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To evaluate the application effects of this comprehensive management protocol, this study collected and analyzed clinical data from patients undergoing lung cancer resection. The cohort consisted of patients managed according to this protocol, along with a comparable control group receiving conventional perioperative care.
Protocol implementation and baseline characteristics
The baseline clinical, demographic, and surgical characteristics of the study population are summarized in Table 1. Among the 277 patients who underwent anatomical thoracic surgery at the institution between January 2021 and December 2022, 150 were managed under the comprehensive management protocol (intervention group), and 127 received conventional care (control group). The implementation fidelity and compliance metrics audited across the treatment continuum are detailed in Table 2. Key process metrics indicated highly successful protocol execution: prehabilitation completion was achieved in 90.7% of patients in the intervention group (vs. 29.9% in the control group), structured nutritional support was successfully provided to 46.0% (vs. 15.0%), lung-protective ventilation compliance reached 92.7% (vs. 52.0%), and early ambulation on Day 1 was implemented in 88.7% (vs. 37.0%), with all process metrics demonstrating a highly significant improvement (all P < 0.001) in the intervention cohort.
The baseline characteristics of both groups were well-balanced, with no statistically significant differences in mean age (56.04 ± 12.80 vs. 54.06 ± 13.60 years, P = 0.214), female gender distribution (62.0% vs. 66.9%, P = 0.467), body mass index thresholds, smoking history, prevalence of major comorbidities including chronic obstructive pulmonary disease (COPD, 19.3% vs. 18.1%, P = 0.916) and cardiovascular disease, tumor stage, or surgical approach (all P > 0.05, Table 1). This statistical comparability effectively rules out historical selection bias and validates subsequent outcome comparisons between the two groups.
Postoperative complications
The clinical application of the comprehensive care protocol was associated with a significant reduction in short-term postoperative morbidity, as extensively compiled in Table 2.
Pulmonary complications
The incidence of overall postoperative complications was significantly lower in the intervention group (10.0% vs. 29.1%, P < 0.001). This protective effect was most pronounced for pneumonia (3.3% vs. 11.0%, P = 0.022). Favorable, though non-significant, trends were observed for atelectasis (2.0% vs. 1.6%, P = 1.000) and respiratory failure (0.7% vs. 2.4%, P = 0.501).
Non-pulmonary complications
Rates of wound infection (0.0% vs. 3.1%, P = 0.092) and deep vein thrombosis (1.3% vs. 1.6%, P = 1.000) were also lower in the intervention group, although these differences did not reach statistical significance. No significant differences were found in the rates of prolonged air leak (1.3% vs. 4.7%, P = 0.187), pleural effusion requiring drainage, or urinary/gastrointestinal complications (2.0% vs. 0.8%, P = 0.736) between the groups. The comprehensive comparative profile of postoperative complications is illustrated in Figure 2.
Hospital stay and recovery efficiency
A principal benefit of the standardized protocol was a marked improvement in acute recovery efficiency and patient-reported experience. The postoperative hospital length of stay was statistically comparable between the comprehensive management group and the conventional care group (7.16 ± 3.32 days vs. 7.02 ± 3.66 days, P = 0.731, Table 2). Analysis of the hospital length of stay distribution, visually compared via the box plot in Figure 3, demonstrated a distinctly right-skewed profile in both cohorts, with a comprehensive range extending from a minimum of 4 days to a maximum of 24 days. High variability was driven by individual recovery dynamics, and statistical outliers extending beyond the 14-day threshold were observed in both groups using Tukey’s boxplot criteria, corresponding directly to individuals suffering from delayed resolution of low-grade air leaks. However, the intervention group demonstrated substantially superior quality-of-recovery metrics: the maximal numeric rating scale (NRS) pain score on postoperative days 1–3 was significantly reduced in the comprehensive management cohort (3.47 ± 1.01 vs. 5.17 ± 1.45, P < 0.001), representing improved clinical pain control efficiency. Furthermore, global patient satisfaction scores evaluated at discharge were markedly higher in the protocol cohort (91.82 ± 3.67 vs. 83.06 ± 6.13, P < 0.001, Table 2), with the data distribution patterns illustrated in Figure 3.
Survival outcomes and risk factor analysis
The multidisciplinary protocol demonstrated a substantial protective impact on short-term survival outcomes.
Risk factors
To construct a robust prognostic model and prevent the omission of vital confounding parameters, baseline clinical variables were systematically screened using univariate logistic regression. Variables demonstrating a baseline significance threshold of P < 0.10 in univariate screening, specifically advanced age, impaired baseline pulmonary function, preoperative COPD, and cardiovascular disease, along with the primary exposure variable (Comprehensive Management Protocol), were advanced into the final multivariable logistic regression model to control for confounding variables. Multivariable analysis identified the comprehensive perioperative management protocol as a powerful independent protective factor against mortality (Odds Ratio [OR] = 0.36, 95% Confidence Interval [CI]: 0.18–0.74, P = 0.005). Other independent risk predictors identified in the final model included advanced age (≥70 years, OR = 1.98, 95% CI: 1.13–3.48, P = 0.019), impaired pulmonary function (preoperative FEV₁ <60%, OR = 1.62, 95% CI: 1.01–2.60, P = 0.048), preoperative COPD (OR = 1.62, 95% CI: 1.02–2.60, P = 0.044), and cardiovascular disease (OR = 1.68, 95% CI: 1.02–2.78, P = 0.041). The detailed univariate and multivariable regression parameters are presented in Table 3, and the final odds ratios with exact 95% CIs are graphically displayed inline within the forest plot in Figure 4.
Mortality
The 90-day mortality rate was significantly lower in the intervention group (10.0% vs. 29.9%, P < 0.001), representing a profound clinical survival benefit. A lower 30-day mortality rate was also observed (4.0% vs. 10.2%), though this difference approached but did not reach full statistical significance (P = 0.071, Table 2). The Kaplan-Meier survival analysis, stratified into 30-day survival (Figure 5A) and 90-day survival (Figure 5B), showed a clear separation of curves in favor of the comprehensive protocol. This longitudinal survival advantage is fully supported by the inline shaded 95% confidence intervals and the corresponding number-at-risk tracking tables grid positioned below the time axis; specifically, the intervention group maintained a risk pool of 150, 144, and 135 surviving individuals at Days 0, 30, and 90, compared to 127, 114, and 89 individuals in the conventional care cohort, respectively.
Readmission
The unplanned 30-day readmission rate was numerically lower in the intervention group (13.3% vs. 15.7%), but this difference was not statistically significant (P = 0.691, Table 2).

Figure 1: Schematic overview of the perioperative multidisciplinary management protocol. The diagram illustrates the three-phase pathway (preoperative, intraoperative, postoperative) with key interventions and responsible team roles. Please click here to view a larger version of this figure.

Figure 2: Comparison of postoperative complications between groups. Bar graph demonstrating the incidence of major postoperative complications in comprehensive management versus conventional care groups. Each complication category is annotated with its respective statistical significance (P-value or 'ns' for non-significant comparisons) derived from the final audited dataset. Please click here to view a larger version of this figure.

Figure 3: Distribution of postoperative hospital stay duration. Box plot illustrating the comparable postoperative hospital stay duration between the comprehensive management group (7.16 3.32 days) and the conventional care group (7.02 3.66 days, P = 0.731, marked as 'ns'). Red circular markers indicate statistical outliers extending beyond the interquartile range (IQR). Please click here to view a larger version of this figure.

Figure 4: Multivariate analysis of factors associated with 90-day mortality. Forest plot displaying odds ratios (OR) and 95% confidence intervals (CI) from multivariate logistic regression analysis for 90-day mortality. The vertical line at OR = 1.0 indicates no effect, and exact independent risk/protective estimates are displayed inline next to each significant predictor. Please click here to view a larger version of this figure.

Figure 5: Kaplan-Meier overall survival analysis over short-term follow-up timelines. (A) 30-day overall survival curves comparing postoperative survival probabilities between the comprehensive management and conventional care groups. (B) 90-day overall survival curves comparing longitudinal survival between the two cohorts. Both panels are enhanced with shaded 95% confidence interval bands and corresponding number-at-risk tracking tables aligned below the time axis. Please click here to view a larger version of this figure.
| Variable | Conventional (n=127) | Comprehensive (n=150) | P-value |
| Age (mean ± SD) | 54.06 ± 13.60 | 56.04 ± 12.80 | 0.214 |
| Gender, n (%) | | | 0.467 |
| Female | 85 (66.9) | 93 (62.0) | |
| Male | 42 (33.1) | 57 (38.0) | |
| BMI, n (%) | | | 0.381 |
| < 25 kg/m² | 87 (68.5) | 111 (74.0) | |
| ≥ 25 kg/m² | 40 (31.5) | 39 (26.0) | |
| Smoking history, n (%) | | | 0.237 |
| No | 52 (40.9) | 50 (33.3) | |
| Yes | 75 (59.1) | 100 (66.7) | |
| Comorbidity: COPD, n (%) | | | 0.916 |
| No | 104 (81.9) | 121 (80.7) | |
| Yes | 23 (18.1) | 29 (19.3) | |
| Comorbidity: CVD, n (%) | | | 0.69 |
| No | 100 (78.7) | 114 (76.0) | |
| Yes | 27 (21.3) | 36 (24.0) | |
| Tumor stage, n (%) | | | 0.346 |
| Stage I–II | 63 (49.6) | 84 (56.0) | |
| Stage III–IV | 64 (50.4) | 66 (44.0) | |
| Surgical approach, n (%) | | | 0.552 |
| CT-guided biopsy | 0 (0.0) | 1 (0.7) | |
| VATS Lobectomy | 31 (24.4) | 35 (23.3) | |
| VATS Segmentectomy | 94 (74.0) | 112 (74.7) | |
| EBUS-TBNA | 0 (0.0) | 1 (0.7) | |
| Bronchoscopy | 0 (0.0) | 1 (0.7) | |
| Thoracoscopic lesion resection | 1 (0.8) | 0 (0.0) | |
| Thoracoscopic wedge resection | 1 (0.8) | 0 (0.0) | |
| ASA Score, n (%) | | | 0.135 |
| I | 20 (15.7) | 32 (21.3) | |
| II | 82 (64.6) | 79 (52.7) | |
| III | 25 (19.7) | 39 (26.0) | |
| FEV₁% (mean ± SD) | 70.23 ± 15.11 | 73.11 ± 13.65 | 0.097 |
Table 1: Baseline characteristics of patients with lung cancer at admission (n = 277). Values are presented as mean ± standard deviation, median (interquartile range), or number (%). P-values derived from χ2 test or the t-test, as appropriate. Abbreviations: VATS = Video-assisted thoracoscopic surgery; COPD = Chronic obstructive pulmonary disease; FEV₁ = Forced expiratory volume in 1 s; ASA = American Society of Anesthesiologists; BMI = Body Mass Index; CVD = Cardiovascular Disease.
| Outcome variable | Conventional (n=127) | Comprehensive (n=150) | P-value |
| Protocol Compliance | | | |
| Prehabilitation completion, n (%) | 38 (29.9) | 136 (90.7) | <0.001 |
| Structured nutritional support, n (%) | 19 (15.0) | 69 (46.0) | <0.001 |
| Lung-protective ventilation, n (%) | 66 (52.0) | 139 (92.7) | <0.001 |
| Early ambulation on Day 1, n (%) | 47 (37.0) | 133 (88.7) | <0.001 |
| Postoperative Complications | | | |
| Overall complications, n (%) | 37 (29.1) | 15 (10.0) | <0.001 |
| Pneumonia | 14 (11.0) | 5 (3.3) | 0.022 |
| Atelectasis | 2 (1.6) | 3 (2.0) | 1 |
| Respiratory failure | 3 (2.4) | 1 (0.7) | 0.501 |
| Wound infection | 4 (3.1) | 0 (0.0) | 0.092 |
| Deep vein thrombosis | 2 (1.6) | 2 (1.3) | 1 |
| Prolonged air leak | 6 (4.7) | 2 (1.3) | 0.187 |
| Urinary or gastrointestinal | 1 (0.8) | 3 (2.0) | 0.736 |
| Recovery Metrics | | | |
| Hospital length of stay (days), mean ± SD | 7.02 ± 3.66 | 7.16 ± 3.32 | 0.731 |
| Maximal NRS pain score (0–10) | 5.17 ± 1.45 | 3.47 ± 1.01 | <0.001 |
| Patient satisfaction score | 83.06 ± 6.13 | 91.82 ± 3.67 | <0.001 |
| Follow-up Outcomes | | | |
| 30-day readmission rate, n (%) | 20 (15.7) | 20 (13.3) | 0.691 |
| 30-day mortality, n (%) | 13 (10.2) | 6 (4.0) | 0.071 |
| 90-day mortality, n (%) | 38 (29.9) | 15 (10.0) | <0.001 |
Table 2: Comparison of postoperative complications, recovery efficiency, and protocol compliance between the comprehensive management group and conventional care group (n = 277). Values are expressed as a number (%), except for continuous recovery and quality metrics (mean ± SD). The table systematically compiles both implementation process metrics (compliance rates for prehabilitation, nutrition, ventilation, and early mobilization) and comprehensive clinical outcomes. P-values are from chi-square or Fisher’s exact test for categorical variables, and t-test for continuous variables. Complications were assessed within 14 days postoperatively. Pain metrics represent the maximal numeric rating scale (NRS) scores recorded across postoperative days 1–3, and global patient satisfaction was measured via a structured 100-point visual analog scale (VAS) survey at discharge.
| Variable | Univariate OR (95% CI) | P-value | Multivariate OR (95% CI) | P-value |
| COPD | 1.66 (1.06–2.59) | 0.026 | 1.62 (1.02–2.60) | 0.044 |
| Cardiovascular disease | 1.74 (1.08–2.80) | 0.023 | 1.68 (1.02–2.78) | 0.041 |
| Preoperative FEV₁ < 60% | 1.62 (1.01–2.60) | 0.045 | 1.62 (1.01–2.60) | 0.048 |
| Comprehensive Management | 0.45 (0.28–0.72) | <0.001 | 0.36 (0.18–0.74) | 0.005 |
| Age ≥ 70 years | 1.79 (1.03–3.10) | 0.039 | 1.98 (1.13–3.48) | 0.019 |
| Gender (Male) | 1.11 (0.59–2.05) | 0.736 | -- | -- |
| BMI ≥ 25 kg/m² | 1.53 (0.80–2.86) | 0.191 | -- | -- |
| Smoking history | 0.78 (0.43–1.45) | 0.432 | -- | -- |
| Tumor Stage (III–IV) | 1.47 (0.81–2.70) | 0.208 | -- | -- |
Table 3: Univariate and multivariate logistic regression analysis of risk factors associated with 90-day mortality in all lung cancer patients. OR = Odds Ratio; CI = Confidence Interval; VATS = Video-Assisted Thoracoscopic Surgery; COPD = Chronic Obstructive Pulmonary Disease; FEV₁ = Forced Expiratory Volume in 1 s; CVD = Cardiovascular Disease. Variables with P < 0.10 in univariate analysis were included in multivariate modeling. Outcome = 90-day all-cause mortality. "--" indicates variables excluded from the final multivariable model due to a lack of independent statistical significance (P ≥ 0.05) during stepwise backward elimination.