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1.
Am J Gastroenterol ; 2024 Jul 17.
Article in English | MEDLINE | ID: mdl-39016385

ABSTRACT

BACKGROUND: The prevalence of Metabolic dysfunction associated fatty liver disease (MAFLD) and its complication, MAFLD-related acute on chronic liver failure (MAFLD-ACLF), is rising. Yet, factors determining patient outcomes in MAFLD-ACLF remain understudied. METHODS: Patients with MAFLD-ACLF were recruited from the AARC registry. The diagnosis of MAFLD-ACLF was made when the treating unit had identified the etiology of chronic liver disease (CLD) as MAFLD (or previous nomenclature such as NAFLD, NASH, or NASH-cirrhosis). Patients with coexisting other etiologies of CLD (such as alcohol, HBV, HCV, etc.) were excluded. Data was randomly split into derivation (n=258) and validation (n=111) cohorts at a 70:30 ratio. The primary outcome was 90-day mortality. Only the baseline clinical, laboratory features and severity scores were considered. RESULTS: The derivation group had 258 patients; 60% were male, with a mean age of 53. Diabetes was noted in 27%, and hypertension in 29%. The dominant precipitants included viral hepatitis (HAV and HEV, 32%), drug-induced injury (DILI, 29%) and sepsis (23%). MELD-Na and AARC scores upon admission averaged 32±6 and 10.4±1.9. At 90 days, 51% survived. Non-viral precipitant, diabetes, bilirubin, INR, and encephalopathy were independent factors influencing mortality. Adding diabetes and precipitant to MELD-Na and AARC scores, the novel MAFLD-MELD-Na score (+12 for diabetes, +12 for non-viral precipitant) and MAFLD-AARC score (+5 for each) were formed. These outperformed the standard scores in both cohorts. CONCLUSION: Almost half of MAFLD-ACLF patients die within 90 days. Diabetes and non-viral precipitants such as DILI and sepsis lead to adverse outcomes. The new MAFLD-MELD-Na and MAFLD-AARC scores provide reliable 90-day mortality predictions for MAFLD-ACLF patients.

3.
BMJ Open ; 14(6): e081933, 2024 Jun 12.
Article in English | MEDLINE | ID: mdl-38866577

ABSTRACT

INTRODUCTION: Hepatic artery complications (HACs), such as a thrombosis or stenosis, are serious causes of morbidity and mortality after paediatric liver transplantation (LT). This study will investigate the incidence, current management practices and outcomes in paediatric patients with HAC after LT, including early and late complications. METHODS AND ANALYSIS: The HEPatic Artery stenosis and Thrombosis after liver transplantation In Children (HEPATIC) Registry is an international, retrospective, multicentre, observational study. Any paediatric patient diagnosed with HAC and treated for HAC (at age <18 years) after paediatric LT within a 20-year time period will be included. The primary outcomes are graft and patient survivals. The secondary outcomes are technical success of the intervention, primary and secondary patency after HAC intervention, intraprocedural and postprocedural complications, description of current management practices, and incidence of HAC. ETHICS AND DISSEMINATION: All participating sites will obtain local ethical approval and (waiver of) informed consent following the regulations on the conduct of observational clinical studies. The results will be disseminated through scientific presentations at conferences and through publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER: The HEPATIC registry is registered at the ClinicalTrials.gov website; Registry Identifier: NCT05818644.


Subject(s)
Hepatic Artery , Liver Transplantation , Postoperative Complications , Registries , Thrombosis , Humans , Liver Transplantation/adverse effects , Retrospective Studies , Child , Incidence , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Thrombosis/etiology , Thrombosis/epidemiology , Adolescent , Child, Preschool , Female , Male , Constriction, Pathologic/etiology , Infant , Multicenter Studies as Topic
4.
Am J Transplant ; 2024 Jun 22.
Article in English | MEDLINE | ID: mdl-38914281

ABSTRACT

Decreasing the graft size in living donor liver transplantation (LDLT) increases the risk of early allograft dysfunction. Graft-to-recipient-weight-ratio (GRWR) of 0.8 is considered the threshold. There is evidence that smaller volume grafts may also provide equally good outcomes, the cut-off of which remains unknown. In this retrospective multi-center study, 92 adult LDLT with a final GRWR<=0.6 performed at 12 international liver transplant (LT) centers over a 3-year period were included. Perioperative data including preoperative status, portal flow hemodynamics (PFH) and portal flow modulation (PFM), development of SFSS, morbidity and mortality was collated and analyzed. Thirty-two (36.7%) patients developed SFSS and this was associated with increased 30-day, 90-day and one-year mortality. Pre-operative MELD and inpatient status were independent predictors for SFSS (p<0.05). Pre-LT renal dysfunction was an independent predictor of survival (Hazard ratio- 3.1;95% ci 1.1,8.9, p=0.035). PFH or PFM were not predictive of SFSS or survival. We report the largest ever multi-center study of LDLT outcomes using ultralow-GRWR grafts and for the first-time validate the ILTS-iLDLT-LTSI consensus definition and grading of SFSS. Pre-operative recipient condition rather than GRWR and PFH were independent predictors of SFSS. Algorithms to predict SFSS and LT outcomes should incorporate recipient factors along with GRWR.

5.
Ann Surg ; 2024 May 24.
Article in English | MEDLINE | ID: mdl-38787528

ABSTRACT

OBJECTIVE: To establish the first consensus guidelines on the safety and indications of robotics in Hepato-Pancreatic-Biliary (HPB) surgery. The secondary aim was to identify priorities for future research. SUMMARY BACKGROUND DATA: HPB robotic surgery is reaching the IDEAL 2b exploration phase for innovative technology. An objective assessment endorsed by the HPB community is timely and needed. METHODS: The ROBOT4HPB conference developed consensus guidelines using the Zurich-Danish model. An impartial and multidisciplinary jury produced unbiased guidelines based on the work of ten expert panels answering predefined key questions and considering the best-quality evidence retrieved after a systematic review. The recommendations conformed with the GRADE and SIGN50 methodologies. RESULTS: Fifty-four experts from 20 countries considered 285 studies, and the conference included an audience of 220 attendees. The jury (n=10) produced recommendations or statements covering five sections of robotic HPB surgery: technology, training and expertise, outcome assessment, and liver and pancreatic procedures. The recommendations supported the feasibility of robotics for most HPB procedures and its potential value in extending minimally invasive indications, emphasizing however the importance of expertise to ensure safety. The concept of expertise was defined broadly, encompassing requirements for credentialing HPB robotics at a given center. The jury prioritized relevant questions for future trials and emphasized the need for prospective registries, including validated outcome metrics for the forthcoming assessment of HPB robotics. CONCLUSION: The ROBOT4HPB consensus represents a collaborative and multidisciplinary initiative, defining state-of-the-art expertise in HPB robotics procedures. It produced the first guidelines to encourage their safe use and promotion.

6.
Article in English | MEDLINE | ID: mdl-38780678

ABSTRACT

PURPOSE OF THIS REVIEW: Aging is a process of physiological slowing, reduced regenerative capacity and inability to maintain cellular homeostasis. World Health Organisation declared the commencement of population aging globally, largely attributed to improvement in the healthcare system with early diagnosis and effective clinical management. Liver ages similar to other organs, with reduction in size and blood flow. In this review we aim to evaluate the effect of aging in liver disease. RECENT FINDINGS: Aging causes dysregulation of major carbohydrate, fat and protein metabolism in the liver. Age is a major risk factor for liver fibrosis accelerated by sinusoidal endothelial dysfunction and immunological disharmony. Age plays a major role in patients with liver cirrhosis and influence outcomes in patients with portal hypertension. Transient elastography may be an useful tool in the assessment of portal hypertension. Hepatic structural distortion, increased vascular resistance, state of chronic inflammation, associated comorbidities, lack of physiological reserve in the older population may aggravate portal hypertension in patients with liver cirrhosis and may result in pronounced variceal bleed. Cut-offs for other non-invasive markers of fibrosis may differ in the elderly population. Non-selective beta blockers initiated at lower dose followed by escalation are the first line of therapy in elderly patients with cirrhosis and portal hypertension, unless contraindicated. Acute variceal bleed in the elderly cirrhotic patients can be life threatening and may cause rapid exsanguination due to poor reserve and associated comorbidities. Vasoactive drugs may be associated with more adverse reactions. Early endoscopy may be warranted in the elderly patients with acute variceal bleed. Role of TIPS in the elderly cirrhotics discussed. Management of portal hypertension in the older population may pose significant challenges to the treating clinician.

7.
Transplantation ; 2024 May 21.
Article in English | MEDLINE | ID: mdl-38771077

ABSTRACT

The need for retransplantation after living donor liver transplantation can occur early, mainly because of technical difficulties such as hepatic artery thrombosis or as a result of early allograft dysfunction as a symptom of small-for-size syndrome. Patients with autoimmune diseases may develop progressive graft failure from recurrent disease. The ethics of retransplantation can be complicated by the cause of the initial liver disease, which may be self-inflicted or the outcome of malignancy. This is especially true in countries without the availability of deceased donors for salvage, and a second living donor would be needed. Nevertheless, patients who experience early or late graft failure should be considered for retransplant if they are deemed acceptable candidates. When a living donor is required for retransplant, the equipoise between donor risk and autonomy and recipient outcome should be considered.

8.
World J Hepatol ; 16(5): 766-775, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38818284

ABSTRACT

Combined hepatocellular-cholangiocarcinoma (cHCC-CCA) is a rare primary liver cancer associated with an appalling prognosis. The diagnosis and management of this entity have been challenging to physicians, radiologists, surgeons, pathologists, and oncologists alike. The diagnostic and prognostic value of biomarkers such as the immunohistochemical expression of nestin, a progenitor cell marker, have been explored recently. With a better understanding of biology and the clinical course of cHCC-CCA, newer treatment modalities like immune checkpoint inhibitors are being tried to improve the survival of patients with this rare disease. In this review, we give an account of the recent developments in the pathology, diagnostic approach, and management of cHCC-CCA.

9.
Ann Surg ; 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38623762

ABSTRACT

The hepatic blood supply and its several homeostatic and pathologic processes has always been a matter of great interest. Many views commonly held today are derived from an earlier era, but major reorientations have occurred recently in almost all aspects of knowledge of the role and regulation of hepatic blood flow. Moreover, with the advent of liver transplantation (LT), especially living donor LT (LDLT) there has been a resurgence of interest in attempting to comprehend this deceptively simple topic. It is nonetheless important to concede that even though our knowledge on the practical modulation of hepatic hemodynamics has expanded enormously, there still remain the need to explore the depths of our remaining ignorance to further improve outcomes in LDLT. This review focuses on the current view, controversies and gaps in knowledge of the hepatic vascular bed, with an emphasis on the importance of portal hemodynamics in liver disease and its impact on liver regeneration and LT.

10.
J Gastrointest Surg ; 28(6): 799-804, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38570233

ABSTRACT

BACKGROUND: Quantification of macrosteatosis (MS) in the liver is important given that it has shown to directly correlate with adverse post-liver transplant (LT) outcomes. With advances in medical technology and an implicit understanding of pathology, noninvasive methods of quantitatively assessing MS are in various stages of development. Each of these methods is based on the physical principles of differences between a fat-laden hepatocyte and a normal one. METHODS: In this regard, after a proof-of-concept study on a prototype for a simple, real-time, handheld device using the principle of diffuse reflectance spectroscopy, this study presents an upgraded point-of-care (POC) device for the noninvasive assessment of hepatic MS in liver donors. RESULTS: The device was validated on cohort of donor livers and showed a sensitivity (0.0021 V/% fat) and highly correlated (r = 0.9868, P < .0001) with gold-standard liver biopsy. Results showed that this upgraded POC device provides a reliable method for the noninvasive assessment of hepatic MS, which is crucial for selecting suitable donor livers for LT. CONCLUSION: The device has the potential to be an invaluable apparatus at the hands of the organ-retrieving surgeon. It is noninvasive, portable (handheld), and economic; provides real-time readings of the percentage of MS; and can be efficaciously handled by any member of the organ-retrieving team.


Subject(s)
Liver Transplantation , Point-of-Care Systems , Humans , Fatty Liver/diagnosis , Liver/pathology , Female , Adult , Male , Proof of Concept Study , Middle Aged , Tissue Donors , Spectrum Analysis , Biopsy/instrumentation
11.
Transplantation ; 2024 Apr 19.
Article in English | MEDLINE | ID: mdl-38637925

ABSTRACT

BACKGROUND: Paucity of deceased donor livers has resulted in a 10-fold rise in living donor liver transplantations (LDLTs) performed in India over the past decade. Nonetheless, number of deceased donor liver transplantation (DDLT) performed has improved with the establishment of simplified legal framework for certification of brain death and organ donation. In this study, we present our outcomes of DDLT performed at various centers, comparing their outcomes and provide a snapshot of the increasing number of DDLT across the state over the years. METHODS: All consecutive patients who underwent liver transplants from January 2010 till December 2019 by our transplant team in the state of Tamil Nadu, India, were included in the study. The program was established initially at the primary hospital in the year 2010 and with the evolution of the initial experience, transplant programs were expanded to the others hospital from the year 2015. Preoperative clinical data, intraoperative characteristics, and posttransplant outcomes of DDLT were analyzed from our prospective database. RESULTS: A total of 362 DDLTs (331 adults, 31 children) were performed at 11 centers. Median (range) model for end-stage liver disease score was 16 (6-39). Forty-eight split, 11 combined liver kidney, and 4 auxiliary DDLTs were performed. One-, 3-, and 5-y survival was 87.2%, 80.4%, and 76.6% in adults and 80.6%, 80.6%, and 80.6% in children, respectively. CONCLUSIONS: In a country where over 80% of the LTs are performed as LDLT, we provide the first report of a heartening trend of increasing number of DDLT programs being established with excellent 5-y outcomes.

12.
J Clin Exp Hepatol ; 14(5): 101405, 2024.
Article in English | MEDLINE | ID: mdl-38660561

ABSTRACT

Although liver involvement has been observed in over two-third cases of dengue viral infection, less than 1% cases progress to dengue-related acute liver failure (D-ALF). Various aspects of management of this disease remain debated including the need and timing of liver transplantation (LT). Moreover, the outcomes of LT for D-ALF have been suboptimal. We present four contrasting cases of D-ALF, two managed with LT and the other two conservatively to highlight the management dilemmas concerning LT in D-ALF. Based on our 4 cases, we would consider dengue shock syndrome, multisystem involvement and neurological deficit not completely accounted for by the ALF as potential contraindications for LT. These would need to be revisited on a case-to-case basis till larger studies define objective selection criteria for LT in D-ALF.

13.
Am J Transplant ; 24(7): 1233-1246, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38428639

ABSTRACT

In living-donor liver transplantation, biliary complications including bile leaks and biliary anastomotic strictures remain significant challenges, with incidences varying across different centers. This multicentric retrospective study (2016-2020) included 3633 adult patients from 18 centers and aimed to identify risk factors for these biliary complications and their impact on patient survival. Incidences of bile leaks and biliary strictures were 11.4% and 20.6%, respectively. Key risk factors for bile leaks included multiple bile duct anastomoses (odds ratio, [OR] 1.8), Roux-en-Y hepaticojejunostomy (OR, 1.4), and a history of major abdominal surgery (OR, 1.4). For biliary anastomotic strictures, risk factors were ABO incompatibility (OR, 1.4), blood loss >1 L (OR, 1.4), and previous abdominal surgery (OR, 1.7). Patients experiencing biliary complications had extended hospital stays, increased incidence of major complications, and higher comprehensive complication index scores. The impact on graft survival became evident after accounting for immortal time bias using time-dependent covariate survival analysis. Bile leaks and biliary anastomotic strictures were associated with adjusted hazard ratios of 1.7 and 1.8 for graft survival, respectively. The study underscores the importance of minimizing these risks through careful donor selection and preoperative planning, as biliary complications significantly affect graft survival, despite the availability of effective treatments.


Subject(s)
Graft Survival , Liver Transplantation , Living Donors , Postoperative Complications , Humans , Liver Transplantation/adverse effects , Male , Female , Retrospective Studies , Middle Aged , Adult , Risk Factors , Postoperative Complications/etiology , Follow-Up Studies , Prognosis , Anastomotic Leak/etiology , Biliary Tract Diseases/etiology , Incidence , Survival Rate
14.
Liver Transpl ; 30(7): 699-706, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38353595

ABSTRACT

Patients post liver transplant (LT) with progressive familial intrahepatic cholestasis type 1 (PFIC-1) often develop progressive graft steatohepatitis, intractable diarrhea, and growth failure. A total internal biliary diversion (TIBD) during an LT may prevent or reverse these adverse events. Children with PFIC-1 who underwent an LT at our institute were divided into 2 groups, A and B based on the timeline where we started offering a TIBD in association with LT. Pre-LT parameters, intraoperative details, and posttransplant complications like graft steatosis and diarrhea were also analyzed between the 2 groups, and their growth velocity was measured in the follow-up period. Of 550 pediatric LT performed between 2011 and 2022, 13 children underwent LT for PFIC-1. Group A had 7 patients (A1-A7) and group B had 6 (B1-B6). Patients A1, A4, B4, and B5 had a failed partial internal biliary diversion before offering them an LT. Patients A1, A2, and A6 in group A died in the post-LT period (2 early allograft dysfunction and 1 posttransplant lymphoproliferative disorder) whereas A3, A4, and A5 had graft steatosis in the follow-up period. A4 was offered a TIBD 4 years after LT following which the graft steatosis fully resolved. In group B, B1, B2, B5, and B6 underwent TIBD during LT, and B3 and B4 had it 24 and 5 months subsequently for intractable diarrhea and graft steatosis. None of the patients in group B demonstrated graft steatosis or diarrhea and had good growth catch-up during follow-up. We demonstrate that simultaneous TIBD in patients undergoing LT should be a standard practice as it helps dramatically improve outcomes in PFIC-1 as it prevents graft steatosis and/or fibrosis, diarrhea, and improves growth catch-up.


Subject(s)
Biliary Tract Surgical Procedures , Cholestasis, Intrahepatic , Liver Transplantation , Postoperative Complications , Humans , Liver Transplantation/adverse effects , Liver Transplantation/standards , Liver Transplantation/methods , Cholestasis, Intrahepatic/surgery , Cholestasis, Intrahepatic/etiology , Cholestasis, Intrahepatic/diagnosis , Male , Female , Infant , Child, Preschool , Treatment Outcome , Biliary Tract Surgical Procedures/adverse effects , Biliary Tract Surgical Procedures/methods , Retrospective Studies , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Postoperative Complications/prevention & control , Child , Diarrhea/etiology , Fatty Liver/etiology , Fatty Liver/surgery , Fatty Liver/diagnosis , Follow-Up Studies , Graft Survival
15.
Hepatol Int ; 18(2): 299-383, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38416312

ABSTRACT

Liver transplantation is a highly complex and challenging field of clinical practice. Although it was originally developed in western countries, it has been further advanced in Asian countries through the use of living donor liver transplantation. This method of transplantation is the only available option in many countries in the Asia-Pacific region due to the lack of deceased organ donation. As a result of this clinical situation, there is a growing need for guidelines that are specific to the Asia-Pacific region. These guidelines provide comprehensive recommendations for evidence-based management throughout the entire process of liver transplantation, covering both deceased and living donor liver transplantation. In addition, the development of these guidelines has been a collaborative effort between medical professionals from various countries in the region. This has allowed for the inclusion of diverse perspectives and experiences, leading to a more comprehensive and effective set of guidelines.


Subject(s)
Liver Transplantation , Tissue and Organ Procurement , Humans , Asia , Liver , Liver Transplantation/methods , Living Donors
16.
Immunotherapy ; 16(6): 371-379, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38362631

ABSTRACT

Primary hepatic sarcomatoid carcinoma (HSC) is an extremely rare and aggressive subtype of primary liver cancer. HSC has uncertain pathogenesis and dismal prognosis with overall survival of only 8.3 months. The molecular alterations of HSC are also not well understood. In this study, the authors describe a patient who presented with a large liver mass. The patient underwent complete surgical resection and histological examination demonstrated HSC, infiltrating the stomach. PD-L1 was strongly positive in the tumor cells. The patient was started on anti-PD-L1 immunotherapy postsurgery and is doing well 15 months after surgical resection. Tumor whole exome sequencing revealed genetic alterations in TP53, NF2 and MAGEC3 genes, indicating their potential role in tumor development.


Primary sarcomatoid cancer of the liver is a rare type of severe cancer that generally has a very poor prognosis. People diagnosed with primary sarcomatoid of the liver normally survive for only a few months. Surgery is not very effective in treating this type of cancer and recurrence is common even after complete removal. In this paper, the authors report a patient who presented to them with a large liver tumor. The patient underwent operation and the tumor was completely removed from the liver. Pathological testing of the tumor revealed it was severe primary sarcomatoid liver cancer. The patient was started on an immunotherapy treatment. The treatment enhanced the ability of the body's immune system to fight cancer. The patient is doing well 15 months after the operation, which might mean that this type of immunotherapy treatment after surgery helps prolong the life of people diagnosed with primary sarcomatoid cancer of the liver.


Subject(s)
Carcinoma , Sarcoma , Soft Tissue Neoplasms , Humans , Prognosis , B7-H1 Antigen/genetics
18.
J Clin Exp Hepatol ; 14(1): 101269, 2024.
Article in English | MEDLINE | ID: mdl-38107186

ABSTRACT

Hepatocellular carcinoma (HCC) presents significant treatment challenges despite considerable advancements in its management. The Indian National Association for the Study of the Liver (INASL) first published its guidelines to aid healthcare professionals in the diagnosis and treatment of HCC in 2014. These guidelines were subsequently updated in 2019. However, INASL has recognized the need to revise its guidelines in 2023 due to recent rapid advancements in the diagnosis and management of HCC, particularly for intermediate and advanced stages. The aim is to provide healthcare professionals with evidence-based recommendations tailored to the Indian context. To accomplish this, a task force was formed, and a two-day round table discussion was held in Puri, Odisha. During this event, experts in their respective fields deliberated and finalized consensus statements to develop these updated guidelines. The 2023 INASL guidelines offer a comprehensive framework for the diagnosis, staging, and management of intermediate and advanced HCC in India. They represent a significant step forward in standardizing clinical practices nationwide, with the primary objective of ensuring that patients with HCC receive the best possible care based on the latest evidence. The guidelines cover various topics related to intermediate and advanced HCC, including biomarkers of aggressive behavior, staging, treatment options, and follow-up care.

19.
Indian J Pediatr ; 91(5): 507-509, 2024 May.
Article in English | MEDLINE | ID: mdl-38117438

ABSTRACT

Zellweger syndrome or cerebrohepatorenal syndrome is a rare, multisystem disorder occurring due to defect in metabolic pathway within the peroxisomes. Cirrhosis with portal hypertension is an important presentation of these patients. Given its progressive, multisystem nature, the role of liver transplantation (LT) in Zellweger syndrome remains undefined and controversial. An 11-y-old boy diagnosed with Zellweger syndrome presented to the authors with decompensated cirrhosis along with bilateral proptosis. After a meticulous evaluation, he was offered an ABO incompatible liver transplantation with his mother being the donor. He had an uneventful post operative period. After a follow up of 24 mo, he has normal graft function, normal cognition along with resolution of proptosis. Therefore, in a group of carefully selected patients with Zellweger syndrome, a liver transplantation can be offered successfully with an excellent prognosis.


Subject(s)
Exophthalmos , Hypertension, Portal , Liver Transplantation , Zellweger Syndrome , Male , Humans , Zellweger Syndrome/pathology , Liver Cirrhosis , Exophthalmos/pathology , Liver/pathology
20.
Nat Commun ; 14(1): 8290, 2023 Dec 14.
Article in English | MEDLINE | ID: mdl-38092727

ABSTRACT

Primary liver cancer arises either from hepatocytic or biliary lineage cells, giving rise to hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICCA). Combined hepatocellular- cholangiocarcinomas (cHCC-CCA) exhibit equivocal or mixed features of both, causing diagnostic uncertainty and difficulty in determining proper management. Here, we perform a comprehensive deep learning-based phenotyping of multiple cohorts of patients. We show that deep learning can reproduce the diagnosis of HCC vs. CCA with a high performance. We analyze a series of 405 cHCC-CCA patients and demonstrate that the model can reclassify the tumors as HCC or ICCA, and that the predictions are consistent with clinical outcomes, genetic alterations and in situ spatial gene expression profiling. This type of approach could improve treatment decisions and ultimately clinical outcome for patients with rare and biphenotypic cancers such as cHCC-CCA.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Deep Learning , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/diagnosis , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Cholangiocarcinoma/genetics , Cholangiocarcinoma/pathology , Bile Ducts, Intrahepatic , Bile Duct Neoplasms/diagnosis , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/pathology , Retrospective Studies
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