Abstract
Ovarian endometrioma cystectomy may compromise ovarian reserve through inadvertent excision of ovarian cortex. We
compared inadvertent cortical removal between robotic-assisted and conventional laparoscopic cystectomy using digital
pathology. We retrospectively analyzed 81 patients (40 laparoscopic, 41 robotic) who underwent single-surgeon cystec -
tomy (January 2020–December 2025) with digitized hematoxylin and eosin–stained slides available. Ninety-eight ovary/
side specimens were classified as follicle-containing cortex, cortex without follicles, or fibrosis, and excised cortical area
(mm²) was quantified. The primary analysis used log-linear regression adjusted for cyst length and width with patient-
clustered robust standard errors. Tissue-type distribution did not differ by approach ( P = 0.611). Excised cortical area was
smaller with robotics (median 34.6 mm², interquartile range 16.9–82.3) than laparoscopy (median 65.4 mm², interquartile
range 39.5–81.6; P = 0.011). In the adjusted model, robotics was associated with a smaller excised cortical area (robot-to-
laparoscopy ratio 0.55, 95% confidence interval 0.32–0.93; P = 0.029). Follicle counts and antral follicle presence among
follicle-containing specimens were comparable. Robotic-assisted cystectomy was associated with less inadvertent excision
of ovarian cortex after accounting for cyst dimensions, while follicle-based specimen metrics did not differ.
Keywords
Ovarian endometrioma · Laparoscopic surgery · Robotic surgery · Digital pathology · Ovarian cortex ·
Ovarian reserve
Received: 1 March 2026 / Accepted: 3 April 2026
© The Author(s) 2026
Robotic versus laparoscopic enucleation of ovarian endometriotic
cysts with pathological analysis of inadvertent follicular loss
Yunjeong Park1,2 · Eunah Shin3 · Jimin Bae1,4 · SiHyun Cho1,4 · Young Sik Choi1,2 · Joo Hyun Park1,5
Abbreviations
AFC Antral follicle count
AMH Anti-Müllerian hormone
ASRM American Society for Reproductive Medicine
BMI Body mass index
CI Confidence interval
H&E Hematoxylin and eosin
IQR Interquartile range
IPW Inverse probability weighting
OR Odds ratio
Background
Endometriotic cysts of the ovaries are one of the most com-
mon presentations of endometriosis, occurring in up to 40%
of women with the condition and up to 50% of women with
infertility [ 1]. While endometriotic cysts frequently cause
clinical symptoms including dysmenorrhea, pelvic pain,
infertility, and potential increased risk of malignant trans -
formation, the surgical intervention of these ovarian lesions
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Journal of Robotic Surgery (2026) 20:576
presents a crucial clinical dilemma: the need to adequately
remove the ectopic endometrial tissue within the ovarian
tissue while losing less ovarian reserve at the same time
[2–4]. There is compelling evidence demonstrating that sur-
gical excision (cyst enucleation) of endometriotic cysts, no
matter how meticulous, is paradoxically linked to signifi -
cant impairment of ovarian reserve [ 5]. This consequence
may compromise future fertility and potentially accelerate
reproductive aging [6].
The mechanisms underlying this iatrogenic tissue dam -
age during ovarian surgery are regarded as being multifac -
torial. During enucleation of ovarian cysts and adhesiolysis,
unintended removal of healthy ovarian tissue represents
one critical pathway to follicular or ovarian volume loss,
as endometriotic cysts are infiltrative in nature and the
cyst pseudo-capsules often lack distinct clean histological
boundaries from the surrounding tissues [ 7]. Histopatho -
logical examination of specimens from ovarian cyst enucle-
ation consistently indicates that recognizable ovarian tissue
exists adjacent to the cyst wall in over 90%, containing fol-
licles of all stages. In addition to mechanical stripping, vas-
cular compromise and thermal injury during hemostasis, as
well as postoperative inflammation/edema, may contribute
to acute and subacute follicle loss [8, 9].
These observations have led some clinicians to defer
endometrioma surgery before assisted reproduction unless
cyst size/location or refractory pain warrants intervention.
However, the possibility of spontaneous pregnancy resto -
ration and effective pain amelioration after surgical inter -
vention argues compellingly to find an optimized surgical
modality which minimizes iatrogenic ovarian damage [ 2].
Advancement of technology in surgical instrumentation has
led to robotic-assisted platforms, the most widely used being
the da Vinci Surgical System. Robotic surgical systems
offer ergonomic advantages over conventional laparoscopy,
where articulation of the robotic tools provide more freedom
of motion, three-dimensional binocular visualization with
magnification, enhanced precision accompanied by tremor
filtration and less surgeon fatigue [10, 11]. However, there is
little evidence in the literature supporting the actual benefits
of utilizing the robotic armament in preventing unwanted
follicle loss during ovarian cyst enucleation [12].
Direct microscopic quantification of ovarian cortex and
follicles inadvertently attached to the excised cyst wall pro-
vides granular insight into technique-related tissue loss [ 7,
12]. Using standardized analysis of digitized H&E slides,
we aimed to determine whether robotic assistance—via
enhanced visualization and instrument control—translates
into reduced inadvertent excision of ovarian cortex and folli-
cle-bearing tissue compared with conventional laparoscopy.
Methods
Study population
The study was performed at the Department of Obstetrics
and Gynecology, Yongin Severance Hospital, Yonsei Uni -
versity Medical Center, encompassing a total of 81 patients
(40 laparoscopic and 41 robotic) who received either da
Vinci robotic (Xi or SP) or conventional laparoscopic
enucleation (cystectomy) of endometriotic cysts between
January 2020 and December 2025. Only cases performed
by a single gynecologic surgeon for both robotic and lap -
aroscopic surgery were enrolled to avoid inter-surgeon
technical variability. The operating surgeon had extensive
experience in minimally invasive gynecologic surgery,
including more than 1,600 da Vinci Xi/SP cases and more
than 6,000 laparoscopic cases over 13 years at a university
center. A retrospective analysis of the pathologic slides was
performed to compare the amount (area) of attached folli -
cle-containing healthy ovarian cortical tissue surrounding
the pseudo-capsule of the enucleated endometriotic cysts.
Patients were excluded if they had concomitant ipsilateral
ovarian pathology other than endometrioma, suspected or
confirmed malignancy/borderline tumor, pregnancy at the
time of surgery, prior ovarian surgery, hormonal suppres -
sion (oral contraceptives or other agents such as progestins/
dienogest or GnRH agonist/antagonist) within 3 months
before surgery, or were younger than 20 years or older than
38 years.
Ethical consideration
The study was approved by the Institutional Review Board
of Yongin Severance Hospital and conducted in accordance
with the Declaration of Helsinki (IRB No. 9-2026-0013).
The requirement for informed consent was waived due to
the retrospective design.
Surgical procedures
Robotic surgery was performed using either the da Vinci Xi
multiport platform or the da Vinci SP single-port platform.
In Xi cases, a transumbilical multichannel port was placed
at the umbilicus for camera and assistant access, and two
additional robotic working ports were placed bilaterally
8 cm lateral and 2 cm caudal to the umbilicus. In SP cases,
a single transumbilical multichannel port was inserted
through the umbilicus, through which the robotic camera,
robotic instruments, and assistant access were introduced.
In conventional Anthrex laparoscopy, a three-port technique
was used, consisting of a 5-mm 30° umbilical camera port
and two 5-mm working ports placed at the McBurney and
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Journal of Robotic Surgery (2026) 20:576
contralateral McBurney points. Standard laparoscopic bipo-
lar forceps and monopolar scissors or a monopolar hook
were used for dissection, with grasping forceps or Allis
forceps for traction; a laparoscopic needle holder was used
when hemostatic suturing was required. Specimens were
retrieved in an endoscopic bag through the umbilical port/
incision.
Robotic cases used bipolar forceps, monopolar curved
scissors or a monopolar hook, a wristed needle driver, and
a ProGrasp or Cadiere forceps; laparoscopic cases used
standard bipolar forceps, monopolar scissors or hook, and
grasping forceps, including Allis forceps when stronger
traction was required. Across all approaches, cyst enucle -
ation began with the smallest feasible cortical incision at the
thinnest identifiable ovarian cortex after adhesiolysis. Trac-
tion-countertraction was used to identify the least vascular
cleavage plane, and the dissection plane was re-routed when
the initial plane appeared suboptimal. Hydrodissection with
saline injected through an intraperitoneal needle was used
when feasible, although it was often limited in densely
infiltrative endometriomas. Energy use was minimized
throughout dissection. After enucleation, hemostasis was
first attempted with gentle compression using hemostatic
gauze. Bipolar coagulation was restricted to pinpoint appli-
cation for focal bleeding away from the ovarian hilum or
infundibulopelvic ligament, whereas broader oozing areas
were managed with tension-free 3 − 0 polyglactin (Vicryl)
sutures. The hemostatic strategy did not materially differ
between the Xi and SP platforms.
Histologic analysis
The specimens were transferred immediately to the pathol -
ogy department for gross examination and fixation. After
tissue fixation, hematoxylin and eosin-stained tissue slides
were digitized using the Philips Fast Scanner (Philips
Electronics, The Netherlands) and analyzed. Whole-slide
imaging enabled full-slide review on screen with digital
annotation of ovarian cortical boundaries and automated
calculation of annotated area, allowing more standardized
and reproducible quantification than manual visual estima -
tion by conventional light microscopy [ 13]. The pathologi-
cal review and initial annotations were performed by a single
pathologist specialized in gynecologic and breast pathology,
with secondary quality-control review by another patholo -
gist in a randomly selected subset of cases. A representative
slide containing the highest tissue area with the least frag -
mentation from each case of endometriotic cyst enucleation
was screened first for the presence or absence of ovarian
cortical tissue attached to the cystic wall. One representative
slide per case, the slide containing the largest cortical tis -
sue area with the least fragmentation, was selected because
the number of paraffin blocks and slides varied across cases
according to cyst size and specimen fragmentation; this
approach was used to standardize comparisons across cases.
The specimens were classified into the following three cat -
egories: (1) endometriotic cyst with attached ovarian corti -
cal tissue containing follicles; (2) endometriotic cyst with
attached ovarian cortical tissue but without follicles; and
(3) endometriotic cyst specimen with predominant fibrosis
(fibrotic tissue) without identifiable follicles. For those with
ovarian cortical tissue attached, the total area of attached
ovarian cortical tissue was obtained by delineating the corti-
cal tissue areas on the digitized slide and summing the areas.
The ovarian cortical tissue showing follicles embedded
within was analyzed further for the total number of follicles
observed, ranging from primordial to antral. Follicle density
was determined by obtaining the ratio of the number of fol-
licles per ovarian cortical tissue area (mm²). Cortical tissue
delineation was performed at x50 or ×100 magnification,
follicle counting at ×200, and follicle classification at x200
or ×400. For reproducibility assessment, a random quality-
control subset of approximately one in five cases was inde-
pendently reviewed by a second pathologist from the same
institution.
Sample size
The sample size calculation was based on the preliminary
data presented by Sinha et al. (2024) [ 12], using a two-
sided independent samples t-test with α = 0.05, β = 0.20
(80% power), and assuming a moderate standardized effect
size (Cohen’s d = 0.68) (approximately corresponding to
a difference of 3 follicles between groups), resulting in a
minimum sample size of 35 per group. To account for an
approximately 10% anticipated specimen inadequacy and
planned subgroup analyses by bilateral versus unilateral
disease, we aimed to enroll at least 40 patients per group.
With 40 patients per group, the planned sample size pro -
vides approximately 85% power for d = 0.68 under these
assumptions.
Statistical analysis
The analysis combined two cohorts: conventional lapa -
roscopy (lapa) and robot-assisted surgery (robot). Patient-
level variables (e.g., age, BMI, preoperative AMH, ASRM
stage, cyst length/width, and bilaterality, and exploratory
clinical outcomes) were summarized at the patient level.
Digital pathology outcomes (tissue type and follicle met -
rics) were analyzed at the ovary/side specimen level (left
or right). Because some patients contributed bilateral speci-
mens, regression models for specimen-level outcomes used
cluster-robust standard errors clustered at the patient level.
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Continuous variables were summarized as median (inter-
quartile range [IQR]) and compared between groups using
the Mann–Whitney U test. Categorical variables were sum-
marized as n (%) and compared using the chi-square test or
Fisher’s exact test, as appropriate. Exploratory patient-level
clinical and fertility-related outcomes included estimated
blood loss, perioperative hemoglobin change (preoperative
minus postoperative hemoglobin), perioperative complica -
tion, transfusion, 30-day readmission, reoperation, docu -
mented recurrence, chart-documented pregnancy intention,
and documented pregnancy among patients with pregnancy
intention when available. All tests were two-sided; P < 0.05
was considered statistically significant and values < 0.001
are reported as P < 0.001.
Tissue type categories were defined as described in the
Histologic analysis section (type 1: follicle-containing cor -
tex; type 2: cortex without follicles; type 3: predominant
fibrosis). For follicle-related outcomes, blank antral follicle
counts were treated as zero when tissue type was known.
Blank total follicle counts were treated as zero for tissue
types 2 or 3, and treated as missing for tissue type 1 to avoid
conflating missing entry with a true zero. Cystic follicle
counts were available only in the robotic cohort and were
summarized descriptively. Because tissue type 2 (with -
out follicles) may reflect both surgical technique and low
baseline ovarian reserve, multivariable models prioritized
adjustment for age and preoperative AMH.
The primary outcome was ovarian cortical area (mm²)
measured in the excised specimen. Because cortical area
was right-skewed, it was log-transformed. The prespeci -
fied primary model was a log-linear regression: log(cortical
area) = β0 + β1·(robot vs. lapa) + β2·log(cyst length) +
β3·log(cyst width). Exponentiated coefficients exp(β1) are
reported as the robot-to-laparoscopy ratio (ratio < 1 indi -
cates smaller excised cortical area in the robot cohort). Pre-
specified additional adjustments included age, bilaterality,
and ASRM stage (modeled as categorical). Because excised
cortical area can scale with cyst size, cyst length and width
were included as covariates in the primary model (log-trans-
formed) to adjust for lesion size.
Secondary outcomes included: (i) the probability that a
specimen contained follicle-bearing tissue (tissue type 1 vs.
others); and among tissue type 1 specimens, (ii) the presence
of any antral follicle (binary), and (iii) follicle and antral
follicle counts. Binary outcomes were modeled using logis-
tic regression with patient-clustered standard errors. Count
outcomes were modeled using Poisson regression with an
offset of log(cortical area) to estimate density (counts per
unit area). Age and preoperative AMH were included as
covariates to partially account for baseline ovarian function.
Sensitivity analyses included [ 1] restricting analyses to
ASRM stage 4 cases; and [ 2] inverse probability weight -
ing (IPW) to address differential availability of cortical area
measurements between cohorts. For IPW, the probability
of having cortical area recorded was modeled using logis -
tic regression including surgery type, age, ASRM stage,
log(cyst length), log(cyst width), and bilaterality. Stabilized
weights were applied to the primary cortical-area model,
and weights were additionally trimmed at the 1st and 99th
percentiles in a robustness check.
Statistical analyses and figure generation were performed
using R version 4.4.2 (R Foundation for Statistical Comput-
ing, Vienna, Austria), with complete-case inclusion for each
model.
Results
Study population and data completeness
The analytic cohort included 81 patients (40 lapa and 41
robot) contributing 98 ovary/side specimens (44 lapa and 54
robot). Among the robotic cohort, 34/41 (82.9%) underwent
surgery with the da Vinci SP platform and 7/41 (17.1%)
with the da Vinci Xi platform. Tissue type classification was
available for all included specimens by design. Cortical area
was recorded in 37/44 (84.1%) lapa specimens and 49/54
(90.7%) robot specimens.
In the evaluated cohort, age, BMI, and preoperative
AMH did not differ materially between groups (Table 1).
The robot cohort had more advanced disease by ASRM
stage (median 4.0 vs. 3.0; P = 0.008) and larger cyst length
(median 4.65 vs. 4.00 cm; P = 0.031).
Pathology tissue type and follicle metrics
Representative histologic examples illustrating cortical
tissue delineation, tissue-type classification, and follicle
Variable Lapa (median [Q1,Q3]) (n = 4 0 ) Robot (median [Q1,Q3]) (n = 4 1 ) P value
Age, years 29.50 [27.00, 36.25] 30.00 [25.00, 33.00] 0.457
BMI, kg/m² 20.91 [19.61, 22.47] 21.39 [19.51, 24.43] 0.529
Preoperative AMH 2.96 [1.47, 4.97] 3.54 [2.00, 4.93] 0.435
ASRM stage 3.00 [3.00, 4.00] 4.00 [4.00, 4.00] 0.008
Cyst length, cm 4.00 [3.00, 5.00] 4.65 [3.50, 6.12] 0.031
Cyst width, cm 2.60 [2.00, 4.00] 3.35 [2.00, 4.05] 0.425
Bilateral disease 9/40 (22.5%) 16/41 (39.0%) 0.149
Table 1 Baseline characteristics
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Journal of Robotic Surgery (2026) 20:576
subtype identification are shown in Figs. 1, 2 and 3. Tissue
type distribution did not differ between surgical approaches
(chi-square P = 0.611; Table 2). Follicle-bearing tissue (type
1) was observed in 86.4% of lapa specimens and 79.6% of
robot specimens. Among type 1 specimens, follicle count
and antral follicle metrics were similar across groups
(Table 2). In adjusted logistic regression, the odds of type 1
tissue were not significantly different for robot vs. lapa after
adjustment for age (OR 0.61, 95% CI 0.20–1.80; P = 0.370).
In the age + AMH model, higher preoperative AMH was
associated with increased odds of type 1 tissue (Supplemen-
tary Information: Table S1). In this quality-control subset,
no material discrepancies affecting cortical-area delineation
or follicle counting were identified on secondary review.
Primary outcome: ovarian cortical area
The excised cortical area was smaller in the robot cohort
(median 34.55 mm², IQR 16.94–82.30) compared with lapa
(median 65.42 mm², IQR 39.48–81.59; P = 0.011; Table 2
and Fig. S1). In the primary log-linear model adjusting for
cyst length and width (both log-transformed), robot-assisted
surgery was associated with a lower cortical area (robot-to-
lapa ratio 0.55, 95% CI 0.32–0.93; P = 0.029). The associa-
tion was consistent after additional adjustment for age (ratio
0.55; P = 0.040) and after further adjustment for bilaterality
and ASRM stage (ratio 0.52; P = 0.027) (Table 3 and Figs.
S2–3).
Sensitivity analyses
In ASRM stage 4 cases only, the association remained in
the same direction but was borderline significant (ratio
0.53, 95% CI 0.29–0.99; P = 0.054; Table 3). IPW analy -
ses addressing differential recording of cortical area
yielded similar estimates (IPW primary ratio 0.55, 95% CI
0.32–0.93; P = 0.030), and results were robust to trimming
extreme weights (ratio 0.54, 95% CI 0.31–0.92; P = 0.026;
Table 3).
Additional perioperative and exploratory follow-up out -
comes are summarized in Supplementary Table S2. Esti -
mated blood loss was higher in the robotic group, although
concomitant myomectomy was also more frequent in robotic
cases. Other short-term safety outcomes and postoperative
hormonal treatment variables were broadly similar between
groups. Recurrence and pregnancy-related data were based
on chart documentation during nonuniform follow-up and
should be interpreted descriptively.
Discussion
In this study, we applied digital pathology–based quantifica-
tion of ovarian tissue inadvertently excised during ovarian
endometrioma cystectomy and compared robotic-assisted
versus conventional laparoscopic approaches. The principal
finding was that the cortical area present in the excised cyst
wall specimen was smaller in the robotic cohort, and this
association persisted after adjustment for cyst size and other
Fig. 1 Ovarian cortical tissue delin-
eated. The area of ovarian cortical
tissue attached on the outer surface
of the endometriotic cyst was care-
fully delineated (x50)
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clinically relevant covariates. In contrast, the distribution
of tissue-type categories (follicle-containing cortex vs. fol -
licle-absent cortex vs. fibrosis) and follicle subtype counts
(including antral follicles) did not differ significantly by sur-
gical approach. Together, these results suggest that robotic
assistance may reduce inadvertent removal of ovarian cor -
tex, while the follicular content of the excised specimen—a
metric influenced by both the surgical dissection plane and
baseline ovarian reserve—may be less sensitive to surgical
approach in a real-world cohort.
Ovarian reserve is commonly assessed in clinical prac -
tice using serum anti-Müllerian hormone (AMH) and ultra-
sound-based antral follicle count (AFC), which reflect the
remaining follicular pool and correlate with ovarian respon-
siveness [ 14]. However, interpreting these biomarkers in
the setting of ovarian surgery requires nuance. Serum AMH
represents the combined contribution of both ovaries; there-
fore, following unilateral surgery, systemic AMH is not side-
specific and may incompletely capture ipsilateral tissue loss,
particularly when contralateral function is preserved [ 15,
16]. Moreover, AFC measurement is susceptible to cycle-to-
cycle fluctuation and operator dependence. Standardization
statements have emphasized uniform acquisition and report-
ing, yet variability remains [ 17]. These limitations provide
strong rationale for direct specimen-based quantification of
inadvertent ovarian tissue loss, as performed in the present
study using digital pathology.
Prior studies have shown that ovarian endometrioma
cystectomy can be associated with a substantial reduction
in ovarian responsiveness. In a paired IVF-cycle analy -
sis comparing operated versus contralateral intact ova -
ries after unilateral endometrioma excision, Somigliana
et al. reported a mean 53% reduction in dominant follicle
development in the previously operated ovary [ 18]. Ragni
et al. further suggested that this impairment reflects pre -
dominantly quantitative rather than qualitative injury, with
reduced numbers of follicles/oocytes/embryos but similar
fertilization and embryo quality measures [ 19]. Systematic
reviews and meta-analyses consistently demonstrate post -
operative AMH decline after stripping cystectomy [ 6, 20].
Fig. 2 Ovarian tissue type. A Ovarian cortical tissue containing fol -
licles (mainly primordial, black arrow) was classified as tissue type
1 (x50). The luminal surface of the endometriotic cyst is noted (red
arrow). B Ovarian cortical tissue without follicles (black arrow) was
classified as tissue type 2 (x20). The luminal surface of the endometri-
otic cyst is noted (red arrow). C The cortical tissue shows no identifi-
able follicle within the ovarian cortical tissue in tissue type 2 (x400).
D The endometriotic cyst wall is sole composed of hyalinized fibrotic
tissue with inflammatory cells and vessels without any ovarian tissue
attached (black arrow, x20). The luminal surface of the cyst is noted
(red arrow)
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Journal of Robotic Surgery (2026) 20:576
Importantly, ovarian reserve compromise appears greater
in bilateral disease in comparative syntheses [ 20], although
bilaterality does not necessarily translate into worse IVF/
ICSI outcomes in all post-cystectomy series [ 21]. When
AMH and AFC were evaluated concurrently in the same
women, AMH declines were consistently detected across
postoperative windows whereas AFC changes were smaller
and less consistent [ 22]. Together, these data highlight that
excised cortical area is best interpreted as a surrogate histo-
logic endpoint of iatrogenic ovarian tissue loss, which may
complement but does not directly substitute for functional
outcomes such as AMH, AFC, pregnancy, or live birth.
Robotic-assisted surgery may offer technical fea -
tures—stable three-dimensional visualization, articulated
Fig. 3 Ovarian follicle types identified within tissue type 1. A Pri -
mordial and primary follicles (x400). The black arrow shows a pri -
mordial follicle with a single layer of squamous granulosa cells and
the red arrow shows a primary follicle with a single layer of cuboidal
granulosa cells. B Intermediate primordial follicle (x600) with s single
layer of squamous and cuboidal cells. Late primary follicle (x400) sur-
rounded by multiple layers of cuboidal cells. D Small antral follicle
(x200). E Antral follicle (x100) with more than 50% of the follicle
showing antrum
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instruments, and improved ergonomics—that could facili -
tate a more precise dissection plane and reduce inadver -
tent inclusion of normal cortex. Evidence supporting this
hypothesis has begun to emerge. Sinha et al., using artificial
intelligence–assisted whole-slide imaging to quantify tis -
sue loss in excised specimens, reported that robotic assis -
tance reduced ovarian tissue loss, particularly in bilateral
disease and with increasing cyst size [ 12]. Our findings are
concordant with respect to area-based tissue loss, but we
did not observe consistent between-group differences in fol-
licle counts or antral follicle presence. This pattern supports
the interpretation that excised cortical area may be a more
stable surrogate of inadvertent ovarian tissue removal than
follicle counts alone in retrospective cohorts, where follicle-
based endpoints are sparse and biologically heterogeneous.
The absence of between-group differences in follicle
subtype counts and tissue-type categories warrants careful
interpretation. Follicles observed within excised cyst wall
specimens are not purely a marker of surgical technique;
they are also influenced by baseline ovarian reserve, patient
age, AMH, endometrioma-related cortical distortion, and
the thickness of the cyst wall–cortex interface. In clinical
terms, “no follicles detected” may reflect successful cleav -
age along the correct plane, but may also occur when the
patient’s follicle density is intrinsically low. Accordingly,
follicle-related endpoints should be interpreted as “mixed”
signals reflecting both operative performance and ovarian
biology, and adjusted analyses incorporating age and preop-
erative AMH are important to reduce confounding. In line
with this interpretation, preoperative AMH was indepen -
dently associated with the presence of follicle-containing
tissue (type 1) in adjusted analysis.
We view cortical area within the excised specimen as
a surrogate histologic marker of iatrogenic ovarian tissue
removal and a complementary, pathology-grounded indi -
cator of tissue-sparing surgery, rather than a direct func -
tional measure of postoperative ovarian reserve or fertility
potential. Unlike serum AMH—which reflects systemic
granulosa-cell activity from both ovaries—specimen cor -
tical area directly captures the physical quantity of cor -
tex removed from the operated side. However, whether a
smaller excised cortical area translates into improved AMH,
AFC, pregnancy, or live-birth outcomes remains uncertain
and requires prospective validation. Thermal damage from
hemostasis and devascularization may impair remaining
tissue without increasing the amount of cortex present in
the specimen. Randomized trials have evaluated hemostatic
strategies (e.g., bipolar coagulation vs. suturing) with vari -
able effects on postoperative ovarian reserve markers [ 8,
23], highlighting that tissue-sparing dissection and tissue-
preserving hemostasis likely operate in parallel.
The clinical implications of minimizing iatrogenic ovarian
damage are substantial. Surgery for ovarian endometrioma
can improve pain and may reduce recurrence, yet concerns
about diminished ovarian reserve have prompted ongoing
debate regarding surgical timing and the role of proceeding
directly to assisted reproduction in selected patients. Con -
temporary guidelines emphasize individualized decision-
making, balancing symptom control and fertility goals, and
recognize the need to minimize ovarian injury when surgery
is undertaken [ 3]. This emphasis on fertility-aware, tissue-
sparing surgery is consistent with broader trends in benign
gynecologic surgery away from unnecessarily radical treat-
ment [24], while long-term patient-centered outcomes such
Table 2 Pathology findings (specimens with tissue type)
Outcome Lapa
(n = 4 4 )
Robot
(n = 5 4 )
P value
Tissue type 1 (with follicle) 38 (86.4%) 43 (79.6%) 0.611
Tissue type 2 (without follicle) 4 (9.1%) 6 (11.1%)
Tissue type 3 (fibrosis) 2 (4.5%) 5 (9.3%)
Cortical area (mm²), median [IQR] (area recorded) 65.42 [39.48, 81.59] (n = 3 7 ) 34.55 [16.94, 82.30] (n = 4 9 ) 0.011
Cortical area in tissue type 1 only (mm²), median [IQR] 67.08 [50.73, 81.62] (n = 3 5 ) 39.60 [26.43, 96.02] (n = 4 2 ) 0.062
Follicle count in tissue type 1, median [IQR] 16.5 [5.0, 77.5] (n = 3 4 ) 23.5 [11.0, 38.5] (n = 4 2 ) 0.810
Antral follicle count in tissue type 1 (0 included), median [IQR] 0.00 [0.00, 0.75] (n = 3 8 ) 0.00 [0.00, 1.00] (n = 4 3 ) 0.952
Antral follicle present in tissue type 1, n/N (%) 10/38 (26.3%) 12/43 (27.9%) 1.000
Model Robot/Lapa ratio 95% CI P value
Unadjusted (log area ~ surgery) 0.529 0.316–0.887 0.016
Primary: +log(cyst L) + log(cyst W) 0.546 0.321–0.929 0.029
Primary + age 0.550 0.313–0.964 0.040
Primary + age + bilateral + ASRM stage 0.518 0.292–0.916 0.027
Sensitivity: stage 4 only (primary) 0.534 0.287–0.995 0.054
Sensitivity: IPW (primary) 0.545 0.318–0.934 0.030
Sensitivity: IPW trimmed (1st–99th pct, primary) 0.535 0.312–0.919 0.026
Table 3 Primary outcome regres-
sion (exp(beta)=Robot/Lapa
ratio)
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Journal of Robotic Surgery (2026) 20:576
as pain relief and quality of life remain essential alongside
pathologic endpoints [25].
This study has strengths. First, it leverages digital
pathology to quantify tissue endpoints in an objective and
reproducible manner, addressing limitations of clinical bio-
markers and ultrasound measures. Second, specimen-level
analyses accounted for within-patient correlation, and sen -
sitivity analyses adjusted for cyst dimensions and disease
severity.
Nevertheless, several limitations should be acknowl -
edged. First, the retrospective, nonrandomized design limits
causal inference. Baseline differences between groups—
notably in ASRM stage and cyst size—together with the
incomplete availability of cortical area measurements,
particularly in the laparoscopic group, may have intro -
duced selection bias. Although multivariable adjustment
and inverse probability weighting were performed, residual
confounding is still likely. Learning-curve bias is another
potential concern in any retrospective single-surgeon com -
parison. In the present study, however, laparoscopic and
robotic cases were performed during the same study period
by a surgeon with extensive experience in both minimally
invasive platforms, making a major platform-level learning-
curve effect less likely. Even so, subtle temporal changes
in case selection, operative judgment, or procedure-specific
technique cannot be fully excluded. The predominance of
SP cases within the robotic cohort likely reflects nonrandom
platform selection for adnexal surgery in reproductive-age
women, in whom a transumbilical single-incision approach
may be attractive because it minimizes visible abdominal
scarring. Accordingly, the present findings should be inter -
preted as comparing a predominantly SP robotic cohort with
conventional laparoscopy, rather than as a platform-specific
comparison between the Xi and SP systems. In addition,
other unmeasured factors, including specific dissection and
hemostasis techniques and specimen handling, may also
have contributed to the observed differences. Although the
initial annotations were performed by a single specialized
pathologist, a random quality-control subset was cross-
checked by a second pathologist without material dis -
crepancies; nevertheless, formal full-cohort interobserver
agreement statistics were not available. In addition, to stan-
dardize comparisons across cases with variable block num-
bers and tissue fragmentation, cortical area was quantified
from one representative slide per case; therefore, the total
amount of inadvertently excised cortex across all blocks
may have been underestimated. Finally, because systemic
ovarian reserve and fertility outcomes were not uniformly
available longitudinally, the extent to which reduced excised
cortical area translates into improved postoperative ovarian
function requires prospective validation. Accordingly, these
findings should be interpreted as pathology-based evidence
of reduced inadvertent cortical excision using a surrogate
histologic endpoint, rather than direct proof of improved
long-term ovarian reserve or fertility outcomes. Future
studies should integrate specimen-based metrics with stan -
dardized ovarian reserve testing, symptom/quality-of-life
outcomes, fertility endpoints, and emerging biomarker-
based phenotyping approaches [26].
Conclusion
In conclusion, robotic-assisted cystectomy was associated
with reduced inadvertent excision of ovarian cortex as mea-
sured by excised cortical area, while follicle-based speci -
men metrics did not differ consistently between approaches.
These findings support the potential for robotic assistance
to reduce iatrogenic ovarian tissue loss, particularly rel -
evant for patients with fertility goals, bilateral disease, or
larger cysts. Prospective studies incorporating standardized
reserve assessment and longer-term reproductive outcomes
are warranted to confirm clinical benefit.
Supplementary Information The online version contains
supplementary material available at h t t p s : / / d o i . o r g / 1 0 . 1 0 0 7 / s 1 1 7 0 1 - 0
2 6 - 0 3 4 1 5 - 4 .
Acknowledgements
Not applicable.
Author contributions Y .P. and E.S. contributed equally to this work.
Y .P. wrote the manuscript and performed the statistical analysis. E.S.
performed all pathological analyses and wrote parts of the manuscript,
including preparation of all figures. J.B. performed the retrospective
chart review and organized the data. S.C. and Y .S.C. advised on the
study design and statistical methodology. J.H.P. conceived and de -
signed the study, reviewed the patient data, and wrote the manuscript.
All authors read and approved the final manuscript.
Funding The authors declare that no funds, grants, or other support
were received during the preparation of this manuscript.
Data availability The datasets used and/or analyzed during the cur -
rent study are available from the corresponding author on reasonable
request.
Declarations
Competing interests The authors declare no competing interests.
Ethics Approval This study was approved by the Institutional Review
Board of Yongin Severance Hospital (IRB No. 9-2026-0013) and was
conducted in accordance with the Declaration of Helsinki.
Consent to Participate The requirement for informed consent was
waived by the IRB due to the retrospective nature of the study and the
use of de-identified data/specimens.
Consent to Publish Not applicable. This manuscript does not contain
any individual person’s identifiable data in any form (including indi -
1 3
576 Page 10 of 10
Journal of Robotic Surgery (2026) 20:576
vidual details, images, or videos).
Clinical Trial Number Not applicable.
Open Access This article is licensed under a Creative Commons
Attribution-NonCommercial-NoDerivatives 4.0 International License,
which permits any non-commercial use, sharing, distribution and
reproduction in any medium or format, as long as you give appropri -
ate credit to the original author(s) and the source, provide a link to the
Creative Commons licence, and indicate if you modified the licensed
material. You do not have permission under this licence to share
adapted material derived from this article or parts of it. The images or
other third party material in this article are included in the article’s Cre-
ative Commons licence, unless indicated otherwise in a credit line to
the material. If material is not included in the article’s Creative Com -
mons licence and your intended use is not permitted by statutory regu-
lation or exceeds the permitted use, you will need to obtain permission
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References
1. Gałczyński K, Jóźwik M, Lewkowicz D, Semczuk-Sikora A,
Semczuk A (2019) Ovarian endometrioma - a possible finding in
adolescent girls and young women: a mini-review. J Ovarian Res
12(1):104
2. Muzii L, Galati G, Mattei G, Chinè A, Perniola G, Di Donato V et
al (2023) Expectant, medical, and surgical management of ovar -
ian endometriomas. J Clin Med 12(5):1858
3. Becker CM, Bokor A, Heikinheimo O, Horne A, Jansen F, Kiesel
L et al (2022) ESHRE guideline: endometriosis†. Hum Reprod
Open 2022:2
4. Barnard ME, Farland LV , Yan B, Wang J, Trabert B, Doherty JA
et al (2024) Endometriosis Typology and Ovarian Cancer Risk.
JAMA 332(6):482–489
5. Younis JS, Shapso N, Fleming R, Ben-Shlomo I, Izhaki I (2019)
Impact of unilateral versus bilateral ovarian endometriotic cystec-
tomy on ovarian reserve: a systematic review and meta-analysis.
Hum Reprod Update 25(3):375–391
6. Raffi F, Metwally M, Amer S (2012) The impact of excision of
ovarian endometrioma on ovarian reserve: a systematic review
and meta-analysis. J Clin Endocrinol Metab 97(9):3146–3154
7. de Koning R, Blikkendaal MD, de Sousa Lopes SMC, van der
Meeren LE, Cheng H, Jansen FW et al (2024) Histological analy-
sis of (antral) follicle density in ovarian cortex tissue attached to
stripped endometriomas. J Assist Reprod Genet 41(4):1067–1076
8. Deckers P, Ribeiro SC, Simões RDS, Miyahara C, Baracat EC
(2018) Systematic review and meta-analysis of the effect of bipo-
lar electrocoagulation during laparoscopic ovarian endometrioma
stripping on ovarian reserve. Int J Gynaecol Obstet 140(1):11–17
9. Song T, Kim WY , Lee KW, Kim KH (2015) Effect on ovarian
reserve of hemostasis by bipolar coagulation versus suture during
laparoendoscopic single-site cystectomy for ovarian endometrio-
mas. J Minim Invasive Gynecol 22(3):415–420
10. Park Y , Song A, Jee J, Bae N, Oh S, Shin JH et al (2024) Changes
in anti-Müllerian hormone values for ovarian reserve after mini -
mally invasive benign ovarian cystectomy: comparison of the Da
Vinci robotic systems (Xi and SP) and the laparoscopic system.
Sci Rep 14(1):9099
11. Truong M, Kim JH, Scheib S, Patzkowsky K (2016) Advantages
of robotics in benign gynecologic surgery. Curr Opin Obstet
Gynecol 28(4):304–310
12. Sinha R, Rallabandi H, Bana R, Bag M, Raina R, H K D DS,
Reddy P (2024) Ovarian loss in laparoscopic and robotic cys -
tectomy compared using artificial intelligence pathology. JSLS
28(1):e2024.00001
13. Evans AJ, Brown RW, Bui MM, Chlipala EA, Lacchetti C, Mil -
ner DA et al (2022) Validating Whole Slide Imaging Systems
for Diagnostic Purposes in Pathology. Arch Pathol Lab Med
146(4):440–450
14. Broer SL, Broekmans FJ, Laven JS, Fauser BC (2014) Anti-Mül-
lerian hormone: ovarian reserve testing and its potential clinical
implications. Hum Reprod Update 20(5):688–701
15. Urman B, Alper E, Yakin K, Oktem O, Aksoy S, Alatas C et al
(2013) Removal of unilateral endometriomas is associated with
immediate and sustained reduction in ovarian reserve. Reprod
Biomed Online 27(2):212–216
16. Jiang D, Nie X (2020) Effect of endometrioma and its surgical
excision on fertility (Review). Exp Ther Med 20(5):114
17. Coelho Neto MA, Ludwin A, Borrell A, Benacerraf B, Dewailly
D, da Silva Costa F et al (2018) Counting ovarian antral folli -
cles by ultrasound: a practical guide. Ultrasound Obstet Gynecol
51(1):10–20
18. Somigliana E, Ragni G, Benedetti F, Borroni R, Vegetti W, Cro-
signani PG (2003) Does laparoscopic excision of endometriotic
ovarian cysts significantly affect ovarian reserve? Insights from
IVF cycles. Hum Reprod 18(11):2450–2453
19. Ragni G, Somigliana E, Benedetti F, Paffoni A, Vegetti W, Restelli
L et al (2005) Damage to ovarian reserve associated with laparo-
scopic excision of endometriomas: a quantitative rather than a
qualitative injury. Am J Obstet Gynecol 193(6):1908–1914
20. Murdock C, Sanchez-Ramos L, McKinney JA, Carrubba AR,
Lewis G (2025) The Impact of Laparoscopic Cystectomy for
Ovarian Endometrioma on Anti-Müllerian Hormone Levels: A
Systematic Review and Meta-Analysis. Gynecol Obstet Invest
90(6):657–671
21. Yu HT, Huang HY , Tseng HJ, Wang CJ, Lee CL, Soong YK
(2017) Bilaterality of ovarian endometriomas does not affect the
outcome of in vitro fertilization/intracytoplasmic sperm injec -
tion in infertile women after laparoscopic cystectomy. Biomed J
40(5):295–299
22. Younis JS, Shapso N, Ben-Sira Y , Nelson SM, Izhaki I (2022)
Endometrioma surgery-a systematic review and meta-analysis
of the effect on antral follicle count and anti-Müllerian hormone.
Am J Obstet Gynecol 226(1):33–51e7
23. Asgari Z, Rouholamin S, Hosseini R, Sepidarkish M, Hafizi L,
Javaheri A (2016) Comparing ovarian reserve after laparoscopic
excision of endometriotic cysts and hemostasis achieved either by
bipolar coagulation or suturing: a randomized clinical trial. Arch
Gynecol Obstet 293(5):1015–1022
24. Lee CL (2024) Trends in the Surgical Treatment of Benign Uter-
ine Tumors: Conservative vs. Radical Approaches. Gynecol
Minim Invasive Ther 13(3):139–140
25. McDonnell R, Gollow J, Nathan E, Doherty D, Majumder K,
Wilkinson E et al (2025) Endometriosis Quality of Life Cohort
Study: Long-term Impact of Radical Laparoscopic Excision of
Endometriosis. Gynecol Minim Invasive Ther 14(1):57–65
26. Sztyler-Krąkowska M, Wąsowicz A (2026) Clinical Implications
of Extracellular Vesicles in Endometriosis: A Systematic Review.
Gynecol Minim Invasive Ther 15(1):65–74
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