Anesthesia Drug Response Index in Obese Patients Using Perfusion Index + BIS: A Novel Composite Model

Main Article Content

Saba Arif
Muhammad Abdullah Shakeel
Urwadil Jamshed Ali
Aqeel Ahmad
Hafiz Muhammad Fawaad Bilal
Dure Shahwar

Abstract

Background: Obese patients undergoing general anesthesia are vulnerable to post-induction hypotension because obesity alters anesthetic drug distribution, autonomic tone, vascular reserve, and cardiopulmonary compensation. Bispectral index (BIS) and perfusion index (PI) are usually interpreted separately, although induction response involves simultaneous hypnotic, vascular, and hemodynamic changes. Objective: To determine whether peri-induction changes in BIS and PI, individually and as part of a composite Anesthesia Drug Response Index (ADRI), are associated with post-induction hypotension in obese adults undergoing elective surgery under general anesthesia. Methods: This prospective cohort study included 128 obese adult patients with BMI ≥30 kg/m². BIS, PI, MAP, and heart rate were recorded at baseline and during the first ten minutes after induction. Post-induction hypotension was defined as MAP reduction ≥20% from baseline, MAP <65 mmHg, or vasopressor requirement. Predictive performance of BIS fall, PI rise, baseline PI, and ADRI was evaluated using ROC analysis. Results: Post-induction hypotension occurred in 39 patients (30.5%). Hypotensive patients had higher BMI, more ASA III status, more hypertension, lower baseline MAP, and higher baseline PI. ADRI showed the strongest internal discrimination, with sensitivity 84.6%, specificity 80.9%, and AUC 0.86 at a cut-off score ≥7. Conclusion: Combined BIS and PI response assessment may improve early peri-induction risk classification in obese surgical patients. ADRI demonstrated promising internal discrimination but requires external validation before clinical implementation.

Article Details

Section

Articles

How to Cite

1.
Saba Arif, Muhammad Abdullah Shakeel, Urwadil Jamshed Ali, Aqeel Ahmad, Hafiz Muhammad Fawaad Bilal, Dure Shahwar. Anesthesia Drug Response Index in Obese Patients Using Perfusion Index + BIS: A Novel Composite Model. JHWCR [Internet]. 2026 Mar. 30 [cited 2026 Jun. 22];4(5):1-11. Available from: https://www.jhwcr.com/index.php/jhwcr/article/view/1825

References

1. Naeem U, Waheed A, Azeem Y, Awan MN. Effects of body mass index on propofol-induced cardiovascular depression in the Pakistani population. Pak J Med Sci. 2023;39(2):534-538. doi:10.12669/pjms.39.2.6787

2. Kaya C, Bilgin S, Cebeci GC, Tomak L. Anaesthetic management of patients undergoing bariatric surgery. J Coll Physicians Surg Pak. 2019;29(8):757-762. doi:10.29271/jcpsp.2019.08.757

3. Gnanasigamani JP, Balasubramanian A, Rathnasabapathy B, Pandian N, Periasamy P, Choudhary AK. Influence of BIS monitoring, obesity severity, and anesthetic agents on recovery outcomes in obese patients undergoing laparoscopic surgery: a multivariate analysis. Anaesth Pain Intensive Care. 2025;29(3):665-673. doi:10.35975/apic.v29i3.2762

4. Seyni-Boureima R, Zhang Z, Antoine MMLK, Antoine-Frank CD. A review on the anesthetic management of obese patients undergoing surgery. BMC Anesthesiol. 2022;22(1):98. doi:10.1186/s12871-022-01579-8

5. Hardt K, Wappler F. Anesthesia for morbidly obese patients. Dtsch Arztebl Int. 2023;120(46):779-785. doi:10.3238/arztebl.m2023.0216

6. Ingrande J, Brodsky JB, Lemmens HJM. Lean body weight scalar for the anesthetic induction dose of propofol in morbidly obese subjects. Anesth Analg. 2011;113(1):57-62. doi:10.1213/ANE.0b013e3181f6d9c0

7. Subramani Y, Riad W, Chung F, Wong J. Optimal propofol induction dose in morbidly obese patients: a randomized controlled trial comparing the bispectral index and lean body weight scalar. Can J Anaesth. 2017;64(5):471-479. doi:10.1007/s12630-017-0852-x

8. Xu G, Qiao N, Pan Y, Simayi A, Chen N. The appropriate dose of propofol for anesthesia induction in morbidly obese patients. Ann Palliat Med. 2020;9(4):1921-1927. doi:10.21037/apm-20-1223

9. Gürses E, Sungurtekin H, Tomatir E, Dogan H. Assessing propofol induction of anesthesia dose using bispectral index analysis. Anesth Analg. 2004;98(1):128-131. doi:10.1213/01.ANE.0000090314.43496.1D

10. Rüsch D, Arndt C, Eberhart L, Tappert S, Nageldick D, Wulf H. Bispectral index to guide induction of anesthesia: a randomized controlled study. BMC Anesthesiol. 2018;18(1):66. doi:10.1186/s12871-018-0522-8

11. Pandazi A, Bourlioti A, Kostopanagiotou G. Bispectral Index monitoring in morbidly obese patients undergoing gastric bypass surgery: experience in 23 patients. Obes Surg. 2005;15(1):58-62. doi:10.1381/0960892052993585

12. Myles PS, Leslie K, McNeil J, Forbes A, Chan MTV. Bispectral index monitoring to prevent awareness during anaesthesia: the B-Aware randomised controlled trial. Lancet. 2004;363(9423):1757-1763. doi:10.1016/S0140-6736(04)16300-9

13. Avidan MS, Zhang L, Burnside BA, Finkel KJ, Searleman AC, Selvidge JA, et al. Anesthesia awareness and the bispectral index. N Engl J Med. 2008;358(11):1097-1108. doi:10.1056/NEJMoa0707361

14. Lewis SR, Pritchard MW, Fawcett LJ, Punjasawadwong Y. Bispectral index for improving intraoperative awareness and early postoperative recovery in adults. Cochrane Database Syst Rev. 2019;9(9):CD003843. doi:10.1002/14651858.CD003843.pub4

15. Abdelhamid B, Yassin A, Ahmed A, Amin S, Abougabal A. Perfusion index-derived parameters as predictors of hypotension after induction of general anaesthesia: a prospective cohort study. Anaesthesiol Intensive Ther. 2022;54(1):34-41. doi:10.5114/ait.2022.113956

16. Hung KC, Liao SW, Kao CL, Huang YT, Wu JY, Lin YT, et al. The use of the perfusion index to predict post-induction hypotension in patients undergoing general anesthesia: a systematic review and meta-analysis. Diagnostics. 2024;14(16):1769. doi:10.3390/diagnostics14161769

17. Mohamed SA, Helmy MY, Khattab SA, Hossam AM, Arafa MS. Perfusion index as a predictor of hypotension after induction of general anesthesia in elderly patients: a prospective observational study. Egypt J Anaesth. 2023;39(1):619-625. doi:10.1080/11101849.2023.2238524

18. Gunashekar S, Kaushal A, Kumar A, Gupta P, Gupta N, Pooja CS. Comparison between perfusion index, pleth variability index, and pulse pressure variability for prediction of hypotension during major abdominal surgery under general anaesthesia: a prospective observational study. Indian J Anaesth. 2024;68(4):360-365. doi:10.4103/ija.ija_967_23

19. Reich DL, Hossain S, Krol M, Baez B, Patel P, Bernstein A, et al. Predictors of hypotension after induction of general anesthesia. Anesth Analg. 2005;101(3):622-628. doi:10.1213/01.ANE.0000175214.38450.91

20. Südfeld S, Brechnitz S, Wagner JY, Reese PC, Pinnschmidt HO, Reuter DA, et al. Post-induction hypotension and early intraoperative hypotension associated with general anaesthesia. Br J Anaesth. 2017;119(1):57-64. doi:10.1093/bja/aex127

21. Jor O, Maca J, Koutna J, Gemrotova M, Vymazal T, Litschmannova M, et al. Hypotension after induction of general anesthesia: occurrence, risk factors, and therapy. A prospective multicentre observational study. J Anesth. 2018;32(5):673-680. doi:10.1007/s00540-018-2532-3

22. Hojo T, Fujiwara Y, Nakano Y, Ueda T, Hayashi H, Hara T. Predictors of hypotension during anesthesia induction in patients with hypertension on medication: a retrospective observational study. BMC Anesthesiol. 2022;22(1):358. doi:10.1186/s12871-022-01899-9

23. Kendale S, Kulkarni P, Rosenberg AD, Wang J. Supervised machine-learning predictive analytics for prediction of postinduction hypotension. Anesthesiology. 2018;129(4):675-688. doi:10.1097/ALN.0000000000002374

24. Kawasaki S, Kiyohara C, Tokunaga S, Hoka S. Prediction of hemodynamic fluctuations after induction of general anesthesia using propofol in non-cardiac surgery: a retrospective cohort study. BMC Anesthesiol. 2018;18(1):167. doi:10.1186/s12871-018-0633-2

25. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP; STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology statement: guidelines for reporting observational studies. PLoS Med. 2007;4(10):e296. doi:10.1371/journal.pmed.0040296