Aortic Aneurysm Clinical Trial
— ASMOTOfficial title:
Retrospective Study for the Validation of an Automatic Software for Geometric Measurements of the Principal Arteries and Calcification Detection on Patients With Aortic Aneurysm.
NCT number | NCT05287828 |
Other study ID # | ASMOT |
Secondary ID | |
Status | Completed |
Phase | |
First received | |
Last updated | |
Start date | June 16, 2022 |
Est. completion date | May 4, 2023 |
Verified date | June 2023 |
Source | Nurea |
Contact | n/a |
Is FDA regulated | No |
Health authority | |
Study type | Observational |
The treatment of aortic aneurysms is today based on different indicators (diameters, lengths, angles, volumes of the arteries) measured on CT scan images. Several indicators are time consuming and complicatated to measure. They demand training and practice. Nurea is developing a software for automatic measurement of these indicators, PRAEVAorta® 2, to facilitate and assist the physician in his clinical routine. The purpose of this study is to compare the analysis realised by the software PRAEVAorta® 2 with the analysis realised by the healthcare professional on retrospective CT scan images. Contrasted and non-contrasted, pre-operation or post-operation CT scans from 50 patients will be analysed. The main objectif is to validate the accuracy of the software by demonstrating its adequacy to the standard method of analysis. The second objectives are the following: - Evaluate the security of the software PRAEVAorta® 2 - Evaluate the unanticipated risks related to the use of the software - Validate the accessory PRAEVAorta® Web We make the following assumption : 90% of the patients show 90% of adequacy to the healthcare professional analysis
Status | Completed |
Enrollment | 65 |
Est. completion date | May 4, 2023 |
Est. primary completion date | September 21, 2022 |
Accepts healthy volunteers | Accepts Healthy Volunteers |
Gender | All |
Age group | 18 Years and older |
Eligibility | Inclusion Criteria: - Male or female =18 years of age - Thoraco-abdominal Aneurysm - Thoracic aortic aneurysm - Or Infra-renal abdominal aortic aneurysm - Or Juxta renal abdominal aortic aneurysm - With or without calcification - With or without stent For part 2: patient treated by endurant (Medtronic) with sideways displacement during follow-up (more than 5mm) Exclusion Criteria: Patients with - Ruptured aneurysms, - Aortic dissections. |
Country | Name | City | State |
---|---|---|---|
France | Centre Hospitalier Universitaire Jean Minjoz | Besançon |
Lead Sponsor | Collaborator |
---|---|
Nurea |
France,
Ahmed S, Zimmerman SL, Johnson PT, Lai H, Kawamoto S, Horton KM, Fishman EK. MDCT interpretation of the ascending aorta with semiautomated measurement software: improved reproducibility compared with manual techniques. J Cardiovasc Comput Tomogr. 2014 Mar-Apr;8(2):108-14. doi: 10.1016/j.jcct.2013.12.009. Epub 2014 Jan 11. — View Citation
Ashton HA, Buxton MJ, Day NE, Kim LG, Marteau TM, Scott RA, Thompson SG, Walker NM; Multicentre Aneurysm Screening Study Group. The Multicentre Aneurysm Screening Study (MASS) into the effect of abdominal aortic aneurysm screening on mortality in men: a randomised controlled trial. Lancet. 2002 Nov 16;360(9345):1531-9. doi: 10.1016/s0140-6736(02)11522-4. — View Citation
Beales L, Wolstenhulme S, Evans JA, West R, Scott DJ. Reproducibility of ultrasound measurement of the abdominal aorta. Br J Surg. 2011 Nov;98(11):1517-25. doi: 10.1002/bjs.7628. Epub 2011 Aug 22. — View Citation
Bley TA, Chase PJ, Reeder SB, Francois CJ, Shinki K, Tefera G, Ranallo FN, Grist TM, Pozniak M. Endovascular abdominal aortic aneurysm repair: nonenhanced volumetric CT for follow-up. Radiology. 2009 Oct;253(1):253-62. doi: 10.1148/radiol.2531082093. Epub 2009 Jul 31. — View Citation
Caradu C, Spampinato B, Vrancianu AM, Berard X, Ducasse E. Fully automatic volume segmentation of infrarenal abdominal aortic aneurysm computed tomography images with deep learning approaches versus physician controlled manual segmentation. J Vasc Surg. 2021 Jul;74(1):246-256.e6. doi: 10.1016/j.jvs.2020.11.036. Epub 2020 Dec 9. — View Citation
Chaikof EL, Dalman RL, Eskandari MK, Jackson BM, Lee WA, Mansour MA, Mastracci TM, Mell M, Murad MH, Nguyen LL, Oderich GS, Patel MS, Schermerhorn ML, Starnes BW. The Society for Vascular Surgery practice guidelines on the care of patients with an abdominal aortic aneurysm. J Vasc Surg. 2018 Jan;67(1):2-77.e2. doi: 10.1016/j.jvs.2017.10.044. — View Citation
Claridge R, Arnold S, Morrison N, van Rij AM. Measuring abdominal aortic diameters in routine abdominal computed tomography scans and implications for abdominal aortic aneurysm screening. J Vasc Surg. 2017 Jun;65(6):1637-1642. doi: 10.1016/j.jvs.2016.11.044. Epub 2017 Feb 16. — View Citation
de Bruijne M, van Ginneken B, Viergever MA, Niessen WJ. Interactive segmentation of abdominal aortic aneurysms in CTA images. Med Image Anal. 2004 Jun;8(2):127-38. doi: 10.1016/j.media.2004.01.001. — View Citation
Ellis M, Powell JT, Greenhalgh RM. Limitations of ultrasonography in surveillance of small abdominal aortic aneurysms. Br J Surg. 1991 May;78(5):614-6. doi: 10.1002/bjs.1800780529. — View Citation
Georgakarakos E, Ioannou CV, Kamarianakis Y, Papaharilaou Y, Kostas T, Manousaki E, Katsamouris AN. The role of geometric parameters in the prediction of abdominal aortic aneurysm wall stress. Eur J Vasc Endovasc Surg. 2010 Jan;39(1):42-8. doi: 10.1016/j.ejvs.2009.09.026. Epub 2009 Nov 10. — View Citation
Ghouri M, Krajcer Z. Endoluminal abdominal aortic aneurysm repair: the latest advances in prevention of distal endograft migration and type 1 endoleak. Tex Heart Inst J. 2010;37(1):19-24. — View Citation
Houard X, Ollivier V, Louedec L, Michel JB, Back M. Differential inflammatory activity across human abdominal aortic aneurysms reveals neutrophil-derived leukotriene B4 as a major chemotactic factor released from the intraluminal thrombus. FASEB J. 2009 May;23(5):1376-83. doi: 10.1096/fj.08-116202. Epub 2009 Jan 9. — View Citation
Houard X, Rouzet F, Touat Z, Philippe M, Dominguez M, Fontaine V, Sarda-Mantel L, Meulemans A, Le Guludec D, Meilhac O, Michel JB. Topology of the fibrinolytic system within the mural thrombus of human abdominal aortic aneurysms. J Pathol. 2007 May;212(1):20-8. doi: 10.1002/path.2148. — View Citation
Jongkind V, Yeung KK, Akkersdijk GJ, Heidsieck D, Reitsma JB, Tangelder GJ, Wisselink W. Juxtarenal aortic aneurysm repair. J Vasc Surg. 2010 Sep;52(3):760-7. doi: 10.1016/j.jvs.2010.01.049. Epub 2010 Apr 10. — View Citation
Kauffmann C, Tang A, Therasse E, Giroux MF, Elkouri S, Melanson P, Melanson B, Oliva VL, Soulez G. Measurements and detection of abdominal aortic aneurysm growth: Accuracy and reproducibility of a segmentation software. Eur J Radiol. 2012 Aug;81(8):1688-94. doi: 10.1016/j.ejrad.2011.04.044. Epub 2011 May 20. — View Citation
Kritpracha B, Beebe HG, Comerota AJ. Aortic diameter is an insensitive measurement of early aneurysm expansion after endografting. J Endovasc Ther. 2004 Apr;11(2):184-90. doi: 10.1583/03-976.1. — View Citation
Lederle FA, Johnson GR, Wilson SE, Chute EP, Littooy FN, Bandyk D, Krupski WC, Barone GW, Acher CW, Ballard DJ. Prevalence and associations of abdominal aortic aneurysm detected through screening. Aneurysm Detection and Management (ADAM) Veterans Affairs Cooperative Study Group. Ann Intern Med. 1997 Mar 15;126(6):441-9. doi: 10.7326/0003-4819-126-6-199703150-00004. — View Citation
Lindholt JS, Vammen S, Juul S, Henneberg EW, Fasting H. The validity of ultrasonographic scanning as screening method for abdominal aortic aneurysm. Eur J Vasc Endovasc Surg. 1999 Jun;17(6):472-5. doi: 10.1053/ejvs.1999.0835. — View Citation
Long A, Rouet L, Lindholt JS, Allaire E. Measuring the maximum diameter of native abdominal aortic aneurysms: review and critical analysis. Eur J Vasc Endovasc Surg. 2012 May;43(5):515-24. doi: 10.1016/j.ejvs.2012.01.018. Epub 2012 Feb 14. — View Citation
Lopez-Linares K, Aranjuelo N, Kabongo L, Maclair G, Lete N, Ceresa M, Garcia-Familiar A, Macia I, Gonzalez Ballester MA. Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks. Med Image Anal. 2018 May;46:202-214. doi: 10.1016/j.media.2018.03.010. Epub 2018 Mar 27. — View Citation
Mell MW, Hlatky MA, Shreibati JB, Dalman RL, Baker LC. Late diagnosis of abdominal aortic aneurysms substantiates underutilization of abdominal aortic aneurysm screening for Medicare beneficiaries. J Vasc Surg. 2013 Jun;57(6):1519-23, 1523.e1. doi: 10.1016/j.jvs.2012.12.034. Epub 2013 Feb 12. — View Citation
Moll FL, Powell JT, Fraedrich G, Verzini F, Haulon S, Waltham M, van Herwaarden JA, Holt PJ, van Keulen JW, Rantner B, Schlosser FJ, Setacci F, Ricco JB; European Society for Vascular Surgery. Management of abdominal aortic aneurysms clinical practice guidelines of the European society for vascular surgery. Eur J Vasc Endovasc Surg. 2011 Jan;41 Suppl 1:S1-S58. doi: 10.1016/j.ejvs.2010.09.011. No abstract available. — View Citation
Nambi P, Sengupta R, Krajcer Z, Muthupillai R, Strickman N, Cheong BY. Non-contrast computed tomography is comparable to contrast-enhanced computed tomography for aortic volume analysis after endovascular abdominal aortic aneurysm repair. Eur J Vasc Endovasc Surg. 2011 Apr;41(4):460-6. doi: 10.1016/j.ejvs.2010.11.027. Epub 2010 Dec 31. — View Citation
Nicholls SC, Gardner JB, Meissner MH, Johansen HK. Rupture in small abdominal aortic aneurysms. J Vasc Surg. 1998 Nov;28(5):884-8. doi: 10.1016/s0741-5214(98)70065-5. — View Citation
Norman PE, Jamrozik K, Lawrence-Brown MM, Le MT, Spencer CA, Tuohy RJ, Parsons RW, Dickinson JA. Population based randomised controlled trial on impact of screening on mortality from abdominal aortic aneurysm. BMJ. 2004 Nov 27;329(7477):1259. doi: 10.1136/bmj.38272.478438.55. Epub 2004 Nov 15. Erratum In: BMJ. 2005 Mar 12;330(7491):596. — View Citation
Parr A, Jayaratne C, Buttner P, Golledge J. Comparison of volume and diameter measurement in assessing small abdominal aortic aneurysm expansion examined using computed tomographic angiography. Eur J Radiol. 2011 Jul;79(1):42-7. doi: 10.1016/j.ejrad.2009.12.018. Epub 2010 Jan 12. — View Citation
Parr A, McCann M, Bradshaw B, Shahzad A, Buttner P, Golledge J. Thrombus volume is associated with cardiovascular events and aneurysm growth in patients who have abdominal aortic aneurysms. J Vasc Surg. 2011 Jan;53(1):28-35. doi: 10.1016/j.jvs.2010.08.013. — View Citation
Powell JT, Brown LC, Forbes JF, Fowkes FG, Greenhalgh RM, Ruckley CV, Thompson SG. Final 12-year follow-up of surgery versus surveillance in the UK Small Aneurysm Trial. Br J Surg. 2007 Jun;94(6):702-8. doi: 10.1002/bjs.5778. — View Citation
Powell JT, Sweeting MJ, Brown LC, Gotensparre SM, Fowkes FG, Thompson SG. Systematic review and meta-analysis of growth rates of small abdominal aortic aneurysms. Br J Surg. 2011 May;98(5):609-18. doi: 10.1002/bjs.7465. Epub 2011 Mar 17. — View Citation
Prinssen M, Verhoeven EL, Verhagen HJ, Blankensteijn JD. Decision-making in follow-up after endovascular aneurysm repair based on diameter and volume measurements: a blinded comparison. Eur J Vasc Endovasc Surg. 2003 Aug;26(2):184-7. doi: 10.1053/ejvs.2002.1892. — View Citation
Riambau V, Bockler D, Brunkwall J, Cao P, Chiesa R, Coppi G, Czerny M, Fraedrich G, Haulon S, Jacobs MJ, Lachat ML, Moll FL, Setacci C, Taylor PR, Thompson M, Trimarchi S, Verhagen HJ, Verhoeven EL, Esvs Guidelines Committee, Kolh P, de Borst GJ, Chakfe N, Debus ES, Hinchliffe RJ, Kakkos S, Koncar I, Lindholt JS, Vega de Ceniga M, Vermassen F, Verzini F, Document Reviewers, Kolh P, Black JH 3rd, Busund R, Bjorck M, Dake M, Dick F, Eggebrecht H, Evangelista A, Grabenwoger M, Milner R, Naylor AR, Ricco JB, Rousseau H, Schmidli J. Editor's Choice - Management of Descending Thoracic Aorta Diseases: Clinical Practice Guidelines of the European Society for Vascular Surgery (ESVS). Eur J Vasc Endovasc Surg. 2017 Jan;53(1):4-52. doi: 10.1016/j.ejvs.2016.06.005. No abstract available. — View Citation
Satta J, Laara E, Juvonen T. Intraluminal thrombus predicts rupture of an abdominal aortic aneurysm. J Vasc Surg. 1996 Apr;23(4):737-9. doi: 10.1016/s0741-5214(96)80062-0. No abstract available. — View Citation
Scott RA, Wilson NM, Ashton HA, Kay DN. Influence of screening on the incidence of ruptured abdominal aortic aneurysm: 5-year results of a randomized controlled study. Br J Surg. 1995 Aug;82(8):1066-70. doi: 10.1002/bjs.1800820821. — View Citation
Scott SW, Batchelder AJ, Kirkbride D, Naylor AR, Thompson JP. Late Survival in Nonoperated Patients with Infrarenal Abdominal Aortic Aneurysm. Eur J Vasc Endovasc Surg. 2016 Oct;52(4):444-449. doi: 10.1016/j.ejvs.2016.05.008. Epub 2016 Jun 30. — View Citation
Singh K, Jacobsen BK, Solberg S, Bonaa KH, Kumar S, Bajic R, Arnesen E. Intra- and interobserver variability in the measurements of abdominal aortic and common iliac artery diameter with computed tomography. The Tromso study. Eur J Vasc Endovasc Surg. 2003 May;25(5):399-407. doi: 10.1053/ejvs.2002.1856. — View Citation
Speelman L, Schurink GW, Bosboom EM, Buth J, Breeuwer M, van de Vosse FN, Jacobs MH. The mechanical role of thrombus on the growth rate of an abdominal aortic aneurysm. J Vasc Surg. 2010 Jan;51(1):19-26. doi: 10.1016/j.jvs.2009.08.075. Epub 2009 Nov 27. — View Citation
Stenbaek J, Kalin B, Swedenborg J. Growth of thrombus may be a better predictor of rupture than diameter in patients with abdominal aortic aneurysms. Eur J Vasc Endovasc Surg. 2000 Nov;20(5):466-9. doi: 10.1053/ejvs.2000.1217. — View Citation
Szilagyi DE, Elliott JP, Smith RF. Clinical fate of the patient with asymptomatic abdominal aortic aneurysm and unfit for surgical treatment. Arch Surg. 1972 Apr;104(4):600-6. doi: 10.1001/archsurg.1972.04180040214036. No abstract available. — View Citation
Taha AA, Hanbury A. Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool. BMC Med Imaging. 2015 Aug 12;15:29. doi: 10.1186/s12880-015-0068-x. — View Citation
Tonnessen BH, Sternbergh WC 3rd, Money SR. Mid- and long-term device migration after endovascular abdominal aortic aneurysm repair: a comparison of AneuRx and Zenith endografts. J Vasc Surg. 2005 Sep;42(3):392-400; discussion 400-1. doi: 10.1016/j.jvs.2005.05.040. — View Citation
van Keulen JW, van Prehn J, Prokop M, Moll FL, van Herwaarden JA. Potential value of aneurysm sac volume measurements in addition to diameter measurements after endovascular aneurysm repair. J Endovasc Ther. 2009 Aug;16(4):506-13. doi: 10.1583/09-2690.1. — View Citation
Vorp DA, Vande Geest JP. Biomechanical determinants of abdominal aortic aneurysm rupture. Arterioscler Thromb Vasc Biol. 2005 Aug;25(8):1558-66. doi: 10.1161/01.ATV.0000174129.77391.55. — View Citation
Walker TG, Kalva SP, Yeddula K, Wicky S, Kundu S, Drescher P, d'Othee BJ, Rose SC, Cardella JF; Society of Interventional Radiology Standards of Practice Committee; Interventional Radiological Society of Europe; Canadian Interventional Radiology Association. Clinical practice guidelines for endovascular abdominal aortic aneurysm repair: written by the Standards of Practice Committee for the Society of Interventional Radiology and endorsed by the Cardiovascular and Interventional Radiological Society of Europe and the Canadian Interventional Radiology Association. J Vasc Interv Radiol. 2010 Nov;21(11):1632-55. doi: 10.1016/j.jvir.2010.07.008. Epub 2010 Sep 29. No abstract available. — View Citation
Wanhainen A, Verzini F, Van Herzeele I, Allaire E, Bown M, Cohnert T, Dick F, van Herwaarden J, Karkos C, Koelemay M, Kolbel T, Loftus I, Mani K, Melissano G, Powell J, Szeberin Z, Esvs Guidelines Committee, de Borst GJ, Chakfe N, Debus S, Hinchliffe R, Kakkos S, Koncar I, Kolh P, Lindholt JS, de Vega M, Vermassen F, Document Reviewers, Bjorck M, Cheng S, Dalman R, Davidovic L, Donas K, Earnshaw J, Eckstein HH, Golledge J, Haulon S, Mastracci T, Naylor R, Ricco JB, Verhagen H. Editor's Choice - European Society for Vascular Surgery (ESVS) 2019 Clinical Practice Guidelines on the Management of Abdominal Aorto-iliac Artery Aneurysms. Eur J Vasc Endovasc Surg. 2019 Jan;57(1):8-93. doi: 10.1016/j.ejvs.2018.09.020. Epub 2018 Dec 5. No abstract available. Erratum In: Eur J Vasc Endovasc Surg. 2020 Mar;59(3):494. — View Citation
Wever JJ, Blankensteijn JD, Th M Mali WP, Eikelboom BC. Maximal aneurysm diameter follow-up is inadequate after endovascular abdominal aortic aneurysm repair. Eur J Vasc Endovasc Surg. 2000 Aug;20(2):177-82. doi: 10.1053/ejvs.1999.1051. — View Citation
Wyss TR, Brown LC, Powell JT, Greenhalgh RM. Rate and predictability of graft rupture after endovascular and open abdominal aortic aneurysm repair: data from the EVAR Trials. Ann Surg. 2010 Nov;252(5):805-12. doi: 10.1097/SLA.0b013e3181fcb44a. — View Citation
* Note: There are 46 references in all — Click here to view all references
Type | Measure | Description | Time frame | Safety issue |
---|---|---|---|---|
Primary | orthogonal maximum diameter of the aorta (mm) | 3 months | ||
Primary | Thoraco-Aortic lengths of the aorta (in mm) | Proximal neck length
Infrarenal Aortic length Left common Iliac artery length Right common Iliac artery length |
3 months | |
Primary | Infrarenal volume of the aorta (in cm3) | Volume circulating
Intraluminal thrombus volume Total volume |
3 months | |
Primary | Aorta and iliacs diameters at several places (in mm) | Aortic diameter above the uppermost renal artery
Upper proximal Neck Diameter Neck Diameter 5mm under the lower renal Neck Diameter 10mm under the lower renal Neck Diameter 15mm under the lower renal Neck diameter 20mm under the lower renal Lower proximal Neck Diameter Proximal right common Iliac artery Diameter Middle right common iliac artery Diameter Distal right common Iliac artery Diameter Distal right external iliac artery Diameter Proximal left common Iliac artery Diameter Middle left common iliac artery Diameter Distal left common iliac artery Diameter Distal left external Iliac Diameter Aortic bifurcation diameter |
3 months | |
Primary | Suprarenal angulation (in hour and degree) | Angle between the suprarenal aorta and the neck | 3 months | |
Primary | Infrarenal angulation (in hour and degree) | Angle between the neck and aneurysm | 3 months | |
Secondary | Healthcare professional trust questionnaire | Do the professional trust or not the result returned by the software ? Yes or No reported in the CRF | 2 days | |
Secondary | Scan analyse time from segmentation to measurements | Time for analysis by the surgeon from segmentation to measurements Time for analysis by the automatique software from segmentation to measurement | 3 months | |
Secondary | Unanticipated risks | Risks that haven't been anticipated by Nurea, related to the use of the software | 3 days | |
Secondary | Number of male and female | the patient sex is collected in the CRF | 1 day | |
Secondary | Number of patient per age | the patient age is collected in the CRF | 1 day |
Status | Clinical Trial | Phase | |
---|---|---|---|
Recruiting |
NCT04149600 -
Identification of Genetic Causes of Calcific Aortic Valve Disease
|
||
Enrolling by invitation |
NCT04035356 -
HAART Annuloplasty Device Valve Repair Registry
|
||
Recruiting |
NCT02729064 -
Intraoperative Nasal Insulin Effect on Plasma and CSF Insulin Concentration and Blood Glucose
|
Phase 1 | |
Completed |
NCT02467062 -
Implementation of Non-size Markers Derived From 4D Flow MRI of Patients With Aortic Disease.
|
N/A | |
Completed |
NCT02283307 -
Dual Energy CT Urography With Reduced Iodinated Contrast
|
N/A | |
Completed |
NCT01678261 -
X-chromosome Inactivation, Epigenetics and the Transcriptome
|
N/A | |
Terminated |
NCT01055275 -
Cook Iliac Branch Graft Post-market Registry
|
N/A | |
Completed |
NCT00615888 -
Fast Track Management in Elective Open Infrarenal Aortic Aneurysm Repair
|
N/A | |
Completed |
NCT03510793 -
Microcirculation and Anesthesia in Vascular Surgery
|
||
Completed |
NCT03207568 -
RE-GENERATION: The Safety and Performance of the Relay Pro and Relay NBS Pro Stent-graft Devices in the European Union (EU)
|
N/A | |
Recruiting |
NCT05073991 -
Incidence of Mortality and Complications After Lung Surgery, Open Thoracic Aortic Repair, TEVAR, EVAR.
|
||
Not yet recruiting |
NCT01918969 -
Reference Values of Circulating Endothelial Progenitor Cells
|
N/A | |
Not yet recruiting |
NCT01918982 -
Circulating Endothelial Progenitor Cells and Aortic Aneurysm
|
N/A | |
Completed |
NCT02000544 -
Clinical Evaluation of a Modular Extracorporeal Circulation Circuit
|
N/A | |
Completed |
NCT01256372 -
An Trial of Two Dosing Regimens of AP214 for the Prevention of Kidney Injury in Patients Undergoing Cardiac Surgery
|
Phase 2 | |
Recruiting |
NCT00661518 -
PET/CT Imaging of Aneurysm Wall Inflammation
|
N/A | |
Completed |
NCT00094575 -
Standard Open Surgery Versus Endovascular Repair of Abdominal Aortic Aneurysm (AAA)
|
Phase 4 | |
Recruiting |
NCT04471909 -
NEXUS Aortic Arch Clinical Study to Evaluate Safety and Effectiveness
|
N/A | |
Recruiting |
NCT05603520 -
Phenotyping Heterogeneity and Regionality of the Aorta
|
||
Completed |
NCT03727542 -
Influence of Short AV Delay Permanent Pacing on Matrix Metalloproteinase Levels
|
N/A |