in genetic,environmental,and lifestyle factors affecting disease presentation and course.Precision medicine has the potential to play a crucial role...Inflammatory bowel disease(IBD)is a complex disease with variability in genetic,environmental,and lifestyle factors affecting disease presentation and course.Precision medicine has the potential to play a crucial role in managing IBD by tailoring treatment plans based on the heterogeneity of clinical and temporal variability of patients.Precision medicine is a population-based approach to managing IBD by integrating environmental,genomic,epigenomic,transcriptomic,proteomic,and metabolomic factors.It is a recent and rapidly developing medicine.The widespread adoption of precision medicine worldwide has the potential to result in the early detection of diseases,optimal utilization of healthcare resources,enhanced patient outcomes,and,ultimately,improved quality of life for individuals with IBD.Though precision medicine is promising in terms of better quality of patient care,inadequacies exist in the ongoing research.There is discordance in study conduct,and data collection,utilization,interpretation,and analysis.This review aims to describe the current literature on precision medicine,its multiomics approach,and future directions for its application in IBD.展开更多
The pathophysiology of osteoarthritis(OA)is multifactorial,with the primary risk factors being obesity,age,environmental variables,and genetic predisposition.The available evidence suggests that genetic diversity does...The pathophysiology of osteoarthritis(OA)is multifactorial,with the primary risk factors being obesity,age,environmental variables,and genetic predisposition.The available evidence suggests that genetic diversity does not adequately account for all clinical characteristics and heterogeneity of OA.Genetics has emerged as a nascent and crucial area of research in OA.The epigenetic module presents a potential link between genetic and environmental risk factors and the susceptibility and pathogenesis of OA.As a critical epigenetic alteration,DNA methylation has been shown to have an important role in the etiology of OA and is a viable biomarker for predicting disease progression and medication response,as shown in this research.This review aims to update knowledge in the field of DNA methylation associated with OA to better identify the essential features of OA subtypes and pathological conditions,hence accelerating individualized treatment and precision medicine.展开更多
The spread of tuberculosis(TB),especially multidrug-resistant TB and extensively drug-resistant TB,has strongly motivated the research and development of new anti-TB drugs.New strategies to facilitate drug combination...The spread of tuberculosis(TB),especially multidrug-resistant TB and extensively drug-resistant TB,has strongly motivated the research and development of new anti-TB drugs.New strategies to facilitate drug combinations,including pharmacokinetics-guided dose optimization and toxicology studies of first-and second-line anti-TB drugs have also been introduced and recommended.Liquid chromatography-mass spectrometry(LC-MS)has arguably become the gold standard in the analysis of both endo-and exo-genous compounds.This technique has been applied successfully not only for therapeutic drug monitoring(TDM)but also for pharmacometabolomics analysis.TDM improves the effectiveness of treatment,reduces adverse drug reactions,and the likelihood of drug resistance development in TB patients by determining dosage regimens that produce concentrations within the therapeutic target window.Based on TDM,the dose would be optimized individually to achieve favorable outcomes.Pharmacometabolomics is essential in generating and validating hypotheses regarding the metabolism of anti-TB drugs,aiding in the discovery of potential biomarkers for TB diagnostics,treatment monitoring,and outcome evaluation.This article highlighted the current progresses in TDM of anti-TB drugs based on LC-MS bioassay in the last two decades.Besides,we discussed the advantages and disadvantages of this technique in practical use.The pressing need for non-invasive sampling approaches and stability studies of anti-TB drugs was highlighted.Lastly,we provided perspectives on the prospects of combining LC-MS-based TDM and pharmacometabolomics with other advanced strategies(pharmacometrics,drug and vaccine developments,machine learning/artificial intelligence,among others)to encapsulate in an all-inclusive approach to improve treatment outcomes of TB patients.展开更多
In this editorial,we comment on the article by Zhang et al entitled Development of a machine learning-based model for predicting the risk of early postoperative recurrence of hepatocellular carcinoma.Hepatocellular ca...In this editorial,we comment on the article by Zhang et al entitled Development of a machine learning-based model for predicting the risk of early postoperative recurrence of hepatocellular carcinoma.Hepatocellular carcinoma(HCC),which is characterized by high incidence and mortality rates,remains a major global health challenge primarily due to the critical issue of postoperative recurrence.Early recurrence,defined as recurrence that occurs within 2 years posttreatment,is linked to the hidden spread of the primary tumor and significantly impacts patient survival.Traditional predictive factors,including both patient-and treatment-related factors,have limited predictive ability with respect to HCC recurrence.The integration of machine learning algorithms is fueled by the exponential growth of computational power and has revolutionized HCC research.The study by Zhang et al demonstrated the use of a groundbreaking preoperative prediction model for early postoperative HCC recurrence.Challenges persist,including sample size constraints,issues with handling data,and the need for further validation and interpretability.This study emphasizes the need for collaborative efforts,multicenter studies and comparative analyses to validate and refine the model.Overcoming these challenges and exploring innovative approaches,such as multi-omics integration,will enhance personalized oncology care.This study marks a significant stride toward precise,efficient,and personalized oncology practices,thus offering hope for improved patient outcomes in the field of HCC treatment.展开更多
Background:Limited research has been conducted on the influence of autophagy-associated long non-coding RNAs(ARLncRNAs)on the prognosis of hepatocellular carcinoma(HCC).Methods:We analyzed 371 HCC samples from TCGA,id...Background:Limited research has been conducted on the influence of autophagy-associated long non-coding RNAs(ARLncRNAs)on the prognosis of hepatocellular carcinoma(HCC).Methods:We analyzed 371 HCC samples from TCGA,identifying expression networks of ARLncRNAs using autophagy-related genes.Screening for prognostically relevant ARLncRNAs involved univariate Cox regression,Lasso regression,and multivariate Cox regression.A Nomogram was further employed to assess the reliability of Riskscore,calculated from the signatures of screened ARLncRNAs,in predicting outcomes.Additionally,we compared drug sensitivities in patient groups with differing risk levels and investigated potential biological pathways through enrichment analysis,using consensus clustering to identify subgroups related to ARLncRNAs.Results:The screening process identified 27 ARLncRNAs,with 13 being associated with HCC prognosis.Consequently,a set of signatures comprising 8 ARLncRNAs was successfully constructed as independent prognostic factors for HCC.Patients in the high-risk group showed very poor prognoses in most clinical categories.The Riskscore was closely related to immune cell scores,such as macrophages,and the DEGs between different groups were implicated in metabolism,cell cycle,and mitotic processes.Notably,high-risk group patients demonstrated a significantly lower IC50 for Paclitaxel,suggesting that Paclitaxel could be an ideal treatment for those at elevated risk for HCC.We further identified C2 as the Paclitaxel subtype,where patients exhibited higher Riskscores,reduced survival rates,and more severe clinical progression.Conclusion:The 8 signatures based on ARLncRNAs present novel targets for prognostic prediction in HCC.The drug candidate Paclitaxel may effectively treat HCC by impacting ARLncRNAs expression.With the identification of ARLncRNAsrelated isoforms,these results provide valuable insights for clinical exploration of autophagy mechanisms in HCC pathogenesis and offer potential avenues for precision medicine.展开更多
BACKGROUND Brain abscess is a serious and potentially fatal disease caused primarily by microbial infection.Although progress has been made in the diagnosis and treatment of brain abscesses,the diagnostic timeliness o...BACKGROUND Brain abscess is a serious and potentially fatal disease caused primarily by microbial infection.Although progress has been made in the diagnosis and treatment of brain abscesses,the diagnostic timeliness of pathogens needs to be improved.CASE SUMMARY We report the case of a 54-year-old male with a brain abscess caused by oral bacteria.The patient recovered well after receiving a combination of metagenomic next-generation sequencing(mNGS)-assisted guided medication and surgery.CONCLUSION Therefore,mNGS may be widely applied to identify the pathogenic microor-ganisms of brain abscesses and guide precision medicine.展开更多
Objective:Some patients exhibit septic symptoms following laparoscopic surgery,leading to a poor prognosis.Effective clinical subphenotyping is critical for guiding tailored therapeutic strategies in these cases.By id...Objective:Some patients exhibit septic symptoms following laparoscopic surgery,leading to a poor prognosis.Effective clinical subphenotyping is critical for guiding tailored therapeutic strategies in these cases.By identifying predisposing factors for postoperative sepsis,clinicians can implement targeted interventions,potentially improving outcomes.This study outlines a workflow for the subphenotype methodology in the context of laparoscopic surgery,along with its practical application.Methods:This study utilized data routinely available in clinical case systems,enhancing the applicability of our findings.The data included vital signs,such as respiratory rate,and laboratory measures,such as blood sodium levels.The process of categorizing clinical routine data involved technical complexities.A correlation heatmap was used to visually depict the relationships between variables.Ordering points were used to identify the clustering structure and combined with Consensus K clustering methods to determine the optimal categorization.Results:Our study highlighted the intricacies of identifying clinical subphenotypes following laparoscopic surgery,and could thus serve as a valuable resource for clinicians and researchers seeking to explore disease heterogeneity in clinical settings.By simplifying complex methodologies,we aimed to bridge the gap between technical expertise and clinical application,fostering an environment where professional medical knowledge is effectively utilized in subphenotyping research.Conclusion:This tutorial could primarily serve as a guide for beginners.A variety of clustering approaches were explored,and each step in the process contributed to a comprehensive understanding of clinical subphenotypes.展开更多
Traumatic brain injury(TBI)is a serious condition in which trauma to the head causes damage to the brain,leading to a disruption in brain function.This is a significant health issue worldwide,with around 69 million pe...Traumatic brain injury(TBI)is a serious condition in which trauma to the head causes damage to the brain,leading to a disruption in brain function.This is a significant health issue worldwide,with around 69 million people suffering from TBI each year.Immediately following the trauma,damage occurs in the acute phase of injury that leads to the primary outcomes of the TBI.In the hours-to-days that follow,secondary damage can also occur,leading to chronic outcomes.TBIs can range in severity from mild to severe,and can be complicated by the fact that some individuals sustain multiple TBIs,a risk factor for worse long-term outcomes.Although our knowledge about the pathophysiology of TBI has increased in recent years,unfortunately this has not been translated into effective clinical therapies.The U.S.Food and Drug Administration has yet to approve any drugs for the treatment of TBI;current clinical treatment guidelines merely offer supportive care.Outcomes between individuals greatly vary,which makes the treatment for TBI so challenging.A blow of similar force can have only mild,primary outcomes in one individual and yet cause severe,chronic outcomes in another.One of the reasons that have been proposed for this differential response to TBI is the underlying genetic differences across the population.Due to this,many researchers have begun to investigate the possibility of using precision medicine techniques to address TBI treatment.In this review,we will discuss the research detailing the identification of genetic risk factors for worse outcomes after TBI,and the work investigating personalized treatments for these higher-risk individuals.We highlight the need for further research into the identification of higher-risk individuals and the development of personalized therapies for TBI.展开更多
With the significant advances in cancer genomics using next-generation sequencing technologies,genomic and molecular profilingbased precision medicine is used as a part of routine clinical test for guiding and selecti...With the significant advances in cancer genomics using next-generation sequencing technologies,genomic and molecular profilingbased precision medicine is used as a part of routine clinical test for guiding and selecting the most appropriate treatments for individual cancer patients.Although many molecular-targeted therapies for a number of actionable genomic alterations have been developed,the clinical application of such information is still limited to a small proportion of cancer patients.In this review,we summarize the current status of personalized drug selection based on genomic and molecular profiling and highlight the challenges how we can further utilize the individual genomic information.Cancer immunotherapies,including immune checkpoint inhibitors,would be one of the potential approaches to apply the results of genomic sequencing most effectively.Highly cancer-specific antigens derived from somatic mutations,the so-called neoantigens,occurring in individual cancers have been in focus recently.Cancer immunotherapies,which target neoantigens,could lead to a precise treatment for cancer patients,despite the challenge in accurately predicting neoantigens that can induce cytotoxic T cells in individual patients.Precise prediction of neoantigens should accelerate the development of personalized immunotherapy including cancer vaccines and T-cell receptor-engineered T-cell therapy for a broader range of cancer patients.展开更多
Precision medicine,currently a hotspot in mainstream medicine,has been strongly promoted in recent years. With rapid technological development,such as next-generation sequencing,and fierce competition in molecular tar...Precision medicine,currently a hotspot in mainstream medicine,has been strongly promoted in recent years. With rapid technological development,such as next-generation sequencing,and fierce competition in molecular targeted drug exploitation,precision medicine represents an advance in science and technology; it also fulfills needs in public health care. The clinical translation and application of precision medicine-especially in the prevention and treatment of tumors-is far from satisfactory; however,the aims of precision medicine deserve approval. Thus,this medical approach is currently in its infancy; it has promising prospects,but it needs to overcome numbers of problems and deficiencies. It is expected that in addition to conventional symptoms and signs,precision medicine will define disease in terms of the underlying molecular characteristics and other environmental susceptibility factors. Those expectations should be realized by constructing a novel data network,integrating clinical data from individual patients and personal genomic background with existing research on the molecular makeup of diseases. In addition,multi-omics analysis and multi-discipline collaboration will become crucial elements in precision medicine. Precision medicine deserves strong support,and its development demands directed momentum. We propose three kinds of impetus(research,application and collaboration impetus) for such directed momentum toward promoting precision medicine and accelerating its clinical translation and application.展开更多
Gastrointestinal(GI)cancer has a high tumor incidence and mortality rate worldwide.Despite significant improvements in radiotherapy,chemotherapy,and targeted therapy for GI cancer over the last decade,GI cancer is cha...Gastrointestinal(GI)cancer has a high tumor incidence and mortality rate worldwide.Despite significant improvements in radiotherapy,chemotherapy,and targeted therapy for GI cancer over the last decade,GI cancer is characterized by high recurrence rates and a dismal prognosis.There is an urgent need for new diagnostic and therapeutic approaches.Recent technological advances and the accumulation of clinical data are moving toward the use of precision medicine in GI cancer.Here we review the application and status of precision medicine in GI cancer.Analyses of liquid biopsy specimens provide comprehensive real-time data of the tumor-associated changes in an individual GI cancer patient with malignancy.With the introduction of gene panels including next-generation sequencing,it has become possible to identify a variety of mutations and genetic biomarkers in GI cancer.Although the genomic aberration of GI cancer is apparently less actionable compared to other solid tumors,novel informative analyses derived from comprehensive gene profiling may lead to the discovery of precise molecular targeted drugs.These progressions will make it feasible to incorporate clinical,genome-based,and phenotype-based diagnostic and therapeutic approaches and apply them to individual GI cancer patients for precision medicine.展开更多
Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships betwe...Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships between the genomic variabilities and the current organ-or system-based definition and classification of disease in Western medi⁃cine.The major challenges in the effort to establish and develop precision medicine are how diseases should be defined and classified in an integrated systemic or omic scale and also on an individualized basis.The phenomics approach to the understanding of diseases will allow the transition from focused phenotype/genotype studies to a systemic largescale phenome and genome,proteome,metabolome approach and the identification of a systemically integrated setof biomarkers for diagnosis and prognosis of disease phenome(or Zhenghou).Phenome-wide associated study(PheWAS)may soon lead the field of medical research and provide insightful and novel clues for redefinition of the disease phenome and its clinical classifications and personalized treatment and ultimately precision medicine.Pharma⁃cophenomics is to characterize the phenomes of drug response and also to identify the corresponding therapeutic targets at the level of systems biology.As a complement of pharmacogenomics/proteomics/metabolomics,pharmacoph⁃enomics offers a suite of new technologies and platforms for the transition from focused phenotype-genotype study to a systematic phenome-genome approach and refine drug research with systematically-defined drug response and thera⁃peutic targets.Therefore,pharmacophenomics will provide a new paradigm for the study of drug response including effects and toxicities at the level of systems biology and will identify the corresponding therapeutic targets and principles for combination treatment and prevention of disease using Fangji or Fufang that takes into account individual variability in genes,environment,and lifestyle for each person.展开更多
Gastrointestinal(GI)cancer remains the deadliest cancer in the world.The current standard treatment for GI cancer focuses on 5-fluorouracil-based chemotherapeutic regimens and surgery,and molecular-targeted therapy is...Gastrointestinal(GI)cancer remains the deadliest cancer in the world.The current standard treatment for GI cancer focuses on 5-fluorouracil-based chemotherapeutic regimens and surgery,and molecular-targeted therapy is expected to be a more effective and less toxic therapeutic strategy for GI cancer.There is wellestablished evidence for the use of epidermal growth factor receptor-targeted and vascular endothelial growth factor-targeted antibodies,which should routinely be incorporated into treatment strategies for GI cancer.Other potential therapeutic targets involve the PI3K/AKT pathway,tumor growth factor-βpathway,mesenchymal-epithelial transition pathway,WNT pathway,poly(ADP-ribose)polymerase,and immune checkpoints.Many clinical trials assessing the agents of targeted therapy are underway and have presented promising and thoughtprovoking results.With the development of molecular biology techniques,we can identify more targetable molecular alterations in larger patient populations with GI cancer.Targeting these molecules will allow us to reach the goal of precision medicine and improve the outcomes of patients with GI cancer.展开更多
The following letter to the editor highlights the review titled“Liquid biopsy in cholangiocarcinoma:Current status and future perspective”in World J Gastrointest Oncol 2021;13:332-350.It is necessary to realize indi...The following letter to the editor highlights the review titled“Liquid biopsy in cholangiocarcinoma:Current status and future perspective”in World J Gastrointest Oncol 2021;13:332-350.It is necessary to realize individualized therapy to improve the clinical prognosis of patients with cholangiocarcinoma.展开更多
基金supported by grants from the National Natural Science Foundation of China(Grant No.82173182)the Sichuan Science and Technology Program(Grant No.2021YJ0117 to Weiya Wang+1 种基金Grant No.2023NSFSC1939 to Dan Liu)the 1·3·5 project for Disciplines of Excellence–Clinical Research Incubation Project,West China Hospital,Sichuan University(Grant Nos.2019HXFH034 and ZYJC21074)。
文摘Lung cancer is the most common and fatal malignant disease worldwide and has the highest mortality rate among tumor-related causes of death.Early diagnosis and precision medicine can significantly improve the survival rate and prognosis of lung cancer patients.At present,the clinical diagnosis of lung cancer is challenging due to a lack of effective non-invasive detection methods and biomarkers,and treatment is primarily hindered by drug resistance and high tumor heterogeneity.Liquid biopsy is a method for detecting circulating biomarkers in the blood and other body fluids containing genetic information from primary tumor tissues.Bronchoalveolar lavage fluid(BALF)is a potential liquid biopsy medium that is rich in a variety of bioactive substances and cell components.BALF contains information on the key characteristics of tumors,including the tumor subtype,gene mutation type,and tumor environment,thus BALF may be used as a diagnostic supplement to lung biopsy.In this review,the current research on BALF in the diagnosis,treatment,and prognosis of lung cancer is summarized.The advantages and disadvantages of different components of BALF,including cells,cell-free DNA,extracellular vesicles,and micro RNA are introduced.In particular,the great potential of extracellular vesicles in precision diagnosis and detection of drug-resistant for lung cancer is highlighted.In addition,the performance of liquid biopsies with different body fluid sources in lung cancer detection are compared to facilitate more selective studies involving BALF,thereby promoting the application of BALF for precision medicine in lung cancer patients in the future.
基金National Science and Technology Council,No.NSTC 112-2314-B-039-048.
文摘The efficacy of pelvic radiation in the management of locally advanced stage rectal cancer has come under scrutiny in the context of modern precision medicine and systemic therapy as evidenced by recent clinical trials such as FOWARC(J Clin Oncol 2019;37:3223-3233),NCT04165772(N Engl J Med 2022;386:2363-2376),and PROSPECT(N Engl J Med 2023;389:322-334).In this review,we comprehensively assess these pivotal trials and offer additional insights into the evolving role of pelvic radiation in contemporary oncology.
文摘Critical care medicine in the 21st century has witnessed remarkable advancements that have significantly improved patient outcomes in intensive care units(ICUs).This abstract provides a concise summary of the latest developments in critical care,highlighting key areas of innovation.Recent advancements in critical care include Precision Medicine:Tailoring treatments based on individual patient characteristics,genomics,and biomarkers to enhance the effectiveness of therapies.The objective is to describe the recent advancements in Critical Care Medicine.Telemedicine:The integration of telehealth technologies for remote patient monitoring and consultation,facilitating timely interventions.Artificial intelligence(AI):AI-driven tools for early disease detection,predictive analytics,and treatment optimization,enhancing clinical decision-making.Organ Support:Advanced life support systems,such as Extracorporeal Membrane Oxygenation and Continuous Renal Replacement Therapy provide better organ support.Infection Control:Innovative infection control measures to combat emerging pathogens and reduce healthcare-associated infections.Ventilation Strategies:Precision ventilation modes and lung-protective strategies to minimize ventilatorinduced lung injury.Sepsis Management:Early recognition and aggressive management of sepsis with tailored interventions.Patient-Centered Care:A shift towards patient-centered care focusing on psychological and emotional wellbeing in addition to medical needs.We conducted a thorough literature search on PubMed,EMBASE,and Scopus using our tailored strategy,incorporating keywords such as critical care,telemedicine,and sepsis management.A total of 125 articles meeting our criteria were included for qualitative synthesis.To ensure reliability,we focused only on articles published in the English language within the last two decades,excluding animal studies,in vitro/molecular studies,and non-original data like editorials,letters,protocols,and conference abstracts.These advancements reflect a dynamic landscape in critical care medicine,where technology,research,and patient-centered approaches converge to improve the quality of care and save lives in ICUs.The future of critical care promises even more innovative solutions to meet the evolving challenges of modern medicine.
基金This work was supported by National Key Basic Research and Development Program(973 project,grants No.2015CB553901 to DL and 2013CB910301 to CW)National Key R&D Program(grant No.2016YFC1302100 to DL)CAMS Innovation Fund for Medical Sciences(Grants No.2016-12M-3-019 to DL and 2016-12M-4-002 to CW).
文摘Human cancer is a complex disease caused by the interaction of multiple genes and environmental factors.It is known that environmental factors such as smoking,drinking,and food carcinogens are implicated in the development of certain types of cancer including esophageal squamous cell carcinoma(ESCC).However,only a small portion of exposed individuals finally developed cancer,indicating that genetic makeup also plays an important role in the tumorigenesis.Genome-wide association studies(GWAS)have found numerous susceptible genes or loci for cancers,providing new ideas and directions for precision prevention and treatment of cancers.With the advances in the field of next-generation sequencing(NGS),the genomic landscapes of many types of human cancer have comprehensively been characterized.Here,we review the progresses of GWAS and NGS in revealing genomic variations of ESCC,one of the most common cancers in China,and discuss the potential applications of these results in precision medicine of ESCC.
文摘The advent of biologics and small molecules in inflammatory bowel disease(IBD)has marked a significant turning point in the prognosis of IBD,decreasing the rates of corticosteroid dependence,hospitalizations and improving overall quality of life.The introduction of biosimilars has also increased affordability and enhanced access to these otherwise costly targeted therapies.Biologics do not yet represent a complete panacea:A subset of patients do not respond to first-line anti-tumor necrosis factor(TNF)-alpha agents or may subsequently demonstrate a secondary loss of response.Patients who fail to respond to anti-TNF agents typically have a poorer response rate to second-line biologics.It is uncertain which patient would benefit from a different sequencing of biologics or even a combination of biologic agents.The introduction of newer classes of biologics and small molecules may provide alternative therapeutic targets for patients with refractory disease.This review examines the therapeutic ceiling in current treatment strategies of IBD and the potential paradigm shifts in the future.
基金Linkou Chang Gung Memorial Hospital,Taiwan,No.CORPG3L0271,No.CORPG3L0281,No.CMRPG3K2292,and No.CORPG3L0301Ministry of Science and Technology,No.MOST111-2314-B-182A-126.
文摘The high incidence of hepatocellular carcinoma(HCC)recurrence negatively impacts outcomes of patients treated with curative intent despite advances in surgical techniques and other locoregional liver-targeting therapies.Over the past few decades,the emergence of transcriptome analysis tools,including real-time quantitative reverse transcription PCR,microarrays,and RNA sequencing,has not only largely contributed to our knowledge about the pathogenesis of recurrent HCC but also led to the development of outcome prediction models based on differentially expressed gene signatures.In recent years,the single-cell RNA sequencing technique has revolutionized our ability to study the complicated crosstalk between cancer cells and the immune environment,which may benefit further investigations on the role of different immune cells in HCC recurrence and the identification of potential therapeutic targets.In the present article,we summarized the major findings yielded with these transcriptome methods within the framework of a causal model consisting of three domains:primary cancer cells;carcinogenic stimuli;and tumor microenvironment.We provided a comprehensive review of the insights that transcriptome analyses have provided into diagnostics,surveillance,and treatment of HCC recurrence.
文摘Inflammatory bowel disease(IBD)is a complex disease with variability in genetic,environmental,and lifestyle factors affecting disease presentation and course.Precision medicine has the potential to play a crucial role in managing IBD by tailoring treatment plans based on the heterogeneity of clinical and temporal variability of patients.Precision medicine is a population-based approach to managing IBD by integrating environmental,genomic,epigenomic,transcriptomic,proteomic,and metabolomic factors.It is a recent and rapidly developing medicine.The widespread adoption of precision medicine worldwide has the potential to result in the early detection of diseases,optimal utilization of healthcare resources,enhanced patient outcomes,and,ultimately,improved quality of life for individuals with IBD.Though precision medicine is promising in terms of better quality of patient care,inadequacies exist in the ongoing research.There is discordance in study conduct,and data collection,utilization,interpretation,and analysis.This review aims to describe the current literature on precision medicine,its multiomics approach,and future directions for its application in IBD.
基金supported by the Anhui Famous Traditional Chinese Medicine Liu Jian Studio Construction Project(Traditional Chinese Medicine Development Secret[2018]No.11)the Ministry of Science and Technology National Key Research and Development Program Chinese Medicine Modernization Research Key Project(No.2018YFC1705204)+1 种基金Anhui Province Traditional Chinese Medicine Leading Talent Project(Traditional Chinese Medicine Development Secret[2018]No.23)the Anhui Key Research and Development Program Foreign Science and Technology Cooperation Project(No.201904b11020011).
文摘The pathophysiology of osteoarthritis(OA)is multifactorial,with the primary risk factors being obesity,age,environmental variables,and genetic predisposition.The available evidence suggests that genetic diversity does not adequately account for all clinical characteristics and heterogeneity of OA.Genetics has emerged as a nascent and crucial area of research in OA.The epigenetic module presents a potential link between genetic and environmental risk factors and the susceptibility and pathogenesis of OA.As a critical epigenetic alteration,DNA methylation has been shown to have an important role in the etiology of OA and is a viable biomarker for predicting disease progression and medication response,as shown in this research.This review aims to update knowledge in the field of DNA methylation associated with OA to better identify the essential features of OA subtypes and pathological conditions,hence accelerating individualized treatment and precision medicine.
基金sponsored by the National Research Foundation of Korea(NRF)Grant funded by the Korean government(MSIT)(Grant No.:2018R1A5A2021242).
文摘The spread of tuberculosis(TB),especially multidrug-resistant TB and extensively drug-resistant TB,has strongly motivated the research and development of new anti-TB drugs.New strategies to facilitate drug combinations,including pharmacokinetics-guided dose optimization and toxicology studies of first-and second-line anti-TB drugs have also been introduced and recommended.Liquid chromatography-mass spectrometry(LC-MS)has arguably become the gold standard in the analysis of both endo-and exo-genous compounds.This technique has been applied successfully not only for therapeutic drug monitoring(TDM)but also for pharmacometabolomics analysis.TDM improves the effectiveness of treatment,reduces adverse drug reactions,and the likelihood of drug resistance development in TB patients by determining dosage regimens that produce concentrations within the therapeutic target window.Based on TDM,the dose would be optimized individually to achieve favorable outcomes.Pharmacometabolomics is essential in generating and validating hypotheses regarding the metabolism of anti-TB drugs,aiding in the discovery of potential biomarkers for TB diagnostics,treatment monitoring,and outcome evaluation.This article highlighted the current progresses in TDM of anti-TB drugs based on LC-MS bioassay in the last two decades.Besides,we discussed the advantages and disadvantages of this technique in practical use.The pressing need for non-invasive sampling approaches and stability studies of anti-TB drugs was highlighted.Lastly,we provided perspectives on the prospects of combining LC-MS-based TDM and pharmacometabolomics with other advanced strategies(pharmacometrics,drug and vaccine developments,machine learning/artificial intelligence,among others)to encapsulate in an all-inclusive approach to improve treatment outcomes of TB patients.
文摘In this editorial,we comment on the article by Zhang et al entitled Development of a machine learning-based model for predicting the risk of early postoperative recurrence of hepatocellular carcinoma.Hepatocellular carcinoma(HCC),which is characterized by high incidence and mortality rates,remains a major global health challenge primarily due to the critical issue of postoperative recurrence.Early recurrence,defined as recurrence that occurs within 2 years posttreatment,is linked to the hidden spread of the primary tumor and significantly impacts patient survival.Traditional predictive factors,including both patient-and treatment-related factors,have limited predictive ability with respect to HCC recurrence.The integration of machine learning algorithms is fueled by the exponential growth of computational power and has revolutionized HCC research.The study by Zhang et al demonstrated the use of a groundbreaking preoperative prediction model for early postoperative HCC recurrence.Challenges persist,including sample size constraints,issues with handling data,and the need for further validation and interpretability.This study emphasizes the need for collaborative efforts,multicenter studies and comparative analyses to validate and refine the model.Overcoming these challenges and exploring innovative approaches,such as multi-omics integration,will enhance personalized oncology care.This study marks a significant stride toward precise,efficient,and personalized oncology practices,thus offering hope for improved patient outcomes in the field of HCC treatment.
文摘Background:Limited research has been conducted on the influence of autophagy-associated long non-coding RNAs(ARLncRNAs)on the prognosis of hepatocellular carcinoma(HCC).Methods:We analyzed 371 HCC samples from TCGA,identifying expression networks of ARLncRNAs using autophagy-related genes.Screening for prognostically relevant ARLncRNAs involved univariate Cox regression,Lasso regression,and multivariate Cox regression.A Nomogram was further employed to assess the reliability of Riskscore,calculated from the signatures of screened ARLncRNAs,in predicting outcomes.Additionally,we compared drug sensitivities in patient groups with differing risk levels and investigated potential biological pathways through enrichment analysis,using consensus clustering to identify subgroups related to ARLncRNAs.Results:The screening process identified 27 ARLncRNAs,with 13 being associated with HCC prognosis.Consequently,a set of signatures comprising 8 ARLncRNAs was successfully constructed as independent prognostic factors for HCC.Patients in the high-risk group showed very poor prognoses in most clinical categories.The Riskscore was closely related to immune cell scores,such as macrophages,and the DEGs between different groups were implicated in metabolism,cell cycle,and mitotic processes.Notably,high-risk group patients demonstrated a significantly lower IC50 for Paclitaxel,suggesting that Paclitaxel could be an ideal treatment for those at elevated risk for HCC.We further identified C2 as the Paclitaxel subtype,where patients exhibited higher Riskscores,reduced survival rates,and more severe clinical progression.Conclusion:The 8 signatures based on ARLncRNAs present novel targets for prognostic prediction in HCC.The drug candidate Paclitaxel may effectively treat HCC by impacting ARLncRNAs expression.With the identification of ARLncRNAsrelated isoforms,these results provide valuable insights for clinical exploration of autophagy mechanisms in HCC pathogenesis and offer potential avenues for precision medicine.
文摘BACKGROUND Brain abscess is a serious and potentially fatal disease caused primarily by microbial infection.Although progress has been made in the diagnosis and treatment of brain abscesses,the diagnostic timeliness of pathogens needs to be improved.CASE SUMMARY We report the case of a 54-year-old male with a brain abscess caused by oral bacteria.The patient recovered well after receiving a combination of metagenomic next-generation sequencing(mNGS)-assisted guided medication and surgery.CONCLUSION Therefore,mNGS may be widely applied to identify the pathogenic microor-ganisms of brain abscesses and guide precision medicine.
基金The study was funded by the China National Key Research and Development Program(2022YFC2504503,2023YFC3603104)General Health Science and Technology Program of Zhejiang Province(2024KY1099)+2 种基金the Huadong Medicine Joint Funds of the Zhejiang Provincial Natural Science Foundation of China(LHDMD24H150001)National Natural Science Foundation of China(82272180)the Project of Drug Clinical Evaluate Research of Chinese Pharmaceutical Association(CPA-Z06-ZC-2021e004).
文摘Objective:Some patients exhibit septic symptoms following laparoscopic surgery,leading to a poor prognosis.Effective clinical subphenotyping is critical for guiding tailored therapeutic strategies in these cases.By identifying predisposing factors for postoperative sepsis,clinicians can implement targeted interventions,potentially improving outcomes.This study outlines a workflow for the subphenotype methodology in the context of laparoscopic surgery,along with its practical application.Methods:This study utilized data routinely available in clinical case systems,enhancing the applicability of our findings.The data included vital signs,such as respiratory rate,and laboratory measures,such as blood sodium levels.The process of categorizing clinical routine data involved technical complexities.A correlation heatmap was used to visually depict the relationships between variables.Ordering points were used to identify the clustering structure and combined with Consensus K clustering methods to determine the optimal categorization.Results:Our study highlighted the intricacies of identifying clinical subphenotypes following laparoscopic surgery,and could thus serve as a valuable resource for clinicians and researchers seeking to explore disease heterogeneity in clinical settings.By simplifying complex methodologies,we aimed to bridge the gap between technical expertise and clinical application,fostering an environment where professional medical knowledge is effectively utilized in subphenotyping research.Conclusion:This tutorial could primarily serve as a guide for beginners.A variety of clustering approaches were explored,and each step in the process contributed to a comprehensive understanding of clinical subphenotypes.
基金supported by a grant from the New Jersey Commission on Brain Injury Research(No.CBIR16FEL009).
文摘Traumatic brain injury(TBI)is a serious condition in which trauma to the head causes damage to the brain,leading to a disruption in brain function.This is a significant health issue worldwide,with around 69 million people suffering from TBI each year.Immediately following the trauma,damage occurs in the acute phase of injury that leads to the primary outcomes of the TBI.In the hours-to-days that follow,secondary damage can also occur,leading to chronic outcomes.TBIs can range in severity from mild to severe,and can be complicated by the fact that some individuals sustain multiple TBIs,a risk factor for worse long-term outcomes.Although our knowledge about the pathophysiology of TBI has increased in recent years,unfortunately this has not been translated into effective clinical therapies.The U.S.Food and Drug Administration has yet to approve any drugs for the treatment of TBI;current clinical treatment guidelines merely offer supportive care.Outcomes between individuals greatly vary,which makes the treatment for TBI so challenging.A blow of similar force can have only mild,primary outcomes in one individual and yet cause severe,chronic outcomes in another.One of the reasons that have been proposed for this differential response to TBI is the underlying genetic differences across the population.Due to this,many researchers have begun to investigate the possibility of using precision medicine techniques to address TBI treatment.In this review,we will discuss the research detailing the identification of genetic risk factors for worse outcomes after TBI,and the work investigating personalized treatments for these higher-risk individuals.We highlight the need for further research into the identification of higher-risk individuals and the development of personalized therapies for TBI.
基金This work was partly supported by Japan Agency for Medical Research and Development(Grant Nos.17ck0106364h0003 and 20ck0106543h0001)the Japan Society for the Promotion of Science(Grant No.19H03522).
文摘With the significant advances in cancer genomics using next-generation sequencing technologies,genomic and molecular profilingbased precision medicine is used as a part of routine clinical test for guiding and selecting the most appropriate treatments for individual cancer patients.Although many molecular-targeted therapies for a number of actionable genomic alterations have been developed,the clinical application of such information is still limited to a small proportion of cancer patients.In this review,we summarize the current status of personalized drug selection based on genomic and molecular profiling and highlight the challenges how we can further utilize the individual genomic information.Cancer immunotherapies,including immune checkpoint inhibitors,would be one of the potential approaches to apply the results of genomic sequencing most effectively.Highly cancer-specific antigens derived from somatic mutations,the so-called neoantigens,occurring in individual cancers have been in focus recently.Cancer immunotherapies,which target neoantigens,could lead to a precise treatment for cancer patients,despite the challenge in accurately predicting neoantigens that can induce cytotoxic T cells in individual patients.Precise prediction of neoantigens should accelerate the development of personalized immunotherapy including cancer vaccines and T-cell receptor-engineered T-cell therapy for a broader range of cancer patients.
基金Supported by International Science and Technology Cooperation Projects,No.2016YFE0107100,No.2015DFA30650 and No.2010DFB33720Capital Special Research Project for Health Development,No.2014-2-4012+2 种基金Capital Research Project for The Characteristics Clinical Application No.Z151100004015170Beijing Nature Science Foundation for Young Scholars Project,No.7164293Program for New Century Excellent Talents in University,No.NCET-11-0288
文摘Precision medicine,currently a hotspot in mainstream medicine,has been strongly promoted in recent years. With rapid technological development,such as next-generation sequencing,and fierce competition in molecular targeted drug exploitation,precision medicine represents an advance in science and technology; it also fulfills needs in public health care. The clinical translation and application of precision medicine-especially in the prevention and treatment of tumors-is far from satisfactory; however,the aims of precision medicine deserve approval. Thus,this medical approach is currently in its infancy; it has promising prospects,but it needs to overcome numbers of problems and deficiencies. It is expected that in addition to conventional symptoms and signs,precision medicine will define disease in terms of the underlying molecular characteristics and other environmental susceptibility factors. Those expectations should be realized by constructing a novel data network,integrating clinical data from individual patients and personal genomic background with existing research on the molecular makeup of diseases. In addition,multi-omics analysis and multi-discipline collaboration will become crucial elements in precision medicine. Precision medicine deserves strong support,and its development demands directed momentum. We propose three kinds of impetus(research,application and collaboration impetus) for such directed momentum toward promoting precision medicine and accelerating its clinical translation and application.
基金Supported by KAKENHI(Grant-in-Aid for Scientific Research),No.18H02883
文摘Gastrointestinal(GI)cancer has a high tumor incidence and mortality rate worldwide.Despite significant improvements in radiotherapy,chemotherapy,and targeted therapy for GI cancer over the last decade,GI cancer is characterized by high recurrence rates and a dismal prognosis.There is an urgent need for new diagnostic and therapeutic approaches.Recent technological advances and the accumulation of clinical data are moving toward the use of precision medicine in GI cancer.Here we review the application and status of precision medicine in GI cancer.Analyses of liquid biopsy specimens provide comprehensive real-time data of the tumor-associated changes in an individual GI cancer patient with malignancy.With the introduction of gene panels including next-generation sequencing,it has become possible to identify a variety of mutations and genetic biomarkers in GI cancer.Although the genomic aberration of GI cancer is apparently less actionable compared to other solid tumors,novel informative analyses derived from comprehensive gene profiling may lead to the discovery of precise molecular targeted drugs.These progressions will make it feasible to incorporate clinical,genome-based,and phenotype-based diagnostic and therapeutic approaches and apply them to individual GI cancer patients for precision medicine.
文摘Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships between the genomic variabilities and the current organ-or system-based definition and classification of disease in Western medi⁃cine.The major challenges in the effort to establish and develop precision medicine are how diseases should be defined and classified in an integrated systemic or omic scale and also on an individualized basis.The phenomics approach to the understanding of diseases will allow the transition from focused phenotype/genotype studies to a systemic largescale phenome and genome,proteome,metabolome approach and the identification of a systemically integrated setof biomarkers for diagnosis and prognosis of disease phenome(or Zhenghou).Phenome-wide associated study(PheWAS)may soon lead the field of medical research and provide insightful and novel clues for redefinition of the disease phenome and its clinical classifications and personalized treatment and ultimately precision medicine.Pharma⁃cophenomics is to characterize the phenomes of drug response and also to identify the corresponding therapeutic targets at the level of systems biology.As a complement of pharmacogenomics/proteomics/metabolomics,pharmacoph⁃enomics offers a suite of new technologies and platforms for the transition from focused phenotype-genotype study to a systematic phenome-genome approach and refine drug research with systematically-defined drug response and thera⁃peutic targets.Therefore,pharmacophenomics will provide a new paradigm for the study of drug response including effects and toxicities at the level of systems biology and will identify the corresponding therapeutic targets and principles for combination treatment and prevention of disease using Fangji or Fufang that takes into account individual variability in genes,environment,and lifestyle for each person.
基金Supported by KAKENHI(Grant-in-Aid for Scientific Research),No.18H02883.
文摘Gastrointestinal(GI)cancer remains the deadliest cancer in the world.The current standard treatment for GI cancer focuses on 5-fluorouracil-based chemotherapeutic regimens and surgery,and molecular-targeted therapy is expected to be a more effective and less toxic therapeutic strategy for GI cancer.There is wellestablished evidence for the use of epidermal growth factor receptor-targeted and vascular endothelial growth factor-targeted antibodies,which should routinely be incorporated into treatment strategies for GI cancer.Other potential therapeutic targets involve the PI3K/AKT pathway,tumor growth factor-βpathway,mesenchymal-epithelial transition pathway,WNT pathway,poly(ADP-ribose)polymerase,and immune checkpoints.Many clinical trials assessing the agents of targeted therapy are underway and have presented promising and thoughtprovoking results.With the development of molecular biology techniques,we can identify more targetable molecular alterations in larger patient populations with GI cancer.Targeting these molecules will allow us to reach the goal of precision medicine and improve the outcomes of patients with GI cancer.
基金Wuhan Municipal Health Commission,No.WX14B22National Natural Science Foundation of China,No.81874208 and No.81700425.
文摘The following letter to the editor highlights the review titled“Liquid biopsy in cholangiocarcinoma:Current status and future perspective”in World J Gastrointest Oncol 2021;13:332-350.It is necessary to realize individualized therapy to improve the clinical prognosis of patients with cholangiocarcinoma.
