Ethnicity and OPRM Variant Independently Predict Pain Perception and Patient-Controlled Analgesia Usage for Post-Operative Pain
Open accessAbstract
Background: Morphine consumption can vary widely between individuals even for identical surgical procedures. As mu-opioid receptor (OPRM1) is known to modulate pain perception and mediate the analgesic effects of opioid compounds in the central nervous system, we examined the influence of two OPRM polymorphisms on acute post-operative pain and morphine usage in women undergoing elective caesarean delivery. Results: Data on self-reported pain scores and amount of total morphine use according to patient-controlled analgesia were collected from 994 women from the three main ethnic groups in Singapore. We found statistically significant association of the OPRM 118A>G with self-administered morphine during the first 24-hour postoperative period both in terms of total morphine (p = 1.7 × 10 −5 ) and weight-adjusted morphine (p = 6.6 × 10 −5 ). There was also significant association of this OPRM variant and time-averaged self-rated pain scores (p = 0.024). OPRM 118G homozygotes used more morphine and reported higher pain scores than 118A carriers. Other factors which influenced pain score and morphine usage include ethnicity, age and paying class. Conclusion: Our results suggest that ethnicity and OPRM 118A>G genotype are independent and significant contributors to variation in pain perception and postoperative morphine use in patients undergoing cesarean delivery.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Other mutations in OPRM1 are associated to heroin addiction, pain perception, but also sociality traits.
“Other mutations in this gene are associated to heroin addiction178, and pain perception179, but also sociality traits180.”
From A catalog of single nucleotide changes distinguishing modern humans from archaic hominins (2019) · cites this paper as [179]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Bond, C. E., LaForge, K. S., Tian, M., Melia, D., Zhang, S., Borg, L., Gong, J., Schluger, J. H., Strong, J. A., Leal, S. M., et al. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.16.9608 · Cited by 1,072 · see citing works
Allelic Expression Imbalance of Human mu Opioid Receptor (OPRM1) Caused by Variant A118G
Zhang, Y., Wang, D., Johnson, A. D., Papp, A. C., & Sadée, W. (2005) · Journal of Biological Chemistry · doi:10.1074/jbc.m504942200 · Cited by 563 · see citing works
Klepstad, P., Rakvåg, T. T. N., Kaasa, S., van Holthe, M. S. T., Dale, O., Borchgrevink, P. C., Báár, C., Vikan, T., Krokan, H. E., & Skorpen, F. (2004) · Acta Anaesthesiologica Scandinavica · doi:10.1111/j.1399-6576.2004.00517.x · Cited by 380 · see citing works
Fillingim, R. B., Kaplan, L., Staud, R. M., Ness, T. J., Glover, T. L., Campbell, C. M., Mogil, J. S., & Wallace, M. R. (2005) · Journal of Pain · doi:10.1016/j.jpain.2004.11.008 · Cited by 362 · see citing works
Association of ABCB1/MDR1 and OPRM1 Gene Polymorphisms With Morphine Pain Relief
Campa, D., Gioia, A., Tomei, A., Poli, P., & Barale, R. (2007) · Clinical Pharmacology & Therapeutics · doi:10.1038/sj.clpt.6100385 · Cited by 344 · see citing works
Individual differences in pain sensitivity: Genetic and environmental contributions
Nielsen, C. S., Stubhaug, A., Price, D. D., Vassend, O. M., Czajkowski, N. O., & Harris, J. R. (2007) · Pain · doi:10.1016/j.pain.2007.06.008 · Cited by 334 · see citing works
Age is the best predictor of postoperative morphine requirements
Macintyre, P. E., & JARVIS, D. A. (1996) · Pain · doi:10.1016/0304-3959(95)00128-x · Cited by 314 · see citing works
Chou, W.-Y., Wang, C.-H., Liu, P., Liu, C., Tseng, C.-C. A., & Jawan, B. (2006) · Anesthesiology · doi:10.1097/00000542-200608000-00016 · Cited by 313 · see citing works
Chou, W. ‐., Yang, L. ‐., Lu, H., et al. (2006) · Acta Anaesthesiologica Scandinavica · doi:10.1111/j.1399-6576.2006.01058.x · Cited by 297 · see citing works
Sia, A. T. H., Lim, Y., Lim, E. C. P., Goh, R., Law, H. Y., Landau, R., Teo, Y.-Y., & Tan, E. (2008) · Anesthesiology · doi:10.1097/aln.0b013e318182af21 · Cited by 296 · see citing works
Self-citationHuman pain responsivity in a tonic pain model: Psychological determinants
Chen, A. C., Dworkin, S., Haug, J., & Gehrig, J. (1989) · Pain · doi:10.1016/0304-3959(89)90126-7 · Cited by 273 · see citing works
Beyer, A., Koch, T., Schröder, H., Schulz, S., & Höllt, V. (2004) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.2004.02340.x · Cited by 258 · see citing works
Gelernter, J. E., Kranzler, H. R., & Cubells, J. F. (1999) · Molecular Psychiatry · doi:10.1038/sj.mp.4000556 · Cited by 241 · see citing works
Individual differences in pain responses
Fillingim, R. B. (2005) · Current Rheumatology Reports · doi:10.1007/s11926-005-0018-7 · Cited by 232 · see citing works
Edwards, R. R., Ness, T. J., Weigent, D. A., & Fillingim, R. B. (2003) · Pain · doi:10.1016/j.pain.2003.09.005 · Cited by 220 · see citing works
Kroslak, T., LaForge, K. S., Gianotti, R. J., Ho, A., Nielsen, D. A., & Kreek, M. J. (2007) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.2007.04738.x · Cited by 213 · see citing works
Acute and Persistent Postoperative Pain after Breast Surgery
Fecho, K., Miller, N. R., Merritt, S. A., Klauber‐DeMore, N., Hultman, C. S., & Blau, W. S. (2009) · Pain Medicine · doi:10.1111/j.1526-4637.2009.00611.x · Cited by 209 · see citing works
The effect of ethnicity on prescriptions for patient-controlled analgesia for post-operative pain
Ng, B., Dimsdale, J. E., Rollnik, J. D., & Shapiro, H. (1996) · Pain · doi:10.1016/0304-3959(96)02955-7 · Cited by 189 · see citing works
Arias, A. J., Feinn, R., & Kranzler, H. R. (2006) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2005.11.024 · Cited by 177 · see citing works
Mu opioid receptor gene polymorphisms and heroin dependence in Asian populations
Tan, E., Tan, C.-H., Karupathivan, U., & Yap, E. P. H. (2003) · Neuroreport · doi:10.1097/00001756-200303240-00008 · Cited by 173 · see citing works
Self-citationJanicki, P. K., Schuler, G. H., Francis, D., Bohr, A., Gordin, V., Jarzembowski, T. M., Ruiz-Velasco, V., & Mets, B. (2006) · Anesthesia & Analgesia · doi:10.1213/01.ane.0000231634.20341.88 · Cited by 163 · see citing works
Racial Differences in the Use of Epidural Analgesia for Labor
Glance, L. G., Wissler, R. N., Glantz, J. C., Osler, T. M., Mukamel, D. B., & Dick, A. W. (2007) · Anesthesiology · doi:10.1097/00000542-200701000-00008 · Cited by 153 · see citing works
Oertel, B. G., Schmidt, R., Schneider, A., Geißlinger, G., & Lötsch, J. (2006) · Pharmacogenetics and Genomics · doi:10.1097/01.fpc.0000220566.90466.a2 · Cited by 152 · see citing works
Characterization and consequences of pain variability in individuals with fibromyalgia
Harris, R. E., Williams, D. A., McLean, S. A., Sen, A., Hufford, M. R., Gendreau, R. M., Gracely, R. H., & Clauw, D. J. (2005) · Arthritis & Rheumatism · doi:10.1002/art.21407 · Cited by 152 · see citing works
Landau, R., Kern, C., Columb, M. O., Smiley, R. M., & Blouin, J. (2008) · Pain · doi:10.1016/j.pain.2008.02.023 · Cited by 147 · see citing works
Küçük, A. Ö., Tulum, Z., Pınar, L., et al. (2004) · Journal of Korean Medical Science · doi:10.3346/jkms.2004.19.6.874 · Cited by 145 · see citing works
Hayashida, M., Nagashima, M., Satoh, Y., Katoh, R., Tagami, M., Ide, S., Kasai, S., Nishizawa, D., Ogai, Y., Hasegawa, J., et al. (2008) · Pharmacogenomics · doi:10.2217/14622416.9.11.1605 · Cited by 140 · see citing works
Characterizing individual differences in heat-pain sensitivity
Nielsen, C. S., Price, D. D., Vassend, O. M., Stubhaug, A., & Harris, J. R. (2005) · Pain · doi:10.1016/j.pain.2005.09.018 · Cited by 100 · see citing works
Ethnic Differences in Pain Perception and Patient-Controlled Analgesia Usage for Postoperative Pain
Tan, E., Lim, Y., Teo, Y., Goh, R., Law, H., & Sia, A. T. H. (2008) · Journal of Pain · doi:10.1016/j.jpain.2008.04.004 · Cited by 94 · see citing works
Self-citationComparison of experimental and acute clinical pain responses in humans as pain phenotypes
Kim, H., Neubert, J. K., Rowan, J. S., Brahim, J. S., Iadarola, M. J., & Dionne, R. A. (2004) · Journal of Pain · doi:10.1016/j.jpain.2004.06.003 · Cited by 84 · see citing works
Gene Polymorphisms of the Mu Opioid Receptor in Methamphetamine Abusers
Ide, S., Kobayashi, H., Tanaka, K., Ujike, H., Sekine, Y., Ozaki, N., Inada, T., Harano, M., Komiyama, T., Yamada, M., et al. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1316.039 · Cited by 60 · see citing works
Age Predicts Effective Epidural Morphine Dose after Abdominal Hysterectomy
Ready, L. B., Chadwick, H. S., & Ross, B. (1987) · Anesthesia & Analgesia · doi:10.1213/00000539-198712000-00002 · Cited by 37 · see citing works
Sia, A. T. H., Lim, Y., Lim, E. C. P., et al. (2009) · Obstetric Anesthesia Digest · doi:10.1097/01.aoa.0000344691.06228.b9 · Cited by 34 · see citing works
Self-citationAge Predicts Effective Epidural Morphine Dose After Abdominal Hysterectomy
Ready, L. B., Chadwick, H. M., & ROSS, B. (1988) · Survey of Anesthesiology · doi:10.1097/00132586-198806000-00050 · Cited by 31 · see citing works
Differences among patients in opioid self-administration during bone marrow transplantation
Chapman, R. C., Donaldson, G. W., Jacobson, R. C., et al. (1997) · Pain · doi:10.1016/s0304-3959(97)03355-1 · Cited by 19 · see citing works
Variation in opioid use during PCA in adolescents
Tyler, D. C., Pomietto, M., & Womack, W. M. (1996) · Pediatric Anesthesia · doi:10.1111/j.1460-9592.1996.tb00350.x · Cited by 17 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A catalog of single nucleotide changes distinguishing modern humans from archaic hominins
Kuhlwilm, M., & Boeckx, C. (2019) · Scientific Reports · doi:10.1038/s41598-019-44877-x · Cited by 108 · see citing works
Slavich, G. M., Tartter, M. A., Brennan, P. A., & Hammen, C. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.07.009 · Cited by 83 · see citing works
Association of μ-opioid receptor gene (OPRM1) haplotypes with postoperative nausea and vomiting
Sugino, S., Hayase, T., Higuchi, M., Saito, K., Moriya, H., Kumeta, Y., Kurosawa, N., Namiki, A., & Janicki, P. K. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-3987-9 · Cited by 28 · see citing works
Lee, M. R., Gallen, C. L., Zhang, X., Hodgkinson, C. A., Goldman, D., Stein, E. A., & Barr, C. S. (2011) · PLoS ONE · doi:10.1371/journal.pone.0024203 · Cited by 27 · see citing works
- Authors
- Tan, E.-C., Lim, E. C., Teo, Y.-Y., Lim, Y., Law, H.-Y., & Sia, A. T.
- Affiliations
- National University of Singapore (SG)
- KK Women's and Children's Hospital (SG)
- Centre for Human Genetics (GB)
- Corresponding author
- Tan, Ene-choo
- Venue
- Molecular Pain
- Publisher
- SAGE Publications
- Published
- 2009-01-01
- Volume
- 5
- Pages
- 32-32
- ISSN
- 1744-8069 (ISSN-L)
- PMC
- PMC2709614
- OpenAlex
- W2141630515
- Cited by
- 133
- References
- 36
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 5 · 2023: 2 · 2022: 2 · 2021: 3 · 2020: 8 · 2019: 7 · 2018: 4 · 2017: 6 · 2016: 8 · 2015: 11 · 2014: 17 · 2013: 19 · 2012: 13
- FWCI
- 13.02
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Molecular Pain (publishedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- National University of Singapore (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Health Sciences › Medicine › Surgery › Anesthesia and Pain Management
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
- Keywords
- mu-opioid receptor, OPRM1, postoperative pain, morphine consumption, patient-controlled analgesia, ethnicity, cesarean section, pain perception, opioid analgesia
- MeSH terms
- Adult, Ethnicity, Female, Genotype, Humans, Morphine, Pain Measurement, Postoperative Pain, Pharmacogenetics, Predictive Value of Tests, Pregnancy, Analgesia, Patient-Controlled, Receptors, Opioid, mu, Polymorphism, Single Nucleotide
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review