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Cai TN, Huang SG, Yang Y, Mao HM, Guo WL. Prediction of post-operative acute pancreatitis in children with pancreaticobiliary maljunction using machine learning model. Pediatr Surg Int 2023; 39:158. [PMID: 36959375 DOI: 10.1007/s00383-023-05441-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/10/2023] [Indexed: 03/25/2023]
Abstract
PURPOSE This study aimed to develop a prediction model to identify risk factors for post-operative acute pancreatitis (POAP) in children with pancreaticobiliary maljunction (PBM) by pre-operative analysis of patient variables. METHODS Logistic regression (LR), support vector machine (SVM), and extreme gradient boosting (XGBoost) models were established using the prospectively collected databases of patients with PBM undergoing surgery which was reviewed in the period comprised between August 2015 and August 2022, at the Children's Hospital of Soochow University. Primarily, the area beneath the receiver-operating curves (AUC), accuracy, sensitivity, and specificity were used to evaluate the model performance. The model was finally validated using the nomogram and clinical impact curve. RESULTS In total, 111 children with PBM met the inclusion criteria, and 21 children suffered POAP. In the validation dataset, LR models showed the highest performance. The risk nomogram and clinical effect curve demonstrated that the LR model was highly predictive. CONCLUSION The prediction model based on the LR with a nomogram could be used to predict the risk of POAP in patients with PBM. Protein plugs, age, white blood cell count, and common bile duct diameter were the most relevant contributing factors to the models.
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Affiliation(s)
- Tian-Na Cai
- Department of Radiology, Children's Hospital of Soochow University, Suzhou, 215025, China
| | - Shun-Gen Huang
- Pediatric Surgery, Children's Hospital of Soochow University, Suzhou, 215025, China
| | - Yang Yang
- Department of Radiology, Children's Hospital of Soochow University, Suzhou, 215025, China
| | - Hui-Min Mao
- Department of Radiology, Children's Hospital of Soochow University, Suzhou, 215025, China
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Wan-Liang Guo
- Department of Radiology, Children's Hospital of Soochow University, Suzhou, 215025, China.
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Suessenbach FK, Burckhardt BB. Levels of angiotensin peptides in healthy and cardiovascular/renal-diseased paediatric population-an investigative review. Heart Fail Rev 2020; 24:709-723. [PMID: 31104255 DOI: 10.1007/s10741-019-09797-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The renin-angiotensin-aldosterone system (RAAS) plays a major role in the regulation of blood pressure and homeostasis. Therefore, it is a commonly used target for pharmacotherapy of cardiovascular diseases in adults. However, the efficacy of this pharmacotherapy can only be limitedly derived into children. Comprehensive knowledge of the humoral parameters acting in the paediatric RAAS (e.g. angiotensin I, angiotensin II, angiotensin 1-7, angiotensin III, and angiotensin IV) might facilitate a more effective and rational pharmacotherapy in children. Therefore, this review aims to provide an overview of the maturing RAAS. Out of 925 identified records, 35 publications were classified as relevant. Physiological and pathophysiological concentrations of angiotensin peptides were compiled and categorised according to European Medicines Agency age groups. Age has a major impact on circulating angiotensin I, angiotensin II, and angiotensin 1-7, which is reflected in an age-dependent decrease during childhood. In contrast to data obtained in adults, no gender-related differences in angiotensin levels were identified. The observed increase in peptide concentrations regarding cardiac- and renal-diseased children is influenced by surgical repair, while evidence for a pharmacological impact is conflicting. A comprehensive set of angiotensin I, angiotensin II, and angiotensin 1-7 values from neonates up to adolescents was compiled. Indicating age as a strong effector. However, evidence about potential promising targets of the RAAS like angiotensin III and angiotensin IV is still lacking in children.
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Affiliation(s)
- F K Suessenbach
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University, Universitaetsstr. 1, 40225, Dusseldorf, Germany
| | - B B Burckhardt
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University, Universitaetsstr. 1, 40225, Dusseldorf, Germany.
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3
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Wannhoff A, Hippchen T, Weiss CS, Friedrich K, Rupp C, Neumann-Haefelin C, Dollinger M, Antoni C, Stampfl U, Schemmer P, Stremmel W, Weiss KH, Radeleff B, Katus HA, Gotthardt DN. Cardiac volume overload and pulmonary hypertension in long-term follow-up of patients with a transjugular intrahepatic portosystemic shunt. Aliment Pharmacol Ther 2016; 43:955-65. [PMID: 26919285 DOI: 10.1111/apt.13569] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 06/28/2015] [Accepted: 02/04/2016] [Indexed: 12/17/2022]
Abstract
BACKGROUND Transjugular intrahepatic portosystemic shunt (TIPSS) cause haemodynamic changes in patients with cirrhosis, yet little is known about long-term cardiopulmonary outcomes. AIM To evaluate the long-term cardiopulmonary outcome after TIPSS. METHODS We evaluated cardiopulmonary parameters including echocardiography during long-term follow-up after TIPSS. Results at 1-5 years after TIPSS were compared to those of cirrhotic controls. Pulmonary hypertension (PH) diagnoses rates were included. Endothelin 1, thromboxane B2 and serotonin were measured. RESULTS We found significant differences 1-5 years after TIPSS compared to pre-implantation values: median left atrial diameter (LAD) increased from 37 mm [interquartile range (IQR): 33-43] to 40 mm (IQR: 37-47, P = 0.001), left ventricular end-diastolic diameter (LV-EDD) increased from 45 mm (range: 41-49) to 48 mm (IQR: 45-52, P < 0.001), pulmonary artery systolic pressure (PASP) increased from 25 mmHg (IQR: 22-33) to 30 mmHg (IQR: 25-36, P = 0.038). Comparing results 1-5 years post-implantation to the comparison cohort revealed significantly higher (P < 0.05) LAD, LV-EDD and PASP values in TIPSS patients. PH prevalence was higher in the shunt group (4.43%) compared to controls (0.91%, P = 0.150). Thromboxane B2 levels correlated with PASP in the TIPSS cohort (P = 0.033). There was no transhepatic gradient observed for the vasoactive substances analysed. CONCLUSIONS TIPSS placement is accompanied by long-term cardiovascular changes, including cardiac volume overload, and is associated with an increased rate of pulmonary hypertension. The need for regular cardiac follow-up after TIPSS requires further evaluation.
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Affiliation(s)
- A Wannhoff
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - T Hippchen
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - C S Weiss
- Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany
| | - K Friedrich
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - C Rupp
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - C Neumann-Haefelin
- Department of Medicine II, Freiburg University Medical Center, University of Freiburg, Freiburg, Germany
| | - M Dollinger
- Department of Internal Medicine I, University Hospital Ulm, Ulm, Germany
| | - C Antoni
- Department of Medicine II, Heidelberg University Hospital at Mannheim, Mannheim, Germany
| | - U Stampfl
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany
| | - P Schemmer
- Department of General Visceral and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - W Stremmel
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - K H Weiss
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
| | - B Radeleff
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany
| | - H A Katus
- Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany
| | - D N Gotthardt
- Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany
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4
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Previous portal hypertension surgery negatively affects results of mesenteric to left portal vein bypass. J Pediatr Surg 2008; 43:114-9; discussion 119. [PMID: 18206467 DOI: 10.1016/j.jpedsurg.2007.09.032] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2007] [Accepted: 09/02/2007] [Indexed: 01/08/2023]
Abstract
PURPOSE The mesenteric to left portal vein bypass (MLPVB) has been successfully used to treat extrahepatic portal vein obstruction (EHPVO) in children. We examined the effect of failed prior surgical or radiological procedures intended to treat complications of portal hypertension on the success rate of subsequent MLPVB surgery. METHODS Sixty-two patients younger than 18 years with EHPVO underwent MLPVB between 1997 and 2006. Children were divided into 3 groups: those with no prior surgery related to portal hypertension, those with prior portosystemic shunts, and those with either splenectomy or mesenteric vascular embolization procedures. The effect of prior procedures on the patency rate of the MLPVB was then examined. RESULTS Of 62 children, 11 (17.7%) had significant procedures to treat symptoms of portal hypertension: 6 had at least 1 portosystemic shunt attempt, 3 had isolated splenectomy, and 2 had embolization of the splenic artery or coronary and peripancreatic varices. Patients with previous portal hypertension surgery were significantly older and larger than those with no surgery. Patients with no prior interventions had a significantly higher MLPVB patency rate (88.2%, 45/51) than those with no prior interventions (63.6%, 7/11). Prior splenectomy alone was not found to adversely affect MLPVB. Patients with prior embolization procedures or unsuccessful shunts had significantly poorer successful outcomes (0% and 66.7%) than those with no prior interventions (88.2%; P < .005). CONCLUSIONS The results demonstrate that prior portosystemic shunts or mesenteric embolizations have a deleterious effect on outcome after MLPVB and should be avoided whenever possible. This study suggests that patients with symptomatic EHPVO should undergo MLPVB as a primary intervention rather than as a rescue procedure to optimize MLPVB patency.
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Abstract
As a result of the success of orthotopic liver transplantation, there has been increasing interest in the diagnosis and therapeutic options for the pulmonary vascular complications of hepatic disease. These pulmonary vascular complications range from the hepatopulmonary syndrome, which is characterized by intrapulmonary vascular dilatations, to portopulmonary hypertension (POPH), which is characterized by an elevated pulmonary vascular resistance as a consequence of obstruction to pulmonary arterial blood flow. This review concentrates on POPH.
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Affiliation(s)
- Jason M Golbin
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN 55905, USA
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Superina RA, Alonso EM. Medical and surgical management of portal hypertension in children. ACTA ACUST UNITED AC 2006; 9:432-43. [PMID: 16942669 DOI: 10.1007/bf02738533] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The treatment of portal hypertension in children has undergone considerable evolution in the past decade. The treatment offered depends on the cause of the hypertension and the underlying health of the liver. The diagnosis of portal hypertension often can be made by the history and physical examination. Upper gastrointestinal bleeding in the presence of splenic enlargement is pathognomonic for portal hypertension. Bleeding and hypersplenism are the principal symptoms. Treatment of bleeding starts with confirming the diagnosis with esophageal and gastric endoscopy. The patient is admitted to an intensive care unit and started on intravenous octreotide. Banding or sclerosis of esophageal varices will result in cessation of the bleeding but not a permanent cure. A careful investigation for the cause of the portal hypertension should be done. This includes imaging studies of intra-abdominal arteries and veins, a liver biopsy, and liver function tests, including coagulation studies. For patients with extrahepatic portal vein thrombosis, early consideration should be given to surgical treatment with a meso-Rex bypass. Patients with liver disease should be treated for the underlying disorder and undergo regular endoscopic monitoring for recurrence of varices. Patients with well-compensated cirrhosis should be considered for selective surgical shunting, and those with advanced disease for liver transplantation. The benefit of long-term beta blockers in children has not been proven by clinical trials.
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Affiliation(s)
- Riccardo A Superina
- Division of Transplant Surgery, Children’s Memorial Hospital, 2300 Children’s Plaza, Box 57, Chicago, IL 60614, USA.
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Neuhofer W, Gülberg V, Gerbes AL. Endothelin and endothelin receptor antagonism in portopulmonary hypertension. Eur J Clin Invest 2006; 36 Suppl 3:54-61. [PMID: 16919012 DOI: 10.1111/j.1365-2362.2006.01690.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Portopulmonary hypertension (PPHT) is a rare but devastating complication in patients with portal hypertension, characterized by pulmonary arterial obliterative disease with a concomitant rise in pulmonary vascular resistance. A broad body of evidence has accumulated, indicating that endothelin (ET) peptides and their cognate receptors are causally involved in the pathophysiology of pulmonary arterial hypertension (PAH) owing to different aetiologies, including PPHT. In addition, the ET system may be involved in hepatic fibrotic remodelling and portal hypertension. Several experimental models have provided evidence that ET receptor antagonism may have therapeutic potential in PPHT. Initial experience has accumulated during the last 2 years, suggesting that targeting the ET system may have beneficial effects in the clinical setting. In these studies, the orally active, dual ET receptor antagonist bosentan improved pulmonary haemodynamics and functional capacity. These effects were sustained and occurred in the absence of adverse events. If these observations can be corroborated by controlled clinical trials, bosentan would offer several advantages over available therapies, which have major drawbacks owing to their invasive and demanding mode of application.
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Affiliation(s)
- W Neuhofer
- Department of Physiology: University of Munich, Munich, Germany.
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8
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Weber MA, Ashworth MT, Sebire NJ. Portopulmonary hypertension in childhood presenting as sudden death. Pediatr Dev Pathol 2006; 9:65-71. [PMID: 16808632 DOI: 10.2350/08-05-0093.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2005] [Accepted: 08/23/2005] [Indexed: 11/20/2022]
Abstract
We present the case of a 9-year-old boy with portal hypertension who died suddenly and unexpectedly due to pulmonary hypertensive crisis during a routine endoscopic procedure. He had known portal hypertension with esophageal varices but had no preceding clinical symptoms suggestive of significant pulmonary hypertensive disease despite postmortem histological evidence of advanced pulmonary vascular changes. Portopulmonary hypertension is a well-described and distinct clinical syndrome that is rare in childhood and is associated with a relatively poor prognosis. Occasional patients with histologically advanced disease may remain asymptomatic but present with pulmonary hypertensive crisis. Children with portopulmonary hypertension should be considered at high risk for surgical procedures, and pulmonary hypertensive complications should be excluded as a cause of death in all children dying suddenly in the setting of portal hypertension.
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Affiliation(s)
- Martin A Weber
- Deapartment of Histopathology, Camelia Botnar Laboratories, Great Ormond Street Hospital for Children, Great Ormond Street, London, UK WC1N 3JH
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9
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Sanchez O. [Treatment of porto-pulmonary hypertension]. GASTROENTEROLOGIE CLINIQUE ET BIOLOGIQUE 2004; 28 Spec No 2:B169-78. [PMID: 15150509 DOI: 10.1016/s0399-8320(04)95252-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Affiliation(s)
- Olivier Sanchez
- Service de Pneumologie et Soins Intensifs, Hôpital Européen Georges Pompidou, 20, rue Leblanc, 75908 Paris, Cedex 15
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10
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Harikrishnan S, Titus T, Tharokan JM. Pulmonary hypertension manifesting a decade later in a patient with extrahepatic portal hypertension and splenic arterial aneurysms. Int J Cardiol 2003; 90:119-21. [PMID: 12821228 DOI: 10.1016/s0167-5273(02)00519-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Abstract
Pulmonary involvement is common in patients with portal hypertension and can manifest in diverse manners. Changes in pulmonary arterial resistance, manifesting either as the hepatopulmonary syndrome or portopulmonary hypertension (PPHTN), have been increasingly recognized in these patients in recent years. This review summarizes the clinicopathologic features, diagnostic criteria, as well as the latest concepts in the pathogenesis and management of PPHTN, which is defined as an elevated pulmonary artery pressure in the setting of an increased pulmonary vascular resistance and a normal wedge pressure in a patient with portal hypertension.
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Affiliation(s)
- Rohit Budhiraja
- Pulmonary and Critical Care Division, Department of Medicine, Tufts-New England Medical Center, Tufts University School of Medicine, Boston, MA, USA
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12
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Auletta M, Oliviero U, Iasiuolo L, Scherillo G, Antoniello S. Pulmonary hypertension associated with liver cirrhosis: an echocardiographic study. Angiology 2000; 51:1013-20. [PMID: 11132993 DOI: 10.1177/000331970005101206] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Conflicting results about the prevalence of pulmonary hypertension, ranging from 0.25% to 20%, in liver patients with portal hypertension, have previously been reported. The aim of this study was to evaluate pulmonary arterial pressure in a consecutive series of cirrhotic patients, using a noninvasive method. A complete clinical, laboratory, ultrasonographic, and endoscopic evaluation were performed in 83 consecutive liver patients assessed according to Child's classification and Pugh's score and according to evidence of ultrasonographic and/or endoscopic signs of portal hypertension. A complete echocardiographic evaluation was also performed and pulmonary arterial systolic pressure (PASP) was estimated by measuring tricuspidal regurgitation, using the modified Bernoulli equation. These same evaluations were performed by the same observers in a group of 60 healthy volunteers. The results showed a surprisingly high prevalence (about 20%) of pulmonary hypertension. Patients with more severe liver damage and portal hypertension showed a high prevalence for pulmonary hypertension. A progression in the frequency of portopulmonary hypertension (PPH) was found in Child's classification A to C, and in patients without to patients with evidence of portal hypertension. However, increased PASP was detected in some patients belonging to Child's class A, without evidence of portal hypertension. In conclusion, the echocardiographic examination (a noninvasive technique), appears suitable for detecting pulmonary hypertension in patients with compensated liver cirrhosis, and can elucidate some aspects of the clinical course of the so-called PPH syndrome.
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Affiliation(s)
- M Auletta
- Department of Clinical Medicine and Cardiovascular Sciences, Federico II University of Naples, Italy
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Imamura H, Momose T, Kitabayashi H, Takahashi W, Yazaki Y, Takenaka H, Isobe M, Sekiguchi M, Kubo K. Pulmonary hypertension as a result of asymptomatic portosystemic shunt. JAPANESE CIRCULATION JOURNAL 2000; 64:471-3. [PMID: 10875741 DOI: 10.1253/jcj.64.471] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This report describes a patient with severe pulmonary hypertension accompanied by a congenital intrahepatic portosystemic shunt. Primary pulmonary hypertension was suspected initially because none of the classic symptoms of a portosystemic shunt were present. Physicians should note that disorders of the portal system may cause pulmonary hypertension even in the absence of symptoms suggesting liver disease.
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Affiliation(s)
- H Imamura
- The First Department of Internal Medicine, Shinshu University School of Medicine, Matsumoto, Japan.
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Schuijtvlot ET, Bax NM, Houwen RH, Hruda J. Unexpected lethal pulmonary hypertension in a 5-year-old girl successfully treated for biliary atresia. J Pediatr Surg 1995; 30:589-90. [PMID: 7595841 DOI: 10.1016/0022-3468(95)90138-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
There appears to be a relationship between portal and pulmonary hypertension. A 5-year-old girl treated for biliary atresia developed this combination unexpectedly and died of pulmonary hypertension. Established pulmonary hypertension has a poor prognosis, which underscores the importance of early diagnosis by regular screening.
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Affiliation(s)
- E T Schuijtvlot
- Department of Pediatric Surgery, University Children's Hospital Wilhelmina, Utrecht, The Netherlands
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