Thowprasert et al.
The Predictive Factors Associated with Longer Operative Time in
Weerayut Thowprasert, M.D. FRCST, Saritphat Orrapin, M.D. FRCST
Department of Surgery, Faculty of Medicine, Thammasat University, Thammasat University Hospital, Pathum Thani 12120, Thailand.
ABSTRACT
Objective: The difficult laparoscopic cholecystectomy (LC) is defined as the presence of one of the following conditions including prolonged operative time, conversion to open cholecystectomy or significant blood loss. At present, there is no evidence of predictive factors related to longer operative time in
Materials and Methods: A retrospective study was conducted of patients with benign gallbladder disease who underwent SILC in Thammasat University Hospital between October 2014 and December 2020. Patients’ records were reviewed. Primary outcomes were preoperative predictive factors associated with DSLC. Secondary outcomes were perioperative and
Results: 592 SILC procedures were categorized as 80 DSLC and 512
Conclusion: Obesity, abdominal pain, chronic cholecystitis, contracted gallbladder and calcified gallbladder were preoperative predictive factors. Surgeons should perform the SILC procedure carefully when predictive factors are identified.
Keywords: Laparoscopic cholecystectomy;
laparoscopic cholecystectomy (Siriraj Med J 2021; 73:
INTRODUCTION
Laparoscopic cholecystectomy (LC) can reduce pain and surgical scar after surgery.1 Single incision laparoscopic cholecystectomy (SILC) is the LC procedure that has the least number of incisions. It was reported for the first time by Navara et al.2 without difference
in the overall rate of complications, including biliary tract injury, bile leakage and wound infection, when compared with conventional LC. The cosmetic result of SILC was superior to that of conventional LC.3 However, some reports revealed that SILC had a higher incidence of incisional hernia than conventional LC.4,5 The SILC
Corresponding author: Saritphat Orrapin
Received 28 May 2021 Revised 8 August 2021 Accepted 14 August 2021 ORCID ID:
672 Volume 73, No.10: 2021 Siriraj Medical Journal |
procedure may not be familiar to the surgeon which may take longer operative time and higher perioperative complication rates than conventional LC.6
There were a lot of predictive factors of difficult LC in conventional LC
The aim of our study was to investigate predictive factors affecting the difficulty of SILC. The predictive factors included baseline characteristic and demographic data, clinical presentation, and preoperative ultrasound
MATERIALS AND METHODS
Study design and participants
Retrospective data of patients who underwent SILC in Thammasat University Hospital between October 2014 and December 2020 were reviewed. The inclusion criteria were patients who had indications for cholecystectomy, including: (1) symptomatic gallstone, (2) acute cholecystitis, (3) chronic cholecystitis, (4) gallbladder polyp size more than 1 centimeters or increasing size during imaging surveillance,22 (5) calcified gallbladder,23 and (6) biliary dyskinesia.24 The exclusion criteria included: (1) the patients with malignant gallbladder or suspected gallbladder malignancy by preoperative presentation and imaging, (2) an LC procedure which required additional intraoperative procedures, including choledocholithotomy, choledochoscope or cholangiography and, (3) patients who failed to follow up in the 3 months after the SILC procedure. The patient’s characteristics, clinical presentation,
The criteria to categorize as difficult SILC procedure and outcomes
The difficult SILC is defined as the presence of one of the following conditions including prolonged operative duration, conversion from LC to open cholecystectomy or significant blood loss, biliovascular injury. The incidence of significant blood loss and biliovascular injury of our study is very low. So, the operative time which is the important determinant to categorize the difficulty of LC procedure were used in this study. SILC
Original Article SMJ
procedure was performed as a standard technique by a single surgeon who was highly experienced in the LC procedure (more than 1,000 cases of LC in 10 years). The operative time is the determinant to categorize
the difficulty of LC procedure6,8,11,13. Difficult LC was identified for each surgeon when the operative time for a procedure exceeded 1.5 times the surgeon’s individual base time. Patients were classified into two groups:
The primary outcomes objectives were pre- operative predictive factors which included (1) baseline characteristic and demographic data, including old age, male gender, obesity by body mass index ((BMI (kilograms (kgs) per square meters (m2) ≥ 25 kg/m2, diabetes mellitus (DM), dyslipidemia (DLP) (2) the clinical presentation, including symptomatic gallstones, suspected acute cholecystitis (acute cholecystitis by clinical diagnosis at the same admission of SILC operation), history of acute cholecystitis (subside cholecystitis), common bile duct (CBD) stone, history of endoscopic retrograde cholangiopancreatography (ERCP), gallstone (GS) pancreatitis, GS cholangitis, acute cholecystitis and (3) preoperative ultrasound findings including thickening of gallbladder wall, definited acute cholecystitis, chronic cholecystitis, gangrenous cholecystitis, adenomyosis, gallbladder polyps, contracted gallbladder, calcified gallbladder, CBD dilatation. Symptomatic gallstones were included dyspepsia and abdominal pain at any time during follow- up before the SILC operation. The dyspepsia was a non- specific pain in the epigastrium area. The abdominal pain refers to dull aching in the upper part abdomen which specific to biliary colic without evidence of pancreatitis, cholangitis, or cholecystitis. The chronic cholecystitis from the ultrasound imaging was used the clinical correlation to establish the diagnosis of U/S. The SILC was performed via transumbilical incision. The Calot’s triangle has been identified for the exposed cystic duct and artery to obtain a critical view of safety. After ligating of cystic duct and cystic artery by clip, the gallbladder was dissected from the liver bed and removed through Alexis® retractor. The pathologic studies were confirmed all of the ultrasonographic results reports.
In postoperative care, patients were monitored for
Volume 73, No.10: 2021 Siriraj Medical Journal 673 |
Thowprasert et al.
postoperative complications. Most of the patients were discharged within 24 hours after surgery and followed up 2 weeks, 6 weeks, and 3 months postoperatively. The
Sample size calculation
The strong predictive factors for difficult SILC including BMI, history of acute cholecystitis and gallbladder wall thickening were used to calculated sample size. Retrospective data of predictors that affected the difficulty of SILC (measured by operative time) were used to calculate the power of the sample size under
0.05alpha error and 0.02 beta
Statistical analysis
The associations between baseline characteristic and demographic data, clinical presentation, and preoperative predictive factors were assessed and presented in percentage or mean with standard deviation (SD). Student’s
RESULTS
A total of 592 SILC procedures were included in this study. The mean operative time with SD was 53.44
±22.86 minutes. The distribution of operative time data was an asymmetric pattern. The median (interquartile range) of operative time in all SILC procedure is 48 (38, 62) minutes. So, the threshold of DSLC by operative time was 48 x 1.5 = 72 minutes.6 512 (86.5%) patients were classified as NDSLC and 80 (13.5%) patients were classified as DSLC.6 None of the SILC procedures required conversion to open cholecystectomy.
Baseline characteristic and demographic data between NDSLC and DSLC are shown in Table 1. DSLC was more often associated with male gender. (p = 0.015).
The DSLC group had higher BMI than the NDSLC group (27.74 ± 5.70 vs 25.31 ± 4.42, p < 0.001). The weight and height parameters were higher in the DSLC group when compared with the NDSLC group. The distribution of clinical presentation is given in Table 2.
Multivariate logistic regression analysis showed 5 significant predictive factors (Table 3). BMI and clinical presentation of abdominal pain were statistically significant predictive factors that influenced the difficulty of SILC procedures (95%CI 0.002 – 0.084, p = 0.041 and
RR2.35, 95%CI 1.236 – 4.466, p = 0.009, respectively). The preoperative ultrasound findings, which were significant predictive factors are presented in Table 3. Calcified gallbladder showed the highest RR of 14.08 (RR 14.08, 95%CI 1.822 – 108.771, p = 0.011). Contracted gallbladder and chronic cholecystitis were also predictive factors with RR of 13.79 and 3.64, respectively (RR = 13.79, 95%CI 14.512 – 42.193, p < 0.001 and RR = 3.64, 95%CI 1.413 – 9.403, p = 0.007, respectively).
The adverse outcomes of SILC procedures were reported in Table 4. The adverse outcomes which were more frequent in DSLC procedure included bile leakage, cystic artery injury and wound infection. At the end of the
DISCUSSION
Our study demonstrated high BMI as the one of predictive factor for difficult SILC procedure. Recent studies have reported that high BMI is associated with difficult LC.7,11,15,17,18 Obesity increases abdominal wall thickness and mesenteric fat volume.27 Hassan technique for
Abdominal pain was found to be associated with
674 Volume 73, No.10: 2021 Siriraj Medical Journal |
Original Article SMJ
TABLE 1. Comparison of patients’ demographic and clinical data between NDSLC and DSLC groups.
|
NDSLC |
DSLC |
||||
|
(n1 = 512) |
(n2 = 80) |
|
|||
Age (years ± SD) |
58.68 ± 14.16 |
61.06 ± 15.31 |
0.167 |
|||
|
|
|
|
|
||
Male gender |
149 (29.1%) |
34 |
(42.5%) |
0.015 |
||
|
|
|
|
|||
Weight (kg ± SD) |
64.74 ± 13.50 |
72.46 ± 13.74 |
<0.001 |
|||
|
|
|
|
|||
Height (cm ± SD) |
159.57 ± 8.56 |
161.95 ± 7.09 |
0.019 |
|||
|
|
|
|
|||
BMI (kg/m2 ± SD) |
25.31 ± 4.42 |
27.74 ± 5.70 |
<0.001 |
|||
|
|
|
|
|
|
|
Underlying disease |
|
|
|
|
|
|
DM |
102 (19.92%) |
17 |
(21.25%) |
0.782 |
||
HTN |
203 (39.65%) |
36 |
(45.00%) |
0.364 |
||
DLP |
212 (41.41%) |
32 |
(40%) |
0.812 |
||
CAD |
14 |
(2.73%) |
3 |
(3.75%) |
0.613 |
|
Thalassemia |
12 |
(2.34%) |
3 |
(3.75%) |
0.456 |
|
|
|
|
|
|
|
|
CKD |
10 |
(1.95%) |
2 |
(2.50%) |
0.746 |
|
Asthma |
9 (1.76%) |
1 |
(1.25%) |
0.743 |
||
|
|
|
|
|
|
|
Other |
48 |
(9.38%) |
12 |
(15.00%) |
0.121 |
|
|
|
|
|
|
|
|
Blood thinner used |
|
|
|
|
|
|
Antiplatelet |
57 |
(11.13%) |
9 |
(11.25%) |
0.975 |
|
Anticoagulant |
4 (0.75%) |
0 |
(0%) |
0.427 |
||
Median operative time (minutes) |
46 |
|
94.5 |
<0.001 |
||
|
|
|
|
|
|
|
Abbreviations: kg, kilograms; m, meters; cm, centimeters; NDSLC,
the difficult SILC. Abdominal pain is more present in patients who categorized as DSLC (55%). Abdominal pain is known to be symptomatic of gallstones and multiple episodes of cholecystitis.6,17,18 Recurrent episodes of inflammation can create adhesion around peritoneal cavity which increase the difficulty of the SILC procedure.6,9,16
Chronic cholecystitis, contracted and calcified gallbladder were associated with DSLC procedure due to long operative time. These predictive factors which can be identified preoperatively by ultrasound were caused by chronic, repeated episodes of inflammation.9 Previous studies have reported association between chronic cholecystitis and the difficulty of LC.29,30 That contracted gallbladder is related to difficult LC procedure has also been reported in previous studies.31,32 The calcification of
the gallbladder wall is a variant of chronic cholecystitis and inflammatory scarring of the wall. Likewise with abdominal pain symptom, the chronic inflammation parameters lead to surrounding adhesion of Calot’s triangle and gallbladder wall.7,11,13,17,18,20 Thus, chronic cholecystitis, contracted gallbladder and calcified gallbladder on preoperative ultrasound finding can predict the difficulty of SILC procedure.
A lot of previous studies have reported relationships between gallbladder wall thickening ≥ 4 mm and the difficulty of SILC.7,11,13,17,18,20 In our study, we collected data of gallbladder wall thickening and cholecystitis factors. So, we did not compare DSLC procedure with the factor of isolated gallbladder wall thickening without any evidence of inflammation on clinical and imaging results. Previous studies have revealed that cholecystitis is
Volume 73, No.10: 2021 Siriraj Medical Journal 675 |
Thowprasert et al.
TABLE 2. Clinical presentation and preoperative ultrasound finding |
between |
|
NDSLC and |
DSLC groups. |
||
|
|
|
|
|||
Variables |
NDSLC |
DSLC |
||||
|
(n1 = 512) |
(n2 = 80) |
|
|||
|
|
|
|
|
|
|
Clinical presentation |
|
|
|
|
|
|
Dyspepsia |
495 (96.68%) |
79 |
(98.75%) |
0.316 |
||
Abdominal pain |
199 (38.87%) |
44 |
(55.00%) |
0.006 |
||
History of acute cholecystitis |
25 (4.88%) |
13 |
(16.25%) |
<0.001 |
||
CBD stone |
15 (2.93%) |
12 |
(15.00%) |
<0.001 |
||
History of ERCP |
13 (2.54%) |
10 |
(12.5%) |
<0.001 |
||
GS pancreatitis |
6 |
(1.17%) |
4 |
(5.00%) |
0.013 |
|
GS cholangitis* |
3 |
(0.59%) |
3 |
(3.75%) |
0.009 |
|
Suspected acute cholecystitis** |
0 |
(0%) |
3 |
(3.75%) |
<0.001 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
GS |
492 (96.09%) |
80 |
(100%) |
0.072 |
||
Gallbladder wall thickening ≥ 4 mm |
51 (9.96%) |
21 |
(26.25%) |
<0.001 |
||
Definite acute cholecystitis*** |
2 |
(0.39%) |
2 |
(2.50%) |
0.032 |
|
Gangrenous cholecystitis |
0 |
(0%) |
1 |
(1.25%) |
0.011 |
|
Chronic cholecystitis**** |
21 (4.10%) |
12 |
(15.00%) |
<0.001 |
||
Adenomyosis |
30 (5.86%) |
6 |
(7.50%) |
0.568 |
||
Gallbladder polyp |
45 (8.79%) |
5 |
(6.25%) |
0.447 |
||
Contracted gallbladder |
7 |
(1.37%) |
15 |
(18.75%) |
<0.001 |
|
Calcified gallbladder |
2 |
(0.39%) |
5 |
(6.25%) |
<0.001 |
|
CBD dilatation |
8 |
(1.56%) |
8 |
(10.00%) |
<0.001 |
|
|
|
|
|
|
|
|
*Systemic inflammation (fever and/or chills or laboratory data) + cholestasis (Jaundice or Laboratory data) + imaging (biliary dilatation or evidence of the etiology on imaging), **Clinical diagnosis (local signs of inflammation (murphy’s sign or right upper quadrant mass/pain/ tenderness) + systemic signs of inflammation (fever or elevated
Abbreviations: NDSLC,
related to the difficulty of LC
The adverse outcomes of the study, which significantly related to DSLC included intraoperative bile leakage and cystic artery injury. The DSLC from adhesion and inflammation of Calot’s triangle had a high risk of major biliovascular injury during SILC.6,7,17 In addition, biliovascular injury may have increased operative time for controlling bile leakage or stopping bleeding. Wound infections were reported more in
DSLC procedure but there was no correlation between wound infection and intraoperative biliary leakage. Cystic artery injury and bile leakage can be managed via laparoscopic technique without open conversion.
676 Volume 73, No.10: 2021 Siriraj Medical Journal |
Original Article SMJ
TABLE 3. Multivariate analysis of influencing predictive factors on difficulty of SILC procedures.
Variables |
Relative risk |
95% Confidence |
||
|
(RR) |
interval (CI) |
|
|
Male gender |
0.79 |
0.419 |
– 1.502 |
0.477 |
|
|
|
|
|
Weight (kg) |
N/A |
0.029 |
- 0.004 |
0.136 |
Height (cm) |
N/A |
0.003 |
– 0.023 |
0.131 |
|
|
|
|
|
Obesity (BMI ≥ 25 kg/m2) |
1.72 |
1.125 |
– 2.639 |
0.041a |
Clinical presentation |
|
|
|
|
Abdominal pain |
2.35 |
1.236 |
– 4.466 |
0.009a |
History of acute cholecystitis |
1.82 |
0.616 |
– 5.406 |
0.277 |
CBD stone |
2.76 |
0.431 |
– 17.660 |
0.283 |
History of ERCP |
0.62 |
0.063 |
– 6.029 |
0.679 |
GS pancreatitis |
2.59 |
0.286 |
– 23.399 |
0.397 |
GS cholangitis* |
2.35 |
0.235 |
– 23.524 |
0.467 |
Suspected acute cholecystitis** |
N/A |
N/A |
|
N/A |
|
|
|
|
|
|
|
|
|
|
Gallbladder wall thickening ≥ 4 mm |
1.44 |
0.657 |
– 3.154 |
0.362 |
Definite acute cholecystitis*** |
N/A |
N/A |
|
N/A |
Gangrenous cholecystitis |
N/A |
N/A |
|
N/A |
Chronic cholecystitis**** |
3.64 |
1.413 |
– 9.403 |
0.007a |
Contracted gallbladder |
13.79 |
4.512 |
– 42.193 |
< 0.001a |
Calcified gallbladder |
14.08 |
1.822 |
– 108.771 |
0.011a |
CBD dilatation |
3.92 |
0.637 |
– 24.133 |
0.140 |
|
|
|
|
|
*Systemic inflammation (fever and/or chills or laboratory data) + cholestasis (Jaundice or Laboratory data) + imaging (biliary dilatation or evidence of the etiology on imaging), **Clinical diagnosis (local signs of inflammation (murphy’s sign or right upper quadrant mass/pain/ tenderness) + systemic signs of inflammation (fever or elevated
Abbreviations: N/A, not applicable; kg, kilograms; m, meters; cm, centimeters; BMI, body mass index; a P < 0.05, statistically significant
TABLE 4. Adverse outcomes between NDSLC and DSLC groups.
Variables |
NDSLC |
DSLC |
SUM |
||||
|
(n1 = 512) |
(n2 = 80) |
(n=592) |
|
|||
Intraoperative complication |
|
|
|
|
|
|
|
Intraoperative bile leakage |
0 |
(0%) |
1 |
(1.25%) |
1 |
(0.17%) |
0.011 |
Cystic artery injury |
0 |
(0%) |
1 |
(1.25%) |
1 |
(0.17%) |
0.011 |
Other critical adverse events* |
0 |
(0%) |
0 |
(0%) |
0 |
(0%) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Wound infection |
4 |
(0.78%) |
4 |
(5.00%) |
8 |
(1.35%) |
0.002 |
Incisional hernia |
1 |
(0.20%) |
0 |
(0%) |
1 |
(0.17%) |
0.692 |
|
|
|
|
|
|
|
|
*common hepatic duct, common bile duct, hepatic artery proper injury.
Abbreviations: NDSLC,
Volume 73, No.10: 2021 Siriraj Medical Journal 677 |
Thowprasert et al.
experience (operator dependent). SILC may not be recommended if performed by a relatively inexperienced laparoscopic surgeon or trainee.
The significant preoperative predictive factors for DSLC included BMI (obese), abdominal pain symptom, chronic cholecystitis, contracted gallbladder, and calcified gallbladder.
CONCLUSION
DSLC depends on individual operative time and experience of surgeons. The predictive factors which determine the difficulty of SILC procedure were concordant with conventional LC. Obesity, abdominal pain, chronic cholecystitis, contracted and calcified gallbladder were significant preoperative predictive factors for DSLC. Surgeons should perform the SILC procedure carefully by surgeon who was highly experienced in the LC procedure when predictive factors are identified. Wound infection and biliovascular injury were the major adverse outcomes of the DSLC procedure.
ACKNOWLEDGEMENT
The research group in surgery, Faculty of Medicine, Thammasat University.
REFERENCES
1.Van den Boezem PB, Velthuis S, Lourens HJ, Cuesta MA, Sietses C.
2.Navarra G, Pozza E, Occhionorelli S, Carcoforo P, Donini I.
3.Qu
4.Arezzo A, Passera R, Forcignanò E, Rapetti L, Cirocchi R, Morino M.
5.Hoyuela C, Juvany M, Guillaumes S, Ardid J, Trias M, Bachero I, et al.
6.Bourgouin S, Mancini J, Monchal T, Calvary R, Bordes J, Balandraud P. How to predict difficult laparoscopic
cholecystectomy? Proposal for a simple preoperative scoring system. Am J Surg
7.Wakabayashi G, Iwashita Y, Hibi T, Takada T, Strasberg SM, Asbun HJ, et al. Tokyo Guidelines 2018: surgical management of acute cholecystitis: safe steps in laparoscopic cholecystectomy for acute cholecystitis (with videos). J Hepatobiliary Pancreat Sci
8.Wu T, Luo M, Guo Y, Bi J, Guo Y, Bao S. Role of procalcitonin as a predictor in difficult laparoscopic cholecystectomy for acute cholecystitis case: A retrospective study based on the TG18 criteria. Sci Rep 2019;9:10976.
9.Nidoni R, Udachan TV, Sasnur P, Baloorkar R, Sindgikar V, Narasangi B. Predicting difficult laparoscopic cholecystectomy based on clinicoradiological assessment. J Clin Diagn Res
10.Chong JU, Lee JH, Yoon YC, Kwon KH, Cho JY, Kim SJ, et al. Influencing factors on postoperative hospital stay after laparoscopic cholecystectomy. Korean J Hepatobiliary Pancreat Surg
11.Randhawa JS, Pujahari AK. Preoperative prediction of difficult lap chole: a scoring method. Indian J Surg
12.Hayama S, Ohtaka K, Shoji Y, Ichimura T, Fujita M, Senmaru N, et al. Risk factors for difficult laparoscopic cholecystectomy in acute cholecystitis. JSLS 2016;20:e2016.00065.
13.StanisicV,MilicevicM,KocevN,StanisicB.Aprospectivecohort
study for prediction of difficult laparoscopic cholecystectomy. Ann Med Surg (Lond)
14.SeehawongU,SumritpraditP,KrutsriC,SinghatatP,Thampongsa T, P T. Risk factors of difficult laparoscopic cholecystectomy for acute cholecystitis in acute care surgery patients. J Med Assoc Thai 2019;102:56.
15.Poonkeaw T. Predicting Factors of the difficult laparoscopic cholecystectomy in Phatthalung Hospital. Region 11 Medical Journal
16.Inoue K, Ueno T, Douchi D, Shima K, Goto S, Takahashi M, et al. Risk factors for difficulty of laparoscopic cholecystectomy in grade II acute cholecystitis according to the Tokyo guidelines 2013. BMC Surgery 2017;17:114.
17.Elgammal AS, Elmeligi MH, Koura MMA. Evaluation of preoperative predictive factors for difficult laparoscopic cholecystectomy. Int Surg J
18.Yassein T, Iyoab I, Sallam A, Gomaa M, Sadek A, Osman M, et al. Predicting the risk factors of difficult laparoscopic cholecystectomy step by step. Egypt J Surg
19.DiBuonoG,RomanoG,GaliaM,AmatoG,MaienzaE,Vernuccio F, et al. Difficult laparoscopiccholecystectomy and preoperative predictive factors. Sci Rep 2021;11:2559.
20.Saleem
21.Ferrarese A, Gentile V, Bindi M, Rivelli M, Cumbo J, Solej M, et al. The learning curve of laparoscopic cholecystectomy in general surgery resident training: old age of the patient may be a risk factor? Open Med (Wars)
22.Joong Choi C, Roh YH, Kim MC, Choi HJ, Kim YH, Jung GJ.
23.Tomioka T, Inoue K, Onizuka S, Ikematsu Y, Kanematsu T. Laparoscopic cholecystectomy is a safe procedure for the
678 Volume 73, No.10: 2021 Siriraj Medical Journal |
Original Article SMJ
treatment of porcelain gallbladder. Endoscopy 1997;29:225.
24.Toouli J. Biliary Dyskinesia. Curr Treat Options Gastroenterol
25.Chow SC, Shao J, Wang H. Sample size calculations in clinical research, 2 ed. New York: John Wiley & Sons, 2008.
26.VonElmE,Dg.A,EggerM,PocockS,GøtzscheP,Vandenbroucke JP. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. J Clin Epidemiol
27.TiongL,OhJ.Safetyandefficacy ofa laparoscopic cholecystectomy in the morbid and super obese patients. HPB (Oxford) 2015;
28.Lyu Y, Cheng Y, Wang B, Zhao S, Chen L.
Endosc
29.Bat O. The analysis of 146 patients with difficult laparoscopic cholecystectomy. Int J Clin Exp Med
30.GuptaN,RanjanG,AroraMP,GoswamiB,ChaudharyP,Kapur A, et al. Validation of a scoring system to predict difficult laparoscopic cholecystectomy. International Journal of Surgery
31.Lal P, Agarwal PN, Malik VK, Chakravarti AL. A difficult laparoscopic cholecystectomy that requires conversion to open procedure can be predicted by preoperative ultrasonography. JSLS
32.VivekMAKM,AugustineAJ,RaoR.Acomprehensivepredictive scoring method for difficult laparoscopic cholecystectomy. J Minim Access Surg
Volume 73, No.10: 2021 Siriraj Medical Journal 679 |