Digestive system diseases arise primarily through the interplay of genetic and environmental influences; there is an urgent need in elucidating the pathogenic mechanisms of these diseases and deploy personalized treatments. Traditional and long-established model systems rarely reproduce either tissue complexity or human physiology faithfully; these shortcomings underscore the need for better models. Organoids represent a promising research model, helping us gain a more profound understanding of the digestive organs; this model can also be used to provide patients with precise and individualized treatment and to build rapid in vitro test models for drug screening or gene/cell therapy, linking basic research with clinical treatment. Over the past few decades, the use of organoids has led to an advanced understanding of the composition of each digestive organ and has facilitated disease modeling, chemotherapy dose prediction, CRISPR-Cas9 genetic intervention, high-throughput drug screening, and identification of SARS-CoV-2 targets, pathogenic infection. However, the existing organoids of the digestive system mainly include the epithelial system. In order to reveal the pathogenic mechanism of digestive diseases, it is necessary to establish a completer and more physiological organoid model. Combining organoids and advanced techniques to test individualized treatments of different formulations is a promising approach that requires further exploration. This review highlights the advancements in the field of organoid technology from the perspectives of disease modeling and personalized therapy. Achieving the above goals will require two foundations: on the one hand, omics technologies and bioinformatics analysis are necessary to find correlations, and many achievements have been made in this field,27 on the other hand, reliable models can be used to reveal causal relationships, find molecular targets, and test therapeutic strategies. Ultimately, and most importantly, basic research can be translated into clinical research to benefit patients.The digestive system, a continuous anatomical structure composed of multiple organs, is responsible for swallowing and digesting food, absorbing nutrients, and discharging residual wastes.31 The limitations of cell line models established from the human digestive system are as follows: primary cells established from the original tissue have a short lifespan and require strict culture conditions; if immortal or cancerous cells are used, they will lose the complex characteristics of primary tissue after a long period of artificial culture on plastic plates with non-physiological media and may not respond to interventions in the same way as host tissue would.34 These defects mean that, while mouse models and cell lines have provided some understanding and insight into digestive system evolution and disease over the years, the failure rate of clinical translation has been quite high.38 Over the past decades, many approaches have been used in the attempt to generate models of the human digestive system in vitro.34 The development of organoid culture was a major breakthrough.40 Organoids recapitulate many biological features of human organs, including tissue heterogeneity, spatial distribution characteristics of different cells, cell-cell and cell-matrix interactions, and some functions arise from tissue-specific cells.43 Organoids are more representative of in vivo physiology and bridge the gap in existing model systems with a stable system adapted to a wide range of cultures and manipulations.47 Different cell types of stem cell-derived organoids contain complex cues that regulate tissue formation, giving them a unique potential in the study of biological phenomena related to tissue development and stem cell differentiation.50 Importantly, adult stem cell (AdSC)-derived organoids from individual patients can be expanded and preserved for therapeutic testing, be used to preserve tissue properties to achieve optimal outcomes for each patient, even be served as preclinical tools for drug screening.52The human digestive system is not directly accessible and translating the rapidly evolving preclinical knowledge associated with diagnostics and therapeutic interventions is not an easy task. Differences in the anatomy, biological processes and cell-type-specific expression patterns of the human digestive system make animal models a suboptimal choice to mimic the occurrence and treatment of human digestive diseases.In this review, we summarize the various in vitro digestive organoid models that have been created and the compositional differences between digestive organoids generated from AdSCs and induced pluripotent stem cells (iPSCs) Fig. . In addi53 Organoid formation relies on decades of research into stem cell fate determination, which is tightly coordinated by the Wnt/Notch/EGF/BMP pathway.55 Inspired by these studies, Cleves’ team established the first mouse gut organoid in 2009 by isolating Lgr5+ stem cells ex vivo with a combination of EGF, Wnt3a, and the BMP inhibitors Noggin or R-spondin-1 in a basal medium under a dome of matrigel.56 Their team subsequently modified the culture medium in 2011 to obtain human colonic organoids.57 Intestinal organoids are commonly termed “enteroids” when they originate from the small intestine and “colonoids” when they originate from the colon.58 The establishment of mouse- or human-derived epithelial enteroids and colonoids relies on the utilization of different culture media. For example, media containing R-spondin1, EGF, and Noggin is required for mouse intestinal organoids and does not vary with diverse proliferation and differentiation conditions. Additional Wnt3a results in indefinite growth of mouse intestinal organoids devoid of a functionally intact Wnt-secreting niche, necessitating the addition of exogenous Wnt3a to the expansion medium and the exclusion of Wnt3a from the differentiation medium. The long-term maintenance of human intestinal organoids requires more pathways, such as inhibition of the TGFβ and P38 MAPK pathways by the chemical inhibitors A83-01 and SB202190 or the addition of insulin-like growth factor 1 (IGF1) and fibroblast growth factor 2 (FGF2). Over decades of research, with continuous testing of combinations of nutritional factors, organoid models of the human digestive system have been developed into the more mature in vitro models, replicating the human esophagus, stomach, liver, pancreas, etc.62 These organoids are obtained from ex vivo expanded resident tissue stem cells by recreating the stem cell niche. Although each organ is unique in structure and cellular composition, organoids derived from those stem cells are very similar in terms of mitogenic factors, culture conditions, and final structure. The Wnt pathway activator Wnt-3A or R-Spondin, the BMP pathway antagonist Noggin, EGF or FGF, and TGF-β inhibitors are often needed, as well as other factors depending on the tissue origin. These multicellular organoids consist exclusively of simple hyperpolarized epithelial cells tightly surrounding the central lumen and outwardly projecting crypt-like structures.63Organoids are generated from various types of stem cells, which are induced to form microscopic cell clusters and cultured in vitro as 3D structures; these clusters are also known as “mini-organs” because they mimic the in vivo structures and functions of the corresponding organs.65 Likewise, PSC-derived organoids were first induced to develop into intestinal organoids through a gradual series of steps, in which activin-A first induced and defined endoderm formation and FGF/Wnt induced posterior endoderm patterning, subsequent hindgut specification and morphogenesis. After 4 weeks of culture, induced human intestinal organoids (iHIOs) were induced to express an intestinal stem cell marker, and they formed a polarized columnar epithelium with villus-like structures and an overall morphology similar to that of the human intestinal epithelium. iHIOs mimic the development of intestinal morphology and molecules. Later, PSC-derived organoids were also described for the large intestine.66 In the same manner as the endoderm, differentiation into the foregut, midgut and hindgut is finely regulated by a combination of factors. Furthermore, according to the fine-tuning regulation of the combination of factors obtained by accumulating embryonic development information on each organ, the foregut forms the esophagus, stomach, liver and pancreas, and the hindgut forms the large intestine. Thus, PSCs can form various digestive organs, such as the esophagus, stomach, intestine, liver, and pancreas, under conditions that closely mimic early patterning and morphogenesis with various specific medium components.73 In contrast to adult stem cells, PSCs are pluripotent, and various cellular components of the three germ layers can be obtained through different induction programs. In addition to the epithelial system, PSC-derived digestive organoids also contain a layer of mesenchymal cells.75 Hence, digestive organoids have extensive applications in various areas. Comprehensive protocols for establishing digestive organoids have been published, which enable the long-term expansion and passaging of organoids that can be cultured as desired for drug screening or microbial infection and mechanistic studies.86In addition to adult stem cell-derived organoids, digestive organoids can also be obtained from pluripotent stem cells (PSCs), including iPSCs and ESCs, in a step-by-step manner by mimicking embryonic development after implantation under a complex, coordinated set of specifications to determine the formation of morphological features.As organoid technology opens new areas of biomedical research, the establishment of long-term in vitro models of various digestive organs has increased our knowledge of digestive diseases, biobanking, clinical trials, pathogen infections, drug screening, stem cell function and regeneration, immunotherapy, gene therapy, testing for fecal microbiota transplantation (FMT), etc., all of which contribute to the development of personalized medicine Fig. .Fig. 2Po89 Abnormal expression or mutation of genes such as TP53, SMAD4 and PIK3CA mediate the occurrence and progression of diseases. In terms of environmental factors, these digestive organs tend to be prone to pathogen infections or external liquid and gaseous irritation. Notably, important aspects of anatomy and compartmentalization vary widely between species.90 Therefore, human digestive diseases can be studied most effectively by using human model systems. Organoid models derived from the digestive system can closely mimic these diseases due to their good representation of the cell composition and molecules characteristics of human organs.41 The simulation of digestive diseases by organoids can be realized mainly through two channels. First, the organoids of patients can be generated from the tissues obtained from surgery or biopsy to construct biobanks of patient-derived organoids (PDOs). PDOs have been shown to preserve their clinical markers, histomorphology, driver mutations, and even molecular and metabolite heterogeneity, which assures that organoids can respond realistically to in vivo treatments.91 Another approach is to mimic disease onset and progression by manipulating the expression of disease-causing genes or to generate mutation points by combining gene editing techniques. This method can be divided into two types: gene editing in organoid models derived from healthy/paracancerous tissue, and gene editing in organoid models derived from iPSCs. Each type has its own advantages: organoids derived from adult tissues retain the epigenetic and genetic information of adult tissues, making them more similar to the physiological state of human organs; PSC cells avoid the complex phenotypic variation of organoids from different backgrounds, allowing a variety of complex genetic manipulations and multivariate observations. Furthermore, the organoid models are also used to simulate environmental disturbances, in order to observe how those pathogens interact with the digestive organs and mediate barrier disruption, inflammation and immune responses, the genetic mutations, that ultimately cause a range of digestive diseases. At present, organoids are commonly researched in the medical field by extracting diseased tissues from patients and generating organoids to study the proportion of disease mutations that the organoids can retain and to what extent they can simulate patients’ responses to various clinical treatment strategies.92 Intervening in expression or activity of one or several genes or protein by a series of molecular means to study the association between corresponding genes and the occurrence or progression of diseases has been carried out mostly in the field of basic research.94 Together, these two advances form the basis of our current understanding of how organoids mimic digestive system disease and reveal its occurrence and progression.The pathogenesis of digestive system diseases is complex, occurring as a series of consequences of the interweaving and interaction of genes and the environment, and this process is the sum of infectious diseases, inflammatory diseases, and malignant tumors.96 It can be divided into two segments, the small intestine and the large intestine. In the past decade, the generation of intestinal organoids has provided a rich reference for understanding intestinal pathology.99 Organoid models can effectively mimic the state of intestinal diseases, including motility disorders, malabsorptive diarrhea, inflammation, infection, and cancer.100 Microvillus inclusion disease (MVID) is a congenital disease of the intestinal epithelium that causes malnutrition and is characterized by diffuse villus atrophy or absence of apical microvilli.102 MVID cases are caused by mutations in either myosin 5B (MYO5B) or syntaxin-3.103 Loss of the microvillus phenotype was reported in a patient-tissue-derived organoid model.105 Deletion of MYO5B impairs precursor differentiation into organoids and partially mediates Wnt/Notch imbalance, and Notch inhibition and/or LPA treatment could be an effective treatment for MVID.106 Diacylglycerol-acyltransferase 1 (DGAT1) dysfunction often leads to another rare, intractable form of malabsorption and diarrheal disease that appears early in life.107 The main role of DGAT1 is to catalyze the conversion of diglycerides and fatty acyl-CoA to triglycerides, and DGAT1 deficiency can lead to fat intolerance and protein-losing enteropathy.108 Intestinal organoids produced from tissues of DGAT1 mutant patients showed decreased lipid catabolism and increased cell death after oleic acid treatment. Knockdown of DGAT1 in normal organoids can also replicate this phenotype, which essentially recapitulates and reflects the fat intolerance and intestinal damage caused by DGAT1 deficiency in patients.109 Multiple intestinal atresia (MIA) is a rare disease with bowel obstruction and uniform calcification in the abdominal cavity, caused by a deficiency of the tetratricopeptide repeat domain 7 A gene (TTC7A).111 Organoids formed from MIA patient tissue have inside-out apicobasal polarity, which is rarely observed in long-term culture; however, this reversal can be normalized by pharmacological inhibition of Rho kinase.112 Cystic fibrosis (CF) is a common, fatal, multisystem genetic disorder that presents as a chronic disease with an altered gut environment.113 It is a disease caused by impaired epithelial anion transport owing to mutations in the gene encoding cystic fibrosis transmembrane regulator protein (CFTR), resulting in impaired fluid regulation and pH imbalance in multiple organs.115 CFTR-dependent secretory responses can be replicated by intestinal organoids from CF patients, and it was found that increased ATP treatment of these organoids with forskolin causes CFTR-mediated chloride channel opening and induces fluid secretion from epithelial cells, resulting in swelling of intestinal organoids.116 Inflammatory bowel diseases (IBDs) come in two forms, known as ulcerative colitis (UC) and Crohn’s disease (CD); these debilitating chronic inflammatory disorders are consequences of genetic predisposition combined with accumulated dysbiosis of the gut microbiota, which mediates uncontrolled immune responses and impaired structural function of the gut epithelium.119 Organoid models can also be used to interrogate complex somatic cells in UC tissue as they evolve to adapt to the chronic inflammatory microenvironment.123 Intestinal organoids harvested from CD patients can recapitulate multiple patterns of disease evolution, including higher organoid reorganization capacity, DNA methylation, and changes in transcriptome and stem cell marker gene profiles.125 Despite a comparable mutational signature, the number of single nucleotide variants (SNVs) in UC organoids from the same patient was slightly higher than that in paired control organoids, which essentially mimics the finding that epithelial cells in UC have an increased number of mutations under inflammatory conditions in vivo.126 Human iPSCs from colonic fibroblasts were isolated from UC patients, followed by targeted differentiation into organoids; these organoids fully reproduced the histological and functional features of primary colonic tissue, including insufficient secretion of acidic mucus, abnormal adherent junctions in the epithelial barrier, and overexpression of the CXCL8/CXCR1 axis.121 In addition, organoids can provide a good model for the simulation of colorectal cancer progression.130The occurrence and development of Colorectal Cancer (CRC) is a malignant tumor and a heterogeneous disease involving a series of genomic alterations.134 The occurrence and development of CRC is a multifactorial, multi-pathway process that follows a progression from normal to adenoma to adenocarcinoma to liver metastasis of adenocarcinoma. Organoids derived from colonic tissue have been used to model CRC, and these PDOs recapitulate the somatic copy number alteration (SCNA) and mutational spectrum found in CRC, with ~80% of the mutations in primary tumor tissue being identified in the corresponding organoids.135 Metastasis is the main cause of death in CRC; patient-derived paired primary and metastatic tumor organoids have been selected as CRC metastasis models, which can be used for the discovery and detection of potential prognostic biomarkers and therapeutic targets of CRC. Despite shared driver mutations between primary and metastatic tumors, metastatically derived organoids after xenotransplantation exhibit higher metastatic capacity.136 When the multimutated CRC genes APC, KRAS, SMAD4, TP53 and PIK3CA were introduced into normal human intestinal organoids using CRISPR-Cas9 genome editing technology, the organoids could simulate the progression of CRC and gradually transform into invasive glandular tissues in vivo.137 Gene-edited Apc/KrasG12D/Trp53 organoids were transplanted into the distal colon and subsequently found to metastasize to the liver.138 Deletion of MLH1 from colonic epithelium-derived normal organoids using CRISPR-Cas9 technology mimics features of MSI-driven CRC.139 Several newly discovered causative genes for colorectal cancer, such as the protein tyrosine kinases (PTKs) BMX and HCK observed in adenoma precursor cells, have been suggested as potential drivers of adenomas. When these two genes were exogenously expressed in human intestinal organoids, an increase in BMX or HCK was observed to significantly improve the number and size of organoid hyperplasia within the organoid lumen, as well as multiple polyp bud protrusions and wall hyperplasia.140 In addition to the role of gene mutation, chromosomal instability is also one of the pathological causes of CRC.141 When combined with other interventions, xenografted mutant organoids with certain chromosomal rearrangements, including reversals and deletions affecting R-spondin2, form flat serrated lesions similar to sessile serrated adenoma in mice.142The intestine is one of the largest vital organs of the human body, integrating many complex epithelial, immune, lymphatic, vascular, and nervous components to perform digestive and endocrine functions and regulate digestion, metabolism, and feeding behaviors.143 Gastric cancer (GC) is a heterogeneous malignancy of the digestive system with complex and diverse mutated genes and pathogenic mechanisms.144 GC can be divided into four subtypes according to molecular typing: the chromosomally unstable (CIN) subtype, frequently featuring RTK-RAS pathway amplification and mutated in TP53; the microsatellite instability (MSI) subtype, with a hypermutated phenotype; the genomically stable (GS) subtype, with alterations in RHOA/CDH1 and manifesting as diffuse tumor morphology; and the Epstein-Barr virus (EBV)-positive subtype, which displays frequent CDKN2A dysfunction and PIK3CA mutations.147 The established GC organoid biobank essentially covers all four GC subtypes and captures unique molecular profiles of dysregulated genes that can be used to guide unique therapeutic targets for GC subtypes.150 GC organoids retain cellular markers and tumor histopathological classification, and GC-associated gene mutations and copy number variations (CNVs) are also very similar in PDOs and corresponding primary tumors.151 Some heterogeneity was noted in lymph node metastatic GC organoids; the organoids from primary tumor histology showed diffuse growth, and organoids from lymph node metastatic tumors showed glandular shapes.152 The genotype-phenotype association can be validated by the phenotypic features of gene-edited gastric-like organoids carrying multiple gastric cancer mutations, such as the migration and diffuse appearance of gastric organoids after CDH1 knockout.148 GC metastasis can also be replicated by establishing an orthotopic carcinoma organoid transplantation model and identifying the essential characteristics of stem-like TR-LGR5+ cells in the persistence and metastasis of GC.153The stomach is composed of ordered epithelium, and the invaginated gastric unit contains acid-secreting parietal cells, mucous pit cells, enzyme-secreting primary cells, proliferating cells, and intermediate cell populations.154 Prolonged exposure to gastroesophageal reflux can lead to Barrett’s esophagus (BE); the transition from normal squamous epithelium to abnormal specialized columnar epithelium is also known as intestinal metaplasia in the esophagus; BE is increasing in incidence and is a potential risk for esophageal adenocarcinoma (EAC).157 BE organoids contain periodic acid-Schiff-positive goblet cells, a hallmark of BE.158 Esophageal cancer is a malignancy with high morbidity and mortality. There are two major histological subtypes, EAC and esophageal squamous cell carcinoma (ESCC).160 EAC cells are morphologically similar to the secretion-producing glandular cells of the intestinal mucosa, whereas ESCC cells exhibit varying degrees of squamous cell differentiation. Organoids obtained from EAC recapitulated patient tumor histology, including p53 status and apical/basal polarity.161 Furthermore, organoids obtained from EAC also showed the same consistency between driver somatic mutational events and genome-wide mutational signatures as in the original tumor tissue, including mutations of CDKN2A and PIK3CA.162 The characteristic clonal heterogeneity of EACs, which contributes to chemotherapy resistance and poor patient survival, can be retained in the resulting organoids.163 Established ESCC organoids from biopsy samples show consistency with the original tumors.164The esophagus consists of four layers: inner mucosa, the underlying supporting submucosa, the muscularis propria, and the epithelium and adventitia; it acts as an anatomical conduit for the transport of food from the pharynx to the stomach.167 Pancreatic ductal adenocarcinoma (PDAC) is the most lethal common malignancy, with poor prognosis and high mortality, and accounts for 90% of pancreatic cancers; PDAC is also one of the most drug-resistant cancers due to the extensive heterogeneity of mutations and the dense stromal environment.170 Pancreatic cancer organoids are derived from primary tumors and metastatic tumors, retaining characteristics of primary malignancies; furthermore, organoids from peritoneally disseminated nodules not only retain proliferative capacity but also form peritoneal tumors with features of metastatic pancreatic cancer.171 Seventy percent of PDAC organoids are characterized by the classical or progenitor subtype, and approximately 30% are characterized by the basal or quasi-mesenchymal subtype; commonly mutated genes, such as TP53, KRAS, SMAD4 and CDKN2A, and uncommonly mutated genes, such as PIK3CA, MAP2K1 and ERBB2, were found in PDAC-generated organoids.173 When CRISPR-Cas9 genome editing technology is used to modify normal organoids to mimic the pancreatic disease, such as editing PDAC driver genes in PDAC organoids; mediating KRASG12V and ERBB2 mutations; and inactivating TP53, CDKN2A and SMAD4, and these mutant organoids develop into tumors that resemble pancreatic intraepithelial neoplasia after orthotopic xenografting in immunodeficient mice.175 Pancreatic duct and acinar organoids derived from human iPSCs can reproduce the characteristics of the neonatal exocrine pancreas, and the PDAC-related oncogene GNASR201C is more efficient at inducing cystic growth when expressed in ducts, whereas KRASG12D is more efficient at modeling cancer in vivo when expressed in acinar cells.176The main function of the pancreas is to facilitate digestion and metabolism. The pancreas consists of three main cell types, namely, acinar cells, ductal cells, and endocrine cells that are responsible for stabilizing blood sugar; dysfunction of this organ can lead to diabetes and pancreatic cancer.177 Mutations in the SERPINA1 gene mediate alpha-1-antitrypsin (A1AT) dysfunction, and patients with this mutation may develop chronic liver damage.179 Liver organoids from A1AT-deficient patients result in decreased A1AT secretion and increased endoplasmic reticulum stress due to misfolding of the mutated A1AT protein.180 Mutations in the Notch signaling pathway can cause Alagille syndrome, which is characterized by partial or complete atresia of the bile ducts and the bile duct function that is prevented from being established.181 Established liver organoids from Alagille syndrome patients treated with cholangiocyte differentiation mediators fail to upregulate bile markers.182 Fatty liver disease is attributed to a variety of causes, including an obese diet, a sedentary lifestyle, and the prevalence of metabolic disorders.184 Human hepatocyte-differentiated organoids and liver-derived intrahepatic cholangiocyte organoids can recapitulate some pathologies of fatty liver disease, such as lipid accumulation and mitochondrial damage.185 Insufficient lysosomal acid lipase activity leads to Wolman disease, a massive accumulation of lipids in liver cells with fatal steatohepatitis and fibrosis.187 Wolman disease-specific induced pluripotent stem cells generate liver organoids that recapitulate severe steatohepatitis and fibrosis.187 Nonalcoholic fatty liver disease can lead to steatohepatitis, which eventually leads to liver fibrosis, cirrhosis, and hepatocellular carcinoma (HCC).188 Human iPSC-derived liver organoids (HLOs) contain multiple cell types, such as stellate cells, hepatocytes, and kupffer-like cells, and have succeeded in recapitulating some features of steatohepatitis, including inflammation, lipid accumulation and fibrotic phenotypes, after oleic acid treatment.187 In a drug-induced organoid model of liver fibrosis, these organoids exhibited fibrotic features, such as human stellate cell activation, collagen secretion and deposition, when exposed to profibrotic compounds.189 Organoids generated from patients with primary sclerosing cholangitis showed changes in the expression of genes responsible for primary sclerosis.191 Human hepatocyte organoids were cocultured with mesenchymal cells from fetal liver tissue to recapitulate the pathophysiology of alcohol-related liver disease; hepatocyte-like cells in these organoids underwent oxidative stress, increased reactive oxygen species, and accumulated intracellular lipid droplets to induce steatosis and release inflammatory mediators after exposure to alcohol.192 Most primary liver cancers have low curative effects and high recurrence rates and can be divided into the hepatocellular carcinoma, cholangiocarcinoma and combined HC-CCA types.193 The generation of liver cancer (LC) organoids summarizes the molecular profiles of the corresponding tumor sources, including the PDO lineage of HCC, cholangiocarcinoma (CCC), and HCC/CCC combination; furthermore, lung metastases were found after transplantation into immunodeficient mice.195 Biopsy-derived HCC/CCC organoids also matched the mutational spectrum of primary tumor tissue and retained common driver mutations typical of HCC/CCC in ARID1A, TP53 and TSC1.195 In the study of the molecular mechanisms and related risk factors for primary liver cancer, there are also cases of organoids. For example, knockdown of arginine methylation transcription factor (PRMT6) in patient-derived nontumor liver organoids with CRISPR-Cas9 was found to increase cellular resistance to molecularly targeted drugs and chemotherapy; PRMT6 overexpression in HCC organoids attenuates tumor cell migration and invasion.196 Depletion of the tumor suppressor BAP1 in normal human cholangiocyte organoids results in impaired chromatin accessibility, loss of multiple epithelial features, and increased motility.197 Axin2 is highly expressed in HCC organoids, while RNF43/ZNRFR3 is deficient; in vitro genetic intervention produced lipid droplet aggregation in RNF43-mutated human hepatocellular carcinoma tumor organoids, whereas RNF43/ZNRF3-deficient hepatic epithelial organoids displayed not only lipid droplet aggregation but also reduced differentiation capacity.198The liver consists of parenchymal and nonparenchymal hepatocytes, organized into functional units called hepatic lobules; this organ carries out a variety of functions, such as digestion, detoxification, and metabolism.200 Here, we discuss only the simulation of microbiota and viral infection in well-studied organoid systems.As previously mentioned, in addition to primary tissue extraction and gene editing to mimic digestive system disease, organoids can serve as a basis for reflecting a variety of complex environmental factors that regulate cell fate changes and disease development.202 Over the past decade, numerous studies have found that dysbiosis affects the occurrence and development of digestive system diseases.209 Nevertheless, numerous associations of microbes with those diseases remain correlative due to the difficulties of modeling the host-microbe relationships in a reductionist yet meaningful way that allows detailed mechanism analysis. Currently, there are two main approaches to exploring the impact of the microbiota on host physiopathology in mouse models, namely, germ-free animals and antibiotic regimens.211 Antibiotic treatment depletes the gut microbiota of mice with broad-spectrum antibiotic treatment. Antibiotics are usually dissolved in drinking water, provided ad libitum throughout treatment; therefore, actual doses administered may be unstable, so that the bacteria are not completely cleared from the treated mice, and levels of clearance vary between individuals. Thus, while antibiotic treatment provides an inexpensive and easy-to-use alternative to sterile models, the results obtained by these protocols have the potential for off-target drug effects, as well as incomplete or inconsistent ablation of microbes.214 Germ-free (GF) mice represent a system that allows the study of animals completely devoid of microbes, in which researchers introduce microbes into GF mice individually or sequentially and evaluate the effects of individual bacteria or known bacterial communities on host function impact.204 GF animal models are powerful tools for studying microbe-host interactions in health and disease.215 However, the high cost of GF mice and the relatively complex experimental manipulation techniques needed for these animals are barriers to the widespread adoption of this model for basic research. In addition, the species differences between animals and humans have always been an insurmountable gap. In particular, some microbes are unique to humans; therefore, conclusions from mouse models may not carry over. These dilemmas create the need for another set of model systems to help mimic the human traits that control the off-target effects of these bacteria and the perturbations of the aforementioned complexities. Organoid models derived from human tissue or cells are amenable to sterile culture methods and are a good alternative to GF mice. The 3D organoid model shows a closed, irregular luminal structure with most microbial-epithelial interactions taking place at the apical side of the epithelium. However, introducing the microbiome into the lumen of an organoid is not an easy task. There are several ways to do this ,219 organoid-derived fragments or epithelial monolayers (C),224 and microfluidic platforms (D).229 Each approach has its advantages and disadvantages  can colonize a monolayer of human colonic organoids, and EHEC has been observed to reduce intestinal mucus, disrupt microvilli structure, and facilitate bacterial entry and infection of epithelial cells.232 Matrix-embedded, monolayer, or transplanted mouse organoids exposed to Shiga toxin (Stx)-producing Escherichia coli show increased transepithelial permeability; microinjection of the highly potent bacterial toxin Stx2a into human intestinal organoids can trigger abnormal upregulation of a variety of key structural proteins and tight junction proteins, epithelial injury, and apoptosis.234E. coli pks+ strains are thought to cause CRC through DNA damage and chromosomal instability; after repeated microinjection of pks+ strains, the unique mutational signature in a subset of the human CRC genome can be detected by whole-genome sequencing in E. coli intervened healthy human intestinal organoids, after up to 5 months of intervention.217 Interestingly, following a similar intervention, another strain, Enterotoxigenic Bacteroides fragilis (ETBF), was found to promote CRC through a nongenomic mechanism. ETBF did not generate a distinct set of mutational signatures when incubated with human colonic organoids; instead, ETBF-induced tumors were driven by homologous errors in mismatch repair and recombinant DNA damage repair, suggesting that ETBF colonization is a potential threat for sporadic CRC or hereditary neoplastic diseases.235Clostridium difficile (C. difficile) is an anaerobic, gram-positive, toxigenic bacterium that is a major infectious cause of nosocomial diarrhea.236 Microinjection of toxigenic C. difficile or its virulence factor TcdA into organoids resulted in loss of epithelial barrier function, marked redistribution of the Tight Junction (TJ) proteins, and downregulation of mucin 2 expression.238TcdB of C. difficile infection of HIOs inhibits stem cell repair capacity and delays epithelial cell renewal.249 Infection with the major foodborne enteric pathogen Listeria affects goblet and paneth cell numbers, upregulates muc2 and lyz expression, and reduces the expression of genes related to the Notch pathway. Increased secretion of proinflammatory cytokines disrupts organoid morphology.240Enterococci are the leading cause of multidrug-resistant infections.242 Cocultivation with Enterococcus faecalis family pore-forming toxins (Epxs) impairs HIO.243F. nucleatum is a known pathogenic bacterium that mediates the pathogenesis of CRC by affecting cancer cell proliferation, exacerbating intestinal inflammation, or interfering with the immune microenvironment.247 Intervention with F. nucleatum stimulates the secretion of proinflammatory cytokines and the activation of multiple inflammatory signaling pathways, such as the NF-kB pathway, promoting intestinal inflammation in colonic epithelial cells of human colonoid monolayers.248Clostridioides difficile Toxin B (TcdB) infection of HIOs inhibits stem cell repair capacity and delays epithelial cell renewal.249 Colonization of Helicobacter pylori is associated with GC, which causes most gastric ulcers by inducing hypersecretion of gastric acid.252 Gastric organoids from different sources have been used to replicate pathological conditions in vivo and to robustly mimic the gastric epithelial response to H. pylori infection in an in vitro system.255H. pylori infection activates nuclear factor kappa B (NF-kB) to bind to the RAS protein activator-like 2 (RASAL2) promoters, inducing its expression and regulating tumorigenesis; RASAL2 silencing reduces nuclear β-catenin levels and disrupts organoid formation in gastric tumors.256 In a simulated acute H. pylori infection, an increase in inflammatory genes was rapidly observed by microinjection of H. pylori into the organoid lumen.221 It has also been implicated in immune regulation, with studies showing that H. pylori treatment increases PD-L1 expression in organoids; anti-PD-L1 antibodies result in H. pylori infection-induced organoid death when cocultured with autologous cytotoxic T lymphocytes and dendritic cells from patients.257 Although the most important organ affected by the intestinal microbiota is still the gastrointestinal tract, much evidence has proven that the pathological mechanism of the microbiota or its metabolites by destroying the mucosal and epithelial barrier or releasing proinflammatory factors to mediate inflammation or the immune response of other digestive organs, some of which have also been tested in organoid models.268Several key questions to answer when studying host-microbe interactions include how microbial communities are established and maintained, patterns of microbe-host interactions and parameters that can be used to detect them, and the mechanism and targets of the microbiome contributing to disease development. Organoids cultured in growth-factor-enriched media and differentiated into various epithelial cells are emerging as a key model for deciphering pathogen invasion mechanisms due to their accurate representation of cellular heterogeneity and entry receptor expression patterns.270 Intestinal organoids were cultured in monolayers infected with norovirus strains to monitor their replication and assess the virucidal efficacy of novel disinfectants.272 In addition, human digestive organoids can also be used to identify norovirus inactivating factors.273 Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the agent that causes coronavirus disease 2019 (COVID-19), has caused a global acute respiratory disease pandemic; as a highly contagious and pathogenic coronavirus, its emergence seriously threatens human health and public safety.276 The SARS-CoV-2 S-glycoprotein binds to angiotensin-converting enzyme (ACE)-II, enters the lungs via trypsin, and causes a large viral load through a rapid replication mechanism, resulting in symptoms of viral pneumonia in patients.278 Apart from lung damage caused by SARS-CoV-2, symptoms have also occurred in multiple other organs, and many research groups have used organoid models to understand cellular responses to SARS-CoV-2 and the resulting damage.280 Intestinal organoids infected with SARS-CoV-2 from different donors showed that the levels of viral replication in small intestine and colon-derived organoids were orders of magnitude different; virus-infected organoids showed the highest infectivity to omicron variant spike protein (S), and the susceptibility to infection was correlated with the level of ACE2.281 SARS-CoV-2 altered ACE2 expression in goblet cells, and efficiently tested drugs, such as remdesivir, inhibited SARS-CoV-2 infection at low molar concentrations and rescued the morphology of the organoids.282 Interferon-induced transmembrane (IFITM)-derived polypeptide or a target antibody inhibited SARS-CoV-2 entry and replication after SARS-CoV-2 entered gut organoids.283 SARS-CoV-2 can effectively infect the human liver and biliary organoids.286 The SARS-CoV-2 virus replicates rapidly in infected organoids to induce proinflammatory cytokine/chemokine production, local hepatocyte and bile duct cell damage, and consequent bile acid accumulation.287 SARS-CoV-2 efficiently influences the gastric epithelium, and when gastric organoids were generated from biopsies from patients of different ages, the results showed that pediatric and late-stage fetal gastric organoids were susceptible to SARS-CoV-2 infection, and viral replication was markedly reduced in undifferentiated organoids from early fetuses and adults.219 Hepatitis B virus (HBV) is a partially double-stranded DNA virus belonging to the family Hepatoviridae, and chronic HBV infection can progress to end-stage liver diseases such as cirrhosis and HCC.289 Human liver organoids are a useful platform for mimicking HBV infection and related tumorigenesis because they retain the structure and gene expression patterns of human hepatocytes.294 HBV infection of organoids replicates the viral life cycle and virus-induced liver dysfunction.295 Organoids infected with HBV in vitro can also produce covalently closed circular DNA (cccDNA) and HBV early antigen (HBeAg), express HBV RNA and protein intracellularly, and generate infectious HBV.290 iPSC-derived liver organoids (IPSC-LOs) are more susceptible, and HBV infection not only supports HBV transmission but also downregulates hepatic gene expression, induces the release of early markers of acute liver failure (ALT/LDH), alters liver ultrastructure, and leads to hepatic dysfunction in organoids.296 EBV is etiologically associated with at least 8% of GC cases (designated EBVAGC), including distinct genetic and epigenetic GC subsets.298 In paired normal and cancer-derived organoids from the same patient, EBV infects only the cancer organoids.299 Organoid models have demonstrated their value in validating the safety and efficacy of antiviral treatment.302 These in vitro models are able to leverage prior knowledge of viral biology.293 Finally, the integration of genetically engineered organoids or biopsy-derived organoids to mimic specific and rare subtypes of digestive diseases could help identify effective treatments for a small subset of patients with rare diseases from whom organoids are established.308Organoids have also become powerful models to simulate the occurrence of digestive system diseases mediated by viral infections. Human noroviruses (HuNoVs) cause nonbacterial acute gastroenteritis in patients of all ages and are highly contagious.312 The global application of organoid technology has led to unprecedented progress in many diseases; given the heterogeneous composition of tumors, no single treatment approach is suitable for all patients, and organoids derived from tumors are rapidly becoming a vital tool for the individual selection of treatments.316 Organoids can be used to study mutations and treatment options at different disease stages.318 In addition, organoids can be generated by performing multiple rounds of biopsies of patients at different time points to continuously assess their response to treatment, detect emerging resistance, and subsequently screen new treatments.51 These patient-derived organoids, or organoids that mimic disease, can be tested for medicine selection, cell therapy, immunotherapy, gene correction, or combinations of several treatments for individuals.313In the era of precision therapy, organoid models can be used to accurately predict individual responses to treatments.320 Patient-derived organoids retain donor-specific properties and disease-associated differences.323 The selection of drug therapy using organoid models can be divided into two aspects: selection of existing drugs (including the reuse and repositioning of old drugs) and screening of new drugs/chemicals. The latter can be classified as drug discovery.Personalized therapy is treatments performed for each patient and using a personalized disease model with similar characteristics to the primary tumor will undoubtedly give a more accurate prediction of the patient’s response to a given treatment.324 Additionally, no single treatment is effective for all patients, suggesting that PDOs need to be tested to determine the best treatment regimen for the individual patient.320 Whether the levels and responses of organoids in many drugs and chemoradiotherapy are comparable to in vivo therapy has been extensively examined from multiple perspectives. Some studies showed that the chemoradiotherapy response of rectal cancer organoids was very well correlated with patients, with a specificity of 91.97%, an accuracy of 84.43%, and a sensitivity of 78.01%.129 Endoscopic biopsy of esophageal cancer generates PDO and compares clinical outcomes after neoadjuvant therapy with in vitro PDO responses.325 Organoids from metastatic CRC and GC/EAC PDOs have been used for mid-range drug screening, and parallel drug studies in organoid xenografts confirm in vitro and in vivo therapeutic response correlations.324 The response of GC PDOs to two clinically used paclitaxel (PTX) nanoformulations, albumin-bound PTX (Albu-PTX) and liposomal PTX (Lipo-PTX), was comparatively assessed using a GC PDO model that reproduced the therapeutic superiority of Lipo-PTX over Albu-PTX.151 The clinical response to drugs can be predicted from patient-derived data, which can be used to create personalized treatment strategies based on the specific response of organoids to existing treatments.326 Organoids from patients with metastatic gastrointestinal cancer receiving commonly used treatments are used to predict treatment response and tumor differences between patients and to model intra-patient tumor response heterogeneity between different chemotherapeutics.324 By obtaining PDO during a diagnostic biopsy, multiple regimens can also be tested simultaneously and applied at clinically relevant intervals.327 For individualized treatment, the most valuable direction for research is how to obtain tissue through biopsy and other means before surgery and to test radiotherapy and chemotherapy treatment as quickly as possible to guide the selection of an appropriate radiotherapy dose, chemotherapy drugs, and adjuvant therapy. Researchers have optimized intraoperative drug screening with 96-well plate-cultured organoids and made the provision of molecular typing, drug screening, and individualized adjuvant therapy guidance for each patient within one week become feasible.328 Newer techniques can be used to generate GC organoids in endoscopic biopsies of patients with advanced metastatic GC who are not suitable for surgery and then test the efficacy of multiple standard drug regimens and combinations in a relatively short period of time, providing valuable prognostic and therapeutic options for this type of patient.329 Additionally, if the dose-response curves of PDOs can be established to reproduce in vivo responses, biopsies can be processed immediately to produce organoids for high-throughput drug screening assays, simulating therapeutic responses to various conventional and investigational treatments for PDAC changes, as well as differences in individual patient responses to overall treatment.330 Organoid biobanks can be used to detect resistance to existing drugs and select alternative treatment options. Hedgehog pathway inhibitors combined with 5-fluorouracil (5-FU), or irinotecan have potent antitumor effects on drug-resistant colorectal cancer in organoids.331 A drug screening test was conducted for the treatment of oxaliplatin-resistant CRC by PDOs, and the results showed that inhibition of KLF5 by ML264 was mainly mediated by antiapoptotic effects and restored oxaliplatin sensitivity in CRC.332 Response analysis of PDAC organoids to five commonly used chemotherapeutics  showed that one-third of PDOs were resistant to all five drugs, and half of the patients who provided these PDOs were highly sensitive to targeted drugs.172 The multicellular HCC organoid (MCHO) contains a large number of stromal cells that have some influence on drug penetration, and interference with YAP/TAZ transcriptional activity in hepatoma cells significantly increases the penetration of verteporfin into MCHO.333 Organoid technology has been shown to play a key role in gene-drug association theory in individualized and targeted therapy. For example, TP53-mutated PDOs are resistant to Nutlin-3a, an MDM2 inhibitor, KRAS-mutated organoids are extremely resistant to inhibitors of ERBB, and RNF43-mutated colon tumor organoids are dramatically susceptible to Wnt secretion inhibitors.334 ERBB2-amplified PDOs respond well to lapatinib, a dual ERBB2/EGFR inhibitor.335 Trametinib combined with celecoxib is the most effective strategy for KRAS- and TP53-mutated advanced colorectal cancer.319 Colorectal cancer organoids with RAS mutations may respond to combination therapy with MEK and pan-HER inhibitors.336 As in vitro models for drug safety evaluation, small and large intestine organoids have been used in toxicology studies to predict drug-induced gastrointestinal toxicity, such as assessing transcriptomic responses associated with viability and apoptosis following exposure to doxorubicin and gefitinib as a physiological endpoint.338 Human intrahepatic cholangiocyte organoids (ICOs) can recapitulate necroptosis associated with bile duct disease, providing a useful in vitro platform for biliary cytotoxicity studies and preclinical drug evaluation.191 The applicability of hepatic organoids derived from human iPSCs for drug toxicity assessment was demonstrated by comprehensive functional analysis of CYP450-mediated drug metabolism.339 These cases demonstrate the versatility of organoids and their consistency with in vivo therapy, and these validation results promote the ubiquitous role of organoids in drug selection and prediction for clinical treatment.AdSC-based organoid technology enables drug responsiveness testing in a fraction of the time needed for previous methods.340 For drug discovery, the size of the organoid library and the size of the drug or compound library should be selected appropriately. While some drug-response models are available for processing large compound libraries, others are suitable for screening some disease types that are sensitive to single chemotherapeutic drugs or combinations of targeted drugs. In other words, some effective targeted therapeutic drugs or compounds can be identified by drug screening with different throughputs in PDOs. Clevers’ laboratory described the first mid-scale drug screen using its CRC organoid biobank; the organoid is plated and processed with an extensive library of cancer-targeting compounds.323 Huch’s laboratory initially conducted a mid-scale drug screen of 29 anticancer compounds, including those in clinical use or in development, and LC PDOs showed variable sensitivity to some of the compounds.194 Another team assessed the feasibility of large-scale drug screening using PDAC organoids by exposing PDAC PDOs to 76 targeted therapy drugs and classical chemotherapeutics.173 Some drugs in clinical development or preclinical small molecules have been identified as target drugs for a certain disease and may also be found to be suitable for the treatment of other diseases in the experiment. Organoids are used to test drugs or compounds that previously targeted other diseases, meaning that old drugs are used for new diseases; this approach eliminates many pharmacokinetic and organic toxicity tests and allows for faster clinical applications.343 Of course, it should be noted that it is not limited to the drugs in past and present clinical use for the purpose. The FDA-approved chronic myeloid leukemia (CML) drug omacetaxine has been shown to be the most potent small molecule in HCC PDOs.344 Through PDAC PDO screening, CHK1 inhibitors for breast and ovarian cancer  are also effective in pancreatic cancer.171 PCSK9 is a therapeutic target for hypercholesterolemia and dyslipidemia but is also emerging as a potential target for colorectal cancer, as PCSK9 inhibitors inhibit the growth of APC/KRAS mutant CRC organoids.199 Organoid models are also a promising tool for small-molecule screening in some intractable diseases and tumor metastases to discover potential novel therapeutic agents. Fangchinoline has been shown to be a potent small molecule that can dose-dependently inhibit the growth of patient-derived organoids by directly targeting NOX4, thereby reducing non-small cell lung cancer (NSCLC) metastasis.345 The VprBP inhibitor B32B3 is able to reduce colonic organoid growth by blocking H2AAT120p and activating the normal transcriptional program.346 Human pancreatic islet organoids respond to the HIF-1α inhibitor PX-478, and long-term exposure to high glucose increases the glucose-induced insulin secretion stimulation index, suggesting that the HIF-1α inhibitor PX-478 has the potential to act as an antidiabetic agent.347 AT-rich interacting domain 1 A (ARID1A), an important subunit of the chromatin remodeling complex, carries a heterozygous mutation in most human GC cases, and tumor organoids with ARID1A heterozygosity show growth inhibition by combination therapy with TP06 and Nutlin-3, an epigenetic inhibitor and a p53 agonist, respectively, offering a new option for GC therapy.348 Investigating combination drug therapies in organoids is a good strategy to combat drug resistance and emerging diseases in the digestive system.Organoids that replicate the characteristics of in situ tissue can also be used for more accurate drug discovery models. In this approach, drugs or compounds are tested on organoids of different disease origins. These drugs or compounds include agents in preclinical testing, agents in clinical development, and agents clinically used for the other diseases at hand. Currently, there are many examples of drug discovery using organoids in preclinical or clinical practice.349 To unravel the regulatory mechanisms by which stem cells act as key determinants of regeneration following tissue trauma or inflammatory injury, extensive research efforts have been conducted to elucidate the plasticity of tissue stem cells.355 Stem cell-derived organoids have unparalleled advantages in the field of regeneration because they contain not only stem cells but also their differentiated progeny and can be continuously cultured and stored; they can recapitulate the regenerative capacity of the epithelium and restore homeostasis after damage.357 Numerous studies have shown that organoid technology has the potential to provide alternative organ replacement strategies for various types of digestive diseases.358 Transplanting gut organoids into mice is also the best model to study stem cell fate determination and microenvironmental interactions, and the transplantation of normal human gut organoids onto the mouse gut surface enabled the prioritized maintenance of stem cells to reproduce human intestinal epithelial tissue in a heterograft system.65 After organoid transplantation in the Rag2/DSS colitis model, donor cells achieved “mucosal healing” and rescued the pathology of DSS colitis.359 Extensive resection of the small intestine can lead to malabsorption and weight loss, a condition called short bowel syndrome (SBS). In a rat model of SBS, ileal organoid transplantation yields a well-functioning small intestine and significantly mitigates intestinal failure.360 Liver transplantation is a treatment method to restore liver function in patients with irreversible liver failure.362 Liver organoids, similar to liver lobules, are expected to be used in regenerative medicine to generate a source of cells to overcome the current shortage of transplant organs.365 Liver organoids generated from expanded hepatic progenitor cells (HPCs) reconstituted hepatic interstitial structures after implantation in allogeneic mice.366 Cholangiocellular organoids can be used for the repair of human bile ducts.367 AdSCs have a remarkable ability to generate organoids, which also help identify signals that control the lineage fate of stem cell progeny and guide models of tissue plasticity during injury and regeneration.368 Thus, in addition to direct organoid transplantation, understanding the mechanism of stem cell plasticity for endogenous regeneration regulation is also a promising therapeutic direction.371 It is generally believed that dedifferentiation of epithelial cells to stem cells and the existence of a reserve stem cell pool are two sources of stem cell-driven regeneration.373 The reserve stem cell theory posits that repair and regeneration depend on the re-initiation of early transcriptional developmental programs in quiescent, viable reserve stem cell populations under homeostatic conditions. For example, p57+ cells exhibit quiescent stem cell activity, undergoing a dynamic reprogramming process of differentiation as part of constitutively activated spatiotemporal reprogramming and as facultative stem cells, supporting regeneration after injury.374 Single-cell sequencing of highly proliferating intestinal organoids obtained using a combination of chemicals and factors revealed variable expression of regenerative stem cells, such as in vivo damage-responsive Clu+ revival stem cells or Lgr5+ stem cells for tissue repair through epigenetic reprogramming.350 The theory of dedifferentiation suggests that epithelial cells are uniquely plastic, enabling them to dedifferentiate and replenish the pool of cycling cells lost upon damage; thus, by reverting to a more primitive state, the organ allows itself to remodel tissue patterns into homeostatic tissue compartments and induce regeneration.377 For example, in the absence of Lgr5+ stem cells, intestinal cell lines expressing intestinal alkaline phosphatase (Alpi+) dedifferentiate and further distribute and localize to the bottom of the crypt, becoming Lgr5+ stem cells.378 In vitro dedifferentiation of Alpi+ intestinal epithelial cells into lgr5+ stem cells could be reproduced by intestinal organoid models.378 Any theoretical knowledge of the emergence of stem cells that regulate injury repair in the context of injury and the molecular or signaling pathways that can be used to regulate it is beneficial for regeneration. Some factors or signaling pathways have been identified to drive the process of cell type differentiation as well as tissue regeneration.380 The Yes-associated protein 1 (YAP) and Wnt signaling pathways are involved in guiding regeneration and homeostatic tissue renewal.381 YAP is normally localized only in the nucleus in cryptic basal stem cells but becomes a nucleus in most intestinal epithelial cells in a kinase dependent Src family manner during intestinal regeneration or organoid growth after irradiation.382 CREPT is expressed in intestinal crypt Lgr5+ ISCs and maintains steady state regulatory factors; in the process of intestinal regeneration, it activates the Wnt signaling pathway.383 The use of interstitial stem cell-conditioned culture medium, including paracrine factors and the Wnt/Notch signaling pathway, was able to partially restore radiant organoids.384 These new insights into the regulation and fate determination of stem cells in organoid facilitate the development of therapies that harness regenerative capabilities to treat digestive disorders.385 Activation of endogenous stem cells is a complex process that requires the identification of various factors that affect the balance of stem cell proliferation and differentiation and the formation of finely regulated networks to control endogenous stem cell activation and promote regeneration.386 These organoids also provide valuable mechanistic insight into the development of stem cells and their niches while monitoring the development of these cells into mature functional lineages by regulating various signaling pathways, including Wnt, BMP, EGF, Notch, and FGF. Small molecule or nutritional factor manipulation of specific lineages can use organoid platforms to provide proof of concept and a deeper understanding of organ lineage specification; it can even identify potential intervention drugs.389 Epidermal growth factor is an important fate determinant that differentiates the surface and interior of human gastric glands and binds to BMP signaling to control pit cell differentiation from parietal or primary cells.390 The small molecule isoxazole 9 (ISX-9), a neurogenic modulator, enhances secretory progenitor cells in organoids by upregulating the transcription factor Pax4, a component of early human endocrine-specific progenitors.391 The serotonin receptor agonist Bimu8 could increase the density of L-cells in primary human colonic organoids.392 Pretreatment with L-arginine induces the stemness of the stem cell pool and preserves the gut response to TNF-α and 5-fluorouracil.393 Nuclear exportin 1 inhibitor regulates intestinal stem cell fate independently of known differentiation cues and significantly increases paneth cell abundance in organoids.394 Bile acids (BAs) and G protein-coupled bile acid receptor 1  expression on gut stem cells regulates epithelial self-renewal and fate determination, cocultures of gut stem cells with BAs and TGR5 agonists improved gut organoid growth, and YAP1 and SRC inhibitors blocked TRC5-activated organoid growth.395 Utilizing multiple layers of genetic intervention on organoids platform is another approach to uncover the origin of various cell fates and determine the underlying signaling factors in the digestive system.396 Organoids with genetic knockout of protein phosphatase Mg2+/Mn2+‑dependent 1A (PPM1A) enhanced YAP/TAZ retention in the cytoplasm, leading to reduced cell proliferation and downregulation of RALY inhibition of development in an organoid model.397 CRISPR-Cas9-engineered human iPSCs with truncated HNF1αp291FsinSCs grown as 3D pancreatic organoids were shown to abolish HNF1β function and reduce pancreatic progenitor and β-cell differentiation.398 Angiotensin converting enzyme 2 (ACE2)-specific knockout gut organoids show decreased Lgr5 and Ki67 levels.399 Endoplasmic reticulum membrane protein complex subunit 3 (Emc3) is a determinant of the maintenance of gut mucous homeostasis, and the knockout of Emc3 led to enhanced endoplasmic reticulum (ER) pressure and destroyed Paneth cell function in the stem cell niche, leading to the failure of the culture of gut organoids.400 In addition to detecting the regenerative process in response to two kinds of regenerative stem cell patterns, organoid models can also detect how other cell types affect stem cell-mediated regeneration. As an integral part of the intestinal stem cell tissue microenvironment, Paneth cells not only form the boundary between the stem cell niche and epithelial organoid precursors but also provide essential Wnt3 for Lgr5+ stem cells.402 Immune cells, such as intraepithelial lymphocytes (IELs), also play an important role in maintaining homeostasis by secreting factors that affect the balance of stem cell self-renewal and differentiation.403 High-purity stem cells can be obtained from organoid culture; thus, new stem cell marker genes may be discovered, or the roles of cycling and quiescent stem cells may be investigated in lineage selection and differentiation; for example, CD24, EphB2, Krt17 and CD166+/GRP have been identified as novel stem cell markers using organoid cultures.406 Organoid models largely reproduce these processes and mechanisms, and further access to organoid systems can be used to identify novel physiologically relevant targets, in this case using multivariate phenotypic screens to elucidate the process of gut regeneration.Adult stem cells are the cornerstone of the renewal of multiple cell types in multiple tissues.407 Immune checkpoint therapy (ICT) strategies targeting PD-1 and CTLA-4 can reverse tumor immunosuppression to a certain extent and achieve better therapeutic effects, but the clinical response is still low. It is necessary to further elucidate the mechanism of tumor immunosuppression and find new immunotherapy targets and strategies.408 The role of organoids in immunotherapy can be summarized in four directions: (1) reconstruction of the tumor immune microenvironment by coculture of organoids and immune cells as a platform for exploring and evaluating immunotherapy strategies;223 (2) exploration of the response of different phenotypes of cancer to immunotherapy and factors affecting the efficiency of immunotherapy by manipulating the gene expression of tumor organoids or changing the culture environment of tumor organoids in combination with gene editing technology;412 (3) comparison of different immune (adjuvant) therapies using tumor organoid tests to provide optimization ideas;414 and (4) the use of organoids (or cultures) to induce the generation of functional T cells as biological factories for the production of immunotherapeutic drugs.418 Digestive tumor organoids derived from tumor tissue or PSCs have potential applications in personalized immunotherapy.420 These organoids are cocultured with immune cells to construct or maintain complex tumor tissue microenvironment structures, which can be used for immunotherapy research for digestive system diseases and potential therapeutic development for personalized therapy.422 Organoid models of immunotherapy are slowly being built to support immune cell survival and study interactions between T cells and tumor cells.418 The type and source of immune cells included in the coculture can be determined according to the research scenario, for example, autologous/exogenous expanded peripheral blood mononuclear cells or specific activated immune cells derived from tumor biopsies or surgically resected human colon cancer samples.415 In a coculture of pancreatic tumor organoids with peripheral blood lymphocytes, tumor-dependent lymphocyte infiltration was observed in these models.423 Likewise, CRC and NSCLC organoids were cocultured with autologous peripheral blood mononuclear cells (PBMCs), cytotoxic T lymphocytes (CTLs) were successfully expanded, and tumoricidal effects were observed.418 Another study turned to the use of exogenous immune cells cocultured with colon cancer spheroids/organoids, and allogeneic T cells and NK cells were also able to rapidly infiltrate tumor spheroids, leading to immune-mediated tumor cell apoptosis.424 Through the successful activation of immune cells by coculture with tumor-tissue-derived organoids, one can not only observe the killing effect of immune cytotoxicity on malignant cells in vitro but also functionally test the efficacy of immunotherapy in specific patients, which is helpful to understanding potential biological principles. In an organoid model of human steatohepatitis, CD47 blockade prevented hepatic stellate cell activation and progression of steatohepatitis.425 T-cell depletion plays an important role in tumor immune escape. Identifying potential compounds that target T-cell depletion and enhance immune checkpoint inhibitor (ICI) responses to suppress immune evasion is a viable strategy. For example, dexamethasone inhibits immune evasion by decreasing PD-L1 expression and Indoleamine 2,3-dioxygenase 1 (IDO1) signaling.426 PDO models combined with gene editing techniques are used to determine which factors mediate disruption of cell-autonomous mechanisms that protect tumors from immune clearance, thereby improving the efficacy of immunotherapy. Human pancreatic cancer organoids with mutations in RNF3 are sensitive to the killing effect of CTL.427 In addition to testing the interaction and killing function between immune cells and tumor organoids, another dimension of research can be added, such as observing the impact of external stimuli on the immune environment and the effects of immunotherapy. Furthermore, these systems also showed excellent performance in examining the efficacy of combination therapies. Immune checkpoint blockade (ICB) therapies, such as PDL-1 antibodies, face the dilemma of low efficacy, and clinical and preclinical experiments have begun to test the efficacy of combination therapies. As a combination therapy, PD-1 blockers in combination with TBK1/IKK inhibitors can counteract resistance and improve the response to PD-1 blockers by helping to overcome the immunosuppressive microenvironment of immune systems.428 CDK4/6 inhibitor combined with anti-PD-1 blocking antibody treatment of tumor spheres increases the number of infiltrating T cells and enhances antitumor activity.429 Chimeric antigen receptor T-cell therapy (CAR-T), a new type of cellular immunotherapy, has shown high efficiency and wide clinical application value in the treatment of various hematological malignancies in recent years.430 This therapy generates and expands a patient’s autoimmune T cells in vitro, allowing them to more efficiently recognize specific antigens expressed by tumor cells. When reinjected into patients, these CAR-T cells can efficiently and specifically recognize and attack tumors.431 Organoids have also been shown to be effective platforms for evaluating CAR-T-cell potency and tumor specificity.433 In HER2-expressing colorectal cancer organoids obtained from patient biopsies, the addition of anti-HER2 CAR-T cells alone resulted in minimal killing, while the combination of CAR-T cells with the apoptosis antagonist birinapant induced powerful lethality of organoids.434 Colonic organoids were also used to track CAR-mediated NK-cell cytotoxicity.127 Recent studies have shown that it is possible to perform iPSC-derived T cells. These stem cell-derived T cells display full immunity and high tumor killing similar to human peripheral blood TCRαβ T cells. This novel CAR-derived T-cell circumvention of donor-derived defects will greatly promote the promotion of CAR-T therapy.435 With the continuous maturation and application of the coculture system of immune cells and organoids, it is believed that the organoid model will be a major asset to the field of immunotherapy.Tumor-induced immunosuppression is an important reason for evading immune surveillance attack.437 For example, the use of CRISPR gene editing technology to correct CFTR mutations in intestinal organoids of CF patients has shown that gene repair can correct the CFTR locus in patient-derived CF organoids and restore the normal response of organoids to forskolin treatment.438 Organoids can also be used as an alternative test model for FMT therapeutic strategies. Given the compelling evidence that many human diseases are associated with microbiota dysbiosis, restoring physiological microbiota balance and composition may improve disease symptoms.443 FMT has been tested in a variety of diseases, such as malignancies, metabolic syndrome, neurological diseases, and autoimmune diseases, and has shown surprising therapeutic effects.449 An important concept in this framework is the need to identify well-defined beneficial traits in the microbiome and validate the impact of beneficial bacterial combinations on individuals.451 Organoids would be good models to test how to determine the role of target microbiota and the effect of target microbiota.Organoids can serve as a good platform for evaluating gene therapy, in which gene editing technologies are used to repair genetic deficiencies in patients.453 These biobanks contain many organoids from different clinical stages and histological subtypes, determined by gene expression signatures, and culture methods are regulated and optimized according to the needs of niche factors.454 Human organoids can be obtained from postoperative or preoperative biopsies and contribute to understanding disease mechanisms, drug screening to predict treatment outcomes, regenerative medicine, and developing treatment options for personalized treatment regimens.455 To continuously optimize clinical treatment strategies and explore the pathogenesis of diseases, organoid biobanks for various diseases have been established in recent years, among which gene mutation-related diseases and malignant tumors are the most common.456 For example, organoid biobanks derived from patients with digestive system diseases have been established; the resources in these biobanks include intestine,457 stomach,151 pancreas458 and liver organoids.459 Other more extensive organoid biobanks have been established by academic institutions  and commercial entities , Sigma-Aldrich, DefiniGEN  and Cellesce (https://cellesce.com)). These human organoids bring together a large number of adult stem cell organoids derived from primitive human tissue or organoids derived from iPSCs, providing researchers with opportunities for biomedical research and drug testing.453 Another benefit of building an organoid biobank is that, by combining large samples and clinical data, it is possible to retrospectively study the response of patient samples to existing drugs. In the case of ineffectiveness, mechanistic studies and drug screening can be performed to address these causes. Given these advantages, PDO can serve as an important tool for drug screening and prognostic assessment in the clinic, demonstrating their great potential in personalized and precise treatment.Because various organoids can be easily obtained from postoperative or biopsy tissue and cultured indefinitely, many patient-derived organoids form the basis for the creation of living biobanks.460 Registered clinical trials are collecting and constructing organoid biobanks for diseases such as colorectal cancer, hepatocellular carcinoma, cholangiocarcinoma, pancreatic cancer, inflammatory bowel disease and primary sclerosing cholangitis, promoting the widespread adoption of organoid construction in the clinical diagnosis and treatment process and the standardization of the construction process  increases resistance to gemcitabine.464 Importantly, building fully complex, well-functioning organoids enables more realistic studies of complex diseases such as cancer, syndromic diseases, and pathogen  infections. There are two ways through which organoid culture systems can achieve sufficient cellular complexity to recapitulate the function of the corresponding organs. In iPSC-derived organoids, the emergence of target cells can be induced by introducing transcription factors or exogenous mediators to promote organoid maturation. Induction of enteroendocrine cell (EEC) development can be realized by transient expression of NEUROG3 in iPSC-derived organoids.465 Intestinal microfold cells (M cells) are a dynamic epithelial cell lineage that initiates intestinal mucosal immunity; they have been successfully differentiated by adding activator of NF-κB ligand receptor (RANKL) to the culture medium, which induced the formation of M cells in organoid cultures by upregulating the transcription factor SpiB.466 TGF-β1 and Sonic Hedgehog (SHH) signaling regulate the appearance of muscularis mucosa (MM) of human gastric organoids derived from iPSCs.467 BMP activation drives the expression of villus tip genes, and loss of the Bmpr1a receptor in human organoids reduces the expression of such genes.468 When cell atlas and organoid technologies were combined to discover the effects of stem cell niche characteristics on mesenchymal-derived cells, the results suggested that the homeobox transcription factor CDX2 was required for epithelial and mesenchymal compartmentalization, while NRG1 promoted intestinal stem cell maturation.355 The enteric nervous system (ENS), part of the autonomic nervous system, has remarkable neurotransmitter diversity and complex cytoarchitecture. Human PSC-derived neural crest cells (NCCs) or blood vessels can be individually introduced to HIOs and assembled with them at appropriate times to form a functional enteric nervous system (ENS) and blood vessels in the organoids.469 Refining existing intestinal coculture systems is another way to achieve the desired grade of organoid maturity and cellular complexity. These coculture systems can be formed with organoids through two types of strategies. In the reconstituted model, organoids are cultured in extracellular matrix domes, and other cells are immersed in culture medium or the bottom layer of Transwell plates. In holistic native tumor microenvironment (TME) models without reconstitution, organoids from digested tissue can be mixed with collagen and injected into microfluidic systems or other culture devices to preserve the epithelium and its microenvironment in vitro. Complex cocultures of immune cells with organoids provide a versatile tool to study bidirectional interactions that support the delicate balance of digestive homeostasis. Coculture with innate lymphocytes (ILCs) will show how different subsets of ILCs affect intestinal epithelial barrier integrity and regeneration.470 When cocultured with interleukin 2 (IL-2)-secreting immune cells, human PSC-derived intestinal organoids rapidly mature into adult intestinal epithelial cells and increase gut-specific functional activity.471 Coculture of human intestinal stem cell-derived enterocytes and human monocyte-derived macrophages improves intestinal cell barrier function and maturation.472 Some subtypes, such as PTGER4+ intestinal macrophages, support the intestinal stem cell niche in organoids.473 A recent study went a step further, describing a platform for integrating patient-specific mature lymph node antigen-presenting cells into organoids for adaptive immunity.474 In addition to coculture of immune cells, other cell types have been extensively explored in recent decades, and a series of fruitful analyses have been performed on the degree of phenotypic mimicry and molecular mechanistic replication of in vivo function after coculture. The mesenchymal system is generally thought to be involved in stem cell maintenance. Coculture of AdSC-derived small intestine with intestinal subepithelial myofibroblasts (ISEMF) allows long-term small intestine culture in the absence of certain growth factors required for organoid culture.475 The pericryptal CD34+Gp38+αSMA- mesenchymal cells are the major intestinal producers of niche factors that promote the maintenance of stem cell populations in gut organoids.477 The WNT-dependent PDAC organoids grow independently of exogenous WNTs when cocultured with patient-derived CAFs.174 In Rspo-free medium, the growth of gastric organoids is supported as long as they are cocultured with stromal cells.478 Organoid cocultures were used to recapitulate portal mesenchymal cell architecture, including a periportal mesenchymal cell subset that acts as a rheostat to regulate ductal cell proliferation.479 CD90+ mesenchymal cells may enhance stem cell function due to the presence of L-arginine in the organoid and mesenchyme coculture systems, acting through mTORC1 to stimulate Wnt2b secretion.480 Pancreatic tumor spheroids were cocultured with pancreatic stellate cells in microchannels so that fibroblast activation could be observed.481 Human PDAC organoids and mouse CAFs were cocultured to identify heterogeneity within CAFs in order to guide therapy.482 The enteric nervous system is composed of many enteric glial cells (EGCs) and neurons, which are key components of the intestinal stem cell niche in regeneration and disease; these fibrillary acidic protein (GFAP)+ EGCs express multiple Wnt ligands and promote self-renewal of LGR5+ ISCs in organoid and glia coculture systems.483 Coculture with neurons similar to myofibroblasts enhances the growth of the organoids.485 Coculture of intestinal organoid monolayers with differentiated adipocytes induces reciprocal amplification of inflammatory responses.486 Organoids are cocultured with vascular endothelial cells and pericytes to form vascular organoids, providing hope for the further development of organoid model systems. Endothelial cells were added to a miniature device in which isolated intestinal organoid cells had been found to communicate with intestinal epithelial cells and form a blood vessel-like network.224 Vascularization can be implemented by transplantation into mice or by using microfluidic devices to connect vascular networks to intestinal organoids from a highly vascularized tissue, for example, in the case of human PSC-derived intestinal organoids implanted in mouse kidneys.487 Holistic native TME models without reconstitution favor immunotherapeutic effects or organoid transplantation for regenerative treatment of bowel disease. Tumor tissue and a mixture of stromal fibroblasts and immune components were cocultured using an air-liquid interface organoid culture system, and heterogeneous T cells from the original tumor were also preserved in these cultures.223 An in vitro model in which organoids from clinical CRC tissue were mixed with TILs from patients and F. nucleatum showed that exposure to F. nucleatum increased sensitivity to PD-L1 blockade.488 Organoids with diverse cellular components will advance organoid technology for studying the physiological and pathological functions of the digestive system. Another notable direction of progress is the establishment of a multi-organoids model, which is interesting and necessary because of the interaction of multiple organs in the process of disease development. Methods have recently been developed for the fusion of organoids and coculture of multiple organoids. For example, heart-lung-liver organoid models have been assembled in a modular manner through microengineering.489 A new protocol for generating integral multiorgan structures of the digestive system has also been reported, i.e., the fusion of two PSC-derived spheroids that correspond to the anterior and posterior gut to the creation of hepato-biliary-pancreatic organoids that establish boundary interactions between two spheroids without any extrinsic factors.490 If the timing and composition of the medium are tightly controlled, different types of organoids can be made to grow independently on the microfluidic chip but still communicate with each other. For example, fully functional tissues have been generated in microfluidic chip culture systems via the assembly of multiple organoids.491 Multilineage organoid models integrate cardiac and gut features arising from the aggregation of single mesodermal progenitors.492 Paracrine signals between adjacent tissues influence fate decisions of target organs during embryogenesis. Multi-organoids models can be used as in vitro models to simulate the effects of paracrine inputs from surrounding tissues on developmental and cellular heterogeneity during organ development. Multi-organoids model developed with microfluidic arrays were used to coculture stem cell-derived liver, intestine and stomach organoids; paracrine factors produced by intestinal organoids were detected to affect the expression of bile acid synthetase (CYP7A1) in liver organoids, which verified the interorgan interaction.226 Multiorgan metabolic diseases characterized by dynamic interactions between different organs, such as type 2 diabetes mellitus (T2DM), can be replicated through coculture interactions between different organoids. With the help of a microfluidic system consisting of two separated regions connected by a microchannel network, coculture systems can be established between liver and pancreas organoids derived from human iPSCs, recapitulating the physiological and pathological conditions of the human liver-islet axis and facilitating analytical work regarding this axis in health and disease.493 By integrating technologies such as microarray technology and multiple digestive system organoids, such as esophageal/gastric/liver/pancreatic/gut organoids, into in vitro models to bring them closer to human tissue structure and function, these advanced models can further bridge the gap between in vitro systems and animal experiments , have shown similar results to matrigel in supporting organoid growth.500 However, these synthesized hydrogels have difficulty accurately reproducing the physicochemical properties of ECM in vivo, and the material can adsorb small hydrophobic molecules, which is disadvantageous in that it hinders drug discovery.501 There is a growing need to design and manufacture biosynthetic materials that mimic ECM function and preserve specific cellular properties while maintaining stem cell differentiation.502 Matrigel formulas made of peptides and recombinant proteins produced by genetically engineered organisms are attractive for organoid culture because their mechanical and chemical properties can be independently altered.503 Overall, the prospect of programmable recombinant protein synthesis materials has certain advantages for functionalizing the binding of biologically relevant cellular proteins or peptides, enabling the artificial ECM to reproduce the dynamic properties  as well as the correct chemical composition of the natural ECM. This artificial system with independently adjustable chemical and mechanical properties has been used to provide appropriate development and growth for various kinds of organoids. Another area that is being refined is organoid culture methods; using technologies such as 3D printing and microfluidics, problems such as structure and oxygen concentration can be solved to improve culture devices. 3D bioprinting technology includes loading tissue-specific cells into bio-inks to reconstruct various organ structures of the human body through layered printing technology.504 Another innovative technological combination involving organoids consists of “organoids-on-a-chip”. This system is a microfluidic device that grows cells and tissues in a continuous perfusion chamber. Organoids-on-a-chip can form a dynamic and controllable digestive system microenvironment. It is expected to recapitulate the physiology and pathology of living human organs in vitro and model organ-organ interactions, even serving as an alternative to animal models in the future.505 Bottom-up tissue engineering strategy building blocks can be used to generate organic cultures of multicellular superstructures, and those models may also permit the epithelium to be cultured with other cells based on a 3D structure with a type I collagen coating on a thin Matrigel base that mimics the morphology of the gut.506 Using the surfaces of tissue-engineered scaffolds to create crypt-like structures, intestinal stem cells have been induced to form tubular epithelial cells with accessible lumens and a spatial arrangement of crypt- and villus-like domains similar to those observed in vivo. By connecting an external pump system, the micro-scale intestinal tube can be perfused and the dead cells can be continuously cleared of, extending tissue life by weeks.224 In the absence of externally applied biochemical gradients, several recent approaches have created macroscopic organoids resembling periodic crypt-villus structures of native intestinal epithelium, using physiologically precise patterns and localizations conferred only by tissue geometry.99 In addition, robotic pipelines using traditional machines require fewer cells to automate work, illustrating that automation helps simplify and harmonize steps in the workflow.507 To date, fully automated 3D culture protocols for kidney organoids using liquid-handling robots have been established.508 In the future, more integrated technologies are required to combine all test conditions in one organoids culture and ultimately generate organoids with complete structure and function, reproduce the physiological functions of target organs, and further advance the state of clinical treatments.Improvements in cultivation are another aspect in which progress has been made recently. These improvements have mainly been in two directions: replacing the extracellular matrix and improving organoid culture systems. On the one hand, a large number of current organoid systems rely on animal-derived extracellular matrix (mainly stroma and basement membrane extract (BME)), a protein mixture extracted from Engelbreth-Holm-Swarm mouse sarcoma.509 These organoid models can overcome the genetic variability of traditional cell culture systems and the pitfalls of interspecies dissimilarity between humans and mice, and they have the potential to provide personalized therapy for a wide range of patients, even at various preclinical stages. Thus, human organoids represent an in vitro testing model for drug screening or gene/cell therapy and serve as a bridge between in vitro and in vivo systems.510 In particular, the large-scale application of existing 3D PDO cultures has transformed in vitro cancer biology and enabled the construction of large tumor biobanks to capture the mutational diversity and histology of human cancers.40 To date, studies of digestive organoid research have covered the modeling of digestive system disease, establishment of organoid biobanks, transplantation of organoids into the injured epithelium for regeneration, repair of disease-related defects via gene editing, high-throughput drug screening, and characterizing the responses to bacterial and viral infection.511 However, although organoids have yielded many useful results in various fields of digestive system research, certain limitations of current organoids have also created bottlenecks that are currently insurmountable, requiring more breakthroughs. Emerging technologies, such as the application of CRISPR-Cas9 technology to silence or activate specific genes in organoids, will open new doors for understanding the role of specific genes in human digestive system disease.514 The distribution and function of target genes during digestive development or progression of disease can be detected in real time by gene knockin fluorescent labeling in iPSCs.515 Single-cell RNA sequencing (scRNA-seq) methods have changed the paradigm of biomedical science by analyzing cellular heterogeneity from multivariate data.516 scRNA-seq of organoids has allowed certain rare or abnormal cell types to be identified, and these findings can be detected in individual organoids.517 By deepening the combination with these new technologies, gene editing and omics , one can systematically and comprehensively analyze changes in molecular, cellular, and organizational structures mediated by gene mutations or environmental interventions, facilitating future basic research and clinical applications (Fig. 314 We anticipate that the implementation of organoids, standard protocols and sophisticated devices will help the scientific community discover new mechanisms of action of pathology in the digestive system and identify biomarkers and follow-up targets for precision therapy for subsequent clinical trials.Digestive organoids are 3D in vitro cultured organ models with similar structures that contain multiple cell types, including stem cells and differentiated cells.In conclusion, given the incomplete cellular composition and function of various digestive organoids, further optimization is required to enhance their application in disease modeling and personalized medicine. When organoids are derived from tissue or cells that have been directly extracted from diseased patient samples, they preserve the genetic and pathological information of the original tissue, and their 3D physiological structure and cellular composition remain relatively close to the corresponding human organ, opening a vital avenue for innovation in precision and personalized medicine. Combined with other bioengineering methods and omics techniques, organoid models will undoubtedly play an invaluable role in preclinical and clinical research.