Relationship of Press Ganey Satisfaction and PROMIS Function and Pain in Foot and Ankle Patients

BACKGROUND

Patient satisfaction has garnered interest as a tool to measure health care quality. However, orthopedic studies in total joint arthroplasty, spine, and hand patients have offered conflicting relationships between Press Ganey (PG) satisfaction metrics and patient-reported outcome (PRO) measures. No prior study has assessed the relationship between PG and PROs in foot and ankle patients. Whether satisfaction and outcomes instruments, though, measure similar or differing aspects of the patient experience is unclear. Here, we tested if there was an association between Patient-Reported Outcomes Measurement Information System (PROMIS) outcomes and PG satisfaction scores.

METHODS

PG and PROMIS outcomes data for new patient visits to an orthopedic foot and ankle clinic between 2015 and 2017 were retrospectively analyzed. Patients that completed PG satisfaction surveys were included for study. All patients who completed PG surveys and completed one or both PROMIS physical function (PF) or pain interference (PI) metrics administered by computerized adaptive testing were included. Negative binomial regressions were used to compare PRO scores to PG overall satisfaction and PG satisfaction with care provider, adjusting for patient characteristics. Results were reported as dissatisfaction score ratios, which represented the amount of PG dissatisfaction associated with a 10-point increase in PROMIS PF or PI. Of the 3984 new patient visits, only 441 completed the PG survey (11.3% response rate).

RESULTS

Ceiling effects were seen with PG data: 64% of patients reported perfect satisfaction with care provider and 27% had perfect overall satisfaction. Higher function on the PROMIS PF was weakly associated with increased overall satisfaction (ratio = 0.82, 95% CI: 0.68-0.99, P = .039) and increased satisfaction with care provider (ratio = 0.60, 95% CI: 0.40-0.92, P = .019). However, pain (PROMIS PI) was not associated with overall satisfaction or with satisfaction with care provider.

CONCLUSIONS

Based on our data here, patient satisfaction was weakly related to patient-reported function but not pain interference among this subset of new patients presenting to a foot and ankle clinic. Given our essentially negative findings, further study is needed to determine which aspects of the PG satisfaction and PROMIS scores track similarly. Further, our findings add to the growing literature showcasing limitations of the PG tool, including low response rates and notable ceiling effects. If satisfaction metrics and patient-reported outcomes capture differing aspects of the patient experience, we need to better understand how that influences the measurement of health care quality and value.

LEVEL OF EVIDENCE

Level III, comparative study.

Preoperative Anxiety Effect on Patient-Reported Outcomes Following Foot and Ankle Surgery

BACKGROUND

Preoperative emotional distress has been shown to negatively influence joint arthroplasty and spine surgery, but limited data exist for foot and ankle outcomes. Emotional distress can be captured through modern tools like the Patient-Reported Outcomes Instrument Measurement System (PROMIS) anxiety domain. We hypothesized that patients with greater preoperative PROMIS anxiety scores would report greater pain and less function after foot and ankle surgery than patients with lower preoperative anxiety levels.

METHODS

Elective foot and ankle surgeries from May 2016 to December 2017 were retrospectively identified. PROMIS anxiety, pain interference (PI), and physical function (PF) scores were collected before and after surgery. Patients were grouped based on preoperative PROMIS scores greater or less than 59.4. A cutoff of PROMIS anxiety above 59.4 was selected as the threshold that corresponds to traditional measures of anxiety.

RESULTS

Compared to patients with less preoperative anxiety (average: 47.2, n=146), patients with higher preoperative anxiety (average: 63.9, n=59) had greater preoperative pain (PROMIS PI: 63.5 vs 59.1, P < .001) and lower physical function (PROMIS PF: 37.9 vs 42.0, P = .001). Postoperatively, patients with higher preoperative anxiety had more residual pain and greater functional disability as compared to patients with less preoperative emotional distress (PROMIS PI: 58.6 vs 52.9, P < .001; PROMIS PF: 39.8 vs 44.4, P < .001; respectively).

CONCLUSION

Our evidence showed that preoperative emotional anxiety predicted worse pain and function at early operative follow-up. Measures of preoperative anxiety could be useful in identifying patients at risk for poorer operative outcomes, but continued study is necessary.

LEVEL OF EVIDENCE

Level III, retrospective comparative study.

Patient-Reported Allergies Do Not Predict Poorer PROMIS Function, Pain, and Depression Scores Following Foot and Ankle Surgery

BACKGROUND

Identifying preoperative risk factors that may portend poorer operative outcomes remains a topic of current interest. In hip and knee arthroplasty patients, the presence of patient-reported allergies (PRAs) has been associated with worse pain and function after joint replacement. However, these results have not been replicated across studies, including in shoulder arthroplasty cases. The impact of PRAs on foot and ankle outcomes has yet to be studied. The purpose of our study was to evaluate whether PRAs influence patient-reported outcome in foot and ankle surgery.

METHODS

To determine if PRAs are linked to poorer operative outcomes, we retrospectively identified 159 patients who underwent elective foot and ankle surgery. PRA data were obtained via chart review, and patient-reported outcomes were assessed preoperatively and postoperatively via multiple domains, including Patient Reported Outcome Measurement Information System (PROMIS) physical function, pain interference, and depression measures. Consistent with prior methodology, we compared outcome measures (preoperative, postoperative, and the change in outcome scores) between patients without self-reported allergies to patients with at least 1 PRA.

RESULTS

There were 159 patients studied; 79 patients had no allergies listed, and 80 patients had at least 1 PRA. Of the 80 patients with at least 1 PRA, there were a total of 170 possible allergies. There were no differences in preoperative, postoperative, or the change in outcome scores for all PROMIS measures (physical function, pain interference, and depression; P > .05) between patients with at least 1 PRA and those patients without any listed PRAs.

CONCLUSIONS

We were unable to prove our hypothesis that PRAs were linked to poorer patient-reported outcomes following foot and ankle surgery. Closer review of the published reports linking PRAs to worse total joint arthroplasty outcomes revealed data that, while statistically significant, are likely not clinically relevant. Our negative findings, then, may in fact parallel prior studies on hip, knee, and shoulder arthroplasty patients. The presence of PRAs does not appear to be a risk factor for suboptimal outcomes in foot and ankle surgery.

LEVEL OF EVIDENCE

Level III, comparative series.

Patient-Reported Allergies Do Not Predict Poorer PROMIS Function, Pain, and Depression Scores Following Foot and Ankle Surgery

BACKGROUND

Identifying preoperative risk factors that may portend poorer operative outcomes remains a topic of current interest. In hip and knee arthroplasty patients, the presence of patient-reported allergies (PRAs) has been associated with worse pain and function after joint replacement. However, these results have not been replicated across studies, including in shoulder arthroplasty cases. The impact of PRAs on foot and ankle outcomes has yet to be studied. The purpose of our study was to evaluate whether PRAs influence patient-reported outcome in foot and ankle surgery.

METHODS

To determine if PRAs are linked to poorer operative outcomes, we retrospectively identified 159 patients who underwent elective foot and ankle surgery. PRA data were obtained via chart review, and patient-reported outcomes were assessed preoperatively and postoperatively via multiple domains, including Patient Reported Outcome Measurement Information System (PROMIS) physical function, pain interference, and depression measures. Consistent with prior methodology, we compared outcome measures (preoperative, postoperative, and the change in outcome scores) between patients without self-reported allergies to patients with at least 1 PRA.

RESULTS

There were 159 patients studied; 79 patients had no allergies listed, and 80 patients had at least 1 PRA. Of the 80 patients with at least 1 PRA, there were a total of 170 possible allergies. There were no differences in preoperative, postoperative, or the change in outcome scores for all PROMIS measures (physical function, pain interference, and depression; P > .05) between patients with at least 1 PRA and those patients without any listed PRAs.

CONCLUSIONS

We were unable to prove our hypothesis that PRAs were linked to poorer patient-reported outcomes following foot and ankle surgery. Closer review of the published reports linking PRAs to worse total joint arthroplasty outcomes revealed data that, while statistically significant, are likely not clinically relevant. Our negative findings, then, may in fact parallel prior studies on hip, knee, and shoulder arthroplasty patients. The presence of PRAs does not appear to be a risk factor for suboptimal outcomes in foot and ankle surgery.

LEVEL OF EVIDENCE

Level III, comparative series.

Rheumatoid Forefoot Reconstruction in the Nonrheumatoid Patient

BACKGROUND

Recurrent pain and deformity following forefoot surgery can cause significant patient disability. In patients with rheumatoid arthritis, first metatarsophalangeal (MTP) joint arthrodesis with lesser metatarsal head resections-termed the rheumatoid forefoot reconstruction-has been shown to be a reliable operation for pain relief and deformity correction. Limited data, however, have been published on outcomes of the same forefoot reconstruction operation in the nonrheumatoid patient. Here, we describe our experience with this procedure in patients without rheumatoid disease, hypothesizing improved clinical and radiographic outcomes following surgery.

METHODS

Following chart review and reviewing billing codes, we retrospectively identified patients without a diagnosis of rheumatoid arthritis who underwent first MTP arthrodesis with lesser metatarsal head resections. Phone surveys were conducted to assess clinical outcomes including pain and patient satisfaction. Preoperative and postoperative radiographs were reviewed for 1, 2 intermetatarsal angle (IMA), hallux valgus angle (HVA), second MTP angle (MTP-2), and lesser MTP alignment (in both sagittal and axial planes). Postoperative radiographs were assessed for radiographic union. We identified 14 nonrheumatoid patients (16 feet) who underwent forefoot reconstruction. Of those, 13 patients (15 feet) were successfully contacted via follow-up phone survey at an average of 44.3 months postoperatively (range: 20-76 months).

RESULTS

Mean postoperative satisfaction scores were 9.0 (out of 10). No patients required reoperation at final phone follow-up. Pain scores significantly decreased from 6.2 preoperatively to 1.9 postoperatively ( P <.001). Radiographic parameters (1,2 IMA, HVA, MTP-2, and lesser MTP alignment in the sagittal plane) improved with surgery ( P <.05), and all 16 feet achieved union of the first MTP arthrodesis.

CONCLUSION

With decreased pain, high satisfaction rates, and improved radiographic parameters, first MTP arthrodesis coupled with lesser metatarsal head resection was a viable option for nonrheumatoid patients who failed prior attempts at forefoot reconstruction or have chronic forefoot pain with deformity.

LEVEL OF EVIDENCE

Level IV, retrospective case series.

Interactive effects of DAOA (G72) and catechol-O-methyltransferase on neurophysiology in prefrontal cortex

BACKGROUND

Accumulating evidence indicates that genetic polymorphisms of D-amino acid oxidase activator (DAOA) (M24; rs1421292; T-allele) and catechol-O-methyltransferase (COMT) (Val¹⁵⁸Met; rs4680) likely enhance susceptibility to schizophrenia. Previously, clinical association between DAOA M24 (T-allele) and a functionally inefficient 3-marker COMT haplotype (that included COMT Val¹⁵⁸Met) uncovered epistatic effects on risk for schizophrenia. Therefore, we projected that healthy control subjects with risk genotypes for both DAOA M24 (T/T) and COMT Val¹⁵⁸Met (Val/Val) would produce prefrontal inefficiency, a critical physiological marker of the dorsolateral prefrontal cortex (DLPFC) in schizophrenic patients influenced by both familial and heritable factors.

METHODS

With 3T blood oxygen level dependent functional magnetic resonance imaging data, we analyzed in SPM5 the proposed interaction of DAOA and COMT in 82 healthy volunteers performing an N-back executive working memory paradigm (2-back > 0-back).

RESULTS

As predicted, we detected a functional gene x gene interaction between DAOA and COMT in the DLPFC.

CONCLUSIONS

The neuroimaging findings here of inefficient information processing in the prefrontal cortex seem to echo prior statistical epistasis between risk alleles for DAOA and COMT, albeit within a small sample. These in vivo results suggest that deleterious genotypes for DAOA and COMT might contribute to the pathophysiology of schizophrenia, perhaps through combined glutamatergic and dopaminergic dysregulation.

Evidence of statistical epistasis between DISC1, CIT and NDEL1 impacting risk for schizophrenia: biological validation with functional neuroimaging

The etiology of schizophrenia likely involves genetic interactions. DISC1, a promising candidate susceptibility gene, encodes a protein which interacts with many other proteins, including CIT, NDEL1, NDE1, FEZ1 and PAFAH1B1, some of which also have been associated with psychosis. We tested for epistasis between these genes in a schizophrenia case-control study using machine learning algorithms (MLAs: random forest, generalized boosted regression andMonteCarlo logic regression). Convergence of MLAs revealed a subset of seven SNPs that were subjected to 2-SNP interaction modeling using likelihood ratio tests for nested unconditional logistic regression models. Of the 7C2 = 21 interactions, four were significant at the α = 0.05 level: DISC1 rs1411771-CIT rs10744743 OR = 3.07 (1.37, 6.98) p = 0.007; CIT rs3847960-CIT rs203332 OR = 2.90 (1.45, 5.79) p = 0.003; CIT rs3847960-CIT rs440299 OR = 2.16 (1.04, 4.46) p = 0.038; one survived Bonferroni correction (NDEL1 rs4791707-CIT rs10744743 OR = 4.44 (2.22, 8.88) p = 0.00013). Three of four interactions were validated via functional magnetic resonance imaging (fMRI) in an independent sample of healthy controls; risk associated alleles at both SNPs predicted prefrontal cortical inefficiency during the N-back task, a schizophrenia-linked intermediate biological phenotype: rs3847960-rs440299; rs1411771-rs10744743, rs4791707-rs10744743 (SPM5 p < 0.05, corrected), although we were unable to statistically replicate the interactions in other clinical samples. Interestingly, the CIT SNPs are proximal to exons that encode theDISC1 interaction domain. In addition, the 3' UTR DISC1 rs1411771 is predicted to be an exonic splicing enhancer and the NDEL1 SNP is ~3,000 bp from the exon encoding the region of NDEL1 that interacts with the DISC1 protein, giving a plausible biological basis for epistasis signals validated by fMRI.