Literature DB >> 35273837

Diabetes Status After Lateral Pancreaticojejunostomy and Frey's Procedure in Chronic Calcific Pancreatitis: An Observational Study.

Ashok Kumar Sahoo1,2, Narendranath Swain1, Arun Kumar Mohanty1, Sibabrata Kar3, Nagendra Kumar Rajsamant1, Santosh Kumar Behera1.   

Abstract

Introduction Diabetes secondary to pancreatic diseases is commonly referred to as pancreatogenic diabetes or type 3c diabetes mellitus. This study was conducted to determine the status of diabetes mellitus after Frey's procedure and lateral pancreaticojejunostomy (LPJ) in diabetic and nondiabetic patients with chronic calcific pancreatitis (CCP) and to discuss the clinicopathological course as well as diabetes in CCP. Materials and methods This study was designed as a retrospective observational study consisting of 27 patients with CCP who were surgically treated either with the pancreatic head coring Frey's procedure or with LPJ. Surgeries were performed in a tertiary care hospital of Eastern India by a team of surgeons following the same surgical principle. The diagnosis of CCP was made by clinical and radiological evaluations. Visual Analog Scale (VAS) scoring was used perioperatively to assess pain. Postoperatively, all the patients were monitored clinically; pain scoring and relevant investigations were done depending upon subjective and objective indications. Special attention was paid to diabetic patients through frequent follow-ups and tight glycemic control. All 27 patients were followed up with at least two outpatient follow-ups. Results The trends in fasting blood sugar values in the LPJ group showed a small spike in the early postoperative period (two weeks) with a p-value of >0.05, and later on, it improved over 18 months of follow-up, reaching below the preoperative values (mean 109.38). On the contrary, the fasting blood glucose levels in Frey's procedure revealed a significant spike in the early postoperative period (two weeks) with a mean sugar value of 148 mg/dl and a p-value of 0.01. The levels stayed well above the preoperative values over 18 months of follow-up. The trends in HbA1c showed marginal improvement in the LPJ group in a six-month follow-up period (p-value 0.008) from the preoperative levels. In Frey's procedure group, postoperative HbA1c levels at three months revealed an increase, which can be attributed to the minor but significant loss of pancreatic tissue from the head, which continued to be on the higher side at the six-month follow-up. Trends in mean insulin dosage showed a significant spike in the early postoperative period (two weeks) both in the LPJ (p-value 0.01) and Frey's procedure group (0.01); however, in the LPJ group, the insulin dose showed a reduction over the 18-month follow-up, reaching below the mean preoperative insulin dose. While in the Frey's procedure group, the postoperative insulin dose remained higher throughout the 18-month follow-up period (p-value <0.05). Conclusions LPJ has got a little effect on the diabetic status of nondiabetic patients. Frey's procedure leads to marginal deterioration of the diabetic status and increases in insulin dosage in both diabetic and nondiabetic patients.
Copyright © 2022, Sahoo et al.

Entities:  

Keywords:  alcohol; clinicopathological diagnosis; drainage procedure; follow-up; insulin

Year:  2022        PMID: 35273837      PMCID: PMC8901132          DOI: 10.7759/cureus.21855

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

Chronic calcific pancreatitis (CCP) is a common condition encountered in the eastern parts of India. It is a disease characterized by pancreatic inflammation and fibrotic injury, resulting in irreversible parenchymal damage. Diabetes secondary to pancreatic diseases is commonly referred to as pancreatogenic diabetes or type 3c diabetes mellitus [1]. It is a clinically relevant condition with a prevalence of 5-10% among all diabetic subjects in the Western population. In nearly 80% of all type 3c diabetes mellitus cases, CCP seems to be the underlying disease [2]. The causes of diabetes in CCP are multifactorial and include atrophy of the pancreas. beta-cell destruction, exocrine insufficiency, and role of incretin [3]. Surgical management for pancreatitis is reserved for patients with complications of CCP or suspected underlying carcinoma. The choice of surgery for CCP is decided based on anatomical variants of the disease, which are distinguished by the size of the main pancreatic duct [4]. In CCP, the most common surgical procedure done is drainage. Recently it has been found that the incidence of carcinoma in CCP is about 15-40% [5]. This suspicion of malignancy may require resection procedures and most of the patients with symptoms are diabetic at the time of surgery and are on insulin for the control of diabetes mellitus. During Whipple’s or pylorus-preserving pancreaticoduodenectomy, the head of the pancreas is removed. Pancreatic tissue provides insulin, which is required for blood sugar control. When pancreatic tissue is removed, the body releases less insulin, and the risk of developing diabetes mellitus is high. Patients who are diabetic at the time of surgery or who have had an abnormal blood sugar level that was controlled on diet or insulin prior to surgery have a higher chance of diabetes getting worse after surgery [6]. Head resection removes about 40% of the pancreas. Whether this resection leads to diabetes or worsening of diabetes is controversial. There are reports from various parts of the world that resection worsens diabetic status. However, these studies were based on CCP patients [7]. Many patients with CCP manifest some degree of fat malabsorption, regardless of the presence of symptoms [8]. In patients with type 3c diabetes mellitus, exocrine pancreatic insufficiency is ubiquitously present. The incretin system may play a crucial role in the metabolic control of type 3c diabetes mellitus. The regulation of the beta-cell mass and the physiological incretin secretion are directly dependent on normal exocrine pancreatic function and fat hydrolysis. Drainage procedures improve the exocrine function and may favor the betterment of diabetic status and insulin use [9]. However, so far, there have been no reported studies in CCP in the tropics to prove whether there is a deterioration of diabetes following resection/drainage procedure. Hence, this study was conducted to determine the status of diabetes mellitus after Frey’s procedure and lateral pancreaticojejunostomy (LPJ) in diabetic and nondiabetic patients with CCP and to discuss the clinicopathological course of CCP and management of diabetes in CCP.

Materials and methods

This study was designed as a retrospective observational study consisting of 27 patients of CCP who were surgically treated either with the pancreatic head coring Frey’s procedure or with LPJ from July 2014 to December 2016. The surgeries were performed in a tertiary care hospital of Eastern India by a team of surgeons following the same surgical principle. The diagnosis of CCP was made by clinical and radiological evaluations, which include a plain x-ray of the abdomen, ultrasound scan (USG), computed tomography scan (CT scan), and magnetic resonance cholangiopancreatogram (MRCP). Various radiological investigations were used to determine the pancreatolithiasis, main pancreatic duct (MPD) contour, any alteration in the parenchymal architecture like fibrosis, atrophy, and mass lesions. Visual Analog Scale (VAS) scoring was used perioperatively to assess pain [10]. The score was reported on the scale of ‘no pain’ to ‘mild to moderate pain’ to ‘intolerable or worst pain’. The patients who were excluded from the study were those who had undergone endoscopic retrograde cholangiopancreatography (ERCP) or those requiring Whipple’s partial pancreaticoduodenectomy or Beger’s procedure. Surgical techniques The indications of surgery were unbearable pain due to pancreatolithiasis, dilated MPD, suspicion of malignancy, failure of medical treatment, or any associated complications. The surgery aimed to remove all ductal stones, strictures, and the diseased segment of the pancreas, followed by a wide pancreaticojejunal anastomosis. The patients undergoing Frey’s procedure had to undergo opening of the MPD, removal of all calculi, and enucleation of the diseased pancreatic head in contiguity with a strictured segment of the duct of Wirsung. A rim of the pancreatic head closed to the duodenum was spared along with posterior parenchyma, with or without excising both ducts of Wirsung and Santorini. This technical modification spares the pancreatic neck and preserves the posterior capsule of the pancreatic head along with the body and tail. In both original and modified Frey’s procedures, the depths of pancreatic tissue that was cored were different. Second-generation ducts stones were also removed. Roux-en-Y longitudinal/lateral pancreaticojejunostomy ensured wide pancreatic drainage. The tissues were histopathologically studied to exclude malignancy. Postoperative care All the patients were monitored clinically and through pain scoring and relevant investigations depending upon subjective and objective indications. All the patients were started on oral feeding between the fifth and seventh postoperative days and were discharged between the 10th and 23rd days. Special attention was paid to diabetic patients through frequent follow-ups and tight glycemic control. Follow-up All 27 patients were followed up till July 2017 with at least two outpatient follow-ups. All patients gave written informed consent for surgical treatment according to the institutional guidelines. Long-term follow-up was obtained by: a telephonic interview with the patient, a written questionnaire that was sent to the patient. In cases of rehospitalization, medical records were obtained and reviewed. Most patients needed a proton pump inhibitor or H2 receptor blocker, a pancreatic enzyme supplement. Variables examined were fasting blood sugar (FBS), postprandial blood sugar (PPBS), HbA1c and dose of insulin, the occurrence of diabetes, and the date of initiation of insulin treatment. Statistical analysis Data analysis was done with IBM SPSS Statistics for Windows, Version 20.0 (Released 2011. IBM Corp., Armonk, New York). Chi-square test and paired two-tailed t-test were used for data analysis. A p-value of <0.05 was considered statistically significant.

Results

Out of a total of 27 patients, 13 patients had undergone Frey’s procedure, and the remaining 14 patients went through LPJ. The demographic characteristics of the patients are given in Table 1.
Table 1

Demographic Characteristics

LPJ: lateral pancreatojejunostomy

Qualitative Variables LPJ Group (14)(%)Frey’s Group (13)(%)P-value
SexMale9(64.3)8(61.5)0.883
Female5(35.7)5(38.5)
Socioeconomic statusLow11(78.6)8(61.5)0.333
Medium3(21.4)5(38.5)
High00
AlcoholismYes7(50)4(30.8)0.310
No7(50)9(69.2)
SmokingYes4(28.6)6(46.2)0.345
No10(71.4)7(53.8)
HyperlipidemiaYes4(28.6)8(61.5)0.085
No10(71.4)5(38.5)
Recurrent acute pancreatitisYes10(71.4)10(76.9)0.745
No4(28.6)3(23.1)
Cambridge scoreMild000.580
Moderate11(78.6)9(69.2)
Severe3(21.4)4(30.8)
Preoperative Oral Hypoglycemic Agents useYes1(7.1)1(7.7)0.957
No13(92.9)12(92.3)
Postoperative Oral Hypoglycemic Agents dosage changeYes1(7.1)2(15.4)0.496
No13(92.9)11(84.6)

Demographic Characteristics

LPJ: lateral pancreatojejunostomy Among the 14 LPJ patients, nine were males and five were females. The Frey’s group comprised eight males and five females. Both groups were comparable regarding sex, with a p-value of 0.883. In total, 11 out of 14 patients belonged to a low socioeconomic background in the LPJ group, while eight out of 13 in the Frey’s procedure group were in the low-income group. Also, three out of 14 in LPJ and five out of 13 in the Frey’s procedure group belonged to the middle-income group. Both groups were comparable as there was no statistical difference in socioeconomic status (p-value 0.333). Alcohol addiction was among 50% and 30% of patients in the LPJ group and the Frey’s procedure group, respectively. Among the LPJ group and the Frey’s procedure group, 72% and 77% had a history of recurrent acute pancreatitis, respectively. Severity was assessed using the Cambridge severity score; 79% of patients in the LPJ group were categorized as moderate and 21% as severe. In the Frey’s procedure group, 69% were classified as moderate and 30.8% as severe. The baseline characteristics of both groups are depicted in Table 2.
Table 2

Baseline Characteristics

FBS: fasting blood sugar; LPJ: lateral pancreatojejunostomy

Quantitative Variables LPJ GroupFrey’s GroupT-ValueP-value
WeightMean58.560.770.5770.569
SD9.55810.872
BMIMean22.6023.20.7940.434
SD3.793.25
Serum amylaseMean40.4361.231.7280.096
SD27.04635.235
Serum lipaseMean40.1459.461.3220.198
SD41.75733.293
Preop FBSMean125.93122.460.1880.853
SD51.5343.714
Preop HbA1cMean6.8296.6230.4450.660
SD1.13841.2597
Preop insulinMean15.79101.0840.288
SD15.42311.916
FBS 2 weeksMean131.141481.1660.255
SD37.55411.916
FBS 3 monthsMean123.14135.621.2480.224
SD24.50727.421
FBS 6 monthsMean114.23134.771.8920.071
SD22.532.037
FBS 12 monthsMean110.77132.382.3180.029
SD25.222.262
FBS 18 monthsMean109.38126.311.7260.97
SD25.69524.274
HbA1c 3 monthsMean6.8716.9080.1000.921
SD0.89050.9987
HbA1c 6 monthsMean6.6316.9460.9780.338
SD0.79410.8491
Postop insulin 3 monthsMean20.371160.7990.432
SD15.652012.4633
Postop insulin 6 monthsMean1616.770.1230.903
SD17.50413.154
Postop insulin 1 yearMean17.2315.690.2660.792
SD16.94212.106
Postop insulin 18 monthsMean15.6815.080.0041.00
SD16.42410.943

Baseline Characteristics

FBS: fasting blood sugar; LPJ: lateral pancreatojejunostomy The mean weight in the LPJ group was 58.5 kg with a standard deviation (SD) of 9.558, while in the Frey’s procedure group, it was 60.77 kg, with an SD of 10.87. The mean BMI was 22.6 and 23.2 in the LPJ and Frey’s procedure groups, respectively. The mean preoperative fasting blood sugar (FBS) in the LPJ group was 125.93 mg/dl, with 10 out of 14 being diabetic on insulin or oral hypoglycaemic agents (OHA). The mean preoperative FBS in the Frey’s procedure group was 122.46 mg/dl, with seven out of 13 being known as diabetic. The mean preoperative insulin dose in the LPJ group was 15.79 units and 10 units were the mean preoperative insulin dose in the Frey’s procedure group. The trends in FBS values in the LPJ group showed a small spike in the early postoperative period (two weeks) with a p-value of >0.05, and later on, it improved over 18 months of follow-up, reaching below the preoperative values (mean 109.38) (Table 3). It may be attributed to the reduction in ductal hypertension and the role of incretin. On the contrary, the FBS levels in the Frey’s procedure group revealed a significant spike in the early postoperative period (two weeks), with a mean sugar value of 148 mg/dl and a p-value of 0.01 (Table 4).
Table 3

Paired T-Test of Mean Pre- and Postoperative FBS for the LPJ Group

FBS: fasting blood sugar; LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

   T-ValueP-Value
Pair 1Preop FBS125.930.8450.413
Postop FBS 2 weeks131.14
Pair 2Preop FBS125.930.2870.779
Postop FBS 3 months123.14
Pair 3Preop FBS129.151.3700.196
Postop FBS 6 months114.23
Pair 4Preop FBS129.151.5370.150
Postop FBS 12 months110.77
Pair 5Preop FBS129.151.6890.117
Postop FBS 18 months109.38
Table 4

Paired T-Test of Mean Pre- and Postoperative FBS for Frey’s Procedure Group

FBS: fasting blood sugar; Preop: preoperative; Postop: postoperative

   T-ValueP-Value
Pair 1Preop FBS122.464.2190.01
Postop FBS 2 weeks148
Pair 2Preop FBS122.461.6890.117
Postop FBS 3 months135.62
Pair 3Preop FBS122.461.3700.196
Postop FBS 6 months134.77
Pair 4Preop FBS122.461.0970.294
Postop FBS 12 months132.38
Pair 5Preop FBS122.460.3930.698
Postop FBS 18 months126.31

Paired T-Test of Mean Pre- and Postoperative FBS for the LPJ Group

FBS: fasting blood sugar; LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

Paired T-Test of Mean Pre- and Postoperative FBS for Frey’s Procedure Group

FBS: fasting blood sugar; Preop: preoperative; Postop: postoperative The levels stayed well above the preoperative values over 18 months of follow-up. A trend of regaining the endocrine function was found but not going below the preoperative levels over 18 months and needed a longer duration of follow-up, which was beyond the scope of this study. The trends in HbA1c showed marginal improvement in the LPJ group over a six-month follow-up period (p-value 0.008) from the preoperative levels (Table 5).
Table 5

Paired T-Test for Pre- and Postoperative HbA1c for the LPJ Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

  HbA1cT-ValueP-Value
Pair 1Preop HbA1c6.8290.3460.735
Postop HbA1c 3 months6.871
Pair 2Preop HbA1c7.0083.1720.008
Postop HbA1c 6 months6.631

Paired T-Test for Pre- and Postoperative HbA1c for the LPJ Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative It needed further follow-up as data at 12 and 18 months were not uniformly available and hence not statistically analyzed. This may be attributed to the improved drainage, reduction in ductal hypertension, and possible incretin interplay. In Frey’s procedure group, postoperative HbA1c levels at three months revealed an increase, which can be attributed to the minor but significant loss of pancreatic tissue from the head, which continued to be on the higher side at the six-month follow-up (Table 6). Statistical significance cannot be established for this as the p-value was >0.05. Trends in mean insulin dosage showed a significant spike in the early postoperative period (two weeks) both in the LPJ (p-value 0.01) and Frey’s procedure group (0.01) (Tables 7-8). However, in the LPJ group, the insulin dose showed a reduction over the 18 months of follow-up, reaching below the mean preop insulin dose. While in the Frey’s procedure group, the postoperative insulin dose remained higher throughout the 18-month follow-up period (p-value <0.05).
Table 6

Paired T-Test for Pre- and Postoperative HbA1c for the Frey’s Procedure Group

Preop: preoperative; Postop: postoperative

 HbA1c level T-ValueP-Value
Pair 1Preop HbA1c6.6232.0470.063
Postop HbA1c 3 months6.908
Pair 2Preop HbA1c6.6231.3760.194
Postop HbA1c 6 months6.946
Table 7

Paired T-Test for Pre- and Postoperative Insulin Dose in the LPJ Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

   T-ValueP-Value
Pair 1Preop insulin dose15.794.1960.01
Postop insulin dose 3 months20.371
Pair 2Preop insulin dose16.46*1.7200.111
Postop insulin dose 6 months19.23
Pair 3Preop insulin dose16.46*2.9410.660
Postop insulin dose 12 months17.23
Pair 4Preop insulin dose16.46*5.1220.435
Postop insulin dose 18 months15.08
Table 8

Paired T-Test for Pre- and Postoperative Insulin Dose in the Frey’s Procedure Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

   T-ValueP-Value
Pair 1Preop insulin dose104.5440.01
Postop insulin dose 3 months16
Pair 2Preop insulin104.8790.001
Postop insulin dose 6 months16.77
Pair 3Preop insulin dose104.0860.002
Postop insulin dose 12 months15.69
Pair 4Preop insulin dose103.5180.004
Postop insulin dose 18 months15.08

Paired T-Test for Pre- and Postoperative HbA1c for the Frey’s Procedure Group

Preop: preoperative; Postop: postoperative

Paired T-Test for Pre- and Postoperative Insulin Dose in the LPJ Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

Paired T-Test for Pre- and Postoperative Insulin Dose in the Frey’s Procedure Group

LPJ: lateral pancreatojejunostomy; Preop: preoperative; Postop: postoperative

Discussion

This study was focused on the endocrine outcome of two surgical treatment modalities employed for the management of CCP: LPJ and Frey’s procedure. Both procedures are similar but differ in the amount of pancreatic tissue removed and indications. Frey’s procedure is useful in clinical scenarios where the head of the pancreas is studded with calculi along with ductal hypertension and removes a variable amount of pancreatic tissue amounting to almost 20-25 % while LPJ focuses on ductal decompression through ductal deroofing [11,12]. Classically, it was proved that the drainage procedures do not alter the diabetic status either in the early postoperative or late follow-up stages [13]. Distal pancreatectomy will compromise the endocrine function without affecting the exocrine functions at an earlier stage, and proximal pancreatectomy precipitates exocrine but not endocrine insufficiency [14]. The difference is attributable in part to the relative preponderance of islet cells in the body and tail of the pancreas. A recent study has shown that even without an operation, all patients with alcoholic (calcific) chronic pancreatitis develop both exocrine and endocrine failure within 5-10 years of the onset of disease [15]. The onset and progression of endocrine insufficiency closely parallel those of exocrine failure [16,17]. Clearly, the resection of the functionally compromised pancreas has the potential to adversely affect pancreatic function [18]. Various investigations were employed to estimate the pancreatic endocrine function, including the estimation of serum insulin, C-peptide and 24-hour urine C-peptide, and abnormal intravenous and oral glucose tolerance tests [19]. In this study, we had employed inexpensive and convenient investigation metrics like FBS and HbA1c and found that these tests adequately reflected the clinical status of the patients. Reflecting on earlier experiences, the exocrine function remains unchanged by drainage procedures (LPJ), with there being neither deterioration nor significant improvement (p-value >0.05) [20]. Contrary to the earlier belief that procedures in the head of the pancreas do not affect the endocrine function [21], patients in the Frey’s procedure group showed a statistically significant worsening of FBS in the early postoperative period and continued to be worse over 18 months of follow-up. Their HbA1c levels also corresponded to the observation. Insulin requirement was also increased over the follow-up period. Although the trend was falling, we need close observation over later years to find out the outcome, which is beyond the scope of this study. This may be attributed to the worsened exocrine function post-Frey's procedure influencing the glycemic control of the patient. Out of six nondiabetic patients, four required insulin postoperatively to control their glycemic levels, strongly complementing the results. Out of four nondiabetic patients who underwent LPJ, all four did not require insulin therapy at a 1.5-year follow-up.

Conclusions

LPJ has got a minimal effect on the diabetic status of nondiabetic patients. While Frey’s procedure leads to the marginal deterioration of diabetic status and increases in insulin dosage over the initial 18 months of follow-up in both diabetic and nondiabetic patients, LPJ provides marginal improvement of diabetic status and reduction in insulin dosage over 18 months of follow-up.
  19 in total

Review 1.  Chronic pancreatitis: A surgical disease? Role of the Frey procedure.

Authors:  Alexandra Roch; Jérome Teyssedou; Didier Mutter; Jacques Marescaux; Patrick Pessaux
Journal:  World J Gastrointest Surg       Date:  2014-07-27

2.  Surgical treatment of chronic pancreatitis using Frey's procedure: a Brazilian 16-year single-centre experience.

Authors:  Martinho Antonio Gestic; Francisco Callejas-Neto; Elinton Adami Chaim; Murillo Pimentel Utrini; Everton Cazzo; Jose Carlos Pareja
Journal:  HPB (Oxford)       Date:  2011-03-07       Impact factor: 3.647

3.  Prevalence of diabetes mellitus secondary to pancreatic diseases (type 3c).

Authors:  N Ewald; C Kaufmann; A Raspe; H U Kloer; R G Bretzel; P D Hardt
Journal:  Diabetes Metab Res Rev       Date:  2012-05       Impact factor: 4.876

Review 4.  Endocrine pancreatic insufficiency in chronic pancreatitis.

Authors:  Nicholas Angelopoulos; Christos Dervenis; Anastasia Goula; Grigorios Rombopoulos; Sarantis Livadas; Dimitrios Kaltsas; Victoria Kaltzidou; George Tolis
Journal:  Pancreatology       Date:  2005-04-20       Impact factor: 3.996

Review 5.  Diagnosis and treatment of diabetes mellitus in chronic pancreatitis.

Authors:  Nils Ewald; Philip D Hardt
Journal:  World J Gastroenterol       Date:  2013-11-14       Impact factor: 5.742

Review 6.  Evidence-based pancreatic head resection for pancreatic cancer and chronic pancreatitis.

Authors:  Markus Schäfer; Beat Müllhaupt; Pierre-Alain Clavien
Journal:  Ann Surg       Date:  2002-08       Impact factor: 12.969

Review 7.  Endocrine and Metabolic Insights from Pancreatic Surgery.

Authors:  Teresa Mezza; Chiara M A Cefalo; Francesca Cinti; Giuseppe Quero; Alfredo Pontecorvi; Sergio Alfieri; Jens J Holst; Andrea Giaccari
Journal:  Trends Endocrinol Metab       Date:  2020-08-20       Impact factor: 12.015

Review 8.  Chronic pancreatitis: review and update of etiology, risk factors, and management.

Authors:  Angela Pham; Christopher Forsmark
Journal:  F1000Res       Date:  2018-05-17

Review 9.  A tale of two pancreases: exocrine pathology and endocrine dysfunction.

Authors:  Michael R Rickels; Andrew W Norris; Rebecca L Hull
Journal:  Diabetologia       Date:  2020-09-07       Impact factor: 10.122

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