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SM Journal of Hematology & Oncology

Efficacy Trajectory and Hematologic Safety of Oral JAK Inhibitors in Elderly Patients with Moderate-To-Severe Atopic Dermatitis: A Prospective Real-World Study

Abstract Citation INTRODUCTION MATERIALS AND METHODS RESULTS DISCUSSION AUTHOR CONTRIBUTIONS FUNDING ACKNOWLEDGMENTS CONFLICTS OF INTEREST REFERENCES
Details

Received: 23-Jun-2026

Accepted: 04-Sep-2026

Published: 05-Sep-2026

Lin Zhang1, Sirong Xie1, Hongze Han2, Yidi Zhu3, Zhiping Wei1*and Guan Jiang1#

1Department of Dermatology, The Affiliated Hospital of Xuzhou Medical University, China

2Department of Dermatology, Pizhou Hospital of Traditional Chinese Medicine, China

3Department of Dermtology, Wuxi Xishan People’s Hospital, Wuxi, Jiangsu, China

4Xuzhou Medical University, Xuzhou, China

Corresponding Author:

Zhiping Wei, Department of Dermatology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China

Keywords

Atopic Dermatitis; JAK Inhibitors; Upadacitinib; Abrocitinib; Elderly Patients.

Abstract

Background: Elderly patients with moderate-to-severe Atopic Dermatitis (AD) often have multiple comorbidities and immunosenescence, raising concerns regarding the efficacy and safety of systemic therapies. Real-world evidence on oral Janus Kinase (JAK) inhibitors in this population remains limited. Methods: In this prospective real-world cohort, 90 elderly patients with moderate-to-severe AD received abrocitinib or upadacitinib and were followed for up to 36 weeks. After early discontinuations, 80 patients were included in the final analysis. Disease severity (EASI, SCORAD, and DLQI) and laboratory parameters were assessed longitudinally, and linear mixed-effects models were applied to identify factors associated with treatment response. Results: Both JAK inhibitors induced rapid and sustained clinical improvement. EASI50, EASI75, and EASI90 response rates increased as early as Week 4 and reached a stable plateau after Week 16. Upadacitinib was associated with faster and greater early improvement, whereas long-term efficacy was comparable between groups by Week 36. SCORAD and DLQI scores decreased significantly throughout follow-up (both P < 0.001). Shorter disease duration, treatment with upadacitinib, and higher body mass index were independently associated with greater EASI improvement. Both treatments were generally well tolerated. Herpes zoster occurred more frequently in the upadacitinib group but was mild to moderate and manageable, and no serious adverse events were observed. Conclusions: In elderly patients with moderate-to-severe AD, both abrocitinib and upadacitinib demonstrated rapid, durable efficacy and an acceptable safety profile in a real-world setting, with upadacitinib showing a modest advantage in early disease control.

Citation

Zhang L, Xie S, Han H, Zhu Y, Wei Z et al, (2026) Efficacy Trajec tory and Hematologic Safety of Oral JAK Inhibitors in Elderly Patients with Moderate-To-Severe Atopic Dermatitis: A Prospective Real-World Study.

INTRODUCTION

Atopic Dermatitis (AD) is a chronic, relapsing inflammatory skin disease driven by genetic susceptibility, immune dysregulation, and epidermal barrier dysfunction [1-3]. Its global prevalence has increased steadily in recent years. Although AD commonly begins in childhood, the burden of disease in middle-aged and elderly individuals has received growing attention [4]. Compared with younger patients, elderly individuals often have longer disease duration, more extensive skin involvement, persistent inflammation, severe pruritus, sleep disturbance, and impaired quality of life. Age-related structural changes in the skin, immune senescence, and chronic comorbid conditions contribute to distinct clinical features and therapeutic needs in this population [5].

Elderly patients frequently have comorbid hypertension, diabetes mellitus, chronic kidney disease, and atherosclerosis [6]. Age-related decline in hepatic and renal function further increases the risk of drug-related adverse effects. Traditional systemic therapies, including corticosteroids, cyclosporine, methotrexate, and other immunosuppressants, may provide short-term symptom control but are limited by hepatotoxicity, nephrotoxicity, infection risk, drug–drug interactions, and poor long-term tolerability [7]. These limitations are more pronounced in elderly patients, highlighting the need for safer long term treatment options.

Targeted therapies have substantially altered the management of AD. Dupilumab, an IL-4/IL-13 pathway inhibitor, has become a cornerstone therapy for moderate-to-severe AD and provides meaningful benefit for many patients [4-9]. Nevertheless, some individuals experience inadequate responses or discontinue therapy because of adverse events such as conjunctivitis, underscoring the heterogeneity of AD pathophysiology and treatment response [10].

Oral JAK inhibitors, including upadacitinib and abrocitinib, inhibit the JAK–STAT pathway and downstream cytokines such as IL-4, IL-13, and IL-31, resulting in rapid improvement of skin inflammation and pruritus [11,12]. However, these agents may be associated with infections, dyslipidemia, and elevations in liver enzymes [13,14]. In elderly patients with immunosenescence and multiple comorbidities, balancing efficacy and safety is particularly important [15].

Despite increasing clinical use, prospective real-world data on JAK inhibitors in elderly patients with AD—especially regarding long-term efficacy trajectories and hematologic safety—remain limited. To address this gap, we conducted a prospective cohort study to evaluate the 36-week efficacy and safety of upadacitinib and abrocitinib in elderly patients with moderate-to-severe AD, with the goal of informing individualized treatment strategies.

MATERIALS AND METHODS

Enrollment

This study was a prospective, real-world cohort conducted at the Affiliated Hospital of Xuzhou Medical University from September 2024 to September 2025. A total of 90 elderly patients with moderate-to-severe atopic dermatitis were enrolled: 44 in the abrocitinib group (Group A) and 46 in the upadacitinib group (Group B). During the 36-week follow up, a total of 10 patients (4 in Group A and 6 in Group B) discontinued treatment before Week 12 because of economic or personal reasons. These discontinuations were not considered to be related to treatment efficacy. These individuals were excluded from the final efficacy and safety analyses. Ultimately, 80 patients (40 per group) completed the full follow-up and were included in the final dataset.

Study Population

Inclusion criteria: age ≥ 65 years; diagnosis of moderate-to-severe AD; clinical indication for JAK inhibitor therapy; ability to complete scheduled follow-up and provide informed consent.

Exclusion criteria: known contraindications to JAK inhibitors; active infection or severe dysfunction of major organs; coexisting malignancy or other conditions precluding enrollment; inability to complete baseline EASI or SCORAD assessment.

Withdrawal criteria: comprised worsening of disease rendering continuation of the assigned treatment inappropriate; occurrence of serious drug-related adverse events; development of intercurrent illnesses during treatment that could affect study outcomes; use of treatments prohibited by the study protocol; poor compliance, including failure to adhere to scheduled treatment or follow-up; voluntary withdrawal by the participant for personal reasons; or determination by the investigator that continued participation was not appropriate.

Interventions

Patients received oral JAK inhibitor therapy. Topical corticosteroids were permitted for severe lesions, while other systemic or injectable antipruritic treatments were not allowed. Group A received abrocitinib 100 mg once daily, and Group B received upadacitinib 15 mg once daily. Fixed dosing was applied during the induction phase (Weeks 0–16). After Week 16, patients who achieved EASI50 with stable disease control underwent gradual dose tapering to every-other-day dosing (qod), guided by regular efficacy and safety monitoring. Disease flare was defined as a marked increase in disease activity during dose tapering, indicated by an increase in EASI of ≥50% compared with the previous visit or a return to or exceeding the pre-tapering level. Concomitant systemic immunosuppressive therapies were prohibited.

Outcome Measures and Follow-Up

Primary outcomes were the proportions of patients achieving EASI50, EASI75, and EASI90 at Weeks 16 and 36. Secondary outcomes included longitudinal changes in SCORAD and DLQI, continuous EASI improvement for mixed-effects modeling, and safety outcomes (adverse events and laboratory abnormalities). Clinical assessments were performed every 4 weeks, and laboratory evaluations were conducted at baseline and every 12 weeks. After treatment discontinuation, patients entered a post-discontinuation follow-up period. Disease relapse was assessed at 4 and 12 weeks after treatment cessation. Relapse was defined as the reappearance or worsening of AD lesions requiring therapeutic intervention.

Data Collection

Data collected included demographic characteristics, disease severity indices, comorbidities, laboratory parameters, and adverse events graded according to CTCAE v5.0.

Statistical Analysis

Statistical analyses were performed using SPSS version 29.0 (IBM Corp., Armonk, NY, USA). Continuous variables are expressed as mean ± standard deviation or median (interquartile range), and categorical variables as frequencies and percentages. Within-group comparisons of EASI50, EASI75, and EASI90 at different time points were performed using McNemar’s test. Between-group comparisons at corresponding time points were conducted using the chi-square test or Fisher’s exact test, as appropriate. Longitudinal changes in EASI were analyzed using linear mixed-effects models. Safety outcomes were summarized descriptively. All tests were two-sided, with P < 0.05 considered statistically significant.

Ethical Considerations

This study was approved by the Ethics Committee of Xuzhou Medical University. All participants provided written informed consent. The study involved no additional interventions beyond routine clinical care and was conducted in accordance with minimal-risk research principles.

RESULTS

Baseline Characteristics

A total of 80 elderly patients with moderate-to-severe atopic dermatitis were included in the final analysis, including 40 treated with abrocitinib (Group A) and 40 with upadacitinib (Group B). Overall, 70.0% of patients were male. The two groups were comparable in age, sex distribution, disease duration, body mass index, and prevalence of cardiovascular disease and diabetes mellitus. Baseline disease severity, assessed by EASI, SCORAD, and DLQI, was similar between groups, indicating good baseline comparability (Table S1).

Efficacy Outcomes

1. Primary Efficacy Outcomes

Across the overall cohort, EASI50, EASI75, and EASI90 response rates increased progressively over time and stabilized during mid-to-late follow-up. EASI50 demonstrated the most rapid improvement, increasing from 30.0% at Week 4 to 46.25% at Week 8 and 75.0% at Week 12, reaching 88.75% by Week 16 and remaining high thereafter (96.25–100% during Weeks 20–36). EASI75 increased more gradually, from 17.5% at Week 4 to 25.0% at Week 8 and 42.25% at Week 12, reaching 56.25% at Week 16 and stabilizing at approximately 58–60% during later follow-up. In contrast, EASI90 responses emerged later, with achievement rates of 0% at Week 4, 1.25% at Week 8, and 3.75% at Week 12, increasing to 8.75% at Week 16 and remaining relatively stable at 10–11.25% thereafter. Overall, all efficacy endpoints showed substantial improvement before Week 16 and reached a stable plateau during subsequent follow-up. After achieving stable disease control at Week 16, 88.75% of patients initiated dose tapering for maintenance therapy, and no disease flare was observed during follow-up.

Subgroup analyses showed that both JAK inhibitors achieved rapid and sustained disease control, with differences observed in the speed and depth of response. In Group A (abrocitinib), the EASI50 response rate increased from 20.0% at Week 4 to 70.0% at Week 12 and stabilized at 95–100% from Week 20 onward. In Group B (upadacitinib), EASI50 responses were observed in 40.0% of patients at Week 4, increased to 80.0% at Week 12, and remained consistently high at 97.5–100% from Week 16 onward. For EASI75, Group A reached a stable response rate of approximately 50–55% from Week 20, whereas Group B achieved a plateau earlier, maintaining response rates of 62.5–65% from Week 16 onward. For EASI90, Group A achieved response rates of 5.0% at Week 16 and 5–7.5% during later follow-up, while Group B reached 12.5% at Week 16 and remained stable at 12.5–15% thereafter (Figure 1).

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

Figure 1. Temporal trends in EASI50, EASI75, and EASI90 response rates over the 36-week follow-up period. (A) Changes in EASI50 response rates over time, demonstrating a sustained increase in the overall population as well as in Groups A and B from Week 0 to Week 36.(B) Changes in EASI75 response rates over time, showing a rapid increase before Week 16, followed by stabilization in both treatment groups and the overall population. (C) Changes in EASI90 response rates over time, indicating that deep remission predominantly emerged after Weeks 12–16, with more pronounced improvement observed in Group B. (Lines represent the overall population, Group A, and Group B, respectively.)

To further characterize disease control trajectories over the 36-week period, Weeks 16 and 36 were predefined as key observation points. Within-group comparisons of EASI50, EASI75, and EASI90 achievement rates across Weeks 4, 16, and 36 were performed using the McNemar paired chi-square test, whereas between-group comparisons at each time point were conducted using Fisher’s exact test. Significant improvements were observed at Week 16 compared with Week 4 across all response thresholds (all P < 0.01), and similar significant differences were noted between Week 36 and Week 4 (all P < 0.01). No significant differences were detected between Weeks 16 and 36 for any endpoint. In between group comparisons, Group B showed a higher EASI50 response rate than Group A at Week 16 (P = 0.029), whereas no significant differences were observed for EASI75 (P = 0.176) or EASI90 (P = 0.432). At Week 36, both groups achieved 100% EASI50 response rates, with no significant between-group differences in EASI75 (P = 0.364) or EASI90 (P = 0.481).

2. Secondary Efficacy Measures

SCORAD

SCORAD scores decreased continuously over the 36-week follow-up in the overall population, with significant reductions from baseline at Weeks 16 and 36 (both P < 0.001). Compared with abrocitinib (Group A), upadacitinib (Group B) was associated with significantly lower SCORAD scores at both time points, indicating faster and more pronounced lesion improvement (Table S2).

DLQI

DLQI scores showed sustained improvement throughout the 36-week treatment period, with significant reductions from baseline at Weeks 16 and 36 (both P < 0.001). Upadacitinib (Group B) was associated with significantly lower DLQI scores compared with abrocitinib (Group A) at both time points, indicating faster and greater improvement in quality of life (Table S3).

EASI Improvement Rate Mixed-Effects Model

Mixed-effects model analysis showed that BMI, treatment group, and disease duration independently affected EASI improvement. Each 1-unit increase in BMI was associated with a 0.3% increase in improvement (P = 0.011), while group A had a 4.2% lower improvement rate than group B (P < 0.001). Each additional year of disease duration reduced improvement by 1.4% (P < 0.001). Age, sex, IgE, and presence of CVD or diabetes were not significant (all P > 0.05). Residual variance decreased over time, with high inter-individual variability at weeks 4–8; after week 16, variance stabilized and remained low through week 36 (Tables 1,2).

Table 1. Fixed Effects

Model term

Coefficient

Standard error

t

P

95% CI (Lower)

95% CI (Upper)

Intercept

0.813

0.0738

11.023

<0.001

0.668

0.958

Age

−0.001

0.001

−0.485

0.628

−0.003

0.002

Male

0.013

0.0101

1.327

0.185

−0.006

0.033

Female

—

—

—

—

—

—

BMI

0.003

0.0013

2.549

0.011

0.001

0.006

Group A (Abrocitinib)

−0.042

0.009

−4.605

<0.001

−0.059

−0.024

Group B (Upadacitinib)

—

—

—

—

—

—

Disease duration

−0.014

0.0009

−14.335

<0.001

−0.015

−0.012

IgE

8.438E-6

1.0300E-5

0.819

0.413

-1.178E-5

2.866E-5

No cardiovascular disease

0.006

0.0094

0.654

0.514

−0.012

0.024

Cardiovascular disease

—

—

—

—

—

—

No diabetes mellitus

−0.006

0.0105

−0.569

0.569

−0.027

0.015

Diabetes mellitus

—

—

—

—

—

—

Table 2. Residual Effects

Residual effect

Estimate

Standard error

Z

P

95% CI (Lower)

95% CI (Upper)

Var (Week 4)

0.146

0.023

6.251

<0.001

0.106

0.199

Var (Week 8)

0.078

0.013

6.203

<0.001

0.057

0.107

Var (Week 12)

0.03

0.005

6.154

<0.001

0.022

0.042

Var (Week 16)

0.015

0.002

6.274

<0.001

0.011

0.02

Var (Week 20)

0.011

0.002

6.313

<0.001

0.008

0.015

Var (Week 24)

0.01

0.002

6.296

<0.001

0.007

0.014

Var (Week 28)

0.01

0.002

6.253

<0.001

0.007

0.013

Var (Week 32)

0.01

0.002

6.154

<0.001

0.007

0.013

Var (Week 36)

0.01

0.002

6.077

<0.001

0.007

0.014

Safety

1. Adverse Events

During the 36-week follow-up period, the overall incidence of Adverse Events (AEs) in both groups was comparable to previous studies, though certain events showed a slightly higher trend in the elderly population. In Group A, the most common AEs included headache (12.5%), nausea (10%), gastrointestinal discomfort (7.5%), upper respiratory tract infection (7.5%), and 1 case of herpes simplex (2.5%). In Group B, upper respiratory tract infection (15%), gastrointestinal discomfort (7.5%), and headache (10%) were common. Three cases of herpes zoster (7.5%) occurred, exceeding previous RCT reports (approximately 1–3%), along with 2 cases of nausea (5%).

All adverse events were mild to moderate and resolved with symptomatic management, and no patients permanently discontinued treatment because of adverse reactions. No serious adverse events, including opportunistic infections, major adverse cardiovascular events, venous thromboembolism, or clinically significant hepatic or renal impairment, were observed. Overall, JAK inhibitors demonstrated an acceptable safety profile in elderly patients with AD, although infectious events such as herpes zoster occurred slightly more frequently, warranting careful monitoring.

2. Laboratory Parameters

Laboratory parameters were monitored at weeks 0, 12, 24, and 36, including complete blood count, hepatic and renal function, lipid profile, tuberculin γ interferon, quantitative hepatitis B and C viral load, and coagulation function. Regarding hematological indicators, three patients in Group A exhibited thrombocytopenia at week 12, with the lowest value recorded at 90 × 10^9/L. No further significant abnormalities were observed at weeks 24 and 36. For lipid profiles, Group A results fluctuated within normal ranges at all time points, with only one case showing a >20% increase from baseline at week 12. In contrast, Group B exhibited more pronounced lipid changes at week 12 follow-up: 12 patients showed >20% increases from baseline, including 4 with levels exceeding 3.40 mmol/L (maximum 3.81 mmol/L). Patients with dyslipidemia received dietary management advice and were referred to cardiovascular specialists. By follow-up at weeks 24 and 36, lipid levels in Group B had decreased from week 12, with all values falling below 3.4 mmol/L. Regarding liver function, mild elevations in transaminases were observed in both groups. Group A had 6, 4, and 3 cases of elevated transaminases at weeks 12, 24, and 36, respectively, while Group B had 7, 4, and 2 cases at the corresponding time points. None of these elevations had clear clinical significance and required no additional intervention. No abnormalities in tuberculosis, gamma interferon, or quantitative hepatitis B/C virus levels were observed during follow-up. See Figures 2 and 3.

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

Figure 2: Changes in laboratory parameters in elderly patients with atopic dermatitis in Group A during JAK inhibitor treatment at Weeks 0, 12, 24, and 36. (A) White blood cell count (WBC, ×10⁹/L);(B) Platelet count (PLT, ×10⁹/L);(C) Hemoglobin (Hb, g/L);(D) Serum creatinine (Scr, μmol/L);(E) Aspartate aminotransferase (AST, U/L);(F) Alanine aminotransferase (ALT, U/L);(G) D-dimer (μg/mL);(H) Low-density lipoprotein cholesterol (LDL-C, mmol/L).

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

Figure 3: Changes in laboratory parameters in elderly patients with atopic dermatitis in Group B during JAK inhibitor treatment at Weeks 0, 12, 24, and 36. (A) White blood cell count (WBC, ×10⁹/L);(B) Platelet count (PLT, ×10⁹/L);(C) Hemoglobin (Hb, g/L);(D) Serum creatinine (Scr, μmol/L);(E) Aspartate aminotransferase (AST, U/L);(F) Alanine aminotransferase (ALT, U/L);(G) D-dimer (μg/mL);(H) Low-density lipoprotein cholesterol (LDL-C, mmol/L)..

Relapse

During post-discontinuation follow-up, no relapses were observed at 4 weeks after treatment cessation. At 12 weeks after discontinuation, mild relapses confined to specific anatomical areas (mainly flexural sites) were observed in a small number of patients (Group A: 2/40; Group B: 3/40). All relapses were mild in severity and resolved with topical therapy, without the need for systemic treatment re-initiation.

DISCUSSION

Based on a prospective real-world cohort, this study systematically evaluated the efficacy and safety of upadacitinib and abrocitinib in elderly patients with moderate-to-severe atopic dermatitis. The results demonstrate that both JAK inhibitors can induce rapid and sustained therapeutic responses in this population [16]. The res ponse rates for EASI50, EASI75, and EASI90 were consistent with those reported in large clinical studies, indicating that JAK inhibitors remain effective in elderly patients with multiple comorbidities. Clinical improvement occurred rapidly before Week 16 and subsequently reached a stable plateau. Sustained reductions in SCORAD and DLQI further support the durability of treatment efficacy.

Notably, although the two agents achieved comparable long-term outcomes (e.g., at Week 36), subgroup analyses revealed clinically meaningful early differences. Upadacitinib demonstrated faster response onset and deeper symptom relief during the early-to-mid treatment period (e.g., by Week 16), with significantly greater improvements in SCORAD, DLQI, and early EASI50 responses compared with abrocitinib. These findings suggest that for elderly patients with refractory disease or high inflammatory burden who require rapid disease control and deeper remission, upadacitinib may represent a more favorable initial treatment option [17].

In terms of safety, the overall incidence of adverse events (AEs) in both groups was generally consistent with prior reports [6-18], although certain events appeared slightly more frequent in the elderly population. In the abrocitinib group, the most common AEs included headache, nausea, and gastrointestinal discomfort, which were mostly mild and transient. In contrast, upper respiratory tract infections were the most frequent AEs in the upadacitinib group, and three cases of herpes zoster were observed, corresponding to a higher incidence than that reported in previous randomized controlled trials (approximately 1–3%)[19,20]. This difference may be attributable to age-related immune decline, an increased risk of latent viral reactivation, and the modest inhibitory effects of JAK inhibitors on antiviral signaling pathways such as the interferon–STAT axis. Although all herpes zoster cases in this study were mild to moderate and resolved promptly with appropriate treatment, these findings highlight the importance of careful assessment of prior infection history in elderly AD patients receiving JAK inhibitors [13,14].

Herpes zoster vaccination and early intervention may be considered in elderly patients receiving JAK inhibitors. Despite a slightly higher incidence of infection-related adverse events, no serious safety signals were observed, and no treatment discontinuations occurred. Overall, with appropriate monitoring, JAK inhibitors demonstrate an acceptable safety profile in elderly patients.

Dynamic changes in laboratory parameters further support these safety conclusions. Although occasional mild elevations in liver transaminases, lipid fluctuations, or transient decreases in platelet counts were observed in both groups, these abnormalities were reversible, clinically insignificant, and did not result in organ dysfunction. Of note, notable elevations in LDL cholesterol were more frequently observed in the upadacitinib group at Week 12, consistent with prior reports indicating a higher incidence of metabolic adverse events among JAK inhibitor users [21]. These findings highlight the importance of regular lipid monitoring and timely intervention in elderly patients. No tuberculosis conversion or hepatitis B/C reactivation was observed, further supporting the safety of JAK inhibitors in this population.

The low relapse rate during post-treatment follow-up suggests sustained disease control after JAK inhibitor therapy. When relapse occurred, it was mild and responsive to topical treatment, supporting the feasibility of step-down management.

Using mixed-effects modeling, treatment regimen and disease duration emerged as the primary determinants of therapeutic response. Upadacitinib was associated with greater improvement than abrocitinib, and shorter disease duration predicted a more pronounced response. BMI showed a weak but statistically detectable positive association with treatment response, whereas age, sex, IgE levels, and common chronic comorbidities did not significantly influence efficacy [22]. These findings suggest that, in elderly patients, disease-related factors and treatment selection are more influential determinants of response than demographic characteristics. The progressive reduction in residual variance after Week 16 indicates convergence toward a stable treatment response, supporting the rapid onset and durable effects of both JAK inhibitors.

This study has several limitations. The absence of a comparator group receiving conventional systemic therapies or biologics limits direct treatment comparisons. The single-center design and modest sample size may have reduced statistical power, and the lack of inflammatory biomarkers [23] skin barrier measures, and pharmacokinetic data restricts mechanistic interpretation. Although the 36-week follow-up reflects mid-term efficacy and safety, longer-term outcomes remain to be determined. Future multicenter studies with larger cohorts and extended follow-up are warranted to optimize JAK inhibitor–based management strategies in elderly patients with atopic dermatitis.

AUTHOR CONTRIBUTIONS

Conceptualization: Zhiping Wei, Guan Jiang. Methodology: Lin Zhang, Sirong Xie, Hongze Han.

Investigation: Lin Zhang, Sirong Xie, Hongze Han, Yidi Zhu. Data curation: Sirong Xie, Hongze Han.

Formal analysis: Sirong Xie. Visualization: Lin Zhang, Sirong Xie.

Writing – original draft: Lin Zhang, Sirong Xie. Writing – review & editing: Zhiping Wei, Guan Jiang. Supervision: Zhiping Wei, Guan Jiang.

Lin Zhang, Sirong Xie, Hongze Han, and Yidi Zhu contributed equally to this work.

Zhiping Wei and Guan Jiang are co-corresponding authors, with Zhiping Wei serving as the primary corresponding author.

All authors have read and approved the final manuscript.

FUNDING

This research received no external funding

Availability of Data and Materials

The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request.

Institutional Review Board Statement

The study was conducted in accordance with the principles of the Declaration of Helsinki and was approved by the Ethics Committee of the Affiliated Hospital of Xuzhou Medical University (protocol code XYFY2024-KL166-01, approval date 2024-4-25). All procedures involving human participants were performed in accordance with institutional and national ethical standards.

Informed Consent Statement

Written informed consent was obtained from all subjects involved in the study.

Data Availability Statement

Data supporting the findings of this study are available from the corresponding author upon reasonable request. The data are not publicly available due to privacy and ethical restrictions related to patient information.

ACKNOWLEDGMENTS

The authors thank all patients who participated in this study and the medical staff of the Department of Dermatology at the Affiliated Hospital of Xuzhou Medical University for their assistance in patient management and data collection.

CONFLICTS OF INTEREST

The authors declare that they have no conflicts of interest related to this work.

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Other Articles

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High Throughput siRNA Screen Identifies LRP8 as Druggable Metabolic Regulator in Triple-Negative Breast Cancer

Background: Triple-Negative Breast Cancers (TNBC) overexpress a large number of genes compared to other breast cancer subtypes and these genes represent potential therapeutic targets.

Methods: We identified genes overexpressed in TNBC compared in public gene expression data sets and performed an siRNA screen with 4 distinct constructs against each of 681 overexpressed genes in 18 breast cancer cell lines. The top tier hits were assessed in functional and mechanistic studies to validate their role in the growth and survival of TNBC cells in vitro and in vivo.

Results: Low density Lipoprotein Receptor-Related Protein 8 (LRP8) and Very Low-Density Lipoprotein Receptor (VLDLR) was the top two ranked hits based on 3 of 4 siRNAs showing, significant and preferential growth inhibition in TNBC cell lines. Apolipoprotein E isoform 4 (ApoE4), and to a lesser extent rellin, which are ligands of both LRP8 and VLDLR stimulated the growth of TNBC cells in vitro in a receptor-dependent manner. Suppression of LRP8 or VLDLR expression or exposure to a ligand inhibitor, RAP abolished this ligandinduced proliferation. Metabolic profiling (with GC/MS and LC/MSMS) and reverse phase protein arrays (n=230 antibodies/201 proteins) revealed that ApoE4 stimulation rescued TNBC cells from serum-starvation, induced up-regulation of genes involved in lipid biosynthesis and increased protein expression of genes involved in the MAPK/ERK and DNA repair pathways.

Conclusion: LRP8 is overexpressed in TNBC and promotes cell growth and survival under nutrient depleted conditions through stimulating lipid biosynthetic pathways. Inhibitors of LRP8/VLDLR signaling represent potential new therapeutic targets for TNBC.

Banu Arun¹, Soley Bayraktar¹, Christine Shiang⁴, Yuan Qi², Bailiang Wang¹, Angelica GB¹, Fraser SW³, Liem Phan⁵, Mong-Hong Lee⁵, Yun Wu³, Gabriel NH¹, Vikram W⁶ and Lajos P⁶*


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Is Warfarin Obsolete?

Warfarin, the vitamin K antagonist, was the only one oral anticoagulant available over the last six decades for clinical use. Recently, though there has been an introduction of Newer Oral Anti Coagulants (NOACs) such as dabigatron, rivaraxoban, apixaban and edoxaban. These NOACs have changed the landscape for prophylaxis and treatment of Venous Thrombo Embolism (VTE) and non valvular atrial fibrillation

Visweshwar N¹*, Malachowski S¹, Jaglal M² and Laber D²


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GSK-3? and its Unexpected Role in Immunity, Inflammation and Cancer

Glycogen Synthase Kinase-3β (GSK-3β) is a key component of a complex array of cellular processes. Several mechanisms are involved in controlling its activity, including phosphorylation, protein complex formation and sub cellular distribution. Aberrant GSK-3β action has been implicated in many diseases and disorders, such as cancer, heart disease, metabolic and neurological disorders. More recently, GSK-3β has been identified as a crucial regulator of the balance between pro and anti-inflammatory cytokine production. This review will highlight the immunological importance of GSK-3β and the latest discoveries that led to the identification of a new central role of GSK-3β in tumor immunity.

Serena De Matteis¹, Roberta Napolitano¹ and Silvia Carloni¹*


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H.pylori Infection as Risk Factor for GIT Bleeding in Haemophilic Patients

Background: Helicobacter pylori is endemic in Egypt and present a main cause of gastrointestinal bleeding.

Aim: this study is to evaluate the prevalence of H.pylori infection in hemophilic patients, and to assess its impact on gastrointestinal bleeding associated with this infection in such patients.

Methods: we prospectively investigated the prevalence of H.pylori infection in 40 Egyptian patients with Hemophilia -A, -B and VonWillebrand syndrome and 20 normal male subjects was included. Every patient and control subject in the study was tested one time for H.pylori stool antigen by ELISA. All patients and control subjects were tested for occult blood using Guaiac-based fecal occult blood test. Results: Twenty eight out of 40 patients (70%) are H. pylori positive; and 12 out of 20 controls (60%) are H. pylori positive. The odds ratio is ‎1.55, 95% CI (0.6162 to 3.9269), ‎Significance level P=0.3497. Among 28 H.pylori positive patients, 5 patients (17.9 %) tested positive for occult blood. Among the 12 H.pylori positive subjects ‎ in the‎ control group, only one tested positive for occult blood (8.3%). Odds ratio for Occult bleeding in H pylori positive patients and control was 2.39: P=0.4504. None of the H.pylori negative patients or control subjects had a positive occult blood disease. Conclusion: patients with hemophilia, H. pylori should not be considered as an important cause of GI bleeding. The recurrence of the infection and GI bleeding could be prevented with eradication of H.pylori. Screening tests for H. pylori would not be needed in patients with hemophilia in endemic areas.

Noha M. El Husseiny¹*, Louis Essac and Mona Al Kassas


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Evaluation of CD 25 (IL2 Receptor Alpha) Expression in Adult Acute Lymphoblastic Leukemia Patients

Background: Many parameters are included to determine the risk stratification of Acute Lymphoblastic Leukemia (ALL), Philadelphia Chromosome (Ph)/BCR-ABL–positive (ALL) is the largest genetically defined subtype in adult ALL with poor outcome. Here, we detected IL-2Rα (CD25) in patients with ALL and explored its diagnostic and prognostic value.

Patients and methods : Thirty ALL patients were recruited in Egypt , newly diagnosed with ages above 18 years old, after informed consent they invited to perform CD25 marker using Coulter EPICSXL, PCR for BCR – ABL fusion gene and Fluorescence in Situ Hybridization (FISH) were also performed along with CBC, LDH, Uric acid, CT scan allover and testicular ultrasonography.

Results: (70%) of patients were males while (30%) were females with no statistically significant difference as correlated with CD25, 13 (43. 33%) patients had positive CD25 , recurrent infections had occurred in 8 patients (26. 67%) with no significant correlation with CD25 (P = 0. 361), 16(53. 33%) patients suffered from fever, while 5 (16. 67%) experienced bleeding with no significant correlation among them with CD 25 (P> 0.05 in both). FISH cytology and PCR were positive in 11 (36.67%) patients. There was highly statistically significant correlation among CD25 and FISH and PCR for BCR-ABL, LDH, total leucocytic count with (P value <0.001). We showed that CD25 measurements compare favorably with other ALL prognostic criteria.

Conclusion: (CD25) expression was corresponding to Philadelphia chromosome. IL-2R α (CD25) is proved to be a valuable marker for monitoring ALL patients, an important parameter for prognosis and follow-up of ALL patients

Inas Ahmed Asfour¹, Gihan Mohamed Kamal Shams El Din¹, Rasha Magdy Mohammed Said¹* and Entessar Mabrook Juadam²


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Hemophagocytic Lymphohistiocytosis, A Syndrome of Excessive Immune Activation: Review of the Literature

Hemophagocytic Lymphohistiocytosis (HLH) is a rare and life threatening syndrome caused by excessive and dis-regulated immune activation. It can present as a primary sporadic disorder or be secondary to a trigger disrupting the immune homeostasis, such as auto-immune disorders, malignancies and mainly infections. It is usually of low suspicion index, and has variable presentations lacking specific pathognomonic clinical or laboratory signs. HLH is a medical emergency, and is associated with poor prognosis in most of the cases. An early diagnosis and initiation of appropriate treatment may change the outcome. Here I present a review of the literature concerning HLH, and one related pathologically similar disorder, the Macrophage Activation Syndrome (MAS), emphasizing on the clinical presentation, associated etiologies, diagnosis, treatment and prognosis, thus making the clinicians more aware of this fatal syndrome in order to decrease the related mortality.

Georges EI Hachem¹*


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Osteosarcoma of the Distal Tibia

Osteosarcoma more frequently occurs in children and adolescents, at the position of knee-joint and proximal humerus.

Yufeng Chen¹*


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Clinical and Laboratory Analysis of Patients with Multiple Myeloma: Five-Year Experience

Background: Multiple myeloma (MM) is characterized by clonal expansion of plasma cell in the bone marrow and production of monoclonal immunoglobulin, with bone destruction, renal failure and suppression of the normal hematopoiesis. Identification of clinical factors and laboratory diagnosis is important to characterize the stage of the disease and estimate survival.

Objective: To identify clinical and laboratory diagnosis of patients with multiple myeloma treated at HEMOPE - Foundation of Hematology and Hematology of Pernambuco.

Methods: This was an observational, transversal study with secondary data obtained from medical records. A descriptive analysis of clinical and laboratory features and prognostic factors of 112 patients diagnosed with multiple myeloma was conducted from January 2010 to December 2014.

Results: The median age was 65 years, of these 49.1% were male and 50.9% female. The most common clinical manifestations were: bone pain (70.5%), weight loss (25%) and weakness (23.2%). Anemia has been observed at diagnosis in 75% of patients and hypercalcemia in 15.2%. Regarding the staging system at diagnosis, 94 (83.9%) patients were classified as stage III Durie-Salmon and 32 (28.6%) patients in stage II of the International Staging System (ISS).

Conclusion: Our found in this study were similar to previous reported in the literature. A good characterization of the patient’s diagnosis and the use of accurate diagnostic methods are the ideal approach for better risk classification, therapeutic choice and follow-up of patients with MM.

Duarte BP¹˒², De Souza Junior VR¹˒³*, Assis RA²˒⁴, Barros Correia CW¹˒², Hazin MF¹˒²˒⁴, and Correia MCB¹˒²


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Cauda Equina Involvement in Newly Diagnosed Myeloma Patient

Cauda Equina Syndrome (CES) is a rare complication of Multiple Myeloma (MM) that is a clonal plasma cell disorders. We presented a case who newly diagnosed MM which complicated with cauda equina involvement. A 51-year-old woman admitted to our hospital because of weakness and low back pain. Neurological examination demonstrated sphincter dysfunction, decreased Achilles tendon reflexes, frust hemiparesia, reflected CES. Laboratory analysis was revealed anemia, hipergammaglobulinemia and monoclonal peak in the protein electrophoresis. Magnetic resonance imaging (MRI) of the spine showed multiple vertebral compression fractures and marked contrast enhancement of the cauda equina region. The patient was diagnosed MM with bone marrow biopsy. After VAD treatment, MRI showed disappearance of infiltration. Although, there are some case reports with cauda equina involvement in myeloma patient, we could not find any case presenting with CES in newly diagnosed MM. This rare complication should be remembered in myeloma patients who presented symptoms of CES.

Demet Cekdemir¹˒²*, Nur Soyer¹, Halil Gulluoglu³, Gulgun Yilmaz Ovali⁴, and Mahmut Tobu¹


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Stem Cell Transplant for Multiple Myeloma: A Single Center Experience from Northern India

Autologous Stem Cell Transplantation (ASCT) is the preferred treatment for the management of multiple myeloma after initial 4-6 months of induction treatment.

Sanjeev Kumar Sharma*, Dharma Choudhary, Meet Kumar, Vipin Khandelwal, Divya Doval, Anil Handoo, Rasika Setia, and Tina Dadu