Literature DB >> 34349599

Evaluation of Celiac Trunk, Hepatic Artery Variations, and Their Collateral Arteries by Multi-Slice Computed Tomography.

Fatih Cankal1, Mustafa Kaya2, Mehmet Ali Guner3.   

Abstract

OBJECTIVES: Celiac Trunk (CT) is a vital artery and the first unmatched branch of the abdominal aorta, providing blood to upper abdominal structures, particularly the liver, stomach, and spleen. It is essential to know its anatomy in terms of pancreas, spleen, gallbladder, liver surgeries, and interventional radiological procedures such as chemoembolization. The aim of our study is to contribute to the literature with the measurements of distances between the diaphragmatic crus and vascular structures with their diameters, which have been studied insufficiently, and to detect the possible relationships between vascular variations and collateral branches.
METHODS: Imaging findings of 200 patients (114 males and 86 females), who underwent Multi-Section Computed Tomography examination with various indications in our center between June 2016 and July 2020, were retrospectively analyzed. The statistical relations between CT and Hepatic Artery variations, collateral formations, age, and gender were evaluated with the Spearman's Rho Correlation Coefficient Test.
RESULTS: The distance between the crus of diaphragm and CT was 4-60 mm (mean 24.3 mm), the distance between CT and superior mesenteric artery (SMA) was 2.5-35 mm (mean 8.6 mm), CT diameter was 4.6-9.4 mm (mean 7.3 mm), and the main hepatic artery diameter was 2.4-5.8 mm (mean 4.1 mm). There was no correlation in our study between CT, Hepatic Artery variations, and their collaterals (r in range of -20,124-0.116, p>0.05). It can be said that in cases of the single accessory left hepatic artery originating from the left gastric artery, such as Michel's Type V and Type VIII, collaterals between common hepatic artery and SMA were relatively more frequent (p=0.1).
CONCLUSION: Our study contributed to the literature by measuring the distance between diaphragmatic crus-vascular structures, which has been little studied in the past. Frequencies of CT and Hepatic Artery variations that have been detected in our study are similar to the results of the previous studies with non-malignancy patient groups. Copyright:
© 2021 by The Medical Bulletin of Sisli Etfal Hospital.

Entities:  

Keywords:  Anatomical variation; celiac trunk; collateralization; hepatic artery

Year:  2021        PMID: 34349599      PMCID: PMC8298081          DOI: 10.14744/SEMB.2021.90698

Source DB:  PubMed          Journal:  Sisli Etfal Hastan Tip Bul        ISSN: 1302-7123


Celiac trunk (CT) is the first unpaired branch of the abdominal aorta and it is essential for surgeries as providing blood for upper abdominal structures, especially the liver, stomach, and spleen. Pre-operative detection of the celiac artery and its branch common hepatic artery (CHA) variations helps to prevent unexpected bleeding or ischemia and to ensure the most effective results in planning interventional radiological procedures such as chemoembolization.[1-4] Digital subtraction angiography (DSA) is still accepted as the gold standard in demonstrating vascular structures; however, it is now used much less frequently due to the fact that it is an invasive procedure that has the risks of serious complications. At present, multi-slice computed tomography (MSCT) examination is primarily preferred instead.[5] In our study, variations of CT and hepatic arteries with possible collateralizations in patients who had MSCT images due to colorectal carcinoma were examined. Our research is primarily concerned with radiological anatomy. The reason we chose colorectal cancer patients as the study group is to see if the frequency of variations in the celiac artery, hepatic artery, and their collaterals differs between patients with colorectal cancer and healthy people. If the variation and collateral frequencies differ, we hoped to make predictions about what might be causing this difference and to spark a preliminary discussion for future studies that could be conducted with different groups.

Methods

This study was approved by the Local Ethics Committee (74791132-604.01.01/722). A total of 200 patients (114 males and 86 females), who were diagnosed with a colorectal cancer and had not undergone any surgery involving the celiac or superior mesenteric arteries, scanned with MSCT for various indications in our center between June 2016 and July 2020 were included in the study. The age range of the patients was between 22 and 88 years and MSCT images were evaluated retrospectively by two radiologists. The examinations were performed with General Electric IQ™ 32-Detector Spiral MSCT device with 120–130 kV tube voltage using 200–360 mAs value within 1.25 mm section thickness. All patients were administered 1.5–2 ml/kg non-ionic contrast agent at 3–5 ml/s rate, and the images were taken in the arterial and portal phases after the intravenous contrast agent. Inferior phrenic arteries, CT, and superior mesenteric artery (SMA) were defined in the images. Then, the distances between diaphragmatic crus and separation point of CT from aorta and between CT and SMA were measured. In addition, the diameters of CT and CHA were included to the measurements. The variations of CT and hepatic arteries were evaluated, respectively. Branching pattern of CT was distinguished according to the Uflacker’s Classification, while the variations of hepatic arteries were categorized with the Michels’ and Hiatt’s classification.[6-8] The presence and arising points of common inferior phrenic artery (CIPA), right inferior phrenic artery (RIPA), and left inferior phrenic artery (LIPA) were recorded. Collateral arteries were identified.

Statistical Analysis

The statistical relations between CT and CHA variations, collateral formations, age, and gender were evaluated with the Spearman’s Rho Correlation Coefficient Test. All statistical analyses were performed with the SPSS™ version 22 software (IBM Corporation NY, USA), and the level of significance was taken as α=0.05.

Results

The mean age was 62.78 years, the standard deviation was 11.42 years, the interquartile range was between 57 and 70 years. The distance between the diaphragm crus and CT varied considerably, ranging from 4 mm to 60 mm (mean 24.3 mm). The distance between the CT and SMA was between 2.5 mm and 35 mm (mean 8.6 mm). The diameters of CT and CHA were 4.6–9.4 mm (mean 7.3 mm) and 2.4–5.8 mm (mean 4.1 mm), respectively. The types and frequency of celiac artery variations according to the Uflacker classification are summarized in Table 1. The types and frequency of hepatic artery variations according to the Michels and Hiatt classifications are shown in Tables 2 and 3.
Table 1

Distribution of celiac artery variations by Uflacker classification

TypeVariationNumber (%)
IComplete trifurcation185 (92.5)
Classical74 (37.0)
Non-classical111 (55.5)
IIHepatosplenic trunk2 (1.0)
IIIHepatogastric trunk1 (0.5)
IVHepato spleno gastric trunk1 (0.5)
VGastrosplenic trunk7 (3.5)
VICeliacomesenteric trunk2 (1.0)
VIICeliacocolic trunk0 (0.0)
VIIIAbsence of celiac trunk2 (1.0)
Total200 (100.0)
Table 2

Distribution of hepatic artery variations by Michels classification. LHA, RHA, LGA, SMA, and CHA

TypeVariationNumber (%)
INormal pattern115 (57.5)
IIReplaced LHA from LGA19 (9.5)
IIIReplaced RHA from SMA22 (11/0)
IVReplaced RHA and LHA8 (4.0)
VAccessory LHA20 (10.0)
VIAccessory RHA2 (1.0%)
VIIAccessory RHA and LHA3 (1.5%)
VIIIReplaced RHA or LHA with other hepatic artery being an accessory one4 (2.0)
IXCHA as a branch of SMA3 (1.5)
XCHA as a branch of LGA0 (0.0)
Out of theCHA as a branch of Aorta4 (2.0)
Michels
classification
Total200 (100.0)

LHA: Left hepatic artery; RHA: Right hepatic artery; LGA: Left gastric artery; SMA: Superior mesenteric artery; CHA: Common hepatic artery.

Table 3

Distribution of hepatic artery variations by Hiatt classification. LHA, RHA, SMA, and CHA

TypeVariationNumber (%)
INormal pattern115 (57.5)
IIReplaced or accessory LHA39 (19.5)
IIIReplaced or accessory RHA24 (12.0)
IVReplaced or accessory LHA and RHA15 (7.5)
VCHA as a branch of SMA3 (1.5)
VICHA as a branch of Aorta4 (2.0)
Total200 (100.0)

LHA: Left hepatic artery; RHA: Right hepatic artery; SMA: Superior mesenteric artery; CHA: Common hepatic artery.

Distribution of celiac artery variations by Uflacker classification Distribution of hepatic artery variations by Michels classification. LHA, RHA, LGA, SMA, and CHA LHA: Left hepatic artery; RHA: Right hepatic artery; LGA: Left gastric artery; SMA: Superior mesenteric artery; CHA: Common hepatic artery. Distribution of hepatic artery variations by Hiatt classification. LHA, RHA, SMA, and CHA LHA: Left hepatic artery; RHA: Right hepatic artery; SMA: Superior mesenteric artery; CHA: Common hepatic artery. Collateralization was found in 30 cases (15%). These anastomoses were observed between the branches of SMA and the branches of CHA in 20 cases (10%), the branches of splenic artery (SA) and the branches of SMA in six cases (3%), the branches of left gastric artery (LGA), and the branches of SMA in four cases (2%). According to the Michel’s classification, CHA-SMA collateralization was detected in nine of the 116 Type I variations, in one of the 21 Type II variations, in two of the 23 Type III variations, in two of the eight Type IV variations, in five of the 20 Type V variations, and in one of the four Type VIII variations. No collateral formations were found in cases with Type VI, Type VII, and Type IX variations. No statistical correlation was detected between variations of celiac artery-hepatic artery variations, and age or gender. Moreover, there were no correlations between celiac artery-hepatic artery variations, and collateral formations (r in range of −0.124–0.116, p>0.05). Statistically, the lowest p value (p=0.1) was found between CHA-SMA collaterals and Michel’s variations.

Discussion

DSA is considered the gold standard in the assessment of vascular structures. However, in some variations, it is also possible that some structures may be overlooked because the vascular structure originates from points far from the expected localizations in selective angiography.[9] Also in MSCT examinations, the vascular structures can be shown in detail with short-term breath-holding. The form of CT stated in anatomical textbooks consisting of LGA, CHA, and SA is called complete CT. While all three branches rise at the same point in the classical appearance, this is not as common as one of these three branches separated earlier which is called non-classical complete CT. Normal mesenteric vascular anatomy consists of three branches separated from the aorta. These branches are CT, SMA, and inferior mesenteric artery. CT is generally divided into three branches. The first branch is LGA. The second branch is the SA, giving rise to the dorsal and caudal pancreatic arteries, short gastric arteries, left gastroepiploic artery, and posterior gastric artery branches. The third and other major branch is CHA and the first branch of CHA is the gastroduodenal artery (GDA). After the GDA branch, the right gastric artery and the right hepatic artery (RHA) and left hepatic artery (LHA) branches are separated.[10] The type described by Vesalius in 1543 is in the form of non-classical CT and showed LGA as the branch of SA.[11] In 1928, Adachi and Hasebe first classified the variations on CT and its branches,[12] Michel’s grouped these variations into ten main groups.[7] The reason why the variation rates were higher in some cadaveric studies compared to radiological studies may be attributed to the insufficiency of opacification of very thin vessels. However, in some evaluations, it is argued that radiological studies are more advanced in showing variations.[13] Von Haller, a Swiss anatomist, and physiologist were the first to describe CT branches and their variation and in some references, this structure is still called the Tripus Halleri.[14] CT variations have been reported between 9% and 13% in large series. Aslaner et al. showed the presence of 13.4% CIPA, 32.4% RIPA, and 42.2% LIPA rising from CT.[15] Incomplete CT subtypes were reported with a rate of 1.7–25.3%, and gastrosplenic trunk (GST) (3–4%), hepatosplenic trunk (HST) (2–5%), and hepatogastric trunk (HGT) was found to be <1%. The absence of CT has been reported to be between 0.19% and 0.4%.[16] Celiacomesenteric trunk (CMT) varies between 0.3% and 0.62%, and incomplete CMT between 0.16% and 0.37%.[13,17] Celiacomesenteric anastomoses were found between 0.04% and 0.13%.[13] There are other variations for the CT that is not included in the known classifications.[18,19] The similarity of vascular variation frequencies in patients with colorectal cancer who underwent abdominal MSCT examinations with groups without malignancy suggests that vascular variations are not associated with the development of malignancy. In the review publication of Matusz, it was shared that the absence of CT was reported as 0–2% (mean 0.11) in cadaver dissection studies, 0–1.11% (mean 0.35) in surgical series, and 0.1–1% (mean 0.12) in radiological studies.[17] (Fig. 1)
Figure 1

Absence of Celiac Trunk (a) CHA and SA’s separation from the aorta (b) LGA’s separation from the aorta (the same patient), black arrow: CHA, black arrowhead: SA, white arrow: LGA. CHA: Common hepatic artery, SA: Splenic artery, LGA: Left gastric artery.

Absence of Celiac Trunk (a) CHA and SA’s separation from the aorta (b) LGA’s separation from the aorta (the same patient), black arrow: CHA, black arrowhead: SA, white arrow: LGA. CHA: Common hepatic artery, SA: Splenic artery, LGA: Left gastric artery. After Adachi and Hasebe classified the CT variations in 1928, Morita classified the absence of CT in 1935. Dilli-Babu and Khrab evaluated the CT variations in 16 types, and they aimed to complete the missing aspects of the previous classifications with the addition of CIPA, RIPA, and LIPA variations that were not included in the previous classification. However, the variations like the rare presence of arteries (such as the middle colic artery or suprarenal artery), or variations such as CHA, which do not participate in the pentafurcation in the cadaver instead of the classical trifurcation by Nossol et al., did not find a place in this classification.[12,20-22] While Ferrari et al. reported the rate of normal trifurcation as 56.7%, and normal CHA as 60%.[23] De Cecco et al. found the variation rate as 34% in hepatic arteries.[24] The least reported variation among incomplete CT variations is the gastrosplenomesenteric trunk, which we did not encounter in our cases either. In the description of Bergman et al., except for variations reported in many other publications, one branch of the CT can pass through the esophageal hiatus to feed the lower middle quadrant of the right lung, or in the absence of one of the CT branches, it can emerge as a common root with the inferior phrenic artery and can be replaced by the right middle adrenal artery and right gastroepiploic artery or, more rarely, by another branch.[25] Anastomoses are one of the variations that are not emphasized much in MSCT studies. These anastomoses can be parietal or visceral. Parietal collaterals are defined by inferior phrenic arteries, while visceral ones are defined within middle colic, gastroduodenal, and pancreatic arteries.[13,26] There is only one study of anastomoses formed by inferior phrenic arteries.[15] The arc of Buhler (celiacomesenteric anastomosis) has been reported as a remnant of ventral anastomoses and is between SMA and CT or its branches. Dubel et al. determined that the short arc widened by bending in the case of CT stenosis or aneurysmal dilatation.[27,28] In the MSCT angiography study by Ognjanovic et al., the arc of Buhler was imaged in 3% of cases.[29] In Whitley et al.’s meta-analysis, the presence of this arc with a pooled prevalence of 1.71%; contributes to the continuation of the vitality, especially by ensuring the continuity of liver blood supply.[13] We believe that if the presence of this arch is seen in radiological imaging methods, this should be reported in the reporting. Other than the arc of Buhler, collaterals can be seen between the superior pancreaticoduodenal artery, which is the GDA branch, and the lower pancreaticoduodenal artery, which is the SMA branch, or between the SMA and the aberrant middle colic artery, if the aberrant middle colic artery is derived from the CT branches.[10,30] In the cadaveric study of Pinal-Garcia et al., normal CT was reported as 43.6%, classical type 7.1%, and non-classical type 36.4%.[31] Araujo-Neto et al. found normal CT as 90%, Farghadani et al. found 63.9%, and Clement et al. found the normal CT frequency to be 90.5% in their cadaveric and radiological studies.[32-34] An incomplete trunk can be defined as the absence of one of these three branches or originating from another origin. In this case, it is seen as GST (Fig. 2) HST (Fig. 3), or HGT. In cases, where the CT is not seen, these three arteries may originate from various structures. The division of the CT with the SMA as a single root from the aorta is also called the CMT (Fig. 4).
Figure 2

(a) GST originated LHA (b) SMA originated RHA (the same patient), white arrow: GST, white arrow head: LHA, black arrow: SMA, black arrowhead: RHA. GST: Gastrosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, RHA: Right hepatic artery.

Figure 3

(a) HST (Sagittal MIP image) (b) accessory LHA (the same patient), black arrow: SMA, black arrowhead: HST, white arrow: CHA, white arrowhead: LGA, thin white arrow: Accessory LHA. HST: Hepatosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, LGA: Left gastric artery, CHA: Common hepatic artery.

Figure 4

Complete CMT (a) sagittal MIP image (b) 3D image (the same patient) black arrow: CMT, white arrow: CT, white arrow head: SMA. CMT: Celiaco-mesenteric trunk, SMA: Superior mesenteric artery, CT: Celiac Trunk.

(a) GST originated LHA (b) SMA originated RHA (the same patient), white arrow: GST, white arrow head: LHA, black arrow: SMA, black arrowhead: RHA. GST: Gastrosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, RHA: Right hepatic artery. (a) HST (Sagittal MIP image) (b) accessory LHA (the same patient), black arrow: SMA, black arrowhead: HST, white arrow: CHA, white arrowhead: LGA, thin white arrow: Accessory LHA. HST: Hepatosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, LGA: Left gastric artery, CHA: Common hepatic artery. Complete CMT (a) sagittal MIP image (b) 3D image (the same patient) black arrow: CMT, white arrow: CT, white arrow head: SMA. CMT: Celiaco-mesenteric trunk, SMA: Superior mesenteric artery, CT: Celiac Trunk. In 1994, Hiatt reported that the classification of Michel’s could be shortened in the form of five major types and six very rare variants, and called the variation in which CHA, which is not in the Michel’s classification, was directly separated from the aorta, as Type VI.[6] Michel’s classification does not include only CHA, RHA, and LHA arising from the aorta. Hiatt’s classification does not include the variations in which the RHA or LHA arises from the aorta and the variations in which the accessory arteries arise from the aorta (Fig. 5).
Figure 5

Variation not included in the Michels classification (a) GST and aorta originated CHA (b) LHA’s separation from SMA (the same patient), black arrow: GST, black arrowhead: RHA, white arrow: LHA, white arrowhead: SMA. GST: Gastrosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, RHA: Right hepatic artery, CHA: Common hepatic artery.

Variation not included in the Michels classification (a) GST and aorta originated CHA (b) LHA’s separation from SMA (the same patient), black arrow: GST, black arrowhead: RHA, white arrow: LHA, white arrowhead: SMA. GST: Gastrosplenic trunk, LHA: Left hepatic artery, SMA: Superior mesenteric artery, RHA: Right hepatic artery, CHA: Common hepatic artery. Michels determined that the classical trifurcation stated in textbooks is found in only 55% of the population. Michels opposed the attribution of variational arteries related to hepatic arteries as accessories. Michels stated that these arteries are end-arteries, that if sacrificed, it will cause necrosis, and emphasized the importance of LHA originating from LGA or RHA originating from SMA being the only vessel that feeds this region and used the term replace. Besides hepatic arteries do not form anastomosis in the liver. Collaterals between CT and SMA in mesenteric vascular structures are reported to be quite incomplete in MSCT studies, and their presence may be overlooked in examination reports. However, its effect on blood supply is certain (Fig. 6). Collateralization with phrenic arteries has been reported most frequently in the literature. Although no correlation was found between CT, hepatic artery variations, and collaterals in our study, it can be said that collaterals between CHA and SMA are seen relatively more common in cases of the single accessory LHA originating from the LGA such as Michel Type V and Type VIII.
Figure 6

Collateral branch separating from superior mesenteric artery (white arrow).

Collateral branch separating from superior mesenteric artery (white arrow). Vascular anatomy should be known before the operation to use the liver tissue taken from the living donor and to maintain supply of the remaining part in the donor in liver transplantations performed frequently today.[35] Our rates of hepatic artery variation are similar to those of Ugurel et al., who found the most frequency of variations in the literature (48%) and reported rates in the Turkish population like ours.[36] In the previous studies; however, these rates varied between 16% and 42%. This situation suggests that there may be more prominent ethnic differences than expected. CT diameters are measured in fewer papers, and the findings of cadaver and MSCT studies are similar.[32,37,38] Since cadaver studies are a more prominent method in terms of showing the distal continuity of very thin vessels, detailed studies in large series to evaluate collaterals will contribute to the detailed examination of the mesenteric arterial system. Compared to the previous literature, the relatively high incidence of collateral in our patient group could be secondary to ethnic differences, new collateral growth in colorectal cancer patients, atherosclerosis due to the relatively advanced age in our study group, even dietary habits. Therefore, we think that the assessment of collateral development in various age groups and patient groups would be informative.

Conclusion

The frequency of the CT and hepatic artery variations we detected in our study is parallel to the data of previous cadaver studies, operation findings, angiography, and MSCT. It has been accepted that the similarity of these rates means that the frequency of variation is not different in colorectal cancer patients. It was aimed to contribute to the literature with diameter and distance measurements that were rarely studied before. In addition, attention was drawn to the presence of collateral arteries in this study. It was thought that the frequency of celiacomesenteric anastomoses should be studied in various age and patient groups and in larger series.
  23 in total

1.  Anatomic variations of the hepatic arteries in 250 patients studied with 64-row CT angiography.

Authors:  Carlo Nicola De Cecco; Riccardo Ferrari; Marco Rengo; Pasquale Paolantonio; Fabrizio Vecchietti; Andrea Laghi
Journal:  Eur Radiol       Date:  2009-05-27       Impact factor: 5.315

2.  Duplicated hepatic artery: radiologic and surgical implications.

Authors:  J H Fasel; M Muster; P Gailloud; G Mentha; F Terrier
Journal:  Acta Anat (Basel)       Date:  1996

Review 3.  The celiac axis revisited: anatomic variants, pathologic features, and implications for modern endovascular management.

Authors:  Richard D White; Jonathan R Weir-McCall; Carl M Sullivan; Syed A R Mustafa; Phey M Yeap; Matthew J Budak; Thiru A Sudarshan; Ian A Zealley
Journal:  Radiographics       Date:  2015-04-17       Impact factor: 5.333

4.  Variations of the celiac trunk investigated by multidetector computed tomography: Systematic review and meta-analysis with clinical correlations.

Authors:  Adam Whitley; Martin Oliverius; Petr Kocián; Lukáš Havlůj; Robert Gürlich; David Kachlík
Journal:  Clin Anat       Date:  2020-02-18       Impact factor: 2.414

5.  Anatomical variations of hepatic arterial system, coeliac trunk and renal arteries: an analysis with multidetector CT angiography.

Authors:  M S Ugurel; B Battal; U Bozlar; M S Nural; M Tasar; F Ors; M Saglam; I Karademir
Journal:  Br J Radiol       Date:  2010-06-15       Impact factor: 3.039

Review 6.  Inferior phrenic artery: anatomy, variations, pathologic conditions, and interventional management.

Authors:  Dong Il Gwon; Gi-Young Ko; Hyun-Ki Yoon; Kyu-Bo Sung; Jae Moung Lee; Seok Jong Ryu; Myong Hee Seo; Jae-Chan Shim; Ghi Jai Lee; Ho Kyun Kim
Journal:  Radiographics       Date:  2007 May-Jun       Impact factor: 5.333

Review 7.  Surgical anatomy of the hepatic arteries in 1000 cases.

Authors:  J R Hiatt; J Gabbay; R W Busuttil
Journal:  Ann Surg       Date:  1994-07       Impact factor: 12.969

8.  Variations in the Origin of Inferior Phrenic Arteries and Their Relationship to Celiac Axis Variations on CT Angiography.

Authors:  Ramazan Aslaner; Yeliz Pekcevik; Hilal Sahin; Onur Toka
Journal:  Korean J Radiol       Date:  2017-02-07       Impact factor: 3.500

9.  Middle Colic Artery Originating from the Gastroduodenal Artery Discovered during a Whipple.

Authors:  Mei Li M Kwong; Jeffrey Pelton
Journal:  Case Rep Surg       Date:  2019-02-11

10.  The Celiac Trunk and Its Anatomical Variations: A Cadaveric Study.

Authors:  David F Pinal-Garcia; Carlos M Nuno-Guzman; Maria E Gonzalez-Gonzalez; Tomas R Ibarra-Hurtado
Journal:  J Clin Med Res       Date:  2018-02-18
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  1 in total

1.  Unraveling Variations in Celiac Trunk and Hepatic Artery by CT Angiography to Aid in Surgeries of Upper Abdominal Region.

Authors:  Kapil Kumar Malviya; Ashish Verma; Amit Kumar Nayak; Anand Mishra; Raghunath Shahaji More
Journal:  Diagnostics (Basel)       Date:  2021-12-03
  1 in total

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