Sadness and body image distress emerged as the most central symptoms in decompensated cirrhosis
Hospitalized patients with decompensated cirrhosis often carry symptom burdens that are broader than ascites, jaundice, or encephalopathy alone. In this multicenter-style hospital cohort drawn from a single tertiary Grade A hospital in China, investigators examined whether symptom severity and symptom distress behave as overlapping but still distinct clinical networks. They enrolled 459 hospitalized patients between July 2025 and January 2026 and used the Chinese version of the Memorial Symptom Assessment Scale to map 16 symptoms across two parallel structures: one for severity and one for distress.
The signal was strong and immediate. Patient-level mean severity and distress scores across the 16 symptoms were strongly positively correlated, with Spearman’s ρ = 0.957. In practical terms, symptoms that felt more intense also tended to feel more distressing, but the network framework still separated the two experiences well enough to identify different symptoms as the most influential nodes. No statistically significant differences appeared between the two networks in global strength or overall structure, suggesting a closely aligned symptom ecology rather than two unrelated syndromes.
Two networks, two different anchors for bedside assessment
Within the symptom severity network, “Feeling sad” had the highest expected influence. In the distress network, “I don’t look like myself” occupied that top spot. Those findings matter because the most central symptom is not necessarily the one clinicians see first on a ward round; it is the symptom most likely to link with, reinforce, or propagate other complaints across the broader symptom web. Affective burden and altered self-image can both intensify fatigue, appetite loss, social withdrawal, sleep problems, and the sense that illness is taking control of identity, even when the liver disease itself is the biological driver.
The distinction between severity and distress also fits the lived experience of advanced liver disease. Severe symptoms may be physically measurable, yet distress often tracks how a patient interprets and absorbs those symptoms into daily function and self-perception. A person with ascites, edema, or muscle wasting may rate bodily change as deeply distressing even when the symptom is not the most painful. In cirrhosis, facial changes, abdominal distension, and sarcopenic appearance can be especially visible markers of decline, which helps explain why the feeling of not looking like oneself rose to the top of the distress network.
Disease severity, income, and caregiving shaped the dominant symptoms
Binary logistic regression added a more grounded clinical layer to the network map. The occurrence of “Feeling sad” was associated with the Model for End-Stage Liver Disease score category and per capita monthly household income. The occurrence of “I don’t look like myself” was associated with the same MELD score category, per capita monthly household income, and primary caregiver. These associations point to a symptom pattern that is not purely biological. Disease severity likely amplifies physiologic decline, functional limitation, and visible stigmata of cirrhosis, all of which can deepen sadness and body image distress. Income probably acts as a marker of access, resilience, and household capacity to absorb the costs of chronic illness. Caregiver presence may shape how often patients receive emotional reassurance, practical support, or feedback about appearance and function.
No broad network imbalance was detected, but the regression results sharpen the clinical picture. Patients with more advanced disease do not simply report more symptoms; they may experience the disease through a narrower psychological funnel in which sadness and altered self-image become organizing experiences. Once those symptoms settle into the center of the network, they may serve as entry points for broader symptom management. A bedside interview that focuses only on pain or dyspnea can miss that centrality.
Why the central symptoms may matter in cirrhosis care
The biological logic is straightforward enough to guide practice. Advanced cirrhosis drives inflammatory stress, metabolic derangement, malnutrition, fatigue, and visible physical change. Those effects can converge on mood and self-perception, especially during hospitalization when patients are removed from familiar routines and exposed to repeated examinations, procedures, and prognostic uncertainty. Sadness can intensify symptom awareness, and distress about appearance can magnify isolation or withdrawal. In a network framework, those central emotions are not passive consequences; they can amplify the rest of the symptom burden.
For nursing and symptom-management teams, the message is concrete. Screening should not stop at a generic inventory of complaints. Patients with higher MELD categories and lower household income may need more deliberate assessment for depressive affect and body image distress, especially when a primary caregiver is absent or limited in involvement. The study offers a reference point for prioritizing emotional and perceptual symptoms alongside the traditional physical complications of decompensated cirrhosis.
The design still leaves room for caution. Convenience sampling from a single tertiary hospital limits how far the pattern can be generalized, and the work captures hospitalized patients at one point in their illness trajectory rather than following symptom evolution over time. Even so, the separation of severity and distress into two closely related but not identical networks gives clinicians a sharper lens for symptom triage. In decompensated cirrhosis, the most influential symptom may not be the most obvious one on admission. It may be the one that most tightly binds the rest of the patient’s suffering together.