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ANALYZING TRENDS IN PROM AND MCID REPORTING IN TOTAL JOINT REPLACEMENT OVER THE PAST DECADE
Goldberg, Boaz , Deckey, David G. , Christopher, Zachery, Clarke, Henry D. , Spangehl, Mark J. , Bingham, Joshua S.

Mayo Clinic

Orthopaedic Proceedings | August 7, 2023 | Volume: 105-B | Issue: SUPP_13 | Pages: 59-59

10.1302/1358-992x.2023.13.059 Get It

AbstractIntroductionMinimum clinically important differences (MCIDs) are critical to understanding changes in patient-reported outcome measure (PROM) scores after total joint arthroplasty (TJA). The usage and adoption of MCIDs not been well-studied. This study was performed to IDENTIFY trends in PROM and MCID use after TJA over the past decade.MethodsAll articles published in the calendar years of 2010 and 2020 in CORR, JBJS, and the Journal of Arthroplasty were reviewed. Articles relating to clinical outcomes in primary total hip arthroplasty (THA) or total knee arthroplasty (TKA) were included. For each article, all reported PROMs and (if present) accompanying MCIDs were recorded. The use of PROMs and MCIDs were compared between articles published in 2010 and 2020.ResultsOverall, 263 articles from 2010 and 546 articles from 2020 were included. The total number of articles reporting any PROM after THA and TKA increased from 131 in 2010 to 194 in 2020, but the proportion of articles reporting PROMs decreased from 49.8% (131/263) to 35.5% (194/546). Both the total number and proportion of articles reporting MCIDs increased from 2.3% (3/131) in 2010 to 16.5% (32/194) in 2020. These trends persisted when analyzing THA and TKA articles individually.ConclusionsBoth the absolute number and proportion of articles reporting MCIDs in conjunction with PROMs after TJA has increased in the past decade but remains low. We recommend that journal editors and meeting organizers encourage the inclusion of MCID information in all reports on clinical outcomes after joint replacement.
PROSPECTIVE RANDOMIZED STUDY USING PHARMACOGENETICS TO OPTIMIZE PERIOPERATIVE PAIN MANAGEMENT AFTER TOTAL KNEE ARTHROPLASTY
Kekić, Adrijana, Erickson, Colby , Grilli, Christopher, Seamans, David P. , Upjohn, David P., Hentz, Joseph G. , Kraus, Molly B. , Bingham, Joshua S. , Clarke, Henry D. , Spangehl, Mark J.

Mayo Clinic

Orthopaedic Proceedings | August 7, 2023 | Volume: 105-B | Issue: SUPP_13 | Pages: 54-54

10.1302/1358-992x.2023.13.054 Get It

AbstractIntroductionAdverse reactions to pain medication and pain can delay discharge after outpatient knee arthroplasty (TKA). Pharmacogenomics is an emerging tool that might help reduce adverse events by tailoring medication use based on known genetic variations in the CYP genes determining drug metabolism. This study was undertaken to evaluate whether pre-operative pharmacogenomic testing could optimize peri-operative pain management in patients undergoing total knee arthroplasty (TKA).MethodsThis prospective, randomized study was performed in adults undergoing primary TKA. Patients in the experimental group underwent pre-operative pharmacogenomic evaluation and medication adjustments. Medications were not optimized for control patients. The Overall Benefit of Analgesic Score (OBAS) at 24 hours post-op was the primary outcome. Postoperative pain scores (VAS scale), total opioid use, time in recovery, and time to discharge were also compared.Results76 patients enrolled. 93% of patients had a poor-intermediate phenotype for at least one of four CYP genes. OBAS did not differ significantly between the two groups (4.2 control vs. 4.7 experimental; 95% CI −1.1 to 2.1) and was below the minimum clinically important difference of 2.0 points. Furthermore, there were no differences in any OBAS subscale including pain, satisfaction, or nausea. There were no differences in time in the recovery area or to discharge from hospital, or narcotic use.ConclusionsDespite many patients having a poor-intermediate phenotype for a CYP gene, pharmacogenomic testing prior to TKA and medication adjustment did not improve anesthesia or pain management outcomes, time to discharge or mean total opioid use after surgery.
A RANDOMIZED CONTROLLED TRIAL OF KINEMATICALLY AND MECHANICALLY ALIGNED TOTAL KNEE ARTHROPLASTY: 12-YEAR FOLLOW-UP
Arthur, Jameson, Makovicka, Justin L. , Dossett, H. Gene , Bingham, Joshua S. , Spangehl, Mark J. , Clarke, Henry D.

Mayo Clinic

Orthopaedic Proceedings | August 7, 2023 | Volume: 105-B | Issue: SUPP_13 | Pages: 53-53

10.1302/1358-992x.2023.13.053 Get It

AbstractIntroductionThe optimal alignment technique for total knee replacement (TKR) remains controversial. We previously reported six-month and two-year results of a randomized controlled trial comparing kinematically (KA) versus mechanically (MA) aligned TKR. In the present study, we report 12-year results from this trial.MethodsThe original cohort included 88 TKRs (44 KA using Shape Match patient-specific guides and 44 MA using conventional instrumentation), performed from 2008 to 2009. After IRB approval, the health record of the original 88 patients were queried. Revisions, re-operations, and complications were recorded. The non-deceased patients were contacted via phone. Reoperation and complications were documented via the patient's history. Further, a battery of patient-reported outcome measures (including patient satisfaction, WOMAC, Oxford, KOOS Jr, Forgotten Joint Score, and M-SANE) were obtained.ResultsOf the original 88 patients in the study, 15 patients had a least one reoperation (17%). Patella problems were the most common cause of reoperation accounting for 5/8 reoperations in the KA group versus 3/7 in the MA group. There was no statistically significant difference between the two alignment methods in terms of major and minor complications or reoperations. At the 12-year follow-up, 26 patients died leaving 62 patients for follow-up. Of these, 48 patients (77%) were successfully contacted. The kinematically aligned total knees self-reported better satisfaction (96% versus 82%), but no difference in other patient-reported outcome measures compared to mechanically aligned TKRs.ConclusionKA TKR demonstrates excellent mid to long-term results compared to MA TKR with similar reoperations, complications, and patient-reported outcome measures.
Evaluation of European-based polygenic risk score for breast cancer in Ashkenazi Jewish women in Israel
Yerushalmi, Rinat , Yablonski‐Peretz, Tamar, Wang, Qin , Bolla, Manjeet K. , Michailidou, Kyriaki , Ahearn, Thomas U. , Andrulis, Irene L. , Antoniou, Antonis C. , Auvinen, Päivi , Freeman, Laura Beane, Beckmann, Matthias W. , Bermisheva, Marina , Bodelón, Clara , Bogdanova, Natalia , Bojesen, Stig E. , Byers, Helen, Camp, Nicola J. , Chang‐Claude, Jenny , Chirlaque, María‐Dolores , Collaborators, NBCS, Collée, Margriet J., Dörk, Thilo , Eccles, Diana , Evans, D. Gareth , Fasching, Peter A. , Flyger, Henrik, García‐Closas, Montserrat , Goldberg, Mark S. , Guénel, Pascal , Hamann, Ute, He, Wei , Hillemanns, Peter , Hoppe, Reiner , Hopper, John L. , Investigators, ABCTB, Jakovchevska, Simona, John, Esther M. , Johnson, Nichola , Jones, Michael E. , Kristensen, Vessela N. , Kurian, Allison W. , Lambrechts, Diether , Lejbkowicz, Flavio, Lindblom, Annika , Loibl, Sibylle , Lori, Adriana , Mannermaa, Arto, Manoochehri, Mehdi, Mavroudis, Dimitrios, Menon, Usha , Nevelsteen, Ines, Obi, Nadia , Offit, Ken, Plaseska‐Karanfilska, Dijana , Park‐Simon, Tjoung‐Won , Patel, Alpa V. , Rack, Brigitte , Rhenius, Valerie , Romero, Atocha , Schwentner, Lukas , Shah, Mitul , Stone, Jennifer , Taylor, Jack A. , Kolk, Lizet E. van der, Wendt, Camilla, Yang, Xiaohong R. , Zheng, Wei , Pharoah, Paul D.P. , Easton, Douglas F. , Ben-Sachar, Shay, Elefant, Naama , Shamir, Ron , Elkon, Ran , Lambrechts, Diether , Michailidou, Kyriaki , Antoniou, Antonis C , Devilee, Peter , Eccles, Diana , Newman, William G , Radice, Paolo , Elkon, Ran , Dörk, Thilo , Lambrechts, Diether , Hillemanns, Peter , Pharoah, Paul D P , Menon, Usha , Evans, D Gareth , John, Esther M , Jones, Michael E , Lambrechts, Diether , Guénel, Pascal , Romero, Atocha , García-Closas, Montserrat , Bogdanova, Natalia V , Taylor, Jack A , Zheng, Wei , Kurian, Allison W , Stone, Jennifer , Bojesen, Stig E , Lindblom, Annika , Plaseska-Karanfilska, Dijana , Levi, Hagai , Carmi, Shai , Rosset, Saharon , Zick, Aviad , Dennis, Joe , Lush, Michael J. , Anton‐Culver, Hoda , Arndt, Volker , Augustinsson, Annelie , Behrens, Sabine , Brenner, Hermann , Castelao, Jose E. , Chung, Wendy K. , Clarke, Christine L. , Collaborators, NBCS, Collée, Margriet , Colonna, Sarah V. , Couch, Fergus J. , Cox, Angela , Cross, Simon S. , Czene, Kamila , Daly, Mary Beryl , Devilee, Peter , Dossus, Laure , Eliassen, A. Heather , Eriksson, Mikael , Fletcher, Olivia , Fritschi, Lin , Gabrielson, Marike , Gago-Domínguez, Manuela , García-Sáenz, José Á. , Genkinger, Jeanine M. , Giles, Graham G. , Hall, Per N , Hollestelle, Antoinette , Investigators, ABCTB, Jakubowska, Anna , Jernström, Helena , Vijai, Joseph , Kaaks, Rudolf , Хуснутдинова, Э. К. , Kitahara, Cari M. , Koutros, Stella , Lacey, James V. , Marchand, Loı̈c Le , Lubiński, Jan , Mannermaa, Arto, Mulligan, Anna Marie , Murphy, Rachel A. , Newman, William G. , O’Brien, Katie M. , Olshan, Andrew F. , Olson, Janet E. , Panico, Salvatore , Peterlongo, Paolo , Radice, Paolo , Rennert, Gad , Saloustros, Emmanouil , Sandler, Dale P. , Schmidt, Marjanka K. , Sharma, Priyanka , Simard, Jacques , Southey, Melissa C. , Tapper, William , Teras, Lauren R. , Toland, Amanda Ewart , Troester, Melissa A. , Truong, Thérèse , Weinberg, Clarice R. , Ziogas, Argyrios , Dunning, Alison M.

Mayo Clinic

Journal of Medical Genetics | July 14, 2023 | Volume: 60 | Issue: 12 | Pages: 1186-1197

10.1136/jmg-2023-109185 | PMID 37451831 Get It

Background Polygenic risk score (PRS), calculated based on genome-wide association studies (GWASs), can improve breast cancer (BC) risk assessment. To date, most BC GWASs have been performed in individuals of European (EUR) ancestry, and the generalisation of EUR-based PRS to other populations is a major challenge. In this study, we examined the performance of EUR-based BC PRS models in Ashkenazi Jewish (AJ) women. Methods We generated PRSs based on data on EUR women from the Breast Cancer Association Consortium (BCAC). We tested the performance of the PRSs in a cohort of 2161 AJ women from Israel (1437 cases and 724 controls) from BCAC (BCAC cohort from Israel (BCAC-IL)). In addition, we tested the performance of these EUR-based BC PRSs, as well as the established 313-SNP EUR BC PRS, in an independent cohort of 181 AJ women from Hadassah Medical Center (HMC) in Israel. Results In the BCAC-IL cohort, the highest OR per 1 SD was 1.56 (±0.09). The OR for AJ women at the top 10% of the PRS distribution compared with the middle quintile was 2.10 (±0.24). In the HMC cohort, the OR per 1 SD of the EUR-based PRS that performed best in the BCAC-IL cohort was 1.58±0.27. The OR per 1 SD of the commonly used 313-SNP BC PRS was 1.64 (±0.28). Conclusions Extant EUR GWAS data can be used for generating PRSs that identify AJ women with markedly elevated risk of BC and therefore hold promise for improving BC risk assessment in AJ women.
Cyclin-Dependent Kinase 4/6 Inhibitors for Treatment of Hormone Receptor–Positive, ERBB2-Negative Breast Cancer
O’Sullivan, Ciara C. , Clarke, Robert , Robertson, J.F.R. , Goetz, Matthew Philip, Goetz, Matthew P.

Mayo Clinic

JAMA Oncology | June 29, 2023 | Volume: 9 | Issue: 9 | Pages: 1273

10.1001/jamaoncol.2023.2000 | PMID 37382948 Get It

ImportanceCombination therapy with cyclin-dependent kinase 4 and 6 inhibitors (CDK4/6i: palbociclib, ribociclib, abemaciclib) and endocrine therapy (ET) has been a major advance for the treatment of hormone receptor–positive (HR+), ERBB2 (formerly HER2)–negative (ERBB2−) advanced or metastatic breast cancer.ObservationsRandomized phase 3 studies demonstrated that the addition of CDK4/6i reduced the hazard risk of disease progression by approximately half compared with hormonal monotherapy (an aromatase inhibitor, tamoxifen, or fulvestrant) in the first-line (1L) and/or second-line (2L) setting. Hence, the US Food and Drug Administration and European Medicines Agency approved 3 CDK4/6i, in both 1L and 2L settings. However, differences among the CDK4/6i regarding mechanisms of action, adverse effect profiles, and overall survival (OS) are emerging. Both abemaciclib and ribociclib have demonstrated efficacy in high-risk HR+ early breast cancer. While ET with or without CDK4/6i is accepted as standard treatment for persons with advanced HR+ ERBB2− metastatic breast cancer, several key issues remain. First, why are there discordances in OS in the metastatic setting and efficacy differences in the adjuvant setting? Additionally, apart from HR status, there are few biomarkers predictive of response to CDK4/6i plus ET, and these are not used routinely. Despite the clear OS advantage noted in the 1L and 2L metastatic setting with some CDK4/6i, a subset of patients with highly endocrine-sensitive disease do well with ET alone. Therefore, an unanswered question is whether some patients can postpone CDK4/6i until the 2L setting, particularly if financial toxicity is a concern. Finally, given the lack of endocrine responsiveness following progression on some CDK4/6i, strategies to optimally sequence treatment are needed.Conclusions and RelevanceFuture research should focus on defining the role of each CDK4/6i in HR+ breast cancer and developing a biomarker-directed integration of these agents.
Complications Occurring Through 5 Years Following Primary Intraocular Lens Implantation for Pediatric Cataract
Yen, Kimberly G., Repka, Michael X. , Sutherland, Desirae R. , Haider, Kathryn M. , Kraker, Raymond T. , Galvin, Jennifer, Li, Zhuokai , Holmes, Jonathan M. , Group, Pediatric Eye Disease Investigator, Wallace, David K. , Enyedi, Laura B. , Jones, Sarah K., Hug, Denise, Stahl, Erin D., Dent, Rebecca J., Kong, Lingkun , Wang, Serena , Gallerson, Bryan K., Hutchinson, Amy K., Lenhart, Phoebe D. , Brower, Judy, Morrison, David G., Ruark, Scott T., Mets-Halgrimson, Rebecca, Yoon, Hawke , Hamidullah, Aaliyah, Anderson, Jill S., Holleschau, Ann M., Superstein, Rosanne , Bélanger, Caroline, Fallaha, Nicole, Hamel, Patrick , Thibeault, Maryse, Tamkins, Susanna M. , Park, Hee-Jung S., Trumler, Anya A., Liu, Xiaonong, Astle, William F., Sanders, Emi , McOwen, Diana C., Gray, Michael E. , Yang, Michael B. , Bowman, Corey S., Therriault, Margaret, Smith, Heather , Whitaker, Michele E., Örge, Faruk , Grigorian, A. Paula, Baird, Alicia M., Strominger, Mitchell B. , Klein, Shelley, Kemmer, Jacquelyn D., Neiman, Alexandra E., Mendoza, Myra N., Frohwein, Jill J., Bremer, Don L., Cassady, Cybil, Golden, Richard P., Jordan, Catherine O., Oravec, Sara A., Yanovitch, Tammy L. , Lunsford, Keven, Nye, Christina, Shea, Caroline, Stillman, SueAnn M., Iderstine, Stephen C. Van, Robertson, Elisa, Cruz, Oscar A., Ghadban, Rafif, Govreau, Dawn, Longmuir, Susannah Q. , Shan, Xiaoyan, Taylor, Kate , Powell, Christine, Hammond, Benjamin P., Gearinger, Matthew D., Czubinski, Andrea, Salvin, Jonathan, Fisher, Alicia, Lee, Katherine A., Brooks, Daniel , Schweinler, Bonita R., Sala, Nicholas A., Sala, Allyson M., Summers, Allison I. , Karr, Daniel J. , Wilson, Lorri B., Rauch, Paula K., O’Hara, Mary, Gandhi, Nandini, Hashmi, Tania, Colburn, Jeffrey, Dittman, Eileen, Whitfill, Charles R., Wheeler, Amy M., McCourt, Emily A. , Singh, Jasleen , Welnick, Nanastasia, Azar, Nathalie F., Baker, Joseph, Droste, Patrick J. , Peters, Robert J., Hilbrands, Jan, Pineles, Stacy L., Bernardo, Marianne J., Peterson, Edward, Peterson, Charla H., Kumar, Kartik , Melese, Ephrem, Lingua, Robert W., Grijalva, Jeff, Crouch, Earl R., Crouch, Earl R., Ventura, Gaylord, Anninger, William, Benson, Shawn L., Karp, Karen A. , Smith, Jordana M., Brickman-Kelleher, Jill, Ticho, Benjamin H., Khammar, Alexander J., Clausius, Deborah A., Guo, Suquin, Chamberlain, Carolyn, Schloff, Susan, Madigan, William P., Burkman, Donna, Ramsey, Jean E., McConnell, Kate H. , Friedman, Ilana, Rosado, José , Sauberan, Donald P., Hemberger, Jody C., Davis, Patricia L., Rudaitis, Indre, Lowery, Robert S., Cupit, Shawn, Bothun, Erick D. , Wernimont, Suzanne M., Neilsen, Rebecca A., Baran, Francine, Gladstone, Amy, Smith, Justin , Mellott, Mei, Kieser, Troy, Erzurum, S. Ayse , Colon, Beth, Shah, Birva, Quebbemann, Micaela, Austin, Darrell S., Boyle, Nicole M., Conner, Courtney L., Chandler, Danielle L. , Donahue, Quayleen, Fimbel, Brooke P., Robinson, Julianne L., Hercinovic, Amra, Hoepner, James E., Kaplon, Joseph D., Melia, Michele , Ortiz, Gillaine, Woodard, Victoria C., Stutz, Kathleen M., Everett, Donald F., Diener‐West, Marie , Baker, John D., Davis, Barry R. , Phelps, Dale L. , Poff, Stephen W., Tychsen, Lawrence , Bradfield, Yasmin S., Foster, Nicole C. , Plager, David A. , Silver, Jayne L., Weise, Katherine K., Verderber, Lisa C. , Dean, Trevano W., Campomanes, Alejandra G. de Alba , Young, Marielle P. , Rahmani, Bahram , Whitehead, George F., Lambert, Scott R. , Kurup, Sudhi P. , Kraus, Courtney L. , Hatt, Sarah R. , Cotter, Susan A. , Group, Pediatric Eye Disease Investigator, Freedman, Sharon F. , Prakalapakorn, Sasapin Grace , Ranaivo, Hantamalala Ralay , Areaux, Raymond G. , Chang, Ta Chen , Traboulsi, Elias I. , Ghasia, Fatema F. , Chen, Vicki, Rogers, David L. , LaRoche, G. Robert, Larson, Scott A. , Clarke, Michael W. , Hendricks, Dorothy H. , Jin, Jing , Brooks, Daniel, Rauch, Paula K., Baker, Joseph, Peterson, Edward, Crouch, Earl R., Suh, Donny Won , Christiansen, Stephen P. , Herlihy, Erin P. , Beck, Roy W. , Henderson, Robert J. , Wu, Rui , Saunders, Richard Anthony , Salchow, Daniel J. , Birch, Eileen E. , Manny, Ruth E. , Holmes, Jonathan M.

Mayo Clinic

JAMA Ophthalmology | June 23, 2023 | Volume: 141 | Issue: 8 | Pages: 705

10.1001/jamaophthalmol.2023.2335 | PMID 37347490 Get It

Importance Lensectomy with primary intraocular lens (IOL) implantation is often used in the management of nontraumatic pediatric cataract, but long-term data evaluating the association of age and IOL location with the incidence of complications are limited. Objective To describe the incidence of complications and additional eye surgeries through 5 years following pediatric lensectomy with primary IOL implantation and association with age at surgery and IOL location. Design, Setting, and Participants This prospective cohort study used Pediatric Eye Disease Investigator Group cataract registry data from 61 institution- and community-based practices over 3 years (June 2012 to July 2015). Participants were children younger than 13 years without baseline glaucoma who had primary IOL implantation (345 bilateral and 264 unilateral) for nontraumatic cataract. Data analysis was performed between September 2021 and January 2023. Exposures Lensectomy with primary IOL implantation. Main Outcome and Measures Five-year cumulative incidence of complications by age at surgery (<2 years, 2 to <4 years, 4 to <7 years, and 7 to <13 years) and by IOL location (sulcus vs capsular bag) were estimated using Cox proportional hazards models. Results The cohort included 609 eyes from 491 children (mean [SD] age, 5.6 [3.3] years; 261 [53%] male and 230 [47%] female). Following cataract extraction with primary IOL implantation, a frequent complication was surgery for visual axis opacification (VAO) (cumulative incidence, 32%; 95% CI, 27%-36%). Cumulative incidence was lower with anterior vitrectomy at the time of IOL placement (12%; 95% CI, 8%-16%) vs without (58%; 95% CI, 50%-65%), and the risk of undergoing surgery for VAO was associated with not performing anterior vitrectomy (hazard ratio [HR], 6.19; 95% CI, 3.70-10.34; P < .001). After adjusting for anterior vitrectomy at lens surgery, there were no differences in incidence of surgery for VAO by age at surgery (<2 years, HR, 1.35 [95% CI, 0.63-2.87], 2 to <4 years, HR, 0.86 [95% CI, 0.44-1.68], 4 to <7 years, HR, 1.06 [95% CI, 0.72-1.56]; P = .74) or by capsular bag vs sulcus IOL fixation (HR, 1.22; 95% CI, 0.36-4.17; P = .75). Cumulative incidence of glaucoma plus glaucoma suspect by 5 years was 7% (95% CI, 4%-9%), which did not differ by age after controlling for IOL location and laterality. Conclusions and Relevance In this cohort study, a frequent complication following pediatric lensectomy with primary IOL was surgery for VAO, which was associated with primary anterior vitrectomy not being performed but was not associated with age at surgery or IOL location. The risk of glaucoma development across all ages at surgery suggests a need for long-term monitoring.
Immunohistochemical markers predicting long-term recurrence following clival and spinal chordoma resection: a multicenter study
Alexander, A. Yohan , Bon‐Nieves, Antonio , Filho, Leonardo de Macêdo , Otamendi-Lopez, Andrea, Jentoft, Mark E. , Bendok, Bernard R. , Link, Michael J., Quiñones‐Hinojosa, Alfredo , Bydon, Mohamad , Bon-Nieves, Antonio, de Macedo Filho, Leonardo, de Macêdo Filho, Leonardo J M , Bon-Nieves, Antonio A , Ghaith, Abdul Karim , Akinduro, Oluwaseun O. , Alexander, A Yohan , Goyal, Anshit , Nathani, Karim Rizwan , Abode-Iyamah, Kingsley , Clarke, Michelle J. , Link, Michael J. , Gompel, Jamie J. Van

Mayo Clinic

Neurosurgical Focus | June 1, 2023 | Volume: 54 | Issue: 6 | Pages: E15

10.3171/2023.3.focus22653 | PMID 37552641 Get It

OBJECTIVE Chordomas are rare tumors from notochordal remnants and account for 1%–4% of all primary bone malignancies, often arising from the clivus and sacrum. Despite margin-negative resection and postoperative radiotherapy, chordomas often recur. Further, immunohistochemical (IHC) markers have not been assessed as predictive of chordoma recurrence. The authors aimed to identify the IHC markers that are predictive of postoperative long-term (≥ 1 year) chordoma recurrence by using trained multiple tree-based machine learning (ML) algorithms. METHODS The authors reviewed the records of patients who had undergone treatment for clival and spinal chordomas between January 2017 and June 2021 across the Mayo Clinic enterprise (Minnesota, Florida, and Arizona). Demographics, type of treatment, histopathology, and other relevant clinical factors were abstracted from each patient record. Decision tree and random forest classifiers were trained and tested to predict long-term recurrence based on unseen data using an 80/20 split. RESULTS One hundred fifty-one patients diagnosed and treated for chordomas were identified: 58 chordomas of the clivus, 48 chordomas of the mobile spine, and 45 chordomas sacrococcygeal in origin. Patients diagnosed with cervical chordomas were the oldest among all groups (58 ± 14 years, p = 0.009). Most patients were male (n = 91, 60.3%) and White (n = 139, 92.1%). Most patients underwent resection with or without radiation therapy (n = 129, 85.4%). Subtotal resection followed by radiation therapy (n = 51, 33.8%) was the most common treatment modality, followed by gross-total resection then radiation therapy (n = 43, 28.5%). Multivariate analysis showed that S100 and pan-cytokeratin are more likely to predict the increase in the risk of postoperative recurrence (OR 3.67, 95% CI 1.09–12.42, p= 0.03; and OR 3.74, 95% CI 0.05–2.21, p = 0.02, respectively). In the decision tree analysis, a clinical follow-up > 1897 days was found in 37% of encounters and a 90% chance of being classified for recurrence (accuracy = 77%). Random forest analysis (n = 500 trees) showed that patient age, type of surgical treatment, location of tumor, S100, pan-cytokeratin, and EMA are the factors predicting long-term recurrence. CONCLUSIONS The IHC and clinicopathological variables combined with tree-based ML tools successfully demonstrated a high capacity to identify recurrence patterns with an accuracy of 77%. S100, pan-cytokeratin, and EMA were the IHC drivers of recurrence. This shows the power of ML algorithms in analyzing and predicting outcomes of rare conditions of a small sample size.
A Novel Spectral Index for Tracking Preload Change from a Wireless, Wearable Doppler Ultrasound
Kenny, Jon‐Émile S. , Yang, Zhen , Elfarnawany, Mai , Munding, Chelsea E. , Eibl, Andrew M., Eibl, Joseph K. , Taylor, Jenna L. , Kim, Chul‐Ho , Johnson, Bruce D. , Elfarnawany, Mai , Taylor, Jenna L , Kim, Chul-Ho , Clarke, Geoffrey

Mayo Clinic

Diagnostics | May 1, 2023 | Volume: 13 | Issue: 9 | Pages: 1590

10.3390/diagnostics13091590 | PMID 37174981 Get It

A wireless, wearable Doppler ultrasound offers a new paradigm for linking physiology to resuscitation medicine. To this end, the image analysis of simultaneously-acquired venous and arterial Doppler spectrograms attained by wearable ultrasound represents a new source of hemodynamic data. Previous investigators have reported a direct relationship between the central venous pressure (CVP) and the ratio of the internal jugular-to-common carotid artery diameters. Because Doppler power is directly related to the number of red cell scatterers within a vessel, we hypothesized that (1) the ratio of internal jugular-to-carotid artery Doppler power (V/APOWER) would be a surrogate for the ratio of the vascular areas of these two vessels and (2) the V/APOWER would track the anticipated CVP change during simulated hemorrhage and resuscitation. To illustrate this proof-of-principle, we compared the change in V/APOWER obtained via a wireless, wearable Doppler ultrasound to B-mode ultrasound images during a head-down tilt. Additionally, we elucidated the change in the V/APOWER during simulated hemorrhage and transfusion via lower body negative pressure (LBNP) and release. With these Interesting Images, we show that the Doppler V/APOWER ratio qualitatively tracks anticipated changes in CVP (e.g., cardiac preload) which is promising for both diagnosis and management of hemodynamic unrest.
Development and modification of a dysphagia question prompt list to improve patient‐physician communication: Incorporating both esophageal expert and patient perspectives
Achalu, Sudharshan, Berry, Rani , Zhuo, Justin , Bredenoord, Albert J. , Clarke, John O. , Fass, Ronnie , Gyawali, C. Prakash , Kahrilas, Peter J. , Katzka, David A. , Massey, Benson T. , Savarino, Edoardo , Vela, Marcelo F. , Kamal, A. N. , Penagini, Roberto , Roman, S , Savarino, Edoardo , Vela, Marcelo F , Kamal, Afrin N , Clarke, J , Gyawali, C P , Fass, Ronnie , Penagini, Roberto , Roman, Sabine

Mayo Clinic

Neurogastroenterology & Motility | May 1, 2023 | Volume: 35 | Issue: 8 | Pages: No page available

10.1111/nmo.14600 | PMID 37122123 Get It

AbstractBackgroundQuestion prompt lists (QPLs) are structured sets of disease‐specific questions, intended to encourage question‐asking by patients and enhance patient‐physician communication. To date, a dysphagia‐specific QPL has not been developed for patients with esophageal dysphagia symptoms. We aim to develop a dysphagia‐specific QPL incorporating both esophageal expert and patient perspectives, applying rigorous methodology.MethodsThe QPL content was generated applying a two‐round modified Delphi (RAND/UCLA) method among 11 experts. In round one, experts provided five answers to the prompts: “What general questions should patients ask when being seen for dysphagia?” and “What questions do I not hear patients asking but, given my experience, I believe they should be asking?” In round two, experts rated proposed questions on a 5‐point Likert scale. Responses rated as “essential” or “important”, determined by an a priori median threshold of ≥4.0, were accepted for inclusion. Subsequently, 20 patients from Stanford Health Care were enrolled to modify the preliminary QPL, to incorporate their perspectives and opinions. Patients independently rated questions applying the same 5‐point Likert scale. At the end, patients were encouraged to propose additional questions to incorporate into the QPL by open‐endedly asking “Are there questions we didn't ask, that you think we should?”Key ResultsEleven experts participated in both voting rounds. Of 85 questions generated from round one, 60 (70.6%) were accepted for inclusion, meeting a median value of ≥4.0. Questions were combined to reduce redundancy, narrowing down to 44 questions. Questions were categorized into the following six themes: 1. “What is causing my dysphagia?”; 2. “Associated symptoms”; 3. “Testing for dysphagia”; 4. “Lifestyle modifications”; 5. “Treatment for dysphagia”; and 6. “Prognosis”. The largest number of questions covered “What is causing my dysphagia” (27.3%). Twenty patients participated and modified the QPL. Of the 44 questions experts agreed were important, only 30 questions (68.2%) were accepted for inclusion. Six patients proposed 10 additional questions and after incorporating the suggested questions, the final dysphagia‐specific QPL created by esophageal experts and modified by patients consisted of 40 questions.Conclusions & InferencesIncorporating expert and patient perspectives, we developed a dysphagia‐specific QPL to enhance patient‐physician communication. Our study highlights importance of incorporating patient perspective when developing such a communication tool. Further studies will measure the impact of this communication tool on patient engagement.
TRPS1 outperforms GATA3 in pleural effusions with metastatic breast carcinoma versus mesothelioma
Baban, Farah , Koepplin, Justin W. , Ahmad, Muhammad , Clarke‐Brodber, Anna‐Lee , Bois, Melanie C. , Hartley, Christopher , Sturgis, Charles D. , Hartley, Christopher P., Sturgis, Charles D , Hartley, Christopher P

Mayo Clinic

Diagnostic Cytopathology | April 25, 2023 | Volume: 51 | Issue: 8 | Pages: 488-492

10.1002/dc.25148 | PMID 37096814 Get It

AbstractIntroductionIn evaluating malignant pleural fluid cytology, metastatic adenocarcinomas and mesotheliomas are often differential diagnoses. GATA binding protein 3 (GATA3) has historically been used to confirm metastatic breast carcinomas; however, GATA3 has low specificity if mesothelioma is included in differential diagnoses. Trichorhinophalangeal syndrome type 1 (TRPS1) protein is expressed in all types of breast carcinomas, with reported high specificity and sensitivity. We investigated the performance of TRPS1 immunohistochemistry (IHC) and compared it to GATA3 in pleural fluids diagnosed with metastatic breast carcinoma and mesothelioma.MethodsThirty‐six consecutive ThinPrep pleural fluids and 4 pleural fine needle aspirations (FNAs) with diagnoses of metastatic breast carcinoma (21) and mesothelioma (19) were retrieved, and IHC with TRPS1 and GATA3 was performed on all. Immunoreactivity scores for TRPS1 were calculated by multiplying percentage of immunoreactive cells by staining intensity. Immunoreactivity scores were negative if 0 or 1, low positive if 2, intermediate positive if 3 or 4, or high positive if 6 or 9. Nuclear immunoreactivity of ≥10% with at least moderate intensity was judged GATA3 positive.ResultsGATA3 showed immunoreactivity in all metastatic breast carcinomas and 84% of mesotheliomas. TRPS1 was immunoreactive in all breast carcinoma cases (18 with a score of 9 and 3 with a score of 6). TRPS1 showed low positivity in 5% of mesothelioma cases with all other cases being negative.ConclusionWhen cytomorphologic differential diagnoses of mesothelioma exist, TRPS1 is a more specific marker than GATA3 for confirmation of metastatic breast carcinoma in pleural fluid cytology.